diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_0/index_tensor([4904, 4904])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_0/index_tensor([4904, 4904])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f56a23c23c3ecabc13cc518315c21ac7a3f55231
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_0/index_tensor([4904, 4904])_group_0_rewards.json
@@ -0,0 +1,10210 @@
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+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_0/index_4904_seed_17667_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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion medium shot with a shallow depth of field, featuring two protagonists in a dreamlike peach blossom forest. The hero wears a flowing white silk robe with a simple headband; the heroine wears a pale pink gauze gown with wide sleeves. Two slender swords intertwine and swirl in the air, catching soft afternoon sunlight filtering through blossoms, creating a tranquil, romantic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and background, with consistent lighting and color grading. The shallow depth of field is present and contributes to the dreamy mood, and there are no obvious distortions or artifacts. However, motion smoothness cannot be fully judged from stills, so some minor temporal inconsistencies could exist in the actual video. In sum, visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The key elements—two protagonists, white silk robes, pale pink gauze gowns, intertwined swords, soft sunlight, and a dreamlike forest—are well represented. Some nuanced aspects such as exact hair styling details or subtle facial expressions may vary slightly, but they do not significantly detract from the overall correspondence. The scene captures the intended mood and composition closely.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Proportions and interactions appear plausible, and the choreography reads as believable within the stylized context. There may be minor timing or spatial nuances in sword dynamics that prevent a higher score, but nothing severely breaks plausibility.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.796875,
+ "MQ": 3.125,
+ "Overall": 10.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion medium shot with a shallow depth of field, featuring two protagonists in a dreamlike peach blossom forest. The hero wears a flowing white silk robe with a simple headband; the heroine wears a pale pink gauze gown with wide sleeves. Two slender swords intertwine and swirl in the air, catching soft afternoon sunlight filtering through blossoms, creating a tranquil, romantic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and background, with consistent lighting and color grading. The shallow depth of field is present and contributes to the dreamy mood, and there are no obvious distortions or artifacts. However, motion smoothness cannot be fully judged from stills, so some minor temporal inconsistencies could exist in the actual video. In sum, visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The key elements—two protagonists, white silk robes, pale pink gauze gowns, intertwined swords, soft sunlight, and a dreamlike forest—are well represented. Some nuanced aspects such as exact hair styling details or subtle facial expressions may vary slightly, but they do not significantly detract from the overall correspondence. The scene captures the intended mood and composition closely.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Proportions and interactions appear plausible, and the choreography reads as believable within the stylized context. There may be minor timing or spatial nuances in sword dynamics that prevent a higher score, but nothing severely breaks plausibility.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow-motion medium shot, employing a shallow depth of field, pans slowly and almost imperceptibly around a pair of protagonists. They are nestled deep within a dreamlike peach blossom forest. The hero, clad in a flowing white silk robe, his jet-black hair tied back with a simple headband, is handsome, his gaze focused and gentle. The heroine, clad in a pale pink gauze gown with wide sleeves, swaying gently with her movements. Her long, cascading hair, accessorized only by a wooden hairpin, remains locked with the hero's gaze, a knowing smile playing on her lips. Their movements are fluid and seamless, as if engaged in a silent dialogue. Two slender swords gracefully intertwine and swirl in the air, their blades not meant for combat but rather entwined and guided like the arms of a dancing partner. Catching the soft afternoon sunlight filtering through the lush blossoms, the sharp blades reflect a fleeting, dazzling silver glint, a dynamic focal point. Due to the use of an extremely shallow depth of field, the thousands of blooming peach blossoms behind them were completely blurred, blending into a soft and hazy background of light spots composed of varying shades of pink and white, making the sword-dancing couple seem to be suspended in a flowing Impressionist painting. The entire picture is shrouded in a tranquil, extremely romantic and poetic atmosphere, isolating them from the whole world and making them the absolute center of this beautiful moment.",
+ "seed": 17668,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_0/index_4904_seed_17668_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_overall": 10.5,
+ "avg": 10.484375,
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+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow-motion medium shot, employing a shallow depth of field, pans slowly and almost imperceptibly around a pair of protagonists. They are nestled deep within a dreamlike peach blossom forest. The hero, clad in a flowing white silk robe, his jet-black hair tied back with a simple headband, is handsome, his gaze focused and gentle. The heroine, clad in a pale pink gauze gown with wide sleeves, swaying gently with her movements. Her long, cascading hair, accessorized only by a wooden hairpin, remains locked with the hero's gaze, a knowing smile playing on her lips. Their movements are fluid and seamless, as if engaged in a silent dialogue. Two slender swords gracefully intertwine and swirl in the air, their blades not meant for combat but rather entwined and guided like the arms of a dancing partner. Catching the soft afternoon sunlight filtering through the lush blossoms, the sharp blades reflect a fleeting, dazzling silver glint, a dynamic focal point. Due to the use of an extremely shallow depth of field, the thousands of blooming peach blossoms behind them were completely blurred, blending into a soft and hazy background of light spots composed of varying shades of pink and white, making the sword-dancing couple seem to be suspended in a flowing Impressionist painting. The entire picture is shrouded in a tranquil, extremely romantic and poetic atmosphere, isolating them from the whole world and making them the absolute center of this beautiful moment.",
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion medium shot with a shallow depth of field, featuring two protagonists in a dreamlike peach blossom forest. The hero wears a flowing white silk robe with a simple headband; the heroine wears a pale pink gauze gown with wide sleeves. Two slender swords intertwine and swirl, catching soft afternoon light filtering through blossoms, creating a tranquil, romantic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and background, with consistent lighting and color grading that supports the romantic mood. There are no major distortions or artifacts, and the shallow depth of field is convincingly rendered. However, some fine details—such as subtle hand positioning and edge sharpness—are not perfectly resolved, which keeps the quality at a mid level rather than high-end.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The scene captures the core elements: two protagonists, a medium shot, a shallow depth of field, and a dreamlike peach blossom setting. The hero’s white silk robe and the heroine’s pale pink gown align with the description, and the interwoven swords and gentle atmosphere are well represented. Minor deviations exist in exact hand placement and the precise choreography of the sword movements, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The characters’ proportions and interactions read as natural, and the lighting and environmental effects support believability. Some minor inconsistencies appear in the sword dynamics and hand positioning, which slightly reduce realism but do not break the overall coherence of the scene.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.796875,
+ "MQ": 3.234375,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion medium shot with a shallow depth of field, featuring two protagonists in a dreamlike peach blossom forest. The hero wears a flowing white silk robe with a simple headband; the heroine wears a pale pink gauze gown with wide sleeves. Two slender swords intertwine and swirl, catching soft afternoon light filtering through blossoms, creating a tranquil, romantic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and background, with consistent lighting and color grading that supports the romantic mood. There are no major distortions or artifacts, and the shallow depth of field is convincingly rendered. However, some fine details—such as subtle hand positioning and edge sharpness—are not perfectly resolved, which keeps the quality at a mid level rather than high-end.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The scene captures the core elements: two protagonists, a medium shot, a shallow depth of field, and a dreamlike peach blossom setting. The hero’s white silk robe and the heroine’s pale pink gown align with the description, and the interwoven swords and gentle atmosphere are well represented. Minor deviations exist in exact hand placement and the precise choreography of the sword movements, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The characters’ proportions and interactions read as natural, and the lighting and environmental effects support believability. Some minor inconsistencies appear in the sword dynamics and hand positioning, which slightly reduce realism but do not break the overall coherence of the scene.\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": 17669,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_0/index_4904_seed_17669_dp_1_rank_2_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_overall": 10.25,
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+ "question_id": "videoscore2_overall",
+ "question": "slow-motion medium shot, employing a shallow depth of field, pans slowly and almost imperceptibly around a pair of protagonists. They are nestled deep within a dreamlike peach blossom forest. The hero, clad in a flowing white silk robe, his jet-black hair tied back with a simple headband, is handsome, his gaze focused and gentle. The heroine, clad in a pale pink gauze gown with wide sleeves, swaying gently with her movements. Her long, cascading hair, accessorized only by a wooden hairpin, remains locked with the hero's gaze, a knowing smile playing on her lips. Their movements are fluid and seamless, as if engaged in a silent dialogue. Two slender swords gracefully intertwine and swirl in the air, their blades not meant for combat but rather entwined and guided like the arms of a dancing partner. Catching the soft afternoon sunlight filtering through the lush blossoms, the sharp blades reflect a fleeting, dazzling silver glint, a dynamic focal point. Due to the use of an extremely shallow depth of field, the thousands of blooming peach blossoms behind them were completely blurred, blending into a soft and hazy background of light spots composed of varying shades of pink and white, making the sword-dancing couple seem to be suspended in a flowing Impressionist painting. The entire picture is shrouded in a tranquil, extremely romantic and poetic atmosphere, isolating them from the whole world and making them the absolute center of this beautiful moment.",
+ "token_credit_reward": 10.25,
+ "selected_reward": 10.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion medium shot with a shallow depth of field, featuring two protagonists in a dreamlike peach blossom forest. The hero wears a flowing white silk robe with a simple headband; the heroine wears a pale pink gauze gown with wide sleeves. Two slender swords intertwine and swirl in the air, catching soft afternoon sunlight filtering through blossoms, creating a tranquil, romantic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and background, with consistent lighting and color grading that supports the romantic mood. There are no major distortions or artifacts, and the shallow depth of field is convincingly rendered. However, some fine details—such as subtle hand positioning during sword handling and micro-textures on fabrics—are not perfectly resolved, which keeps the quality at a mid level rather than high-end.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The scene captures the core elements: two protagonists, a medium shot, a shallow depth of field, and a dreamlike peach blossom setting. The hero’s white silk robe and the heroine’s pale pink gown align with the description, and the ethereal atmosphere is conveyed. A few minor deviations exist in exact pose timing and fabric dynamics, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and interactions, with believable lighting and spatial relationships. Some subtle inconsistencies appear in hand positioning during sword manipulation and in how fabric moves with motion, which slightly reduce realism but do not break coherence.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.453125,
+ "TA": 3.578125,
+ "MQ": 3.25,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion medium shot with a shallow depth of field, featuring two protagonists in a dreamlike peach blossom forest. The hero wears a flowing white silk robe with a simple headband; the heroine wears a pale pink gauze gown with wide sleeves. Two slender swords intertwine and swirl in the air, catching soft afternoon sunlight filtering through blossoms, creating a tranquil, romantic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and background, with consistent lighting and color grading that supports the romantic mood. There are no major distortions or artifacts, and the shallow depth of field is convincingly rendered. However, some fine details—such as subtle hand positioning during sword handling and micro-textures on fabrics—are not perfectly resolved, which keeps the quality at a mid level rather than high-end.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The scene captures the core elements: two protagonists, a medium shot, a shallow depth of field, and a dreamlike peach blossom setting. The hero’s white silk robe and the heroine’s pale pink gown align with the description, and the ethereal atmosphere is conveyed. A few minor deviations exist in exact pose timing and fabric dynamics, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and interactions, with believable lighting and spatial relationships. Some subtle inconsistencies appear in hand positioning during sword manipulation and in how fabric moves with motion, which slightly reduce realism but do not break coherence.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow-motion medium shot, employing a shallow depth of field, pans slowly and almost imperceptibly around a pair of protagonists. They are nestled deep within a dreamlike peach blossom forest. The hero, clad in a flowing white silk robe, his jet-black hair tied back with a simple headband, is handsome, his gaze focused and gentle. The heroine, clad in a pale pink gauze gown with wide sleeves, swaying gently with her movements. Her long, cascading hair, accessorized only by a wooden hairpin, remains locked with the hero's gaze, a knowing smile playing on her lips. Their movements are fluid and seamless, as if engaged in a silent dialogue. Two slender swords gracefully intertwine and swirl in the air, their blades not meant for combat but rather entwined and guided like the arms of a dancing partner. Catching the soft afternoon sunlight filtering through the lush blossoms, the sharp blades reflect a fleeting, dazzling silver glint, a dynamic focal point. Due to the use of an extremely shallow depth of field, the thousands of blooming peach blossoms behind them were completely blurred, blending into a soft and hazy background of light spots composed of varying shades of pink and white, making the sword-dancing couple seem to be suspended in a flowing Impressionist painting. The entire picture is shrouded in a tranquil, extremely romantic and poetic atmosphere, isolating them from the whole world and making them the absolute center of this beautiful moment.",
+ "seed": 17670,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_0/index_4904_seed_17670_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": 3.078125,
+ "video_score2_ta": 3.859375,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 10.0,
+ "avg": 10.015625,
+ "reward_records": [
+ {
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+ "question": "slow-motion medium shot, employing a shallow depth of field, pans slowly and almost imperceptibly around a pair of protagonists. They are nestled deep within a dreamlike peach blossom forest. The hero, clad in a flowing white silk robe, his jet-black hair tied back with a simple headband, is handsome, his gaze focused and gentle. The heroine, clad in a pale pink gauze gown with wide sleeves, swaying gently with her movements. Her long, cascading hair, accessorized only by a wooden hairpin, remains locked with the hero's gaze, a knowing smile playing on her lips. Their movements are fluid and seamless, as if engaged in a silent dialogue. Two slender swords gracefully intertwine and swirl in the air, their blades not meant for combat but rather entwined and guided like the arms of a dancing partner. Catching the soft afternoon sunlight filtering through the lush blossoms, the sharp blades reflect a fleeting, dazzling silver glint, a dynamic focal point. Due to the use of an extremely shallow depth of field, the thousands of blooming peach blossoms behind them were completely blurred, blending into a soft and hazy background of light spots composed of varying shades of pink and white, making the sword-dancing couple seem to be suspended in a flowing Impressionist painting. The entire picture is shrouded in a tranquil, extremely romantic and poetic atmosphere, isolating them from the whole world and making them the absolute center of this beautiful moment.",
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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 slow-motion medium shot with a shallow depth of field, featuring two protagonists in a dreamlike peach blossom forest. The hero wears a flowing white silk robe with a simple headband; the heroine wears a pale pink gauze gown with wide sleeves. Two slender swords intertwine and swirl in the air, catching soft afternoon sunlight filtering through blossoms, creating a tranquil, romantic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and background, with consistent lighting and color grading that supports the romantic mood. The shallow depth of field is present and contributes to the dreamy look, though some background blur is not perfectly uniform. There are no major distortions or artifacts, and transitions between frames are smooth. The result is aesthetically pleasing but not exceptional in terms of fine detail or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The scene captures the core elements: two protagonists, a medium shot, a shallow depth of field, and a dreamlike peach blossom setting. The hero’s white silk robe and the heroine’s pink gown align with the description, and the two slender swords are visible and interact in the air. The mood and composition closely reflect the intended atmosphere. Minor deviations exist in exact hand positioning and the precise choreography of the sword movements, which slightly temper perfection but do not undermine the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The characters’ proportions and interactions read as natural, and the lighting remains coherent throughout. However, there are small inconsistencies in how the swords move and interact with the hands, and some depth cues could be more convincing. These issues prevent a higher score while preserving overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.078125,
+ "TA": 3.859375,
+ "MQ": 3.078125,
+ "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 slow-motion medium shot with a shallow depth of field, featuring two protagonists in a dreamlike peach blossom forest. The hero wears a flowing white silk robe with a simple headband; the heroine wears a pale pink gauze gown with wide sleeves. Two slender swords intertwine and swirl in the air, catching soft afternoon sunlight filtering through blossoms, creating a tranquil, romantic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and background, with consistent lighting and color grading that supports the romantic mood. The shallow depth of field is present and contributes to the dreamy look, though some background blur is not perfectly uniform. There are no major distortions or artifacts, and transitions between frames are smooth. The result is aesthetically pleasing but not exceptional in terms of fine detail or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The scene captures the core elements: two protagonists, a medium shot, a shallow depth of field, and a dreamlike peach blossom setting. The hero’s white silk robe and the heroine’s pink gown align with the description, and the two slender swords are visible and interact in the air. The mood and composition closely reflect the intended atmosphere. Minor deviations exist in exact hand positioning and the precise choreography of the sword movements, which slightly temper perfection but do not undermine the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The characters’ proportions and interactions read as natural, and the lighting remains coherent throughout. However, there are small inconsistencies in how the swords move and interact with the hands, and some depth cues could be more convincing. These issues prevent a higher score while preserving overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_1/index_tensor([2466, 2466])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_1/index_tensor([2466, 2466])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4eca3d999aa417f86241eac2f6347002a1ddd59
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_1/index_tensor([2466, 2466])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 33345,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_1/index_2466_seed_33345_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.40625,
+ "video_score2_ta": 2.96875,
+ "video_score2_mq": 3.78125,
+ "video_score2_overall": 10.125,
+ "avg": 10.15625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dramatic low-angle medium shot, the camera held steady, focuses on a knight in full armor, standing deep within a dank dungeon. The only illumination comes from a flickering torch burning off-screen, its intense light casting deep, dancing shadows on the rough stone walls, creating a Caravaggio-esque chiaroscuro effect. The knight's armor, meticulously carved steel plate, is covered in tiny battle scratches and dust, giving off a rich metallic sheen in the dim light. The light sharply outlines the edges of his pauldrons and gauntlets, while the majority of his body is lost in the thick darkness. His metal-gauntleted right hand suddenly grasps the hilt of the sword at his waist, and with a swift, decisive, and explosive movement, he draws the sword from its plain leather scabbard. At the moment of drawing the sword, the carefully polished blade drew a sharp silver arc, which perfectly captured and reflected the only firelight, as if a pure white lightning tore through the stagnant darkness. The light from the sword briefly illuminated the cold visor of his helmet, and then formed an extreme contrast with the deep darkness around it. The whole picture was filled with a sense of impending conflict and a solemn and tense atmosphere. Its light and shadow texture and composition were like a dynamic Baroque 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 dramatic low-angle medium shot focusing on a knight in full armor standing deep within a dark, damp dungeon. The scene relies on a flickering torch off-screen to create intense light and deep shadows on rough stone walls, aiming for a Caravaggio-like chiaroscuro. The armor should show detailed carving and wear, with the light emphasizing the edges of the armor pieces. The sequence includes the knight drawing a sword from a leather scabbard with a swift, decisive motion, and the blade reflecting the torchlight as a bright arc. The overall mood is one of impending conflict and tension, with dynamic lighting and shadow work.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The knight remains clearly visible in full armor, with convincing metallic reflections and a moody atmosphere. The torch-lit lighting and the interplay of light and shadow are present, and the composition maintains depth. However, there are occasional minor inconsistencies in lighting balance and some frames show slight softness or compression artifacts that prevent a perfect top-tier look. Overall, Visual Quality is good and coherent, but not at the very top tier.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a knight in full armor, a dark setting, and dramatic lighting — and presents them coherently. However, key narrative moments described in the prompt are not fully realized in the footage: the sword-drawing action and the dramatic arc of the blade are not clearly depicted, and the sequence does not convincingly convey the moment of drawing from the scabbard. The alignment is moderate: many aspects align, but the central action sequence is underrepresented.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical behavior: the armor fits naturally, the knight’s stance appears stable, and the torchlight interacts plausibly with surfaces. There are no obvious physics violations. Some minor timing or motion cues could be refined, but overall the scene adheres to common-sense expectations.\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": 3.40625,
+ "TA": 2.96875,
+ "MQ": 3.78125,
+ "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 dramatic low-angle medium shot focusing on a knight in full armor standing deep within a dark, damp dungeon. The scene relies on a flickering torch off-screen to create intense light and deep shadows on rough stone walls, aiming for a Caravaggio-like chiaroscuro. The armor should show detailed carving and wear, with the light emphasizing the edges of the armor pieces. The sequence includes the knight drawing a sword from a leather scabbard with a swift, decisive motion, and the blade reflecting the torchlight as a bright arc. The overall mood is one of impending conflict and tension, with dynamic lighting and shadow work.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The knight remains clearly visible in full armor, with convincing metallic reflections and a moody atmosphere. The torch-lit lighting and the interplay of light and shadow are present, and the composition maintains depth. However, there are occasional minor inconsistencies in lighting balance and some frames show slight softness or compression artifacts that prevent a perfect top-tier look. Overall, Visual Quality is good and coherent, but not at the very top tier.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a knight in full armor, a dark setting, and dramatic lighting — and presents them coherently. However, key narrative moments described in the prompt are not fully realized in the footage: the sword-drawing action and the dramatic arc of the blade are not clearly depicted, and the sequence does not convincingly convey the moment of drawing from the scabbard. The alignment is moderate: many aspects align, but the central action sequence is underrepresented.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical behavior: the armor fits naturally, the knight’s stance appears stable, and the torchlight interacts plausibly with surfaces. There are no obvious physics violations. Some minor timing or motion cues could be refined, but overall the scene adheres to common-sense expectations.\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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+ {
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+ "seed": 33346,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_1/index_2466_seed_33346_dp_2_rank_4_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 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 dramatic low-angle medium shot focusing on a knight in full armor within a dark, medieval setting. The scene features a flickering torch providing the primary illumination, casting strong shadows that create a high-contrast chiaroscuro effect. The armor is detailed with visible scratches and dust, and the light is expected to sharply outline the edges of the armor pieces. The sequence includes the knight drawing a sword from a leather scabbard with a swift, decisive motion, followed by a bright arc of light from the sword that reflects the torchlight and creates a dramatic visual effect. Overall, the prompt envisions a visually striking, cinematic moment with precise lighting and action cues.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent but not outstanding. The knight remains clearly defined against the dark background, and the armor details are legible under the torchlight. The lighting establishes a moody atmosphere with convincing reflections on the metal surfaces. However, there are occasional minor inconsistencies in frame-to-frame stability and subtle artifacting that prevent a higher-end impression. The overall image quality is adequate and consistent, but not exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—armor presence, torch-lit ambiance, and a low-angle framing. Yet key moments described in the prompt are not fully realized: the sword-drawing action is not clearly depicted, and the dramatic arc of the sword’s light is not consistently evident across frames. The alignment is moderate: the scene conveys the intended mood and subject, but the specific dynamic actions are underrepresented.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical relationships: the knight’s stance, armor fit, and interactions with the torchlit environment feel believable. There are no glaring anatomical or mechanical inconsistencies. Some minor timing or motion cues could be smoother, but the overall physical realism remains acceptable.\n\nOverall assessment:\nThe video presents a competent rendering with adequate visual quality, moderate alignment to the prompt, and acceptable physical consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 3.109375,
+ "MQ": 2.953125,
+ "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 dramatic low-angle medium shot focusing on a knight in full armor within a dark, medieval setting. The scene features a flickering torch providing the primary illumination, casting strong shadows that create a high-contrast chiaroscuro effect. The armor is detailed with visible scratches and dust, and the light is expected to sharply outline the edges of the armor pieces. The sequence includes the knight drawing a sword from a leather scabbard with a swift, decisive motion, followed by a bright arc of light from the sword that reflects the torchlight and creates a dramatic visual effect. Overall, the prompt envisions a visually striking, cinematic moment with precise lighting and action cues.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent but not outstanding. The knight remains clearly defined against the dark background, and the armor details are legible under the torchlight. The lighting establishes a moody atmosphere with convincing reflections on the metal surfaces. However, there are occasional minor inconsistencies in frame-to-frame stability and subtle artifacting that prevent a higher-end impression. The overall image quality is adequate and consistent, but not exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—armor presence, torch-lit ambiance, and a low-angle framing. Yet key moments described in the prompt are not fully realized: the sword-drawing action is not clearly depicted, and the dramatic arc of the sword’s light is not consistently evident across frames. The alignment is moderate: the scene conveys the intended mood and subject, but the specific dynamic actions are underrepresented.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical relationships: the knight’s stance, armor fit, and interactions with the torchlit environment feel believable. There are no glaring anatomical or mechanical inconsistencies. Some minor timing or motion cues could be smoother, but the overall physical realism remains acceptable.\n\nOverall assessment:\nThe video presents a competent rendering with adequate visual quality, moderate alignment to the prompt, and acceptable physical consistency.\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 medium shot, the camera held steady, focuses on a knight in full armor, standing deep within a dank dungeon. The only illumination comes from a flickering torch burning off-screen, its intense light casting deep, dancing shadows on the rough stone walls, creating a Caravaggio-esque chiaroscuro effect. The knight's armor, meticulously carved steel plate, is covered in tiny battle scratches and dust, giving off a rich metallic sheen in the dim light. The light sharply outlines the edges of his pauldrons and gauntlets, while the majority of his body is lost in the thick darkness. His metal-gauntleted right hand suddenly grasps the hilt of the sword at his waist, and with a swift, decisive, and explosive movement, he draws the sword from its plain leather scabbard. At the moment of drawing the sword, the carefully polished blade drew a sharp silver arc, which perfectly captured and reflected the only firelight, as if a pure white lightning tore through the stagnant darkness. The light from the sword briefly illuminated the cold visor of his helmet, and then formed an extreme contrast with the deep darkness around it. The whole picture was filled with a sense of impending conflict and a solemn and tense atmosphere. Its light and shadow texture and composition were like a dynamic Baroque oil painting.",
+ "seed": 33347,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_1/index_2466_seed_33347_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": 3.15625,
+ "video_score2_ta": 3.296875,
+ "video_score2_mq": 3.6875,
+ "video_score2_overall": 10.125,
+ "avg": 10.140625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "dramatic low-angle medium shot, the camera held steady, focuses on a knight in full armor, standing deep within a dank dungeon. The only illumination comes from a flickering torch burning off-screen, its intense light casting deep, dancing shadows on the rough stone walls, creating a Caravaggio-esque chiaroscuro effect. The knight's armor, meticulously carved steel plate, is covered in tiny battle scratches and dust, giving off a rich metallic sheen in the dim light. The light sharply outlines the edges of his pauldrons and gauntlets, while the majority of his body is lost in the thick darkness. His metal-gauntleted right hand suddenly grasps the hilt of the sword at his waist, and with a swift, decisive, and explosive movement, he draws the sword from its plain leather scabbard. At the moment of drawing the sword, the carefully polished blade drew a sharp silver arc, which perfectly captured and reflected the only firelight, as if a pure white lightning tore through the stagnant darkness. The light from the sword briefly illuminated the cold visor of his helmet, and then formed an extreme contrast with the deep darkness around it. The whole picture was filled with a sense of impending conflict and a solemn and tense atmosphere. Its light and shadow texture and composition were like a dynamic Baroque 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 dramatic low-angle medium shot focusing on a knight in full armor standing deep within a dark, damp dungeon. The scene relies on a flickering torch off-screen to create intense lighting and deep shadows on rough stone walls, aiming for a Caravaggio-like chiaroscuro. The armor should show detailed carving and wear, with the light emphasizing the edges of the armor pieces. The sequence includes the knight drawing a sword from a leather scabbard with a swift, decisive motion, and the blade reflecting the torchlight as if a pure white lightning through the darkness, illuminating the helmet and creating strong light/shadow contrasts.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The knight remains clearly visible with good detail in the armor, and the torch-lit atmosphere is convincingly rendered. Lighting and shadows are generally well-executed, and the metallic surfaces read realistically. However, there are occasional minor inconsistencies in reflections and some frames show slight deviations in edge sharpness or color balance. Overall, the visual quality is strong and coherent, but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt — a knight in full armor, a dark stone setting, and a dramatic lighting scheme. However, certain aspects are underrepresented or missing: the camera angle does not consistently feel low-angle, the sword-drawing action is not clearly depicted, and the dramatic motion described in the prompt is not strongly conveyed. The alignment is moderate rather than complete, corresponding to a score of 3.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical behavior: the armor fits naturally, the torch behaves realistically, and the spatial relationships are coherent. There are no obvious physics violations, though some lighting interactions could be refined for even greater realism. Overall, physical consistency is acceptable and aligns with a score of 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.15625,
+ "TA": 3.296875,
+ "MQ": 3.6875,
+ "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 dramatic low-angle medium shot focusing on a knight in full armor standing deep within a dark, damp dungeon. The scene relies on a flickering torch off-screen to create intense lighting and deep shadows on rough stone walls, aiming for a Caravaggio-like chiaroscuro. The armor should show detailed carving and wear, with the light emphasizing the edges of the armor pieces. The sequence includes the knight drawing a sword from a leather scabbard with a swift, decisive motion, and the blade reflecting the torchlight as if a pure white lightning through the darkness, illuminating the helmet and creating strong light/shadow contrasts.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The knight remains clearly visible with good detail in the armor, and the torch-lit atmosphere is convincingly rendered. Lighting and shadows are generally well-executed, and the metallic surfaces read realistically. However, there are occasional minor inconsistencies in reflections and some frames show slight deviations in edge sharpness or color balance. Overall, the visual quality is strong and coherent, but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt — a knight in full armor, a dark stone setting, and a dramatic lighting scheme. However, certain aspects are underrepresented or missing: the camera angle does not consistently feel low-angle, the sword-drawing action is not clearly depicted, and the dramatic motion described in the prompt is not strongly conveyed. The alignment is moderate rather than complete, corresponding to a score of 3.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical behavior: the armor fits naturally, the torch behaves realistically, and the spatial relationships are coherent. There are no obvious physics violations, though some lighting interactions could be refined for even greater realism. Overall, physical consistency is acceptable and aligns with a score of 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 33348,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_1/index_2466_seed_33348_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 3.734375,
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+ "video_score2_overall": 10.25,
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+ "question": "dramatic low-angle medium shot, the camera held steady, focuses on a knight in full armor, standing deep within a dank dungeon. The only illumination comes from a flickering torch burning off-screen, its intense light casting deep, dancing shadows on the rough stone walls, creating a Caravaggio-esque chiaroscuro effect. The knight's armor, meticulously carved steel plate, is covered in tiny battle scratches and dust, giving off a rich metallic sheen in the dim light. The light sharply outlines the edges of his pauldrons and gauntlets, while the majority of his body is lost in the thick darkness. His metal-gauntleted right hand suddenly grasps the hilt of the sword at his waist, and with a swift, decisive, and explosive movement, he draws the sword from its plain leather scabbard. At the moment of drawing the sword, the carefully polished blade drew a sharp silver arc, which perfectly captured and reflected the only firelight, as if a pure white lightning tore through the stagnant darkness. The light from the sword briefly illuminated the cold visor of his helmet, and then formed an extreme contrast with the deep darkness around it. The whole picture was filled with a sense of impending conflict and a solemn and tense atmosphere. Its light and shadow texture and composition were like a dynamic Baroque oil painting.",
+ "token_credit_reward": 10.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic low-angle medium shot focusing on a knight in full armor within a dark, medieval setting. The scene features a flickering torch providing the primary illumination, casting strong shadows that create a high-contrast chiaroscuro effect. The armor is detailed with visible scratches and dust, and the light is expected to sharply outline the edges of the armor pieces. The sequence includes the knight drawing a sword from a leather scabbard with a swift, decisive motion, and the blade reflecting the torchlight as if it were a pure white lightning bolt cutting through the darkness. The overall mood should be one of impending conflict and tension, with dynamic lighting and composition reminiscent of a Baroque oil painting.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally solid. Frame 1 shows the knight in armor with good detail and atmospheric lighting; Frame 2 introduces motion blur during the sword-drawing action, but the blur is not excessive and does not obscure essential form. Frame 3 returns to clearer framing with the sword drawn. Overall, the sequence maintains decent clarity and consistent lighting, with some motion blur during action moments. This supports a Visual Quality score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt — a knight in full armor, a dark medieval setting, and a dramatic lighting scheme with a low-angle composition. However, certain nuanced aspects are underrepresented or inconsistently realized (e.g., the depth of the torch-driven chiaroscuro and the precise depiction of the sword’s reflective arc). The alignment is moderate rather than perfect, aligning with a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible armor fit and a believable sword-drawing action, with coherent spatial relationships and lighting logic. Some minor inconsistencies exist in the timing of the draw and the intensity of reflections, but they do not break overall coherence. 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": 3.0625,
+ "TA": 3.734375,
+ "MQ": 3.46875,
+ "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 dramatic low-angle medium shot focusing on a knight in full armor within a dark, medieval setting. The scene features a flickering torch providing the primary illumination, casting strong shadows that create a high-contrast chiaroscuro effect. The armor is detailed with visible scratches and dust, and the light is expected to sharply outline the edges of the armor pieces. The sequence includes the knight drawing a sword from a leather scabbard with a swift, decisive motion, and the blade reflecting the torchlight as if it were a pure white lightning bolt cutting through the darkness. The overall mood should be one of impending conflict and tension, with dynamic lighting and composition reminiscent of a Baroque oil painting.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally solid. Frame 1 shows the knight in armor with good detail and atmospheric lighting; Frame 2 introduces motion blur during the sword-drawing action, but the blur is not excessive and does not obscure essential form. Frame 3 returns to clearer framing with the sword drawn. Overall, the sequence maintains decent clarity and consistent lighting, with some motion blur during action moments. This supports a Visual Quality score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt — a knight in full armor, a dark medieval setting, and a dramatic lighting scheme with a low-angle composition. However, certain nuanced aspects are underrepresented or inconsistently realized (e.g., the depth of the torch-driven chiaroscuro and the precise depiction of the sword’s reflective arc). The alignment is moderate rather than perfect, aligning with a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible armor fit and a believable sword-drawing action, with coherent spatial relationships and lighting logic. Some minor inconsistencies exist in the timing of the draw and the intensity of reflections, but they do not break overall coherence. 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_10/index_tensor([272, 272])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_10/index_tensor([272, 272])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c045eb4a9d9029ecd3c1601f89f30e77175c3ade
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_10/index_tensor([272, 272])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 1481,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_10/index_272_seed_1481_dp_20_rank_40_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
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+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 3.5,
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+ "avg": 9.84375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level medium shot captures a scene rendered entirely in the style of traditional Chinese ink painting, emphasizing minimalism and central composition. At the center of the composition, a delicate cluster of branching coral structures, their graceful shapes resembling stag's antlers, are clearly articulated by the pure white of the paper itself. Within these calligraphically defined branches, two small fish engage in a swift, energetic battle; one a vibrant jewel-toned blue, the other a vibrant red, their colors contrasting starkly and beautifully against the monochrome surroundings. Their darting, circling movements are depicted with fluid energy, creating soft, expanding ripples in the water rendered as fine, concentric ink lines. The entire scene is set against a backdrop of textured rice paper, where a gentle, wet-on-wet application of black ink bleeds and fades into varying shades of gray. The clever use of negative space creates an atmosphere of serene, contemplative elegance, focusing on the interplay of form and fleeting movement.",
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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, eye-level medium shot rendered in traditional Chinese ink painting style, emphasizing minimalism and central composition. It specifies:\n- A delicate cluster of branching coral structures resembling stag's antlers\n- Two small fish at the center engaging in a swift, energetic battle\n- One blue, one red, vibrant colors contrasting with monochrome surroundings\n- Darting, circling movements with fluid energy\n- Soft, expanding ripples in water rendered as fine, concentric ink lines\n- Set against textured rice paper with wet-on-wet black ink bleeding into varying shades of gray\n- Serene, contemplative atmosphere with focus on interplay of form and fleeting movement\n\nVisual Quality Assessment:\nThe video adopts a deliberate painterly aesthetic that aligns with the prompt’s intent. The resolution is adequate, and the composition remains stable across frames. The brushwork texture is present and consistent, with a cohesive monochrome palette and well-defined color accents (blue and red). Water ripples and surface interactions read as stylized yet coherent within the artistic approach. Overall, the visuals are clear and cohesive, but the motion is relatively restrained, resulting in a moderate level of dynamism rather than high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nOverall alignment with the prompt is strong. The scene presents the core elements: a central composition featuring two fish, a stylized coral/antler motif, and a serene, minimalist atmosphere. The blue and red fish, their central placement, and the flowing water ripples are captured, contributing to faithful representation. Some aspects—such as the exact motion dynamics and the precise depiction of the coral/antler structure—are interpreted with artistic license, yielding a solid but not perfect match. The result reflects a high degree of fidelity to the prompt while maintaining stylistic interpretation.\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence within its stylized framework. The fish occupy plausible positions relative to the coral-like structures, and water ripples respond to implied motion in a believable manner. While some anatomical details and dynamic interactions are simplified or exaggerated due to the artistic approach, there are no glaring inconsistencies that break the overall sense-making of the scene. The combination of minimalism and expressive motion supports a reasonable 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": 3.15625,
+ "TA": 3.5,
+ "MQ": 3.1875,
+ "Overall": 9.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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, eye-level medium shot rendered in traditional Chinese ink painting style, emphasizing minimalism and central composition. It specifies:\n- A delicate cluster of branching coral structures resembling stag's antlers\n- Two small fish at the center engaging in a swift, energetic battle\n- One blue, one red, vibrant colors contrasting with monochrome surroundings\n- Darting, circling movements with fluid energy\n- Soft, expanding ripples in water rendered as fine, concentric ink lines\n- Set against textured rice paper with wet-on-wet black ink bleeding into varying shades of gray\n- Serene, contemplative atmosphere with focus on interplay of form and fleeting movement\n\nVisual Quality Assessment:\nThe video adopts a deliberate painterly aesthetic that aligns with the prompt’s intent. The resolution is adequate, and the composition remains stable across frames. The brushwork texture is present and consistent, with a cohesive monochrome palette and well-defined color accents (blue and red). Water ripples and surface interactions read as stylized yet coherent within the artistic approach. Overall, the visuals are clear and cohesive, but the motion is relatively restrained, resulting in a moderate level of dynamism rather than high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nOverall alignment with the prompt is strong. The scene presents the core elements: a central composition featuring two fish, a stylized coral/antler motif, and a serene, minimalist atmosphere. The blue and red fish, their central placement, and the flowing water ripples are captured, contributing to faithful representation. Some aspects—such as the exact motion dynamics and the precise depiction of the coral/antler structure—are interpreted with artistic license, yielding a solid but not perfect match. The result reflects a high degree of fidelity to the prompt while maintaining stylistic interpretation.\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence within its stylized framework. The fish occupy plausible positions relative to the coral-like structures, and water ripples respond to implied motion in a believable manner. While some anatomical details and dynamic interactions are simplified or exaggerated due to the artistic approach, there are no glaring inconsistencies that break the overall sense-making of the scene. The combination of minimalism and expressive motion supports a reasonable 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"
+ ]
+ },
+ {
+ "prompt": "static, eye-level medium shot captures a scene rendered entirely in the style of traditional Chinese ink painting, emphasizing minimalism and central composition. At the center of the composition, a delicate cluster of branching coral structures, their graceful shapes resembling stag's antlers, are clearly articulated by the pure white of the paper itself. Within these calligraphically defined branches, two small fish engage in a swift, energetic battle; one a vibrant jewel-toned blue, the other a vibrant red, their colors contrasting starkly and beautifully against the monochrome surroundings. Their darting, circling movements are depicted with fluid energy, creating soft, expanding ripples in the water rendered as fine, concentric ink lines. The entire scene is set against a backdrop of textured rice paper, where a gentle, wet-on-wet application of black ink bleeds and fades into varying shades of gray. The clever use of negative space creates an atmosphere of serene, contemplative elegance, focusing on the interplay of form and fleeting movement.",
+ "seed": 1482,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_10/index_272_seed_1482_dp_20_rank_40_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.828125,
+ "video_score2_ta": 2.703125,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 8.5,
+ "avg": 8.484375,
+ "reward_records": [
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium shot in traditional Chinese ink painting style, featuring a delicate cluster of branching coral-like structures resembling stag's antlers, rendered in pure white on textured rice paper. It calls for two small fish in a swift, energetic battle—one blue and one red—darting and circling with fluid motion, accompanied by soft, expanding ripples in the water rendered as fine, concentric ink lines. The scene should emphasize minimalism and central composition, with a serene, contemplative mood created by the interplay of form and fleeting movement.\n\nVisual Quality Assessment:\nThe video adopts a deliberate painterly aesthetic with a consistent grayish background and a central tree motif. The resolution is adequate but not high, and the overall look remains coherent across frames. The red and blue elements appear and evolve within the composition, with some variation in sharpness and edge definition. Water ripples exist but are not highly detailed or dynamic. Overall, the visual quality is moderate (score 3): recognizable and stylistically intentional, but lacking the crispness and fine detail expected in higher-quality renders.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures the general idea of a stylized, minimalist scene with central composition and color contrast between red and blue. However, several key specifics are not convincingly realized: the coral-like structures are not clearly identifiable as stag antlers, and the fish movements do not consistently convey the described dynamic, energetic battle. The water dynamics and ripple patterns are understated rather than the intricate, concentric lines suggested by the prompt. In sum, the alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence within its stylized framework. The tree, water, and color interactions behave in a plausible, non-literal manner, and there are no glaring logical contradictions. Some aspects (e.g., the exact morphology of the coral-like elements and the intensity of the fish interaction) are simplified, but the overall physical logic remains intact. This yields a moderate level of common-sense consistency (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",
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+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium shot in traditional Chinese ink painting style, featuring a delicate cluster of branching coral-like structures resembling stag's antlers, rendered in pure white on textured rice paper. It calls for two small fish in a swift, energetic battle—one blue and one red—darting and circling with fluid motion, accompanied by soft, expanding ripples in the water rendered as fine, concentric ink lines. The scene should emphasize minimalism and central composition, with a serene, contemplative mood created by the interplay of form and fleeting movement.\n\nVisual Quality Assessment:\nThe video adopts a deliberate painterly aesthetic with a consistent grayish background and a central tree motif. The resolution is adequate but not high, and the overall look remains coherent across frames. The red and blue elements appear and evolve within the composition, with some variation in sharpness and edge definition. Water ripples exist but are not highly detailed or dynamic. Overall, the visual quality is moderate (score 3): recognizable and stylistically intentional, but lacking the crispness and fine detail expected in higher-quality renders.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures the general idea of a stylized, minimalist scene with central composition and color contrast between red and blue. However, several key specifics are not convincingly realized: the coral-like structures are not clearly identifiable as stag antlers, and the fish movements do not consistently convey the described dynamic, energetic battle. The water dynamics and ripple patterns are understated rather than the intricate, concentric lines suggested by the prompt. In sum, the alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence within its stylized framework. The tree, water, and color interactions behave in a plausible, non-literal manner, and there are no glaring logical contradictions. Some aspects (e.g., the exact morphology of the coral-like elements and the intensity of the fish interaction) are simplified, but the overall physical logic remains intact. This yields a moderate level of common-sense consistency (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 1483,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_10/index_272_seed_1483_dp_21_rank_42_sample_2_slot_0.mp4",
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+ "video_score2_ta": 2.84375,
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+ "video_score2_overall": 7.8125,
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+ "question": "static, eye-level medium shot captures a scene rendered entirely in the style of traditional Chinese ink painting, emphasizing minimalism and central composition. At the center of the composition, a delicate cluster of branching coral structures, their graceful shapes resembling stag's antlers, are clearly articulated by the pure white of the paper itself. Within these calligraphically defined branches, two small fish engage in a swift, energetic battle; one a vibrant jewel-toned blue, the other a vibrant red, their colors contrasting starkly and beautifully against the monochrome surroundings. Their darting, circling movements are depicted with fluid energy, creating soft, expanding ripples in the water rendered as fine, concentric ink lines. The entire scene is set against a backdrop of textured rice paper, where a gentle, wet-on-wet application of black ink bleeds and fades into varying shades of gray. The clever use of negative space creates an atmosphere of serene, contemplative elegance, focusing on the interplay of form and fleeting movement.",
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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, eye-level medium shot rendered in traditional Chinese ink painting style, featuring:\n- A delicate cluster of branching coral structures (resembling stag's antlers)\n- Two small fish engaged in a swift, energetic battle\n- One blue, one red, with vibrant colors contrasting against monochrome surroundings\n- Fluid, dynamic movements with soft, expanding ripples in water\n- Fine, concentric ink lines representing water ripples\n- Textured rice paper backdrop with wet-on-wet ink application\n- Serene, contemplative atmosphere through use of negative space\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The frames show decent resolution and a consistent artistic treatment, but there are noticeable limitations that prevent a higher score. The stylized rendering remains coherent across frames, yet some textures appear slightly flat and certain details lack the crispness expected in high-end ink painting reproduction. The sequence maintains a steady composition and smooth progression, but it does not reach the level of refinement implied by the prompt.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video adopts a minimalist, centered composition and includes a coral-like structure and two fish with color contrast, which aligns with several elements. However, key aspects of the prompt are underrepresented or misrepresented: the water dynamics are simplified, the fish movements are not highly fluid, and the overall ink painting texture and depth are not convincingly realized. The result reflects a moderate degree of fidelity rather than full alignment.\n\nPhysical/Common-sense Consistency:\nThere are notable gaps in physical realism. While the scene maintains basic spatial relationships, the water interaction and ripple behavior do not convincingly reflect real-world physics, and the motion of the fish lacks the nuanced dynamics suggested by the prompt. The overall depiction leans toward stylization rather than strict physical accuracy, indicating limited common-sense consistency.\n\nGround-truth scores:\nVisual Quality: 3\nText-to-Video Alignment: 3\nPhysical/Common-sense Consistency: 2\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 2
+ },
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+ "MQ": 2.890625,
+ "Overall": 7.8125
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium shot rendered in traditional Chinese ink painting style, featuring:\n- A delicate cluster of branching coral structures (resembling stag's antlers)\n- Two small fish engaged in a swift, energetic battle\n- One blue, one red, with vibrant colors contrasting against monochrome surroundings\n- Fluid, dynamic movements with soft, expanding ripples in water\n- Fine, concentric ink lines representing water ripples\n- Textured rice paper backdrop with wet-on-wet ink application\n- Serene, contemplative atmosphere through use of negative space\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The frames show decent resolution and a consistent artistic treatment, but there are noticeable limitations that prevent a higher score. The stylized rendering remains coherent across frames, yet some textures appear slightly flat and certain details lack the crispness expected in high-end ink painting reproduction. The sequence maintains a steady composition and smooth progression, but it does not reach the level of refinement implied by the prompt.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video adopts a minimalist, centered composition and includes a coral-like structure and two fish with color contrast, which aligns with several elements. However, key aspects of the prompt are underrepresented or misrepresented: the water dynamics are simplified, the fish movements are not highly fluid, and the overall ink painting texture and depth are not convincingly realized. The result reflects a moderate degree of fidelity rather than full alignment.\n\nPhysical/Common-sense Consistency:\nThere are notable gaps in physical realism. While the scene maintains basic spatial relationships, the water interaction and ripple behavior do not convincingly reflect real-world physics, and the motion of the fish lacks the nuanced dynamics suggested by the prompt. The overall depiction leans toward stylization rather than strict physical accuracy, indicating limited common-sense consistency.\n\nGround-truth scores:\nVisual Quality: 3\nText-to-Video Alignment: 3\nPhysical/Common-sense Consistency: 2\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
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+ {
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+ "seed": 1484,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_10/index_272_seed_1484_dp_21_rank_42_sample_3_slot_1.mp4",
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+ "video_score2_ta": 2.390625,
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+ "video_score2_overall": 7.3125,
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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 envisions a static, eye-level medium shot rendered in traditional Chinese ink painting style, featuring a delicate cluster of branching coral-like structures at the center, with two small fish in a dynamic blue-and-red battle, set against textured rice paper with wet-on-wet ink effects and a serene, contemplative mood. The video adopts a minimalist composition and a central focal point, but the execution diverges from authentic ink painting aesthetics. The coral motif reads more like stylized tree branches than authentic antler-like formations, and the fish are simplified geometric shapes rather than expressive, organic forms. The water surface shows basic ripple effects, yet the overall texture and motion do not convincingly mimic real ink wash techniques or the nuanced layering typical of traditional painting. Overall, the alignment with the prompt is moderate: several core elements are present, but key stylistic and material cues are only partially realized.\n\nVisual Quality Analysis:\nThe video presents a moderate level of visual quality. Resolution is adequate and the composition remains readable, but there are noticeable limitations in detail and texture that prevent a high-fidelity impression. The rendering leans toward digital illustration rather than authentic ink painting, with flat textures and limited depth. The fish and coral motifs are recognizable, but edges can appear slightly jagged and shading lacks the subtlety of genuine ink work. Water ripples exist but do not exhibit the organic variation seen in real water dynamics. In sum, the visuals are coherent and legible, but they do not achieve strong artistic depth or tactile realism.\n\nText-to-Video Alignment Analysis:\nThe video captures several core prompt elements—central composition, two fish, and a water setting—yet the execution diverges notably from the intended ink painting aesthetic. The coral structures resemble stylized tree branches rather than authentic antler-like formations, and the fish are simplified geometric shapes lacking organic expression. The water ripples are present but lack the nuanced dynamics of real water. While some aspects align (central focus, color contrast between blue and red, basic water interaction), the overall style and material properties do not convincingly realize the traditional ink painting approach. Overall alignment is moderate.\n\nPhysical Consistency (Common-sense):\nThe scene maintains basic physical coherence: fish occupy plausible positions within the water, and ripples respond to implied motion. However, the stylized rendering reduces perceptual realism and introduces mild inconsistencies in scale and motion cues. There are no glaring physical contradictions, but the simplified geometry and uniform textures temper the sense of naturalistic behavior. Overall, physical consistency is acceptable but not strongly convincing.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.984375,
+ "TA": 2.390625,
+ "MQ": 2.9375,
+ "Overall": 7.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions a static, eye-level medium shot rendered in traditional Chinese ink painting style, featuring a delicate cluster of branching coral-like structures at the center, with two small fish in a dynamic blue-and-red battle, set against textured rice paper with wet-on-wet ink effects and a serene, contemplative mood. The video adopts a minimalist composition and a central focal point, but the execution diverges from authentic ink painting aesthetics. The coral motif reads more like stylized tree branches than authentic antler-like formations, and the fish are simplified geometric shapes rather than expressive, organic forms. The water surface shows basic ripple effects, yet the overall texture and motion do not convincingly mimic real ink wash techniques or the nuanced layering typical of traditional painting. Overall, the alignment with the prompt is moderate: several core elements are present, but key stylistic and material cues are only partially realized.\n\nVisual Quality Analysis:\nThe video presents a moderate level of visual quality. Resolution is adequate and the composition remains readable, but there are noticeable limitations in detail and texture that prevent a high-fidelity impression. The rendering leans toward digital illustration rather than authentic ink painting, with flat textures and limited depth. The fish and coral motifs are recognizable, but edges can appear slightly jagged and shading lacks the subtlety of genuine ink work. Water ripples exist but do not exhibit the organic variation seen in real water dynamics. In sum, the visuals are coherent and legible, but they do not achieve strong artistic depth or tactile realism.\n\nText-to-Video Alignment Analysis:\nThe video captures several core prompt elements—central composition, two fish, and a water setting—yet the execution diverges notably from the intended ink painting aesthetic. The coral structures resemble stylized tree branches rather than authentic antler-like formations, and the fish are simplified geometric shapes lacking organic expression. The water ripples are present but lack the nuanced dynamics of real water. While some aspects align (central focus, color contrast between blue and red, basic water interaction), the overall style and material properties do not convincingly realize the traditional ink painting approach. Overall alignment is moderate.\n\nPhysical Consistency (Common-sense):\nThe scene maintains basic physical coherence: fish occupy plausible positions within the water, and ripples respond to implied motion. However, the stylized rendering reduces perceptual realism and introduces mild inconsistencies in scale and motion cues. There are no glaring physical contradictions, but the simplified geometry and uniform textures temper the sense of naturalistic behavior. Overall, physical consistency is acceptable but not strongly convincing.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_11/index_tensor([3273, 3273])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_11/index_tensor([3273, 3273])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e02de6411bc62645a3d82c8930ee5d02772eb16
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_11/index_tensor([3273, 3273])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "The camera panned in a slow, steady 360-degree circle, capturing a monstrous creature made of pure nightmare within a featureless, inky black void. The creature's form was amorphous, its bulk composed of a viscous, translucent black ichor and countless writhing shadowy tentacles. Within its fluid body, faint fragments of iridescent, insect-like shells and tangled skeletal remains could be seen. Its toothless, bottomless, swirling maw slowly and inexorably closed, attempting to devour a struggling luminous source with a crystalline core. The orb pulsed violently, each contraction casting desperate, frantic beams of golden-white light that pierced the darkness, momentarily illuminating sickening details of the creature's form and reflecting sickly greens and purples across its iridescent carapace. Carefully yet resolutely, the creature's shadowy tentacles coiled and tightened, the crystalline core of the orb showing clear cracks from the immense pressure. The entire scene perfectly embodies Guillermo del Toro’s eerie aesthetic, blending cosmic horror with tragic beauty to create a visual spectacle that is both gorgeous and deeply unsettling.",
+ "seed": 17553,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a monstrous creature made of pure nightmare within a featureless, inky black void. It has an amorphous form with a viscous, translucent black ichor and countless writhing shadowy tentacles. Inside its fluid body, faint fragments of iridescent, insect-like shells and tangled skeletal remains are visible. The creature's toothless, bottomless, swirling maw slowly closes, attempting to devour a struggling luminous source with a crystalline core. The orb pulses violently, with each contraction casting desperate, frantic beams of golden-white light that pierce the darkness, momentarily illuminating sickening details of the creature's form and reflecting sickly greens and purples across its iridescent carapace. The shadowy tentacles coil and tighten, and the crystalline core shows clear cracks under pressure. The scene aims to embody Guillermo del Toro's eerie aesthetic, blending cosmic horror with tragic beauty to create a visual spectacle that is both gorgeous and deeply unsettling.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The creature remains clearly defined against the dark background, with good contrast and atmospheric lighting that supports the mood. The iridescent carapace and the luminescent elements are present, and the tentacle-like structures are discernible. However, there are occasional minor inconsistencies in texture detail and color balance, and some frames show slight softness or compression artifacts. Overall, the visuals are coherent and well-rendered, but they do not reach the highest level of polish throughout.\n\nText-to-Video Alignment Analysis:\nThe video aligns closely with the prompt overall. The creature, its amorphous form, the viscous black substance, and the numerous tentacle-like projections are clearly represented. The maw is visible and appears to close over time, and the internal fragments resemble the described elements. The intense golden-white illumination and the reflective color shifts are present, contributing to the intended atmosphere. While most aspects match the description, a few nuanced details (such as exact timing of the maw closure or the precise interaction between the core and the surrounding substance) are not perfectly synchronized, resulting in a strong but not perfect alignment.\n\nPhysical Consistency / Common-sense:\nThe scene maintains a coherent internal logic: the creature behaves in a way consistent with its fantastical anatomy, and the interactions among the maw, tentacles, and internal fragments follow plausible dynamics within the fantasy context. There are no glaring contradictions in how the components move or interact, though a few moments show minor deviations in scale or timing that prevent a flawless sense of physical realism.\n\nOverall assessment:\nThe video delivers a strong, cohesive interpretation of the prompt with solid visual quality, faithful alignment to the textual description, and believable internal consistency. The results reflect a high-quality production with minor imperfections that keep all three dimensions at a solid, above-average level.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 2.78125,
+ "TA": 3.890625,
+ "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 to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a monstrous creature made of pure nightmare within a featureless, inky black void. It has an amorphous form with a viscous, translucent black ichor and countless writhing shadowy tentacles. Inside its fluid body, faint fragments of iridescent, insect-like shells and tangled skeletal remains are visible. The creature's toothless, bottomless, swirling maw slowly closes, attempting to devour a struggling luminous source with a crystalline core. The orb pulses violently, with each contraction casting desperate, frantic beams of golden-white light that pierce the darkness, momentarily illuminating sickening details of the creature's form and reflecting sickly greens and purples across its iridescent carapace. The shadowy tentacles coil and tighten, and the crystalline core shows clear cracks under pressure. The scene aims to embody Guillermo del Toro's eerie aesthetic, blending cosmic horror with tragic beauty to create a visual spectacle that is both gorgeous and deeply unsettling.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The creature remains clearly defined against the dark background, with good contrast and atmospheric lighting that supports the mood. The iridescent carapace and the luminescent elements are present, and the tentacle-like structures are discernible. However, there are occasional minor inconsistencies in texture detail and color balance, and some frames show slight softness or compression artifacts. Overall, the visuals are coherent and well-rendered, but they do not reach the highest level of polish throughout.\n\nText-to-Video Alignment Analysis:\nThe video aligns closely with the prompt overall. The creature, its amorphous form, the viscous black substance, and the numerous tentacle-like projections are clearly represented. The maw is visible and appears to close over time, and the internal fragments resemble the described elements. The intense golden-white illumination and the reflective color shifts are present, contributing to the intended atmosphere. While most aspects match the description, a few nuanced details (such as exact timing of the maw closure or the precise interaction between the core and the surrounding substance) are not perfectly synchronized, resulting in a strong but not perfect alignment.\n\nPhysical Consistency / Common-sense:\nThe scene maintains a coherent internal logic: the creature behaves in a way consistent with its fantastical anatomy, and the interactions among the maw, tentacles, and internal fragments follow plausible dynamics within the fantasy context. There are no glaring contradictions in how the components move or interact, though a few moments show minor deviations in scale or timing that prevent a flawless sense of physical realism.\n\nOverall assessment:\nThe video delivers a strong, cohesive interpretation of the prompt with solid visual quality, faithful alignment to the textual description, and believable internal consistency. The results reflect a high-quality production with minor imperfections that keep all three dimensions at a solid, above-average level.\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": 17554,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_11/index_3273_seed_17554_dp_22_rank_44_sample_1_slot_1.mp4",
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+ "video_score2_ta": 3.046875,
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+ "video_score2_overall": 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 monstrous creature made of pure nightmare within a featureless, inky black void. It mentions:\n- Camera panning in a slow, steady 360-degree circle\n- Amorphous form \n- Viscous, translucent black ichor\n- Countless writhing shadowy tentacles\n- Faint fragments of iridescent, insect-like shells\n- Tangled skeletal remains\n- Bottomless, swirling maw that slowly closes\n- Attempts to devour a struggling luminous source with crystalline core\n- Orb pulses violently with contractions\n- Desperate, frantic beams of golden-white light\n- Momentary illumination of sickening details\n- Shadowy tentacles coiling and tightening\n- Crystalline core showing cracks under pressure\n- Cosmic horror aesthetic\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and a dark, moody atmosphere, but there are noticeable inconsistencies in lighting and color grading across shots. Some frames exhibit mild artifacting or slight softness, and the overall polish is not at the level of high-end production. The creature remains identifiable, but the presentation lacks the refinement expected for top-tier visuals.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a dark, amorphous creature with a bottomless maw, visible teeth, and a golden-white light beam. However, certain nuanced aspects such as the precise texture of the black ichor, the intricate interaction between tentacles and the body, and the subtle dynamics of the crystalline core under pressure are not fully realized. The sequence conveys the intended mood and progression, but some details remain underdeveloped.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The creature’s basic structure and motion feel plausible within a fantastical context, and the lighting effects support the narrative. Yet some interactions and deformations appear simplified or inconsistently applied, and a few moments strain plausibility under real-world physics. Overall, the scene maintains coherence while embracing stylized fantasy.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.046875,
+ "MQ": 2.96875,
+ "Overall": 9.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a monstrous creature made of pure nightmare within a featureless, inky black void. It mentions:\n- Camera panning in a slow, steady 360-degree circle\n- Amorphous form \n- Viscous, translucent black ichor\n- Countless writhing shadowy tentacles\n- Faint fragments of iridescent, insect-like shells\n- Tangled skeletal remains\n- Bottomless, swirling maw that slowly closes\n- Attempts to devour a struggling luminous source with crystalline core\n- Orb pulses violently with contractions\n- Desperate, frantic beams of golden-white light\n- Momentary illumination of sickening details\n- Shadowy tentacles coiling and tightening\n- Crystalline core showing cracks under pressure\n- Cosmic horror aesthetic\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and a dark, moody atmosphere, but there are noticeable inconsistencies in lighting and color grading across shots. Some frames exhibit mild artifacting or slight softness, and the overall polish is not at the level of high-end production. The creature remains identifiable, but the presentation lacks the refinement expected for top-tier visuals.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a dark, amorphous creature with a bottomless maw, visible teeth, and a golden-white light beam. However, certain nuanced aspects such as the precise texture of the black ichor, the intricate interaction between tentacles and the body, and the subtle dynamics of the crystalline core under pressure are not fully realized. The sequence conveys the intended mood and progression, but some details remain underdeveloped.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The creature’s basic structure and motion feel plausible within a fantastical context, and the lighting effects support the narrative. Yet some interactions and deformations appear simplified or inconsistently applied, and a few moments strain plausibility under real-world physics. Overall, the scene maintains coherence while embracing stylized fantasy.\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": 17555,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_11/index_3273_seed_17555_dp_23_rank_46_sample_2_slot_0.mp4",
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+ "token_credit_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 monstrous creature made of pure nightmare within a featureless, inky black void. The creature's form is amorphous, with a viscous, translucent black ichor and countless writhing shadowy tentacles. Within its fluid body, faint fragments of iridescent, insect-like shells and tangled skeletal remains can be seen. Its toothless, bottomless, swirling maw slowly and inexorably closes, attempting to devour a struggling luminous source with a crystalline core. The orb pulses violently, each contraction casting desperate, frantic beams of golden-white light that pierce the darkness, momentarily illuminating sickening details of the creature's form and reflecting sickly greens and purples across its iridescent carapace. The shadowy tentacles coil and tighten, and the crystalline core shows clear cracks from the immense pressure. The scene aims to embody Guillermo del Toro's eerie aesthetic, blending cosmic horror with tragic beauty to create a visual spectacle that is both gorgeous and deeply unsettling.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The creature remains clearly defined against a dark background, with good contrast and consistent lighting. The iridescent carapace and the glowing elements read well, and the overall rendering is coherent. However, there are occasional minor artifacts or slight softness in some frames, which prevents a perfect top-tier score. Overall, Visual Quality is strong and aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key aspects of the prompt, including the dark, inky void and the presence of a monstrous, amorphous entity with a translucent, iridescent surface and visible internal structures. However, certain dynamic and transformative elements described in the prompt are not fully realized in the static frames (e.g., the maw closing over time, the pulsing of the orb, and the evolution of the tentacles). The alignment is moderate rather than complete, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains internal coherence: the creature's anatomy, lighting, and reflective properties behave consistently with the described scenario, and there are no obvious logical contradictions. This supports a high level of common-sense consistency, corresponding to a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 2.90625,
+ "TA": 3.34375,
+ "MQ": 3.453125,
+ "Overall": 9.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a monstrous creature made of pure nightmare within a featureless, inky black void. The creature's form is amorphous, with a viscous, translucent black ichor and countless writhing shadowy tentacles. Within its fluid body, faint fragments of iridescent, insect-like shells and tangled skeletal remains can be seen. Its toothless, bottomless, swirling maw slowly and inexorably closes, attempting to devour a struggling luminous source with a crystalline core. The orb pulses violently, each contraction casting desperate, frantic beams of golden-white light that pierce the darkness, momentarily illuminating sickening details of the creature's form and reflecting sickly greens and purples across its iridescent carapace. The shadowy tentacles coil and tighten, and the crystalline core shows clear cracks from the immense pressure. The scene aims to embody Guillermo del Toro's eerie aesthetic, blending cosmic horror with tragic beauty to create a visual spectacle that is both gorgeous and deeply unsettling.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The creature remains clearly defined against a dark background, with good contrast and consistent lighting. The iridescent carapace and the glowing elements read well, and the overall rendering is coherent. However, there are occasional minor artifacts or slight softness in some frames, which prevents a perfect top-tier score. Overall, Visual Quality is strong and aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key aspects of the prompt, including the dark, inky void and the presence of a monstrous, amorphous entity with a translucent, iridescent surface and visible internal structures. However, certain dynamic and transformative elements described in the prompt are not fully realized in the static frames (e.g., the maw closing over time, the pulsing of the orb, and the evolution of the tentacles). The alignment is moderate rather than complete, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains internal coherence: the creature's anatomy, lighting, and reflective properties behave consistently with the described scenario, and there are no obvious logical contradictions. This supports a high level of common-sense consistency, corresponding to a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "The camera panned in a slow, steady 360-degree circle, capturing a monstrous creature made of pure nightmare within a featureless, inky black void. The creature's form was amorphous, its bulk composed of a viscous, translucent black ichor and countless writhing shadowy tentacles. Within its fluid body, faint fragments of iridescent, insect-like shells and tangled skeletal remains could be seen. Its toothless, bottomless, swirling maw slowly and inexorably closed, attempting to devour a struggling luminous source with a crystalline core. The orb pulsed violently, each contraction casting desperate, frantic beams of golden-white light that pierced the darkness, momentarily illuminating sickening details of the creature's form and reflecting sickly greens and purples across its iridescent carapace. Carefully yet resolutely, the creature's shadowy tentacles coiled and tightened, the crystalline core of the orb showing clear cracks from the immense pressure. The entire scene perfectly embodies Guillermo del Toro’s eerie aesthetic, blending cosmic horror with tragic beauty to create a visual spectacle that is both gorgeous and deeply unsettling.",
+ "seed": 17556,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_11/index_3273_seed_17556_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": 3.09375,
+ "video_score2_ta": 3.9375,
+ "video_score2_mq": 3.828125,
+ "video_score2_overall": 10.875,
+ "avg": 10.859375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "The camera panned in a slow, steady 360-degree circle, capturing a monstrous creature made of pure nightmare within a featureless, inky black void. The creature's form was amorphous, its bulk composed of a viscous, translucent black ichor and countless writhing shadowy tentacles. Within its fluid body, faint fragments of iridescent, insect-like shells and tangled skeletal remains could be seen. Its toothless, bottomless, swirling maw slowly and inexorably closed, attempting to devour a struggling luminous source with a crystalline core. The orb pulsed violently, each contraction casting desperate, frantic beams of golden-white light that pierced the darkness, momentarily illuminating sickening details of the creature's form and reflecting sickly greens and purples across its iridescent carapace. Carefully yet resolutely, the creature's shadowy tentacles coiled and tightened, the crystalline core of the orb showing clear cracks from the immense pressure. The entire scene perfectly embodies Guillermo del Toro’s eerie aesthetic, blending cosmic horror with tragic beauty to create a visual spectacle that is both gorgeous and deeply unsettling.",
+ "token_credit_reward": 10.875,
+ "selected_reward": 10.875,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a monstrous creature made of pure nightmare within a featureless, inky black void. The creature has an amorphous form with a viscous, translucent black ichor and countless writhing shadowy tentacles. Inside its fluid body, faint fragments of iridescent, insect-like shells and tangled skeletal remains are visible. The toothless, bottomless, swirling maw slowly closes, attempting to devour a struggling luminous source with a crystalline core. The orb pulses violently, with each contraction casting desperate, frantic beams of golden-white light that pierce the darkness, momentarily illuminating sickening details of the creature's form and reflecting sickly greens and purples across its iridescent carapace. The shadowy tentacles coil and tighten, and the crystalline core shows clear cracks under pressure. The scene aims to embody Guillermo del Toro's eerie aesthetic, blending cosmic horror with tragic beauty to create a visual spectacle that is both gorgeous and deeply unsettling.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain a dark, atmospheric mood with strong contrast between the creature and the void. The creature's form is clearly defined, and lighting effects from the glowing core contribute to depth and texture. The color palette emphasizes greens, purples, and golden-white highlights, and the overall rendering appears coherent with consistent shading and motion cues. While the imagery is striking and cohesive, there are occasional minor artifacts or slight softness in some frames that prevent a perfect top-tier score. Overall, Visual Quality is solid and aligns with a high-but-not-perfect rating.\n\nText-to-Video Alignment Assessment:\nThe video largely adheres to the prompt: the creature, its amorphous shape, the viscous black substance, and the numerous shadowy tentacles are present; the internal fragments and the pulsing, luminescent core are visible; the golden-white beams and the interplay of greens and purples reflect the described aesthetic. The sequence captures the intended mood and progression, and the overall alignment is strong. However, a few nuanced details (such as exact timing of the maw closure or the precise interaction between the core and the surrounding substance) are not perfectly synchronized throughout the video. This yields a robust but not flawless alignment score.\n\nPhysical Consistency / Common-sense:\nThe depiction maintains internal coherence: the creature's anatomy, the behavior of the tentacles, and the lighting dynamics follow a consistent logic within the fantastical framework. There are no glaring contradictions in how the components interact or evolve over time. Some minor deviations in dynamic timing or subtle interactions exist, but they do not undermine the overall plausibility within the imagined world. Overall, Physical Consistency is solid and consistent with a high-but-not-perfect rating.\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": 3.09375,
+ "TA": 3.9375,
+ "MQ": 3.828125,
+ "Overall": 10.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a monstrous creature made of pure nightmare within a featureless, inky black void. The creature has an amorphous form with a viscous, translucent black ichor and countless writhing shadowy tentacles. Inside its fluid body, faint fragments of iridescent, insect-like shells and tangled skeletal remains are visible. The toothless, bottomless, swirling maw slowly closes, attempting to devour a struggling luminous source with a crystalline core. The orb pulses violently, with each contraction casting desperate, frantic beams of golden-white light that pierce the darkness, momentarily illuminating sickening details of the creature's form and reflecting sickly greens and purples across its iridescent carapace. The shadowy tentacles coil and tighten, and the crystalline core shows clear cracks under pressure. The scene aims to embody Guillermo del Toro's eerie aesthetic, blending cosmic horror with tragic beauty to create a visual spectacle that is both gorgeous and deeply unsettling.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain a dark, atmospheric mood with strong contrast between the creature and the void. The creature's form is clearly defined, and lighting effects from the glowing core contribute to depth and texture. The color palette emphasizes greens, purples, and golden-white highlights, and the overall rendering appears coherent with consistent shading and motion cues. While the imagery is striking and cohesive, there are occasional minor artifacts or slight softness in some frames that prevent a perfect top-tier score. Overall, Visual Quality is solid and aligns with a high-but-not-perfect rating.\n\nText-to-Video Alignment Assessment:\nThe video largely adheres to the prompt: the creature, its amorphous shape, the viscous black substance, and the numerous shadowy tentacles are present; the internal fragments and the pulsing, luminescent core are visible; the golden-white beams and the interplay of greens and purples reflect the described aesthetic. The sequence captures the intended mood and progression, and the overall alignment is strong. However, a few nuanced details (such as exact timing of the maw closure or the precise interaction between the core and the surrounding substance) are not perfectly synchronized throughout the video. This yields a robust but not flawless alignment score.\n\nPhysical Consistency / Common-sense:\nThe depiction maintains internal coherence: the creature's anatomy, the behavior of the tentacles, and the lighting dynamics follow a consistent logic within the fantastical framework. There are no glaring contradictions in how the components interact or evolve over time. Some minor deviations in dynamic timing or subtle interactions exist, but they do not undermine the overall plausibility within the imagined world. Overall, Physical Consistency is solid and consistent with a high-but-not-perfect rating.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_12/index_tensor([5266, 5266])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_12/index_tensor([5266, 5266])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c90dc7ec9b921cc9807b06e1992f8628317b9f1
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_12/index_tensor([5266, 5266])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "This static, tight, eye-level shot, rendered with detailed, grounded realism, focuses on the determined face of an Asian man in his twenties playing pool, leaning over the table to line up a key shot. The camera captures subtle details: the subtle wrinkle of his brow beneath his neatly cropped hair, and the intensely focused reflection of a single, low-hanging pendant lamp gleaming in his dark eyes. This lone source casts a pool of warm, concentrated light onto the scene, creating sharp highlights on his cheekbones and the bridge of his nose while plunging the surrounding pool hall into a soft, blurred darkness. His left hand, firmly splayed on the rich green felt of the table, forms a perfect bridge with the cue stick, the fine traces of pale blue chalk on his fingertips visible against the dark fabric of the tabletop. Steadily and deliberately, he slides the polished maple cue back and forth through his fingers, his gaze unwavering as he moves between the cue ball and the target. His entire posture is one of quiet, focused study, creating an atmosphere of intense intimacy.",
+ "seed": 18913,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_12/index_5266_seed_18913_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": 3.0,
+ "video_score2_ta": 3.3125,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 9.5,
+ "avg": 9.53125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "This static, tight, eye-level shot, rendered with detailed, grounded realism, focuses on the determined face of an Asian man in his twenties playing pool, leaning over the table to line up a key shot. The camera captures subtle details: the subtle wrinkle of his brow beneath his neatly cropped hair, and the intensely focused reflection of a single, low-hanging pendant lamp gleaming in his dark eyes. This lone source casts a pool of warm, concentrated light onto the scene, creating sharp highlights on his cheekbones and the bridge of his nose while plunging the surrounding pool hall into a soft, blurred darkness. His left hand, firmly splayed on the rich green felt of the table, forms a perfect bridge with the cue stick, the fine traces of pale blue chalk on his fingertips visible against the dark fabric of the tabletop. Steadily and deliberately, he slides the polished maple cue back and forth through his fingers, his gaze unwavering as he moves between the cue ball and the target. His entire posture is one of quiet, focused study, creating an atmosphere of intense intimacy.",
+ "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 static, tight, eye-level shot focusing on a determined Asian man in his 20s playing pool, leaning over the table to line up a key shot. It calls for subtle details such as a neatly cropped hairstyle, a single low-hanging pendant lamp casting warm light, a pool hall setting, a left hand splayed on the green felt, and the man sliding a polished maple cue back and forth while maintaining focus on the cue ball and target. The overall mood should convey quiet concentration and an intimate atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally acceptable but not outstanding. The resolution is adequate and the subject remains reasonably clear, with consistent lighting and color balance. There are no obvious distortions or artifacts, and the depth-of-field effect appears intentional. However, the sequence feels relatively static with limited motion progression, which reduces the perceived dynamism of the scene. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a young Asian man, leaning over a pool table, and a close-up framing that emphasizes concentration. Some nuanced details are underrepresented: the hair length is not clearly cropped, the pendant lamp is not distinctly visible, and the specific action of sliding the cue back and forth is not clearly demonstrated. Despite these gaps, the essential components align well enough to support a high alignment score. Overall, Text-to-Video Alignment is strong (score 4).\n\nPhysical Consistency / Common-sense:\nThe scene presents a plausible pool-playing scenario with believable body positioning and interaction with the table and cue. While most aspects feel coherent, there are minor inconsistencies in hand placement and cue-ball contact that prevent a perfect match to real-world physics. 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": 3.0,
+ "TA": 3.3125,
+ "MQ": 3.21875,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, tight, eye-level shot focusing on a determined Asian man in his 20s playing pool, leaning over the table to line up a key shot. It calls for subtle details such as a neatly cropped hairstyle, a single low-hanging pendant lamp casting warm light, a pool hall setting, a left hand splayed on the green felt, and the man sliding a polished maple cue back and forth while maintaining focus on the cue ball and target. The overall mood should convey quiet concentration and an intimate atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally acceptable but not outstanding. The resolution is adequate and the subject remains reasonably clear, with consistent lighting and color balance. There are no obvious distortions or artifacts, and the depth-of-field effect appears intentional. However, the sequence feels relatively static with limited motion progression, which reduces the perceived dynamism of the scene. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a young Asian man, leaning over a pool table, and a close-up framing that emphasizes concentration. Some nuanced details are underrepresented: the hair length is not clearly cropped, the pendant lamp is not distinctly visible, and the specific action of sliding the cue back and forth is not clearly demonstrated. Despite these gaps, the essential components align well enough to support a high alignment score. Overall, Text-to-Video Alignment is strong (score 4).\n\nPhysical Consistency / Common-sense:\nThe scene presents a plausible pool-playing scenario with believable body positioning and interaction with the table and cue. While most aspects feel coherent, there are minor inconsistencies in hand placement and cue-ball contact that prevent a perfect match to real-world physics. 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"
+ ]
+ },
+ {
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+ "seed": 18914,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_12/index_5266_seed_18914_dp_24_rank_48_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.0625,
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+ "video_score2_overall": 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 static, tight, eye-level shot focusing on a determined Asian man in his 20s playing pool, leaning over the table to line up a key shot. It calls for subtle details such as a neatly cropped hairstyle, a single pendant lamp casting warm light, a left hand splayed on the green felt, and the man sliding a polished maple cue back and forth with unwavering gaze. The overall mood should convey quiet focus and intimate tension.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clear with decent resolution and consistent lighting. The subject remains well defined and the background blur is appropriate. However, there are occasional minor softness and slight color/contrast fluctuations that prevent a flawless presentation. Overall, Visual Quality is solid but not perfect (score 4).\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: it presents a young Asian man at a pool table, leaning over the table, with a green felt surface and a visible cue stick. The shot appears close to eye level and maintains a steady composition. Some nuanced details from the prompt are not fully realized, such as the exact hand positioning and the precise motion of sliding the cue, which reduces the alignment to a moderate level (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible real-world physics: the posture, grip, and interaction with the table feel believable, and lighting/shadows are coherent with the environment. There are no obvious inconsistencies, though minor timing or motion subtleties could be refined. Overall, Physical Consistency is acceptable (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0625,
+ "TA": 3.6875,
+ "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 static, tight, eye-level shot focusing on a determined Asian man in his 20s playing pool, leaning over the table to line up a key shot. It calls for subtle details such as a neatly cropped hairstyle, a single pendant lamp casting warm light, a left hand splayed on the green felt, and the man sliding a polished maple cue back and forth with unwavering gaze. The overall mood should convey quiet focus and intimate tension.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clear with decent resolution and consistent lighting. The subject remains well defined and the background blur is appropriate. However, there are occasional minor softness and slight color/contrast fluctuations that prevent a flawless presentation. Overall, Visual Quality is solid but not perfect (score 4).\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: it presents a young Asian man at a pool table, leaning over the table, with a green felt surface and a visible cue stick. The shot appears close to eye level and maintains a steady composition. Some nuanced details from the prompt are not fully realized, such as the exact hand positioning and the precise motion of sliding the cue, which reduces the alignment to a moderate level (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible real-world physics: the posture, grip, and interaction with the table feel believable, and lighting/shadows are coherent with the environment. There are no obvious inconsistencies, though minor timing or motion subtleties could be refined. Overall, Physical Consistency is acceptable (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "This static, tight, eye-level shot, rendered with detailed, grounded realism, focuses on the determined face of an Asian man in his twenties playing pool, leaning over the table to line up a key shot. The camera captures subtle details: the subtle wrinkle of his brow beneath his neatly cropped hair, and the intensely focused reflection of a single, low-hanging pendant lamp gleaming in his dark eyes. This lone source casts a pool of warm, concentrated light onto the scene, creating sharp highlights on his cheekbones and the bridge of his nose while plunging the surrounding pool hall into a soft, blurred darkness. His left hand, firmly splayed on the rich green felt of the table, forms a perfect bridge with the cue stick, the fine traces of pale blue chalk on his fingertips visible against the dark fabric of the tabletop. Steadily and deliberately, he slides the polished maple cue back and forth through his fingers, his gaze unwavering as he moves between the cue ball and the target. His entire posture is one of quiet, focused study, creating an atmosphere of intense intimacy.",
+ "seed": 18915,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_12/index_5266_seed_18915_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": 2.9375,
+ "video_score2_ta": 2.953125,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 8.8125,
+ "avg": 8.84375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "This static, tight, eye-level shot, rendered with detailed, grounded realism, focuses on the determined face of an Asian man in his twenties playing pool, leaning over the table to line up a key shot. The camera captures subtle details: the subtle wrinkle of his brow beneath his neatly cropped hair, and the intensely focused reflection of a single, low-hanging pendant lamp gleaming in his dark eyes. This lone source casts a pool of warm, concentrated light onto the scene, creating sharp highlights on his cheekbones and the bridge of his nose while plunging the surrounding pool hall into a soft, blurred darkness. His left hand, firmly splayed on the rich green felt of the table, forms a perfect bridge with the cue stick, the fine traces of pale blue chalk on his fingertips visible against the dark fabric of the tabletop. Steadily and deliberately, he slides the polished maple cue back and forth through his fingers, his gaze unwavering as he moves between the cue ball and the target. His entire posture is one of quiet, focused study, creating an atmosphere of intense intimacy.",
+ "token_credit_reward": 8.8125,
+ "selected_reward": 8.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, tight, eye-level shot focusing on a determined Asian man in his 20s playing pool, leaning over the table to line up a key shot. It calls for subtle details such as a neatly cropped hairstyle, a single pendant lamp casting warm light, a left hand forming a bridge with the cue stick, and a deliberate, steady motion as the cue slides through the fingers. The overall mood should convey quiet focus and an intimate atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are acceptable but not outstanding. The resolution is adequate and the subject remains reasonably clear, with the cue stick and the white cue ball visible. Lighting is generally consistent, and there is some depth-of-field blur in the background. However, there are occasional minor artifacts and slight inconsistencies in color or exposure across frames, which prevent a high-end impression. 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 man, leaning over the table, and a close-up, eye-level view with a focus on the cue-ball area. However, several nuanced details are underrepresented or missing: the hair styling is not clearly depicted as neatly cropped, the pendant lamp and its dramatic lighting are not evident, and the specific hand positioning described (a perfect bridge with the cue stick) is not clearly realized. The motion appears relatively static rather than demonstrating the deliberate, fluid action described. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical relationships among the player, the table, and the equipment, with no obvious violations of basic physics. Some minor inconsistencies exist in hand placement and cue-ball interaction, but they do not undermine overall plausibility. Overall, Physical Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.953125,
+ "MQ": 2.953125,
+ "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 static, tight, eye-level shot focusing on a determined Asian man in his 20s playing pool, leaning over the table to line up a key shot. It calls for subtle details such as a neatly cropped hairstyle, a single pendant lamp casting warm light, a left hand forming a bridge with the cue stick, and a deliberate, steady motion as the cue slides through the fingers. The overall mood should convey quiet focus and an intimate atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are acceptable but not outstanding. The resolution is adequate and the subject remains reasonably clear, with the cue stick and the white cue ball visible. Lighting is generally consistent, and there is some depth-of-field blur in the background. However, there are occasional minor artifacts and slight inconsistencies in color or exposure across frames, which prevent a high-end impression. 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 man, leaning over the table, and a close-up, eye-level view with a focus on the cue-ball area. However, several nuanced details are underrepresented or missing: the hair styling is not clearly depicted as neatly cropped, the pendant lamp and its dramatic lighting are not evident, and the specific hand positioning described (a perfect bridge with the cue stick) is not clearly realized. The motion appears relatively static rather than demonstrating the deliberate, fluid action described. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical relationships among the player, the table, and the equipment, with no obvious violations of basic physics. Some minor inconsistencies exist in hand placement and cue-ball interaction, but they do not undermine overall plausibility. 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": "This static, tight, eye-level shot, rendered with detailed, grounded realism, focuses on the determined face of an Asian man in his twenties playing pool, leaning over the table to line up a key shot. The camera captures subtle details: the subtle wrinkle of his brow beneath his neatly cropped hair, and the intensely focused reflection of a single, low-hanging pendant lamp gleaming in his dark eyes. This lone source casts a pool of warm, concentrated light onto the scene, creating sharp highlights on his cheekbones and the bridge of his nose while plunging the surrounding pool hall into a soft, blurred darkness. His left hand, firmly splayed on the rich green felt of the table, forms a perfect bridge with the cue stick, the fine traces of pale blue chalk on his fingertips visible against the dark fabric of the tabletop. Steadily and deliberately, he slides the polished maple cue back and forth through his fingers, his gaze unwavering as he moves between the cue ball and the target. His entire posture is one of quiet, focused study, creating an atmosphere of intense intimacy.",
+ "seed": 18916,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_12/index_5266_seed_18916_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.125,
+ "video_score2_ta": 3.03125,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 9.25,
+ "avg": 9.21875,
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+ "question": "This static, tight, eye-level shot, rendered with detailed, grounded realism, focuses on the determined face of an Asian man in his twenties playing pool, leaning over the table to line up a key shot. The camera captures subtle details: the subtle wrinkle of his brow beneath his neatly cropped hair, and the intensely focused reflection of a single, low-hanging pendant lamp gleaming in his dark eyes. This lone source casts a pool of warm, concentrated light onto the scene, creating sharp highlights on his cheekbones and the bridge of his nose while plunging the surrounding pool hall into a soft, blurred darkness. His left hand, firmly splayed on the rich green felt of the table, forms a perfect bridge with the cue stick, the fine traces of pale blue chalk on his fingertips visible against the dark fabric of the tabletop. Steadily and deliberately, he slides the polished maple cue back and forth through his fingers, his gaze unwavering as he moves between the cue ball and the target. His entire posture is one of quiet, focused study, creating an atmosphere of intense intimacy.",
+ "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 static, tight, eye-level shot focusing on a determined Asian man in his 20s playing pool, leaning over the table to line up a key shot. It calls for subtle details such as a neatly cropped hairstyle, a single low-hanging pendant lamp casting warm light, a left hand forming a bridge with the cue stick, and a deliberate, focused movement as he studies the cue ball and target. The scene should convey an intimate, concentrated moment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and pool elements, but there are occasional minor artifacts and slight inconsistencies in lighting across shots. The sequence remains coherent and readable, though it does not reach high-end realism or pristine detail.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a young Asian man, leaning over the table, and a pool setting with a green felt surface. The shot appears close to eye level and maintains focus on the subject. Some nuanced details from the prompt—such as precise hand positioning, exact cue-ball contact, and the subtler lighting cues—are not perfectly realized, but the main narrative and composition align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and human proportions, with believable interaction between the player, the cue stick, and the ball. However, there are minor inconsistencies in timing, grip, and subtle body mechanics 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": 3.125,
+ "TA": 3.03125,
+ "MQ": 3.0625,
+ "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, tight, eye-level shot focusing on a determined Asian man in his 20s playing pool, leaning over the table to line up a key shot. It calls for subtle details such as a neatly cropped hairstyle, a single low-hanging pendant lamp casting warm light, a left hand forming a bridge with the cue stick, and a deliberate, focused movement as he studies the cue ball and target. The scene should convey an intimate, concentrated moment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and pool elements, but there are occasional minor artifacts and slight inconsistencies in lighting across shots. The sequence remains coherent and readable, though it does not reach high-end realism or pristine detail.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a young Asian man, leaning over the table, and a pool setting with a green felt surface. The shot appears close to eye level and maintains focus on the subject. Some nuanced details from the prompt—such as precise hand positioning, exact cue-ball contact, and the subtler lighting cues—are not perfectly realized, but the main narrative and composition align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and human proportions, with believable interaction between the player, the cue stick, and the ball. However, there are minor inconsistencies in timing, grip, and subtle body mechanics 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_13/index_tensor([6810, 6810])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_13/index_tensor([6810, 6810])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f1f5eb295eba8b96bc7288fac7cdedd058ac0ce5
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_13/index_tensor([6810, 6810])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "steady medium shot, shot from a low-medium angle, precisely captures the decisive moment of a massive wave poised for impact. Like a moving, liquid mountain of deep turquoise water, its curving crests shimmer with a crystalline quality before breaking, fringed with shimmering white foam. With unstoppable force, it crashes into a rugged, black volcanic reef in the foreground, its surface slippery from years of sea-washing and dotted with deep green moss. At the moment of impact, the water erupts with astonishing force, erupting into a vast, sky-blocking cloud of pure white foam and mist. These tiny droplets are clearly outlined in the diffuse, cold light of the gloomy storm clouds, before cascading down the rough rock face like a waterfall, returning to the churning sea below. The whole picture is cold in tone and full of strong dynamic contrast, creating a primitive, magnificent and awe-inspiring dramatic atmosphere, vividly showing the irresistible wild power of nature.",
+ "seed": 9094,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_13/index_6810_seed_9094_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": 3.234375,
+ "video_score2_ta": 3.5,
+ "video_score2_mq": 3.484375,
+ "video_score2_overall": 10.25,
+ "avg": 10.21875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "steady medium shot, shot from a low-medium angle, precisely captures the decisive moment of a massive wave poised for impact. Like a moving, liquid mountain of deep turquoise water, its curving crests shimmer with a crystalline quality before breaking, fringed with shimmering white foam. With unstoppable force, it crashes into a rugged, black volcanic reef in the foreground, its surface slippery from years of sea-washing and dotted with deep green moss. At the moment of impact, the water erupts with astonishing force, erupting into a vast, sky-blocking cloud of pure white foam and mist. These tiny droplets are clearly outlined in the diffuse, cold light of the gloomy storm clouds, before cascading down the rough rock face like a waterfall, returning to the churning sea below. The whole picture is cold in tone and full of strong dynamic contrast, creating a primitive, magnificent and awe-inspiring dramatic atmosphere, vividly showing the irresistible wild power of nature.",
+ "token_credit_reward": 10.25,
+ "selected_reward": 10.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic coastal scene featuring a massive wave, turquoise water, a low-medium camera angle, a rugged black volcanic reef in the foreground, and a moment of impact with white foam and mist. The overall mood is cold-toned and high-contrast, emphasizing the raw power of nature.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color saturation, but there are noticeable limitations that prevent a higher rating. Some frames exhibit mild softness or compression artifacts, and while lighting remains generally consistent, the image sharpness and fine detail do not reach high-end levels. The sequence remains coherent and stable, though it does not achieve exceptional visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a large wave, turquoise/blue-green water, a low-medium angle, a dark reef-like foreground feature, and visible white foam at the crash. The mood and composition align well with the described scene, and the overall narrative matches the intended dramatic coastal moment. Minor deviations exist in texture details and the exact timing of the impact, but these do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The wave dynamics and foam behavior are broadly plausible, and the interaction with the reef appears believable. However, some micro-physics cues—such as spray scale, droplet trajectories, and the precise timing of the eruption—are not perfectly aligned with real-world expectations, resulting in a reasonable but not flawless depiction of natural oceanic motion.\n\n\n(1) visual quality: 3\n(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": 3.234375,
+ "TA": 3.5,
+ "MQ": 3.484375,
+ "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 dramatic coastal scene featuring a massive wave, turquoise water, a low-medium camera angle, a rugged black volcanic reef in the foreground, and a moment of impact with white foam and mist. The overall mood is cold-toned and high-contrast, emphasizing the raw power of nature.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color saturation, but there are noticeable limitations that prevent a higher rating. Some frames exhibit mild softness or compression artifacts, and while lighting remains generally consistent, the image sharpness and fine detail do not reach high-end levels. The sequence remains coherent and stable, though it does not achieve exceptional visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a large wave, turquoise/blue-green water, a low-medium angle, a dark reef-like foreground feature, and visible white foam at the crash. The mood and composition align well with the described scene, and the overall narrative matches the intended dramatic coastal moment. Minor deviations exist in texture details and the exact timing of the impact, but these do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The wave dynamics and foam behavior are broadly plausible, and the interaction with the reef appears believable. However, some micro-physics cues—such as spray scale, droplet trajectories, and the precise timing of the eruption—are not perfectly aligned with real-world expectations, resulting in a reasonable but not flawless depiction of natural oceanic motion.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "steady medium shot, shot from a low-medium angle, precisely captures the decisive moment of a massive wave poised for impact. Like a moving, liquid mountain of deep turquoise water, its curving crests shimmer with a crystalline quality before breaking, fringed with shimmering white foam. With unstoppable force, it crashes into a rugged, black volcanic reef in the foreground, its surface slippery from years of sea-washing and dotted with deep green moss. At the moment of impact, the water erupts with astonishing force, erupting into a vast, sky-blocking cloud of pure white foam and mist. These tiny droplets are clearly outlined in the diffuse, cold light of the gloomy storm clouds, before cascading down the rough rock face like a waterfall, returning to the churning sea below. The whole picture is cold in tone and full of strong dynamic contrast, creating a primitive, magnificent and awe-inspiring dramatic atmosphere, vividly showing the irresistible wild power of nature.",
+ "seed": 9095,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_13/index_6810_seed_9095_dp_26_rank_52_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 3.65625,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 9.875,
+ "avg": 9.890625,
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+ "question": "steady medium shot, shot from a low-medium angle, precisely captures the decisive moment of a massive wave poised for impact. Like a moving, liquid mountain of deep turquoise water, its curving crests shimmer with a crystalline quality before breaking, fringed with shimmering white foam. With unstoppable force, it crashes into a rugged, black volcanic reef in the foreground, its surface slippery from years of sea-washing and dotted with deep green moss. At the moment of impact, the water erupts with astonishing force, erupting into a vast, sky-blocking cloud of pure white foam and mist. These tiny droplets are clearly outlined in the diffuse, cold light of the gloomy storm clouds, before cascading down the rough rock face like a waterfall, returning to the churning sea below. The whole picture is cold in tone and full of strong dynamic contrast, creating a primitive, magnificent and awe-inspiring dramatic atmosphere, vividly showing the irresistible wild power of nature.",
+ "token_credit_reward": 9.875,
+ "selected_reward": 9.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic coastal scene featuring a massive turquoise wave approaching a dark volcanic reef, with a focus on the decisive moment of impact, white foam, and a cold, stormy atmosphere. The video largely follows this arc but does not fully realize all described details; overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color, with recognizable detail in the reef and wave. There are occasional soft areas and minor motion blur during fast movement, and some compression artifacts that slightly reduce sharpness. Lighting remains consistent across shots, and there are no major distortions or abrupt frame changes. The sequence is coherent, but the image fidelity does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents the core elements — a large turquoise wave, a dark reef in the foreground, white foam at impact, and a cold, stormy mood — and conveys the intended drama. However, certain specifics from the prompt are underrepresented or ambiguous: the precise “steady medium shot” framing is not consistently maintained, and the depiction of the “moving, liquid mountain” and the exact timing of the “decisive moment” is only partially realized. Overall, the alignment is acceptable but not exact.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The wave–reef interaction and foam behavior are plausible, and lighting/shadows support a coherent scene. Some micro-physics details (e.g., spray dynamics, droplet visibility) are simplified, and a few environmental cues (such as wind effects on spray) are not fully developed. The scene remains believable and coherent, though not a perfect physical replica.\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": 3.65625,
+ "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 dramatic coastal scene featuring a massive turquoise wave approaching a dark volcanic reef, with a focus on the decisive moment of impact, white foam, and a cold, stormy atmosphere. The video largely follows this arc but does not fully realize all described details; overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color, with recognizable detail in the reef and wave. There are occasional soft areas and minor motion blur during fast movement, and some compression artifacts that slightly reduce sharpness. Lighting remains consistent across shots, and there are no major distortions or abrupt frame changes. The sequence is coherent, but the image fidelity does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents the core elements — a large turquoise wave, a dark reef in the foreground, white foam at impact, and a cold, stormy mood — and conveys the intended drama. However, certain specifics from the prompt are underrepresented or ambiguous: the precise “steady medium shot” framing is not consistently maintained, and the depiction of the “moving, liquid mountain” and the exact timing of the “decisive moment” is only partially realized. Overall, the alignment is acceptable but not exact.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The wave–reef interaction and foam behavior are plausible, and lighting/shadows support a coherent scene. Some micro-physics details (e.g., spray dynamics, droplet visibility) are simplified, and a few environmental cues (such as wind effects on spray) are not fully developed. The scene remains believable and coherent, though not a perfect physical replica.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "steady medium shot, shot from a low-medium angle, precisely captures the decisive moment of a massive wave poised for impact. Like a moving, liquid mountain of deep turquoise water, its curving crests shimmer with a crystalline quality before breaking, fringed with shimmering white foam. With unstoppable force, it crashes into a rugged, black volcanic reef in the foreground, its surface slippery from years of sea-washing and dotted with deep green moss. At the moment of impact, the water erupts with astonishing force, erupting into a vast, sky-blocking cloud of pure white foam and mist. These tiny droplets are clearly outlined in the diffuse, cold light of the gloomy storm clouds, before cascading down the rough rock face like a waterfall, returning to the churning sea below. The whole picture is cold in tone and full of strong dynamic contrast, creating a primitive, magnificent and awe-inspiring dramatic atmosphere, vividly showing the irresistible wild power of nature.",
+ "seed": 9096,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_13/index_6810_seed_9096_dp_27_rank_54_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.171875,
+ "video_score2_ta": 3.28125,
+ "video_score2_mq": 3.375,
+ "video_score2_overall": 9.8125,
+ "avg": 9.828125,
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+ "question": "steady medium shot, shot from a low-medium angle, precisely captures the decisive moment of a massive wave poised for impact. Like a moving, liquid mountain of deep turquoise water, its curving crests shimmer with a crystalline quality before breaking, fringed with shimmering white foam. With unstoppable force, it crashes into a rugged, black volcanic reef in the foreground, its surface slippery from years of sea-washing and dotted with deep green moss. At the moment of impact, the water erupts with astonishing force, erupting into a vast, sky-blocking cloud of pure white foam and mist. These tiny droplets are clearly outlined in the diffuse, cold light of the gloomy storm clouds, before cascading down the rough rock face like a waterfall, returning to the churning sea below. The whole picture is cold in tone and full of strong dynamic contrast, creating a primitive, magnificent and awe-inspiring dramatic atmosphere, vividly showing the irresistible wild power of nature.",
+ "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 dramatic coastal scene featuring a massive wave, a low-medium camera angle, a rugged volcanic reef in the foreground, and a sequence where the wave breaks, creates a vast foam cloud, and cascades down the rock face. The overall mood is cold-toned and high-contrast, emphasizing nature's raw power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the later portions. Color saturation remains vibrant, with turquoise water contrasting against white foam and dark rock, and lighting stays consistent across shots. There are no major distortions or artifacts, and the composition remains stable; however, the lack of sharpness reduces perceived clarity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents a steady medium shot from a low-medium angle, a large wave with a curved crest, and visible white foam as it breaks. The foreground features dark volcanic rock with moss, and the sequence shows the wave crashing and producing a substantial foam cloud. The cold, high-contrast palette and the dramatic atmosphere align well with the description. Some finer details—such as the exact moment of impact or the precise dynamics of droplets—are not perfectly captured, but the overall correspondence is solid.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The wave behavior, foam formation, and interaction with the reef are plausible and coherent with real-world ocean dynamics. Lighting and color remain consistent, supporting a believable scene. A few micro-level cues (e.g., spray patterns or droplet detail) could be refined, but there are no glaring inconsistencies.\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": 3.171875,
+ "TA": 3.28125,
+ "MQ": 3.375,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic coastal scene featuring a massive wave, a low-medium camera angle, a rugged volcanic reef in the foreground, and a sequence where the wave breaks, creates a vast foam cloud, and cascades down the rock face. The overall mood is cold-toned and high-contrast, emphasizing nature's raw power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the later portions. Color saturation remains vibrant, with turquoise water contrasting against white foam and dark rock, and lighting stays consistent across shots. There are no major distortions or artifacts, and the composition remains stable; however, the lack of sharpness reduces perceived clarity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents a steady medium shot from a low-medium angle, a large wave with a curved crest, and visible white foam as it breaks. The foreground features dark volcanic rock with moss, and the sequence shows the wave crashing and producing a substantial foam cloud. The cold, high-contrast palette and the dramatic atmosphere align well with the description. Some finer details—such as the exact moment of impact or the precise dynamics of droplets—are not perfectly captured, but the overall correspondence is solid.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The wave behavior, foam formation, and interaction with the reef are plausible and coherent with real-world ocean dynamics. Lighting and color remain consistent, supporting a believable scene. A few micro-level cues (e.g., spray patterns or droplet detail) could be refined, but there are no glaring inconsistencies.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "steady medium shot, shot from a low-medium angle, precisely captures the decisive moment of a massive wave poised for impact. Like a moving, liquid mountain of deep turquoise water, its curving crests shimmer with a crystalline quality before breaking, fringed with shimmering white foam. With unstoppable force, it crashes into a rugged, black volcanic reef in the foreground, its surface slippery from years of sea-washing and dotted with deep green moss. At the moment of impact, the water erupts with astonishing force, erupting into a vast, sky-blocking cloud of pure white foam and mist. These tiny droplets are clearly outlined in the diffuse, cold light of the gloomy storm clouds, before cascading down the rough rock face like a waterfall, returning to the churning sea below. The whole picture is cold in tone and full of strong dynamic contrast, creating a primitive, magnificent and awe-inspiring dramatic atmosphere, vividly showing the irresistible wild power of nature.",
+ "seed": 9097,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_13/index_6810_seed_9097_dp_27_rank_54_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.015625,
+ "video_score2_ta": 3.90625,
+ "video_score2_mq": 3.875,
+ "video_score2_overall": 10.8125,
+ "avg": 10.796875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "steady medium shot, shot from a low-medium angle, precisely captures the decisive moment of a massive wave poised for impact. Like a moving, liquid mountain of deep turquoise water, its curving crests shimmer with a crystalline quality before breaking, fringed with shimmering white foam. With unstoppable force, it crashes into a rugged, black volcanic reef in the foreground, its surface slippery from years of sea-washing and dotted with deep green moss. At the moment of impact, the water erupts with astonishing force, erupting into a vast, sky-blocking cloud of pure white foam and mist. These tiny droplets are clearly outlined in the diffuse, cold light of the gloomy storm clouds, before cascading down the rough rock face like a waterfall, returning to the churning sea below. The whole picture is cold in tone and full of strong dynamic contrast, creating a primitive, magnificent and awe-inspiring dramatic atmosphere, vividly showing the irresistible wild power of nature.",
+ "token_credit_reward": 10.8125,
+ "selected_reward": 10.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic coastal scene featuring a massive wave, turquoise water, a low-angle viewpoint, a rugged dark reef in the foreground, and a moment of impact with white foam and mist. The overall mood is cold-toned and high-contrast, emphasizing the raw power of nature.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The resolution is adequate and color grading supports the cold, stormy atmosphere. There are occasional minor artifacts and slight softness in some frames, and a few transitions feel a touch less smooth. Water effects and foam are present and readable, though not consistently razor-sharp across all shots. The sequence remains coherent and legible, with no major distortions or abrupt changes. In sum, visual quality is good and coherent, but not at the highest level due to minor imperfections.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt: the low-angle perspective, the depiction of a large wave, turquoise water, and the moment of impact with white foam are all represented. The cold, high-contrast palette and the dramatic atmosphere match the description. A few details (such as exact reef texture or moss visibility) are not perfectly explicit, but they do not significantly detract from the overall alignment. Overall, the alignment is strong and faithful to the prompt.\n\nPhysical/Common-sense Consistency:\nThe dynamics appear plausible: the wave breaks and interacts with the reef in a way that feels consistent with coastal physics, and the scale relationships among wave, foam, and rock are believable. Lighting and environmental context support the stormy setting. While the scene reads as highly convincing, there may be minor simplifications in turbulence and spray that prevent a perfect replication of real-world behavior. Overall, physical consistency is solid and credible.\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": 3.015625,
+ "TA": 3.90625,
+ "MQ": 3.875,
+ "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 dramatic coastal scene featuring a massive wave, turquoise water, a low-angle viewpoint, a rugged dark reef in the foreground, and a moment of impact with white foam and mist. The overall mood is cold-toned and high-contrast, emphasizing the raw power of nature.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The resolution is adequate and color grading supports the cold, stormy atmosphere. There are occasional minor artifacts and slight softness in some frames, and a few transitions feel a touch less smooth. Water effects and foam are present and readable, though not consistently razor-sharp across all shots. The sequence remains coherent and legible, with no major distortions or abrupt changes. In sum, visual quality is good and coherent, but not at the highest level due to minor imperfections.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt: the low-angle perspective, the depiction of a large wave, turquoise water, and the moment of impact with white foam are all represented. The cold, high-contrast palette and the dramatic atmosphere match the description. A few details (such as exact reef texture or moss visibility) are not perfectly explicit, but they do not significantly detract from the overall alignment. Overall, the alignment is strong and faithful to the prompt.\n\nPhysical/Common-sense Consistency:\nThe dynamics appear plausible: the wave breaks and interacts with the reef in a way that feels consistent with coastal physics, and the scale relationships among wave, foam, and rock are believable. Lighting and environmental context support the stormy setting. While the scene reads as highly convincing, there may be minor simplifications in turbulence and spray that prevent a perfect replication of real-world behavior. Overall, physical consistency is solid and credible.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_14/index_tensor([8229, 8229])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_14/index_tensor([8229, 8229])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ac8e5db1406b1e99fc4f04ce6ccd8da5ce5a4949
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_14/index_tensor([8229, 8229])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 13191,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_14/index_8229_seed_13191_dp_28_rank_56_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
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+ "video_score2_vq": 2.921875,
+ "video_score2_ta": 2.40625,
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+ "video_score2_overall": 8.25,
+ "avg": 8.265625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "gentle, overhead tracking shot follows, capturing the silent and swift spread of silvery, feather-fine ice crystals across the still, dark water. The entire scene takes on the texture of a soft, translucent watercolor painting, with a natural, smudged edge. Under the cool, diffuse winter light, the sharp edges of the ice crystals advance at a visible speed, transforming the liquid surface into a solid, shimmering sheet of ice. When the ice front reaches a withered, curled lotus, it doesn't violently break it, but rather carefully slithers along its fragile stem and broken leaf edges, wrapping around it. Finally, a layer of crystal-clear ice forms, completely encasing the lotus beneath. Through the ice, its form, frozen in time, can still be clearly seen, like a poignant and tranquil natural specimen. The entire process is imbued with quiet tension and frozen poetry.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a serene winter scene where ice crystals glide across still, dark water, forming a soft, translucent watercolor-like texture under cool, diffuse lighting. It envisions a gentle overhead tracking shot following the ice as it advances over a withered lotus, culminating in a final layer of crystal-clear ice that encases the lotus while preserving its form. The overall mood is one of quiet tension and frozen poetry.\n\nVisual Quality Assessment:\nOverall, the visuals are moderate in quality. The frames show decent resolution and clear depiction of ice, water, and the lotus, with consistent lighting and believable textures. There are no obvious distortions or artifacts, and the sequence remains coherent across frames. However, the motion between frames is relatively restrained, giving a slightly static feel and reducing the sense of dynamic progression described in the prompt. In sum, visual quality is acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several elements such as the overhead perspective, the presence of ice and water, and the lotus, which aligns with parts of the description. Yet key aspects of the narrative — the rapid, visible spread of ice crystals, the transformation of the liquid surface into a solid sheet, and the ice front reaching and interacting with the lotus in a way that conveys active, dynamic interaction — are not convincingly realized. The result is a moderate level of alignment: some descriptive components are present, while others remain underdeveloped or missing.\n\nPhysical/Common-sense Consistency:\nPhysical behavior appears plausible: ice formation, water dynamics, and the lotus’s placement are coherent within a winter setting. The scene maintains consistent lighting and material properties, supporting a believable environment. The lack of pronounced motion does not introduce obvious physical contradictions; it mainly reduces the perceived dynamism of the process. 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": {
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+ "MQ": 2.9375,
+ "Overall": 8.25
+ }
+ }
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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 serene winter scene where ice crystals glide across still, dark water, forming a soft, translucent watercolor-like texture under cool, diffuse lighting. It envisions a gentle overhead tracking shot following the ice as it advances over a withered lotus, culminating in a final layer of crystal-clear ice that encases the lotus while preserving its form. The overall mood is one of quiet tension and frozen poetry.\n\nVisual Quality Assessment:\nOverall, the visuals are moderate in quality. The frames show decent resolution and clear depiction of ice, water, and the lotus, with consistent lighting and believable textures. There are no obvious distortions or artifacts, and the sequence remains coherent across frames. However, the motion between frames is relatively restrained, giving a slightly static feel and reducing the sense of dynamic progression described in the prompt. In sum, visual quality is acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several elements such as the overhead perspective, the presence of ice and water, and the lotus, which aligns with parts of the description. Yet key aspects of the narrative — the rapid, visible spread of ice crystals, the transformation of the liquid surface into a solid sheet, and the ice front reaching and interacting with the lotus in a way that conveys active, dynamic interaction — are not convincingly realized. The result is a moderate level of alignment: some descriptive components are present, while others remain underdeveloped or missing.\n\nPhysical/Common-sense Consistency:\nPhysical behavior appears plausible: ice formation, water dynamics, and the lotus’s placement are coherent within a winter setting. The scene maintains consistent lighting and material properties, supporting a believable environment. The lack of pronounced motion does not introduce obvious physical contradictions; it mainly reduces the perceived dynamism of the process. 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"
+ ]
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+ "seed": 13192,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_14/index_8229_seed_13192_dp_28_rank_56_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 sequence where ice crystals spread across a still, dark water surface, forming a translucent watercolor-like texture with soft edges. An overhead tracking shot captures the progression as the ice advances over a withered lotus, eventually encasing it beneath a clear ice layer while preserving the plant's form.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable lighting, with the lotus and surrounding ice clearly discernible. There are no major distortions or artifacts, and color/contrast remain consistent across the sequence. However, the motion between frames is relatively restrained, giving a somewhat static feel that reduces perceived dynamism. In sum, the visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video includes the overhead perspective and the presence of a lotus, but key elements of the described process are underrepresented. The rapid, visible spread of ice crystals and the formation of a distinct, rapidly advancing ice front are not convincingly depicted; the ice appears more fragmented and the transformation toward a solid, shimmering sheet is not clearly shown. The final state resembles the prompt’s ending in spirit, but the dynamic sequence is not convincingly realized.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible interactions between ice and the lotus, with the plant remaining intact and the overall behavior appearing coherent. Some details—such as the exact dynamics of ice growth and the transition to a solid sheet—are simplified or understated, resulting in a believable but not highly precise depiction of ice-water interactions.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.28125,
+ "MQ": 2.984375,
+ "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 sequence where ice crystals spread across a still, dark water surface, forming a translucent watercolor-like texture with soft edges. An overhead tracking shot captures the progression as the ice advances over a withered lotus, eventually encasing it beneath a clear ice layer while preserving the plant's form.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable lighting, with the lotus and surrounding ice clearly discernible. There are no major distortions or artifacts, and color/contrast remain consistent across the sequence. However, the motion between frames is relatively restrained, giving a somewhat static feel that reduces perceived dynamism. In sum, the visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video includes the overhead perspective and the presence of a lotus, but key elements of the described process are underrepresented. The rapid, visible spread of ice crystals and the formation of a distinct, rapidly advancing ice front are not convincingly depicted; the ice appears more fragmented and the transformation toward a solid, shimmering sheet is not clearly shown. The final state resembles the prompt’s ending in spirit, but the dynamic sequence is not convincingly realized.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible interactions between ice and the lotus, with the plant remaining intact and the overall behavior appearing coherent. Some details—such as the exact dynamics of ice growth and the transition to a solid sheet—are simplified or understated, resulting in a believable but not highly precise depiction of ice-water interactions.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "gentle, overhead tracking shot follows, capturing the silent and swift spread of silvery, feather-fine ice crystals across the still, dark water. The entire scene takes on the texture of a soft, translucent watercolor painting, with a natural, smudged edge. Under the cool, diffuse winter light, the sharp edges of the ice crystals advance at a visible speed, transforming the liquid surface into a solid, shimmering sheet of ice. When the ice front reaches a withered, curled lotus, it doesn't violently break it, but rather carefully slithers along its fragile stem and broken leaf edges, wrapping around it. Finally, a layer of crystal-clear ice forms, completely encasing the lotus beneath. Through the ice, its form, frozen in time, can still be clearly seen, like a poignant and tranquil natural specimen. The entire process is imbued with quiet tension and frozen poetry.",
+ "seed": 13193,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_14/index_8229_seed_13193_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": 3.171875,
+ "video_score2_ta": 2.296875,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 8.5,
+ "avg": 8.53125,
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+ "question": "gentle, overhead tracking shot follows, capturing the silent and swift spread of silvery, feather-fine ice crystals across the still, dark water. The entire scene takes on the texture of a soft, translucent watercolor painting, with a natural, smudged edge. Under the cool, diffuse winter light, the sharp edges of the ice crystals advance at a visible speed, transforming the liquid surface into a solid, shimmering sheet of ice. When the ice front reaches a withered, curled lotus, it doesn't violently break it, but rather carefully slithers along its fragile stem and broken leaf edges, wrapping around it. Finally, a layer of crystal-clear ice forms, completely encasing the lotus beneath. Through the ice, its form, frozen in time, can still be clearly seen, like a poignant and tranquil natural specimen. The entire process is imbued with quiet tension and frozen poetry.",
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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 sequence where ice crystals spread across still, dark water, forming a translucent, watercolor-like texture with soft edges. An overhead tracking shot captures the ice's progression as it advances over a withered lotus, eventually encasing it in a clear ice layer that preserves the lotus's form. The overall mood is one of quiet tension and natural beauty.\n\nVisual Quality Assessment:\nOverall, the visuals are moderate in quality. The imagery shows decent resolution and natural lighting, with believable water reflections and ice textures. However, there are occasional minor artifacts and slight inconsistencies in motion between frames, which prevent a high-end impression. The result is acceptable but not exceptional, aligning with a mid-range visual quality level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video includes an overhead perspective and a visible ice formation over a lotus, but several key elements are underrepresented or missing: the dynamic, rapid spread of ice crystals across the surface is not convincingly depicted, and the transformation of the water surface into a solid, shimmering sheet is not clearly shown. The depiction of the ice front reaching and interacting with the lotus is only loosely realized, and the final ice layer encasing the lotus is not convincingly portrayed. Overall, the alignment sits at a moderate level.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate. Ice behavior and light interactions are plausible, and the lotus remains structurally coherent throughout. Some aspects—such as the timing and extent of ice growth and the precise interaction with the plant—are not fully consistent with real-world expectations, but nothing is egregiously wrong. The scene maintains a credible balance between artistic interpretation and basic physical plausibility.\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,
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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.296875,
+ "MQ": 3.0625,
+ "Overall": 8.5
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a sequence where ice crystals spread across still, dark water, forming a translucent, watercolor-like texture with soft edges. An overhead tracking shot captures the ice's progression as it advances over a withered lotus, eventually encasing it in a clear ice layer that preserves the lotus's form. The overall mood is one of quiet tension and natural beauty.\n\nVisual Quality Assessment:\nOverall, the visuals are moderate in quality. The imagery shows decent resolution and natural lighting, with believable water reflections and ice textures. However, there are occasional minor artifacts and slight inconsistencies in motion between frames, which prevent a high-end impression. The result is acceptable but not exceptional, aligning with a mid-range visual quality level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video includes an overhead perspective and a visible ice formation over a lotus, but several key elements are underrepresented or missing: the dynamic, rapid spread of ice crystals across the surface is not convincingly depicted, and the transformation of the water surface into a solid, shimmering sheet is not clearly shown. The depiction of the ice front reaching and interacting with the lotus is only loosely realized, and the final ice layer encasing the lotus is not convincingly portrayed. Overall, the alignment sits at a moderate level.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate. Ice behavior and light interactions are plausible, and the lotus remains structurally coherent throughout. Some aspects—such as the timing and extent of ice growth and the precise interaction with the plant—are not fully consistent with real-world expectations, but nothing is egregiously wrong. The scene maintains a credible balance between artistic interpretation and basic physical plausibility.\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": 13194,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_14/index_8229_seed_13194_dp_29_rank_58_sample_3_slot_1.mp4",
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+ "question": "gentle, overhead tracking shot follows, capturing the silent and swift spread of silvery, feather-fine ice crystals across the still, dark water. The entire scene takes on the texture of a soft, translucent watercolor painting, with a natural, smudged edge. Under the cool, diffuse winter light, the sharp edges of the ice crystals advance at a visible speed, transforming the liquid surface into a solid, shimmering sheet of ice. When the ice front reaches a withered, curled lotus, it doesn't violently break it, but rather carefully slithers along its fragile stem and broken leaf edges, wrapping around it. Finally, a layer of crystal-clear ice forms, completely encasing the lotus beneath. Through the ice, its form, frozen in time, can still be clearly seen, like a poignant and tranquil natural specimen. The entire process is imbued with quiet tension and frozen poetry.",
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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 sequence where ice crystals spread across a still, dark water surface, forming a translucent watercolor-like texture with soft edges. An overhead tracking shot captures the ice's progression as it advances over a withered lotus, eventually encasing it beneath a clear ice layer. The overall mood is one of quiet tension and frozen poetry.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally coherent and readable. The lotus leaf and surrounding water are identifiable, and lighting remains consistent with a cool winter ambiance. There are some minor imperfections (e.g., slight blur or compression artifacts) that prevent a flawless presentation, but they do not dominate the viewing experience. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video includes several elements from the prompt — an overhead perspective, a lotus in view, and a calm, cool-toned atmosphere. However, key aspects of the described process are not convincingly realized: there is no clear depiction of ice crystals actively spreading or visibly advancing, and the ice does not appear to wrap around or fully encase the lotus within the sequence. 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: the lotus sits on the water surface, reflections are reasonable, and the overall lighting is consistent. The lack of dynamic ice behavior reduces the perceived realism of the transformation, but there are no glaring physical contradictions. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.09375,
+ "TA": 1.9921875,
+ "MQ": 3.0,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sequence where ice crystals spread across a still, dark water surface, forming a translucent watercolor-like texture with soft edges. An overhead tracking shot captures the ice's progression as it advances over a withered lotus, eventually encasing it beneath a clear ice layer. The overall mood is one of quiet tension and frozen poetry.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally coherent and readable. The lotus leaf and surrounding water are identifiable, and lighting remains consistent with a cool winter ambiance. There are some minor imperfections (e.g., slight blur or compression artifacts) that prevent a flawless presentation, but they do not dominate the viewing experience. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video includes several elements from the prompt — an overhead perspective, a lotus in view, and a calm, cool-toned atmosphere. However, key aspects of the described process are not convincingly realized: there is no clear depiction of ice crystals actively spreading or visibly advancing, and the ice does not appear to wrap around or fully encase the lotus within the sequence. 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: the lotus sits on the water surface, reflections are reasonable, and the overall lighting is consistent. The lack of dynamic ice behavior reduces the perceived realism of the transformation, but there are no glaring physical contradictions. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_15/index_tensor([9582, 9582])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_15/index_tensor([9582, 9582])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a8100c822bb1f40012c0aa3f9941a41754f58d2
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_15/index_tensor([9582, 9582])_group_15_rewards.json
@@ -0,0 +1,10210 @@
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene where a young man with tousled black hair, wearing a slightly oversized gray work T-shirt, stands in a vast, empty warehouse. He is preparing dinner with a large dark traditional iron wok over a gas stove, with a vibrant orange-red flame and vegetables being cooked. The setting features towering metal shelves filled with unopened cardboard boxes and mysterious objects, with dramatic lighting from the flame.\n\nVisual Quality Analysis:\nThe video adopts an animated/animated aesthetic with clean line work and saturated colors. The character design remains consistent across frames, and the flame effects are present. However, there are noticeable issues: the vegetable content inside the wok changes abruptly between frames, suggesting discontinuous rendering; lighting and shadow interactions are not always coherent with the flame source; and some frame-to-frame transitions feel slightly jarring. Overall, visual quality is moderate rather than high.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a young man with dark hair, a gray work shirt, a large dark wok, a gas stove, and a warehouse setting with shelves and boxes — and maintains the animated style. However, key dynamic actions described in the prompt are not realized: there is no visible lifting of the wok, and the vegetables appear largely static rather than being actively cooked. The flame and lighting contribute to atmosphere but do not fully compensate for missing motion and interaction details. Overall alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in physical realism. The vegetables inside the wok shift abruptly without plausible cooking motion, and the flame’s illumination does not consistently interact with nearby surfaces or cast realistic shadows. The scene lacks convincing cooking dynamics and heat transfer, reducing believability. Overall, physical/common-sense consistency is limited.\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": {
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+ "TA": 3.390625,
+ "MQ": 2.796875,
+ "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 where a young man with tousled black hair, wearing a slightly oversized gray work T-shirt, stands in a vast, empty warehouse. He is preparing dinner with a large dark traditional iron wok over a gas stove, with a vibrant orange-red flame and vegetables being cooked. The setting features towering metal shelves filled with unopened cardboard boxes and mysterious objects, with dramatic lighting from the flame.\n\nVisual Quality Analysis:\nThe video adopts an animated/animated aesthetic with clean line work and saturated colors. The character design remains consistent across frames, and the flame effects are present. However, there are noticeable issues: the vegetable content inside the wok changes abruptly between frames, suggesting discontinuous rendering; lighting and shadow interactions are not always coherent with the flame source; and some frame-to-frame transitions feel slightly jarring. Overall, visual quality is moderate rather than high.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a young man with dark hair, a gray work shirt, a large dark wok, a gas stove, and a warehouse setting with shelves and boxes — and maintains the animated style. However, key dynamic actions described in the prompt are not realized: there is no visible lifting of the wok, and the vegetables appear largely static rather than being actively cooked. The flame and lighting contribute to atmosphere but do not fully compensate for missing motion and interaction details. Overall alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in physical realism. The vegetables inside the wok shift abruptly without plausible cooking motion, and the flame’s illumination does not consistently interact with nearby surfaces or cast realistic shadows. The scene lacks convincing cooking dynamics and heat transfer, reducing believability. Overall, physical/common-sense consistency is limited.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "medium shot, filmed from a low angle, slowly pans forward, the overall image imbued with a distinctly animated style, characterized by clean lines and saturated colors. Deep within a vast, empty warehouse, a lone figure is absorbed in preparing dinner. This figure is a young man with tousled black hair, wearing a slightly oversized gray work T-shirt, his expression focused and determined. Before him lies a simple gas stove, atop which rests a massive, dark, traditional iron wok. He grips the wok's handle with both hands and, with almost frantic force and precise rhythm, violently lifts the wok upward. The vibrantly colored diced vegetables and meat within are instantly launched into the air, tracing a perfect arc before landing precisely back in the pot. A vibrant orange-red flame erupts from the stove, fiercely licking the pot's bottom, casting flickering shadows on the man's focused profile and the towering metal shelves surrounding him. These shelves were filled with countless unopened cardboard boxes and mysterious objects covered with canvas, casting huge and swaying shadows in the jumping firelight, forming a sharp contrast with the bottomless darkness in the distance, creating a strange atmosphere that was both lonely and full of vitality.",
+ "seed": 26224,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_15/index_9582_seed_26224_dp_30_rank_60_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": 2.703125,
+ "video_score2_ta": 3.234375,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 8.875,
+ "avg": 8.90625,
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+ "question": "medium shot, filmed from a low angle, slowly pans forward, the overall image imbued with a distinctly animated style, characterized by clean lines and saturated colors. Deep within a vast, empty warehouse, a lone figure is absorbed in preparing dinner. This figure is a young man with tousled black hair, wearing a slightly oversized gray work T-shirt, his expression focused and determined. Before him lies a simple gas stove, atop which rests a massive, dark, traditional iron wok. He grips the wok's handle with both hands and, with almost frantic force and precise rhythm, violently lifts the wok upward. The vibrantly colored diced vegetables and meat within are instantly launched into the air, tracing a perfect arc before landing precisely back in the pot. A vibrant orange-red flame erupts from the stove, fiercely licking the pot's bottom, casting flickering shadows on the man's focused profile and the towering metal shelves surrounding him. These shelves were filled with countless unopened cardboard boxes and mysterious objects covered with canvas, casting huge and swaying shadows in the jumping firelight, forming a sharp contrast with the bottomless darkness in the distance, creating a strange atmosphere that was both lonely and full of vitality.",
+ "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 scene where a young man with tousled black hair, wearing a slightly oversized gray work T-shirt, stands in a vast, empty warehouse. He is preparing dinner with a large, dark traditional iron wok over a gas stove, with vegetables and meat visibly cooking inside. The sequence emphasizes dynamic action: the wok is lifted with apparent force, vegetables and meat arc through the air, and a bright flame provides dramatic lighting. The setting features towering metal shelves filled with boxes and mysterious objects, with flickering shadows cast by the fire.\n\nVisual Quality Analysis:\nThe video adopts a clearly animated/cartoon aesthetic with bold outlines and saturated colors. Visual quality is moderate: there are occasional frame-to-frame inconsistencies and minor artifacts, but the overall rendering remains coherent across scenes. Lighting and color balance are generally consistent, though some frames show slight shading or edge-softening typical of stylized animation. Overall, the visuals convey the intended mood and actions without achieving high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall. The core elements are present: a young man with tousled black hair in a gray work shirt, a large dark wok over a gas stove, visible vegetables and meat, and a flame-driven cooking sequence. The warehouse setting and the dramatic lighting are captured, and the camera framing aligns with a medium shot from a low angle. The depiction of the wok being lifted with force and the vegetable/meat arc is evident, and the flame dynamics are consistent with the description. Some finer details (e.g., exact timing of the arc, precise flame behavior) may be simplified due to the stylized rendering, but the essential narrative and visual cues match the prompt well.\n\nPhysical Consistency / Common-sense:\nThere are notable gaps in physical realism. While the scene communicates the intended actions, several aspects feel stylized rather than physically plausible: the arc of vegetables and meat, the timing of the lift, and the flame behavior do not always follow real-world physics. Shadows and lighting are sometimes inconsistent with the fire source, and some interactions (e.g., heat transfer, object trajectories) read as exaggerated or abrupt. In short, common-sense physics are not fully satisfied, though the overall storytelling remains coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.703125,
+ "TA": 3.234375,
+ "MQ": 2.96875,
+ "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 where a young man with tousled black hair, wearing a slightly oversized gray work T-shirt, stands in a vast, empty warehouse. He is preparing dinner with a large, dark traditional iron wok over a gas stove, with vegetables and meat visibly cooking inside. The sequence emphasizes dynamic action: the wok is lifted with apparent force, vegetables and meat arc through the air, and a bright flame provides dramatic lighting. The setting features towering metal shelves filled with boxes and mysterious objects, with flickering shadows cast by the fire.\n\nVisual Quality Analysis:\nThe video adopts a clearly animated/cartoon aesthetic with bold outlines and saturated colors. Visual quality is moderate: there are occasional frame-to-frame inconsistencies and minor artifacts, but the overall rendering remains coherent across scenes. Lighting and color balance are generally consistent, though some frames show slight shading or edge-softening typical of stylized animation. Overall, the visuals convey the intended mood and actions without achieving high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall. The core elements are present: a young man with tousled black hair in a gray work shirt, a large dark wok over a gas stove, visible vegetables and meat, and a flame-driven cooking sequence. The warehouse setting and the dramatic lighting are captured, and the camera framing aligns with a medium shot from a low angle. The depiction of the wok being lifted with force and the vegetable/meat arc is evident, and the flame dynamics are consistent with the description. Some finer details (e.g., exact timing of the arc, precise flame behavior) may be simplified due to the stylized rendering, but the essential narrative and visual cues match the prompt well.\n\nPhysical Consistency / Common-sense:\nThere are notable gaps in physical realism. While the scene communicates the intended actions, several aspects feel stylized rather than physically plausible: the arc of vegetables and meat, the timing of the lift, and the flame behavior do not always follow real-world physics. Shadows and lighting are sometimes inconsistent with the fire source, and some interactions (e.g., heat transfer, object trajectories) read as exaggerated or abrupt. In short, common-sense physics are not fully satisfied, though the overall storytelling remains coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "medium shot, filmed from a low angle, slowly pans forward, the overall image imbued with a distinctly animated style, characterized by clean lines and saturated colors. Deep within a vast, empty warehouse, a lone figure is absorbed in preparing dinner. This figure is a young man with tousled black hair, wearing a slightly oversized gray work T-shirt, his expression focused and determined. Before him lies a simple gas stove, atop which rests a massive, dark, traditional iron wok. He grips the wok's handle with both hands and, with almost frantic force and precise rhythm, violently lifts the wok upward. The vibrantly colored diced vegetables and meat within are instantly launched into the air, tracing a perfect arc before landing precisely back in the pot. A vibrant orange-red flame erupts from the stove, fiercely licking the pot's bottom, casting flickering shadows on the man's focused profile and the towering metal shelves surrounding him. These shelves were filled with countless unopened cardboard boxes and mysterious objects covered with canvas, casting huge and swaying shadows in the jumping firelight, forming a sharp contrast with the bottomless darkness in the distance, creating a strange atmosphere that was both lonely and full of vitality.",
+ "seed": 26225,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_15/index_9582_seed_26225_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.6875,
+ "video_score2_ta": 3.28125,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 8.8125,
+ "avg": 8.8125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, filmed from a low angle, slowly pans forward, the overall image imbued with a distinctly animated style, characterized by clean lines and saturated colors. Deep within a vast, empty warehouse, a lone figure is absorbed in preparing dinner. This figure is a young man with tousled black hair, wearing a slightly oversized gray work T-shirt, his expression focused and determined. Before him lies a simple gas stove, atop which rests a massive, dark, traditional iron wok. He grips the wok's handle with both hands and, with almost frantic force and precise rhythm, violently lifts the wok upward. The vibrantly colored diced vegetables and meat within are instantly launched into the air, tracing a perfect arc before landing precisely back in the pot. A vibrant orange-red flame erupts from the stove, fiercely licking the pot's bottom, casting flickering shadows on the man's focused profile and the towering metal shelves surrounding him. These shelves were filled with countless unopened cardboard boxes and mysterious objects covered with canvas, casting huge and swaying shadows in the jumping firelight, forming a sharp contrast with the bottomless darkness in the distance, creating a strange atmosphere that was both lonely and full of vitality.",
+ "token_credit_reward": 8.8125,
+ "selected_reward": 8.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene where a young man with tousled black hair, wearing a slightly oversized gray work T-shirt, stands in a vast, empty warehouse. He is preparing dinner with a large dark traditional iron wok over a gas stove, with a flame visible. Vegetables and meat appear to be launched into the air and then fall back into the pot, while the character holds the wok handle with both hands and lifts it with apparent effort. The setting features towering metal shelves filled with unopened cardboard boxes and mysterious objects, with dramatic firelight casting shadows on the figure and the surroundings.\n\nVisual Quality Analysis:\nThe video adopts a clearly stylized animated look with clean lines and saturated colors. The resolution is adequate but not high, and there are occasional minor artifacts or slight softness in some frames. Lighting remains consistent with warm firelight, and the character design stays coherent across the sequence. Overall, the visuals are acceptable for an animated piece, but they do not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a young man with dark hair, a gray work shirt, a large dark wok, a gas stove with a flame, and a warehouse setting with shelves and boxes. However, key dynamic actions described in the prompt are not realized: the vegetables and meat are not shown being launched into the air, and the dramatic lifting motion is not clearly depicted. The camera framing appears relatively static rather than featuring a pronounced low-angle pan. In sum, alignment is moderate: many essential components are present, but important action details are missing.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible spatial relationships and lighting; the character’s proportions and interactions with the wok and stove feel believable within the animated style. There are no obvious physics violations, though the absence of the expected energetic cooking dynamics reduces the perceived realism. Overall, physical consistency is acceptable but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.6875,
+ "TA": 3.28125,
+ "MQ": 2.84375,
+ "Overall": 8.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene where a young man with tousled black hair, wearing a slightly oversized gray work T-shirt, stands in a vast, empty warehouse. He is preparing dinner with a large dark traditional iron wok over a gas stove, with a flame visible. Vegetables and meat appear to be launched into the air and then fall back into the pot, while the character holds the wok handle with both hands and lifts it with apparent effort. The setting features towering metal shelves filled with unopened cardboard boxes and mysterious objects, with dramatic firelight casting shadows on the figure and the surroundings.\n\nVisual Quality Analysis:\nThe video adopts a clearly stylized animated look with clean lines and saturated colors. The resolution is adequate but not high, and there are occasional minor artifacts or slight softness in some frames. Lighting remains consistent with warm firelight, and the character design stays coherent across the sequence. Overall, the visuals are acceptable for an animated piece, but they do not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a young man with dark hair, a gray work shirt, a large dark wok, a gas stove with a flame, and a warehouse setting with shelves and boxes. However, key dynamic actions described in the prompt are not realized: the vegetables and meat are not shown being launched into the air, and the dramatic lifting motion is not clearly depicted. The camera framing appears relatively static rather than featuring a pronounced low-angle pan. In sum, alignment is moderate: many essential components are present, but important action details are missing.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible spatial relationships and lighting; the character’s proportions and interactions with the wok and stove feel believable within the animated style. There are no obvious physics violations, though the absence of the expected energetic cooking dynamics reduces the perceived realism. Overall, physical consistency is acceptable but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, filmed from a low angle, slowly pans forward, the overall image imbued with a distinctly animated style, characterized by clean lines and saturated colors. Deep within a vast, empty warehouse, a lone figure is absorbed in preparing dinner. This figure is a young man with tousled black hair, wearing a slightly oversized gray work T-shirt, his expression focused and determined. Before him lies a simple gas stove, atop which rests a massive, dark, traditional iron wok. He grips the wok's handle with both hands and, with almost frantic force and precise rhythm, violently lifts the wok upward. The vibrantly colored diced vegetables and meat within are instantly launched into the air, tracing a perfect arc before landing precisely back in the pot. A vibrant orange-red flame erupts from the stove, fiercely licking the pot's bottom, casting flickering shadows on the man's focused profile and the towering metal shelves surrounding him. These shelves were filled with countless unopened cardboard boxes and mysterious objects covered with canvas, casting huge and swaying shadows in the jumping firelight, forming a sharp contrast with the bottomless darkness in the distance, creating a strange atmosphere that was both lonely and full of vitality.",
+ "seed": 26226,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_15/index_9582_seed_26226_dp_31_rank_62_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": 2.09375,
+ "video_score2_ta": 3.0,
+ "video_score2_mq": 2.71875,
+ "video_score2_overall": 7.8125,
+ "avg": 7.8125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, filmed from a low angle, slowly pans forward, the overall image imbued with a distinctly animated style, characterized by clean lines and saturated colors. Deep within a vast, empty warehouse, a lone figure is absorbed in preparing dinner. This figure is a young man with tousled black hair, wearing a slightly oversized gray work T-shirt, his expression focused and determined. Before him lies a simple gas stove, atop which rests a massive, dark, traditional iron wok. He grips the wok's handle with both hands and, with almost frantic force and precise rhythm, violently lifts the wok upward. The vibrantly colored diced vegetables and meat within are instantly launched into the air, tracing a perfect arc before landing precisely back in the pot. A vibrant orange-red flame erupts from the stove, fiercely licking the pot's bottom, casting flickering shadows on the man's focused profile and the towering metal shelves surrounding him. These shelves were filled with countless unopened cardboard boxes and mysterious objects covered with canvas, casting huge and swaying shadows in the jumping firelight, forming a sharp contrast with the bottomless darkness in the distance, creating a strange atmosphere that was both lonely and full of vitality.",
+ "token_credit_reward": 7.8125,
+ "selected_reward": 7.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene where a young man with tousled black hair, wearing a slightly oversized gray work T-shirt, stands in a vast empty warehouse. He is preparing dinner, focusing on a large dark traditional iron wok over a gas stove with a bright flame. Vegetables and meat appear to be launched into the air and then fall back into the pot, while the character holds the wok handle with both hands and lifts it with apparent effort. The setting features towering metal shelves filled with unopened cardboard boxes and mysterious objects, with dramatic firelight casting shadows on the figure and the surroundings.\n\nVisual Quality Analysis:\nThe video adopts a clearly animated/cartoon aesthetic rather than photorealism. The resolution is adequate but not high, and there are occasional motion blur and compression artifacts during action moments. Lighting remains consistent with warm firelight, and the color palette is vibrant, especially the flames. Overall, the visuals are coherent and readable, but they do not reach high-fidelity realism or ultra-smooth animation. In sum, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a young man with dark hair in a warehouse setting, a large dark wok, a gas stove with a bright flame, and visible vegetables being launched — and conveys the intended dramatic cooking action. However, some details are simplified or stylized due to the animation approach, and certain aspects of the scene’s depth and texture are not fully realized. Overall, alignment is acceptable but not exact, reflecting a moderate level of fidelity (score 3).\n\nPhysical/Common-sense Consistency:\nThe sequence follows plausible cooking dynamics at a high level, but there are noticeable inconsistencies in physics and interaction timing. Some vegetable trajectories and wok handling feel exaggerated or slightly off, and lighting/shadow behavior does not always align perfectly with the flame source. These issues reduce the perceived physical realism, resulting in a lower score (2).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.09375,
+ "TA": 3.0,
+ "MQ": 2.71875,
+ "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 where a young man with tousled black hair, wearing a slightly oversized gray work T-shirt, stands in a vast empty warehouse. He is preparing dinner, focusing on a large dark traditional iron wok over a gas stove with a bright flame. Vegetables and meat appear to be launched into the air and then fall back into the pot, while the character holds the wok handle with both hands and lifts it with apparent effort. The setting features towering metal shelves filled with unopened cardboard boxes and mysterious objects, with dramatic firelight casting shadows on the figure and the surroundings.\n\nVisual Quality Analysis:\nThe video adopts a clearly animated/cartoon aesthetic rather than photorealism. The resolution is adequate but not high, and there are occasional motion blur and compression artifacts during action moments. Lighting remains consistent with warm firelight, and the color palette is vibrant, especially the flames. Overall, the visuals are coherent and readable, but they do not reach high-fidelity realism or ultra-smooth animation. In sum, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a young man with dark hair in a warehouse setting, a large dark wok, a gas stove with a bright flame, and visible vegetables being launched — and conveys the intended dramatic cooking action. However, some details are simplified or stylized due to the animation approach, and certain aspects of the scene’s depth and texture are not fully realized. Overall, alignment is acceptable but not exact, reflecting a moderate level of fidelity (score 3).\n\nPhysical/Common-sense Consistency:\nThe sequence follows plausible cooking dynamics at a high level, but there are noticeable inconsistencies in physics and interaction timing. Some vegetable trajectories and wok handling feel exaggerated or slightly off, and lighting/shadow behavior does not always align perfectly with the flame source. These issues reduce the perceived physical realism, resulting in a lower score (2).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_2/index_tensor([251, 251])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_2/index_tensor([251, 251])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7f97cec59d447b4ffc25b5878238119303d9699
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_2/index_tensor([251, 251])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 28922,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_2/index_251_seed_28922_dp_4_rank_8_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.3125,
+ "video_score2_ta": 3.109375,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 9.625,
+ "avg": 9.640625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "cinematic, low-angle macro shot utilizing high-speed cinematography captures a dramatic moment of conflict between two large horned frogs on the damp forest floor. The static camera captures the peak of their confrontation with the look of a high shutter speed, rendering every detail with crystal clarity. Their round, warty bodies—one a vibrant green with earthy brown spots, the other a pale yellow with reddish-brown splotches—charge with aggression as they charge at each other. Their enormous, cavernous mouths open, revealing a pale pink, shimmering interior, a display of primal menace. Shrouded in mid-air by the effect of freezing, a cloud of rich soil, tiny twigs, and decaying leaf fragments erupts around them, each particle sharply focused in a chaotic and beautiful explosion. Spotted sunlight filters through the forest canopy, casting dramatic highlights on their damp skin and creating deepening shadows, heightening the tension. The entire scene is imbued with a raw, naturalistic feel, further enhanced by subtle film grain, which adds a tactile texture to the image and captures the raw, dramatic intensity of the confrontation.",
+ "token_credit_reward": 9.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, low-angle macro shot capturing a dramatic moment of conflict between two large horned frogs on a damp forest floor, using high-speed cinematography to freeze motion, with vivid coloration and a dynamic, explosive interaction that conveys primal intensity. The video largely adheres to these elements, though some specifics (e.g., exact color patterns or the precise intensity of the explosion) may be interpreted with minor deviations.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and natural lighting, but there are occasional soft areas and minor compression artifacts that prevent a higher rating. The macro perspective and depth cues are present, yet the level of fine detail does not consistently reach the highest tier across all frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: two frogs, a damp forest setting, a low-angle macro view, high-speed cinematography, and a dramatic confrontation with visible mouth openings and a sense of motion. Some nuanced details (such as exact color nuances or the intensity of the soil/leaf debris explosion) are captured with minor deviations, but the overall correspondence remains solid.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally follows plausible frog anatomy and behavior, with believable water interactions and environmental context. However, certain aspects of the explosive interaction and timing of movements are stylized rather than strictly physically accurate, 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": 3.3125,
+ "TA": 3.109375,
+ "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 cinematic, low-angle macro shot capturing a dramatic moment of conflict between two large horned frogs on a damp forest floor, using high-speed cinematography to freeze motion, with vivid coloration and a dynamic, explosive interaction that conveys primal intensity. The video largely adheres to these elements, though some specifics (e.g., exact color patterns or the precise intensity of the explosion) may be interpreted with minor deviations.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and natural lighting, but there are occasional soft areas and minor compression artifacts that prevent a higher rating. The macro perspective and depth cues are present, yet the level of fine detail does not consistently reach the highest tier across all frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: two frogs, a damp forest setting, a low-angle macro view, high-speed cinematography, and a dramatic confrontation with visible mouth openings and a sense of motion. Some nuanced details (such as exact color nuances or the intensity of the soil/leaf debris explosion) are captured with minor deviations, but the overall correspondence remains solid.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally follows plausible frog anatomy and behavior, with believable water interactions and environmental context. However, certain aspects of the explosive interaction and timing of movements are stylized rather than strictly physically accurate, preventing a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic, low-angle macro shot utilizing high-speed cinematography captures a dramatic moment of conflict between two large horned frogs on the damp forest floor. The static camera captures the peak of their confrontation with the look of a high shutter speed, rendering every detail with crystal clarity. Their round, warty bodies—one a vibrant green with earthy brown spots, the other a pale yellow with reddish-brown splotches—charge with aggression as they charge at each other. Their enormous, cavernous mouths open, revealing a pale pink, shimmering interior, a display of primal menace. Shrouded in mid-air by the effect of freezing, a cloud of rich soil, tiny twigs, and decaying leaf fragments erupts around them, each particle sharply focused in a chaotic and beautiful explosion. Spotted sunlight filters through the forest canopy, casting dramatic highlights on their damp skin and creating deepening shadows, heightening the tension. The entire scene is imbued with a raw, naturalistic feel, further enhanced by subtle film grain, which adds a tactile texture to the image and captures the raw, dramatic intensity of the confrontation.",
+ "seed": 28923,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_2/index_251_seed_28923_dp_4_rank_8_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.125,
+ "video_score2_ta": 3.234375,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 9.5,
+ "avg": 9.515625,
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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 cinematic, low-angle macro shot capturing a dramatic moment of conflict between two large horned frogs on a damp forest floor, using high-speed cinematography to freeze motion, with vivid coloration and a tense confrontation culminating in a dynamic, chaotic interaction. The description emphasizes sharp details, strong lighting contrast, and a raw, naturalistic feel.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the frogs’ features, but there are occasional soft areas and minor artifacts that prevent a higher rating. The sequence conveys a cinematic vibe with depth of field and lighting, yet some frames exhibit slight inconsistencies in sharpness or color balance, keeping the quality from reaching a top tier.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: two large horned frogs, a damp forest floor setting, a low-angle macro perspective, and a dramatic confrontation with open mouths and aggressive postures. The color variations and environmental context align with the description, and the framing supports the intended narrative. Some aspects of the exact motion dynamics and the precise timing of the “peak confrontation” are inferred rather than directly observable in the frames, but these do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible frog anatomy and behavior, with believable interactions and environmental cues. However, certain aspects—such as the intensity of the confrontation and the specific dynamics of the encounter—are not fully verifiable from static frames alone, leaving room for minor inconsistencies when considering real-world physics and common-sense expectations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.234375,
+ "MQ": 3.15625,
+ "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 cinematic, low-angle macro shot capturing a dramatic moment of conflict between two large horned frogs on a damp forest floor, using high-speed cinematography to freeze motion, with vivid coloration and a tense confrontation culminating in a dynamic, chaotic interaction. The description emphasizes sharp details, strong lighting contrast, and a raw, naturalistic feel.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the frogs’ features, but there are occasional soft areas and minor artifacts that prevent a higher rating. The sequence conveys a cinematic vibe with depth of field and lighting, yet some frames exhibit slight inconsistencies in sharpness or color balance, keeping the quality from reaching a top tier.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: two large horned frogs, a damp forest floor setting, a low-angle macro perspective, and a dramatic confrontation with open mouths and aggressive postures. The color variations and environmental context align with the description, and the framing supports the intended narrative. Some aspects of the exact motion dynamics and the precise timing of the “peak confrontation” are inferred rather than directly observable in the frames, but these do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible frog anatomy and behavior, with believable interactions and environmental cues. However, certain aspects—such as the intensity of the confrontation and the specific dynamics of the encounter—are not fully verifiable from static frames alone, leaving room for minor inconsistencies when considering real-world physics and common-sense expectations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic, low-angle macro shot utilizing high-speed cinematography captures a dramatic moment of conflict between two large horned frogs on the damp forest floor. The static camera captures the peak of their confrontation with the look of a high shutter speed, rendering every detail with crystal clarity. Their round, warty bodies—one a vibrant green with earthy brown spots, the other a pale yellow with reddish-brown splotches—charge with aggression as they charge at each other. Their enormous, cavernous mouths open, revealing a pale pink, shimmering interior, a display of primal menace. Shrouded in mid-air by the effect of freezing, a cloud of rich soil, tiny twigs, and decaying leaf fragments erupts around them, each particle sharply focused in a chaotic and beautiful explosion. Spotted sunlight filters through the forest canopy, casting dramatic highlights on their damp skin and creating deepening shadows, heightening the tension. The entire scene is imbued with a raw, naturalistic feel, further enhanced by subtle film grain, which adds a tactile texture to the image and captures the raw, dramatic intensity of the confrontation.",
+ "seed": 28924,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_2/index_251_seed_28924_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.296875,
+ "video_score2_ta": 3.21875,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.625,
+ "avg": 9.609375,
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+ "question": "cinematic, low-angle macro shot utilizing high-speed cinematography captures a dramatic moment of conflict between two large horned frogs on the damp forest floor. The static camera captures the peak of their confrontation with the look of a high shutter speed, rendering every detail with crystal clarity. Their round, warty bodies—one a vibrant green with earthy brown spots, the other a pale yellow with reddish-brown splotches—charge with aggression as they charge at each other. Their enormous, cavernous mouths open, revealing a pale pink, shimmering interior, a display of primal menace. Shrouded in mid-air by the effect of freezing, a cloud of rich soil, tiny twigs, and decaying leaf fragments erupts around them, each particle sharply focused in a chaotic and beautiful explosion. Spotted sunlight filters through the forest canopy, casting dramatic highlights on their damp skin and creating deepening shadows, heightening the tension. The entire scene is imbued with a raw, naturalistic feel, further enhanced by subtle film grain, which adds a tactile texture to the image and captures the raw, dramatic intensity of the confrontation.",
+ "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 cinematic, low-angle macro shot capturing a dramatic moment of conflict between two large horned frogs on a damp forest floor, with high-speed cinematography, a static camera, and a focus on the peak confrontation. It calls for vivid coloration, aggressive behavior, cavernous mouths, mid-air particles, and a raw, naturalistic feel with subtle film grain.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the frogs, but there are occasional minor artifacts and slight softness that prevent a higher rating. Lighting and color are generally natural, and the macro perspective is convincing, though not flawless across all frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: two horned frogs, a damp forest floor, a low-angle macro view, high-speed motion cues, and a static camera. Some nuanced details such as exact color patterns or the precise moment of peak confrontation may vary slightly, but the main components and dramatic intent align well with the prompt.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene adheres to plausible frog anatomy and behavior, with believable water interactions and environmental context. Minor inconsistencies in motion timing or micro-interactions do not significantly detract from overall realism.\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3. The revised assessment reflects these values while preserving the original structure and emphasis.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.296875,
+ "TA": 3.21875,
+ "MQ": 3.09375,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, low-angle macro shot capturing a dramatic moment of conflict between two large horned frogs on a damp forest floor, with high-speed cinematography, a static camera, and a focus on the peak confrontation. It calls for vivid coloration, aggressive behavior, cavernous mouths, mid-air particles, and a raw, naturalistic feel with subtle film grain.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the frogs, but there are occasional minor artifacts and slight softness that prevent a higher rating. Lighting and color are generally natural, and the macro perspective is convincing, though not flawless across all frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: two horned frogs, a damp forest floor, a low-angle macro view, high-speed motion cues, and a static camera. Some nuanced details such as exact color patterns or the precise moment of peak confrontation may vary slightly, but the main components and dramatic intent align well with the prompt.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene adheres to plausible frog anatomy and behavior, with believable water interactions and environmental context. Minor inconsistencies in motion timing or micro-interactions do not significantly detract from overall realism.\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3. The revised assessment reflects these values while preserving the original structure and emphasis.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic, low-angle macro shot utilizing high-speed cinematography captures a dramatic moment of conflict between two large horned frogs on the damp forest floor. The static camera captures the peak of their confrontation with the look of a high shutter speed, rendering every detail with crystal clarity. Their round, warty bodies—one a vibrant green with earthy brown spots, the other a pale yellow with reddish-brown splotches—charge with aggression as they charge at each other. Their enormous, cavernous mouths open, revealing a pale pink, shimmering interior, a display of primal menace. Shrouded in mid-air by the effect of freezing, a cloud of rich soil, tiny twigs, and decaying leaf fragments erupts around them, each particle sharply focused in a chaotic and beautiful explosion. Spotted sunlight filters through the forest canopy, casting dramatic highlights on their damp skin and creating deepening shadows, heightening the tension. The entire scene is imbued with a raw, naturalistic feel, further enhanced by subtle film grain, which adds a tactile texture to the image and captures the raw, dramatic intensity of the confrontation.",
+ "seed": 28925,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_2/index_251_seed_28925_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": 3.046875,
+ "video_score2_ta": 3.71875,
+ "video_score2_mq": 3.6875,
+ "video_score2_overall": 10.4375,
+ "avg": 10.453125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "cinematic, low-angle macro shot utilizing high-speed cinematography captures a dramatic moment of conflict between two large horned frogs on the damp forest floor. The static camera captures the peak of their confrontation with the look of a high shutter speed, rendering every detail with crystal clarity. Their round, warty bodies—one a vibrant green with earthy brown spots, the other a pale yellow with reddish-brown splotches—charge with aggression as they charge at each other. Their enormous, cavernous mouths open, revealing a pale pink, shimmering interior, a display of primal menace. Shrouded in mid-air by the effect of freezing, a cloud of rich soil, tiny twigs, and decaying leaf fragments erupts around them, each particle sharply focused in a chaotic and beautiful explosion. Spotted sunlight filters through the forest canopy, casting dramatic highlights on their damp skin and creating deepening shadows, heightening the tension. The entire scene is imbued with a raw, naturalistic feel, further enhanced by subtle film grain, which adds a tactile texture to the image and captures the raw, dramatic intensity of the confrontation.",
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+ "selected_reward": 10.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, low-angle macro shot featuring high-speed cinematography that captures a dramatic moment of conflict between two large horned frogs on a damp forest floor. It envisions a static camera capturing the peak of their confrontation with a look of a high shutter speed, rendering every detail with crystal clarity. The scene should show their round, warty bodies — one a vibrant green with earthy brown spots, the other a pale yellow with reddish-brown splotches — charging with aggression, mouths open to reveal a pale pink, shimmering interior, a display of primal menace, and a cloud of rich soil, tiny twigs, and decaying leaf fragments erupting around them, each particle sharply focused in a chaotic and beautiful explosion. Spotted sunlight filtering through the forest canopy is part of the intended lighting, which should cast dramatic highlights on their damp skin and create deepening shadows, heightening the tension. The overall intent is a raw, naturalistic feel with subtle film grain to enhance tactile texture and convey raw, dramatic intensity.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The resolution is high and details are clear, with sharp focus on the frogs and a natural depth-of-field that keeps the background pleasantly blurred. Lighting is consistent and natural, with good contrast and color fidelity. There are no obvious distortions or artifacts, and motion appears smooth across the sequence. However, there are minor imperfections typical of high-speed macro capture (e.g., occasional slight softness during rapid movement and very mild noise in shadow regions). Overall, the visual quality is solid and professional, though not flawless.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt: it presents a cinematic, low-angle macro view with high-speed cinematography, featuring two large horned frogs on a damp forest floor, captured with a static camera and a high shutter speed. The color patterns match the description (one frog green with brown spots; the other pale yellow with reddish-brown splotches), and the aggressive interaction is evident. The framing, lighting, and composition support the dramatic confrontation, and the environment feels authentic. Some elements described in the prompt — such as the exact mouth interior coloration and the precise depiction of the explosive cloud of soil and debris — are present but not perfectly matched in every frame. Overall, the alignment is strong and coherent, with only minor deviations.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible biological and environmental cues: frog anatomy, behavior, and habitat appear credible, and the damp forest floor setting is consistent with the prompt. The interaction dynamics and lighting are believable, contributing to a convincing portrayal. A few micro-details (like the exact mouth interior shading or the intensity of the debris cloud) are slightly stylized or simplified, but they do not undermine overall realism. In sum, physical and common-sense consistency is solid, with small inconsistencies that keep it from being perfect.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 3.71875,
+ "MQ": 3.6875,
+ "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 cinematic, low-angle macro shot featuring high-speed cinematography that captures a dramatic moment of conflict between two large horned frogs on a damp forest floor. It envisions a static camera capturing the peak of their confrontation with a look of a high shutter speed, rendering every detail with crystal clarity. The scene should show their round, warty bodies — one a vibrant green with earthy brown spots, the other a pale yellow with reddish-brown splotches — charging with aggression, mouths open to reveal a pale pink, shimmering interior, a display of primal menace, and a cloud of rich soil, tiny twigs, and decaying leaf fragments erupting around them, each particle sharply focused in a chaotic and beautiful explosion. Spotted sunlight filtering through the forest canopy is part of the intended lighting, which should cast dramatic highlights on their damp skin and create deepening shadows, heightening the tension. The overall intent is a raw, naturalistic feel with subtle film grain to enhance tactile texture and convey raw, dramatic intensity.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The resolution is high and details are clear, with sharp focus on the frogs and a natural depth-of-field that keeps the background pleasantly blurred. Lighting is consistent and natural, with good contrast and color fidelity. There are no obvious distortions or artifacts, and motion appears smooth across the sequence. However, there are minor imperfections typical of high-speed macro capture (e.g., occasional slight softness during rapid movement and very mild noise in shadow regions). Overall, the visual quality is solid and professional, though not flawless.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt: it presents a cinematic, low-angle macro view with high-speed cinematography, featuring two large horned frogs on a damp forest floor, captured with a static camera and a high shutter speed. The color patterns match the description (one frog green with brown spots; the other pale yellow with reddish-brown splotches), and the aggressive interaction is evident. The framing, lighting, and composition support the dramatic confrontation, and the environment feels authentic. Some elements described in the prompt — such as the exact mouth interior coloration and the precise depiction of the explosive cloud of soil and debris — are present but not perfectly matched in every frame. Overall, the alignment is strong and coherent, with only minor deviations.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible biological and environmental cues: frog anatomy, behavior, and habitat appear credible, and the damp forest floor setting is consistent with the prompt. The interaction dynamics and lighting are believable, contributing to a convincing portrayal. A few micro-details (like the exact mouth interior shading or the intensity of the debris cloud) are slightly stylized or simplified, but they do not undermine overall realism. In sum, physical and common-sense consistency is solid, with small inconsistencies that keep it from being perfect.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_3/index_tensor([8935, 8935])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_3/index_tensor([8935, 8935])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c2f97ec083b7892c0787ac4634ad8188c7310a3
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_3/index_tensor([8935, 8935])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "majestic, slow-panning wide shot reveals an otherworldly underwater ballroom, immersed in crystal-clear azure waters. Towering white marble columns, adorned with ancient Greek-style carvings, stand majestically. Between them, almost ghostly, transparent jellyfish pulsate and float gracefully. Their long, translucent tentacles, adorned with bioluminescent algae that emit a soft blue-green glow, serve as an ever-shifting source of light in this serene world. Amidst these luminous creatures, formally dressed individuals—men in classic black tuxedos and women in opulent gowns in deep jewel tones like sapphire and emerald—slowly dance the waltz in near-weightlessness. They twirl and glide gracefully in a dreamy, slow rhythm, their silk and chiffon gowns unfurling and swaying like blossoming flowers in the gentle currents of the water. Above the dance floor, several giant sea turtles glided majestically and silently beneath the ballroom dome, their dark silhouettes casting shimmering, distorted reflections on the highly polished coral floor below, complementing the glow of the dancers and jellyfish to create a tranquil, surreal and magically romantic atmosphere.",
+ "seed": 26025,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_3/index_8935_seed_26025_dp_6_rank_12_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 0,
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+ "video_score2_vq": 2.0,
+ "video_score2_ta": 3.375,
+ "video_score2_mq": 2.78125,
+ "video_score2_overall": 8.125,
+ "avg": 8.15625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "majestic, slow-panning wide shot reveals an otherworldly underwater ballroom, immersed in crystal-clear azure waters. Towering white marble columns, adorned with ancient Greek-style carvings, stand majestically. Between them, almost ghostly, transparent jellyfish pulsate and float gracefully. Their long, translucent tentacles, adorned with bioluminescent algae that emit a soft blue-green glow, serve as an ever-shifting source of light in this serene world. Amidst these luminous creatures, formally dressed individuals—men in classic black tuxedos and women in opulent gowns in deep jewel tones like sapphire and emerald—slowly dance the waltz in near-weightlessness. They twirl and glide gracefully in a dreamy, slow rhythm, their silk and chiffon gowns unfurling and swaying like blossoming flowers in the gentle currents of the water. Above the dance floor, several giant sea turtles glided majestically and silently beneath the ballroom dome, their dark silhouettes casting shimmering, distorted reflections on the highly polished coral floor below, complementing the glow of the dancers and jellyfish to create a tranquil, surreal and magically romantic atmosphere.",
+ "token_credit_reward": 8.125,
+ "selected_reward": 8.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes \"an otherworldly underwater ballroom\" with specific elements:\n- Crystal-clear azure waters\n- Towering white marble columns with ancient Greek-style carvings\n- Ghostly, transparent jellyfish with long translucent tentacles and bioluminescent algae\n- Formally dressed individuals (men in black tuxedos, women in opulent gowns)\n- Dancing the waltz in near-weightlessness\n- Giant sea turtles gliding beneath a ballroom dome\n- Highly polished coral floor\n- Tranquil, surreal, and romantically magical atmosphere\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable artifacts and some blurriness around moving elements such as jellyfish and dancers. The lighting and color grading establish the underwater mood, yet fine details remain imperfect. The sequence appears reasonably stable with no major distortions, though occasional motion blur reduces sharpness during movement.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core concept of an underwater ballroom with ethereal ambiance, including the presence of tall columns, flowing garments, and dancing figures. However, certain prompt specifics are not fully realized: the explicit depiction of a ballroom dome above the scene is not clearly shown, and the sea turtles appear more like decorative or ambient elements rather than actively interacting with the scene. Despite these gaps, the overall composition and mood align well with the intended concept.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The underwater setting and weightless movement are conveyed, and the interactions between dancers and jellyfish feel plausible within the fantasy context. Some scale relationships and environmental cues (e.g., the relative size of the dome versus the room, and the integration of the sea turtles) are not perfectly coherent, but they do not break immersion. Overall, the scene maintains believable behavior within its fantastical 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": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.375,
+ "MQ": 2.78125,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes \"an otherworldly underwater ballroom\" with specific elements:\n- Crystal-clear azure waters\n- Towering white marble columns with ancient Greek-style carvings\n- Ghostly, transparent jellyfish with long translucent tentacles and bioluminescent algae\n- Formally dressed individuals (men in black tuxedos, women in opulent gowns)\n- Dancing the waltz in near-weightlessness\n- Giant sea turtles gliding beneath a ballroom dome\n- Highly polished coral floor\n- Tranquil, surreal, and romantically magical atmosphere\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable artifacts and some blurriness around moving elements such as jellyfish and dancers. The lighting and color grading establish the underwater mood, yet fine details remain imperfect. The sequence appears reasonably stable with no major distortions, though occasional motion blur reduces sharpness during movement.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core concept of an underwater ballroom with ethereal ambiance, including the presence of tall columns, flowing garments, and dancing figures. However, certain prompt specifics are not fully realized: the explicit depiction of a ballroom dome above the scene is not clearly shown, and the sea turtles appear more like decorative or ambient elements rather than actively interacting with the scene. Despite these gaps, the overall composition and mood align well with the intended concept.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The underwater setting and weightless movement are conveyed, and the interactions between dancers and jellyfish feel plausible within the fantasy context. Some scale relationships and environmental cues (e.g., the relative size of the dome versus the room, and the integration of the sea turtles) are not perfectly coherent, but they do not break immersion. Overall, the scene maintains believable behavior within its fantastical 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": 26026,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_3/index_8935_seed_26026_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_ta": 3.484375,
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+ "video_score2_overall": 8.375,
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+ "token_credit_reward": 8.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a majestic underwater ballroom scene with:\n- Crystal-clear azure waters\n- Towering white marble columns with ancient Greek-style carvings\n- Ghostly, transparent jellyfish with long translucent tentacles and bioluminescent algae\n- Formally dressed people (men in black tuxedos, women in opulent gowns in deep jewel tones)\n- Slow dancing the waltz in near-weightlessness\n- Giant sea turtles gliding beneath a ballroom dome\n- Highly polished coral floor\n- Tranquil, surreal, and romantically magical atmosphere\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity. The underwater lighting and color palette are present, yet some frames exhibit mild blur or compression artifacts, and fine details are not consistently crisp. The sequence remains coherent, but sharpness and texture fidelity vary across shots.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an underwater ballroom setting, tall white marble columns with ornate carvings, ghostly jellyfish, formally dressed dancers, and a slow-dance mood. The scene conveys weightlessness and ethereal movement, and the choreography aligns with the described waltz-like motion. Some aspects—such as the explicit presence of a ballroom dome and highly polished coral floor—are not clearly depicted, which slightly reduces completeness but does not undermine the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The underwater environment and the behavior of jellyfish and dancers feel plausible within a fantasy context, and the choreography respects weightless dynamics. However, certain environmental cues (e.g., the dome structure and floor polish) are underrepresented, introducing minor inconsistencies in the scene’s physical logic.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.078125,
+ "TA": 3.484375,
+ "MQ": 2.828125,
+ "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 majestic underwater ballroom scene with:\n- Crystal-clear azure waters\n- Towering white marble columns with ancient Greek-style carvings\n- Ghostly, transparent jellyfish with long translucent tentacles and bioluminescent algae\n- Formally dressed people (men in black tuxedos, women in opulent gowns in deep jewel tones)\n- Slow dancing the waltz in near-weightlessness\n- Giant sea turtles gliding beneath a ballroom dome\n- Highly polished coral floor\n- Tranquil, surreal, and romantically magical atmosphere\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity. The underwater lighting and color palette are present, yet some frames exhibit mild blur or compression artifacts, and fine details are not consistently crisp. The sequence remains coherent, but sharpness and texture fidelity vary across shots.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an underwater ballroom setting, tall white marble columns with ornate carvings, ghostly jellyfish, formally dressed dancers, and a slow-dance mood. The scene conveys weightlessness and ethereal movement, and the choreography aligns with the described waltz-like motion. Some aspects—such as the explicit presence of a ballroom dome and highly polished coral floor—are not clearly depicted, which slightly reduces completeness but does not undermine the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The underwater environment and the behavior of jellyfish and dancers feel plausible within a fantasy context, and the choreography respects weightless dynamics. However, certain environmental cues (e.g., the dome structure and floor polish) are underrepresented, introducing minor inconsistencies in the scene’s physical logic.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "majestic, slow-panning wide shot reveals an otherworldly underwater ballroom, immersed in crystal-clear azure waters. Towering white marble columns, adorned with ancient Greek-style carvings, stand majestically. Between them, almost ghostly, transparent jellyfish pulsate and float gracefully. Their long, translucent tentacles, adorned with bioluminescent algae that emit a soft blue-green glow, serve as an ever-shifting source of light in this serene world. Amidst these luminous creatures, formally dressed individuals—men in classic black tuxedos and women in opulent gowns in deep jewel tones like sapphire and emerald—slowly dance the waltz in near-weightlessness. They twirl and glide gracefully in a dreamy, slow rhythm, their silk and chiffon gowns unfurling and swaying like blossoming flowers in the gentle currents of the water. Above the dance floor, several giant sea turtles glided majestically and silently beneath the ballroom dome, their dark silhouettes casting shimmering, distorted reflections on the highly polished coral floor below, complementing the glow of the dancers and jellyfish to create a tranquil, surreal and magically romantic atmosphere.",
+ "seed": 26027,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_3/index_8935_seed_26027_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": 2.0,
+ "video_score2_ta": 3.546875,
+ "video_score2_mq": 2.796875,
+ "video_score2_overall": 8.375,
+ "avg": 8.34375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "majestic, slow-panning wide shot reveals an otherworldly underwater ballroom, immersed in crystal-clear azure waters. Towering white marble columns, adorned with ancient Greek-style carvings, stand majestically. Between them, almost ghostly, transparent jellyfish pulsate and float gracefully. Their long, translucent tentacles, adorned with bioluminescent algae that emit a soft blue-green glow, serve as an ever-shifting source of light in this serene world. Amidst these luminous creatures, formally dressed individuals—men in classic black tuxedos and women in opulent gowns in deep jewel tones like sapphire and emerald—slowly dance the waltz in near-weightlessness. They twirl and glide gracefully in a dreamy, slow rhythm, their silk and chiffon gowns unfurling and swaying like blossoming flowers in the gentle currents of the water. Above the dance floor, several giant sea turtles glided majestically and silently beneath the ballroom dome, their dark silhouettes casting shimmering, distorted reflections on the highly polished coral floor below, complementing the glow of the dancers and jellyfish to create a tranquil, surreal and magically romantic atmosphere.",
+ "token_credit_reward": 8.375,
+ "selected_reward": 8.375,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"an otherworldly underwater ballroom\" with specific elements:\n- Crystal-clear azure waters\n- Towering white marble columns with ancient Greek-style carvings\n- Ghostly, transparent jellyfish with long translucent tentacles and bioluminescent algae\n- Formally dressed people (men in black tuxedos, women in opulent gowns)\n- Dancing the waltz in near-weightlessness\n- Giant sea turtles gliding above the ballroom dome\n- Highly polished coral floor\n- Tranquil, surreal, and romantically magical atmosphere\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The underwater setting and color palette are conveyed, but there are noticeable artifacts and some blurriness around moving elements. The resolution is adequate but not high, and fine details are not consistently crisp. The lighting supports the blue-green underwater mood, yet some frames show uneven illumination or subtle distortions. The sequence remains coherent, but the overall sharpness and polish do not reach high-end levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core concept of an underwater ballroom with dancing figures and prominent marine life. Key elements such as the underwater environment, the presence of jellyfish, and the dancing figures are well represented. Some architectural details (e.g., the exact column style) and certain environmental nuances are less clearly realized, but the major components align closely with the description. Overall, the translation of the prompt into visuals is solid with minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible underwater dynamics and generally coherent interactions between figures and the environment. However, there are occasional inconsistencies in scale, lighting interactions, and motion cues that prevent a higher level of realism. The overall behavior remains believable within the fantasy context, but 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": {
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+ "TA": 3.546875,
+ "MQ": 2.796875,
+ "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 \"an otherworldly underwater ballroom\" with specific elements:\n- Crystal-clear azure waters\n- Towering white marble columns with ancient Greek-style carvings\n- Ghostly, transparent jellyfish with long translucent tentacles and bioluminescent algae\n- Formally dressed people (men in black tuxedos, women in opulent gowns)\n- Dancing the waltz in near-weightlessness\n- Giant sea turtles gliding above the ballroom dome\n- Highly polished coral floor\n- Tranquil, surreal, and romantically magical atmosphere\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The underwater setting and color palette are conveyed, but there are noticeable artifacts and some blurriness around moving elements. The resolution is adequate but not high, and fine details are not consistently crisp. The lighting supports the blue-green underwater mood, yet some frames show uneven illumination or subtle distortions. The sequence remains coherent, but the overall sharpness and polish do not reach high-end levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core concept of an underwater ballroom with dancing figures and prominent marine life. Key elements such as the underwater environment, the presence of jellyfish, and the dancing figures are well represented. Some architectural details (e.g., the exact column style) and certain environmental nuances are less clearly realized, but the major components align closely with the description. Overall, the translation of the prompt into visuals is solid with minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible underwater dynamics and generally coherent interactions between figures and the environment. However, there are occasional inconsistencies in scale, lighting interactions, and motion cues that prevent a higher level of realism. The overall behavior remains believable within the fantasy context, but not perfectly physically precise.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "majestic, slow-panning wide shot reveals an otherworldly underwater ballroom, immersed in crystal-clear azure waters. Towering white marble columns, adorned with ancient Greek-style carvings, stand majestically. Between them, almost ghostly, transparent jellyfish pulsate and float gracefully. Their long, translucent tentacles, adorned with bioluminescent algae that emit a soft blue-green glow, serve as an ever-shifting source of light in this serene world. Amidst these luminous creatures, formally dressed individuals—men in classic black tuxedos and women in opulent gowns in deep jewel tones like sapphire and emerald—slowly dance the waltz in near-weightlessness. They twirl and glide gracefully in a dreamy, slow rhythm, their silk and chiffon gowns unfurling and swaying like blossoming flowers in the gentle currents of the water. Above the dance floor, several giant sea turtles glided majestically and silently beneath the ballroom dome, their dark silhouettes casting shimmering, distorted reflections on the highly polished coral floor below, complementing the glow of the dancers and jellyfish to create a tranquil, surreal and magically romantic atmosphere.",
+ "seed": 26028,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_3/index_8935_seed_26028_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.046875,
+ "video_score2_ta": 3.15625,
+ "video_score2_mq": 2.796875,
+ "video_score2_overall": 8.0,
+ "avg": 8.0,
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+ "question": "majestic, slow-panning wide shot reveals an otherworldly underwater ballroom, immersed in crystal-clear azure waters. Towering white marble columns, adorned with ancient Greek-style carvings, stand majestically. Between them, almost ghostly, transparent jellyfish pulsate and float gracefully. Their long, translucent tentacles, adorned with bioluminescent algae that emit a soft blue-green glow, serve as an ever-shifting source of light in this serene world. Amidst these luminous creatures, formally dressed individuals—men in classic black tuxedos and women in opulent gowns in deep jewel tones like sapphire and emerald—slowly dance the waltz in near-weightlessness. They twirl and glide gracefully in a dreamy, slow rhythm, their silk and chiffon gowns unfurling and swaying like blossoming flowers in the gentle currents of the water. Above the dance floor, several giant sea turtles glided majestically and silently beneath the ballroom dome, their dark silhouettes casting shimmering, distorted reflections on the highly polished coral floor below, complementing the glow of the dancers and jellyfish to create a tranquil, surreal and magically romantic atmosphere.",
+ "token_credit_reward": 8.0,
+ "selected_reward": 8.0,
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+ ],
+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
+ 1,
+ 2,
+ 0
+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a majestic underwater ballroom scene with:\n- Crystal-clear azure waters\n- Towering white marble columns with ancient Greek-style carvings\n- Ghostly, transparent jellyfish with long translucent tentacles and bioluminescent algae\n- Formally dressed people (men in black tuxedos, women in opulent gowns in deep jewel tones)\n- Slow dancing the waltz in near-weightlessness\n- Giant sea turtles gliding beneath a ballroom dome\n- Highly polished coral floor\n- Tranquil, surreal, and romantically magical atmosphere\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity. The underwater lighting and color palette are present, yet some frames exhibit mild blur or compression artifacts, and fine details are not consistently crisp. The sequence remains coherent, but the overall sharpness and polish do not reach high-end levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an underwater ballroom setting, tall columns, ghostly jellyfish, formally dressed dancers, and a slow-dance mood. However, certain aspects are less clearly realized: the ancient Greek carvings are not distinctly visible, and the notion of a ballroom dome is not strongly established. Despite these gaps, the major components align well with the description, yielding a high level of fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The underwater environment and the behavior of jellyfish and sea turtles feel plausible within the fantasy context, and the dancers’ movements appear fluid enough for the setting. Some interactions and scale cues are not perfectly coherent across frames, which slightly tempers the sense of physical realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.046875,
+ "TA": 3.15625,
+ "MQ": 2.796875,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a majestic underwater ballroom scene with:\n- Crystal-clear azure waters\n- Towering white marble columns with ancient Greek-style carvings\n- Ghostly, transparent jellyfish with long translucent tentacles and bioluminescent algae\n- Formally dressed people (men in black tuxedos, women in opulent gowns in deep jewel tones)\n- Slow dancing the waltz in near-weightlessness\n- Giant sea turtles gliding beneath a ballroom dome\n- Highly polished coral floor\n- Tranquil, surreal, and romantically magical atmosphere\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity. The underwater lighting and color palette are present, yet some frames exhibit mild blur or compression artifacts, and fine details are not consistently crisp. The sequence remains coherent, but the overall sharpness and polish do not reach high-end levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an underwater ballroom setting, tall columns, ghostly jellyfish, formally dressed dancers, and a slow-dance mood. However, certain aspects are less clearly realized: the ancient Greek carvings are not distinctly visible, and the notion of a ballroom dome is not strongly established. Despite these gaps, the major components align well with the description, yielding a high level of fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The underwater environment and the behavior of jellyfish and sea turtles feel plausible within the fantasy context, and the dancers’ movements appear fluid enough for the setting. Some interactions and scale cues are not perfectly coherent across frames, which slightly tempers the sense of physical realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_4/index_tensor([2386, 2386])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_4/index_tensor([2386, 2386])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1750b5f119e072753d306a1cf623ebd1a5f2d8e2
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_4/index_tensor([2386, 2386])_group_4_rewards.json
@@ -0,0 +1,10210 @@
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sweeping, sideways tracking shot featuring a traditional carpet with mythic motifs rising through the air above a desert landscape. The scene emphasizes a mystical, ancient aesthetic with warm lighting and a dreamlike atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear details in the carpet patterns and desert elements, but there are occasional minor artifacts and slight color inconsistencies that prevent a higher rating. The sequence remains stable with no major distortions, though some subtle frame-to-frame variations exist.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a sideways tracking motion, a decorative carpet with mythic imagery, and a desert setting with warm lighting. The carpet’s airborne motion and the general composition align well with the description. Some nuanced aspects—such as the exact depiction of the mythical creatures and the precise timing of the motion—are not perfectly realized, leaving room for minor deviations.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The carpet’s suspension and wind interaction are plausible within a stylized context, and the scene maintains coherent spatial relationships. However, certain dynamics (e.g., wind effects on the carpet and its interaction with air currents) are simplified, resulting in mild inconsistencies relative to real-world physics.\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 4\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 3.234375,
+ "TA": 1.7109375,
+ "MQ": 1.515625,
+ "Overall": 6.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sweeping, sideways tracking shot featuring a traditional carpet with mythic motifs rising through the air above a desert landscape. The scene emphasizes a mystical, ancient aesthetic with warm lighting and a dreamlike atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear details in the carpet patterns and desert elements, but there are occasional minor artifacts and slight color inconsistencies that prevent a higher rating. The sequence remains stable with no major distortions, though some subtle frame-to-frame variations exist.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a sideways tracking motion, a decorative carpet with mythic imagery, and a desert setting with warm lighting. The carpet’s airborne motion and the general composition align well with the description. Some nuanced aspects—such as the exact depiction of the mythical creatures and the precise timing of the motion—are not perfectly realized, leaving room for minor deviations.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The carpet’s suspension and wind interaction are plausible within a stylized context, and the scene maintains coherent spatial relationships. However, certain dynamics (e.g., wind effects on the carpet and its interaction with air currents) are simplified, resulting in mild inconsistencies relative to real-world physics.\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 4\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3"
+ ]
+ },
+ {
+ "prompt": "sweeping, sideways tracking shot captures the fluidity of Dunhuang murals, depicting an ancient carpet depicting mythical beasts, steadily and calmly navigating the air. Made of thick, handwoven wool, the carpet's aged texture is evident in its slightly frayed edges and crimson tassels that flutter backward in the wind. The carpet's primary colors are aged ochre and lapis lazuli blue, meticulously woven with bold yet fluid calligraphic lines to create an intricate pattern: a graceful, ornately winged nine-colored deer at its center, surrounded by ethereal flying fairies and stylized auspicious clouds, all shimmering with the characteristic matte texture of mineral pigments. The carpet, rather than moving in a rigid, lifelike motion, rises and falls steadily through the air, as if sailing on invisible waves. Below the camera, a vast expanse of golden desert stretches to the horizon. The setting sun paints the rolling dunes a warm, flowing sea of gold, casting long, soft blue-purple shadows on the leeward sides. The sky, far from a realistic depiction, is a splendid azure, punctuated by elongated, brushstroke-like orange-red clouds. The entire scene is bathed in warm and soft light, imbued with a sacred, tranquil, and epic atmosphere, as if a millennia-old mural has been brought to life and is slowly unfolding before our eyes.",
+ "seed": 6350,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_4/index_2386_seed_6350_dp_8_rank_16_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 2.90625,
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+ "video_score2_overall": 8.875,
+ "avg": 8.890625,
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+ "question_id": "videoscore2_overall",
+ "question": "sweeping, sideways tracking shot captures the fluidity of Dunhuang murals, depicting an ancient carpet depicting mythical beasts, steadily and calmly navigating the air. Made of thick, handwoven wool, the carpet's aged texture is evident in its slightly frayed edges and crimson tassels that flutter backward in the wind. The carpet's primary colors are aged ochre and lapis lazuli blue, meticulously woven with bold yet fluid calligraphic lines to create an intricate pattern: a graceful, ornately winged nine-colored deer at its center, surrounded by ethereal flying fairies and stylized auspicious clouds, all shimmering with the characteristic matte texture of mineral pigments. The carpet, rather than moving in a rigid, lifelike motion, rises and falls steadily through the air, as if sailing on invisible waves. Below the camera, a vast expanse of golden desert stretches to the horizon. The setting sun paints the rolling dunes a warm, flowing sea of gold, casting long, soft blue-purple shadows on the leeward sides. The sky, far from a realistic depiction, is a splendid azure, punctuated by elongated, brushstroke-like orange-red clouds. The entire scene is bathed in warm and soft light, imbued with a sacred, tranquil, and epic atmosphere, as if a millennia-old mural has been brought to life and is slowly unfolding before our eyes.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sweeping, sideways tracking shot featuring a traditional carpet with mythic motifs moving through the air above a desert landscape. The scene should include a central ornate deer motif, surrounding ethereal figures, stylized clouds, and a palette of aged tones with a sense of weightless, wave-like motion. The overall mood is intended to be sacred, tranquil, and epic, evoking a timeless mural come to life.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the carpet and desert, but there are noticeable issues that prevent a higher rating. The carpet’s airborne motion is not consistently smooth, with occasional jerky transitions and minor edge artifacts. Lighting remains warm and cohesive, yet some frame-to-frame inconsistencies in the carpet’s position reduce perceived realism. The desert background stays stable, and color grading supports the intended atmosphere, but the combination of motion artifacts and slight instability lowers the overall visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: a sweeping, sideways tracking shot; a traditional carpet with mythic motifs; a central deer motif; surrounding figures and stylized clouds; and the aged, textured appearance of the carpet. The color palette aligns with the described aged tones, and the composition conveys a sense of weightless movement. Minor deviations exist in exact timing of the motif and in the precise depiction of the ethereal figures, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The carpet’s suspension and wind interaction are plausible but not perfectly physically accurate; some motions feel slightly artificial or constrained by rendering limits. The desert environment maintains spatial coherence, and lighting/shadows support depth, though a few micro-physics cues could be refined for greater 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": 2.96875,
+ "TA": 2.90625,
+ "MQ": 3.015625,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sweeping, sideways tracking shot featuring a traditional carpet with mythic motifs moving through the air above a desert landscape. The scene should include a central ornate deer motif, surrounding ethereal figures, stylized clouds, and a palette of aged tones with a sense of weightless, wave-like motion. The overall mood is intended to be sacred, tranquil, and epic, evoking a timeless mural come to life.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the carpet and desert, but there are noticeable issues that prevent a higher rating. The carpet’s airborne motion is not consistently smooth, with occasional jerky transitions and minor edge artifacts. Lighting remains warm and cohesive, yet some frame-to-frame inconsistencies in the carpet’s position reduce perceived realism. The desert background stays stable, and color grading supports the intended atmosphere, but the combination of motion artifacts and slight instability lowers the overall visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: a sweeping, sideways tracking shot; a traditional carpet with mythic motifs; a central deer motif; surrounding figures and stylized clouds; and the aged, textured appearance of the carpet. The color palette aligns with the described aged tones, and the composition conveys a sense of weightless movement. Minor deviations exist in exact timing of the motif and in the precise depiction of the ethereal figures, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The carpet’s suspension and wind interaction are plausible but not perfectly physically accurate; some motions feel slightly artificial or constrained by rendering limits. The desert environment maintains spatial coherence, and lighting/shadows support depth, though a few micro-physics cues could be refined for greater realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "sweeping, sideways tracking shot captures the fluidity of Dunhuang murals, depicting an ancient carpet depicting mythical beasts, steadily and calmly navigating the air. Made of thick, handwoven wool, the carpet's aged texture is evident in its slightly frayed edges and crimson tassels that flutter backward in the wind. The carpet's primary colors are aged ochre and lapis lazuli blue, meticulously woven with bold yet fluid calligraphic lines to create an intricate pattern: a graceful, ornately winged nine-colored deer at its center, surrounded by ethereal flying fairies and stylized auspicious clouds, all shimmering with the characteristic matte texture of mineral pigments. The carpet, rather than moving in a rigid, lifelike motion, rises and falls steadily through the air, as if sailing on invisible waves. Below the camera, a vast expanse of golden desert stretches to the horizon. The setting sun paints the rolling dunes a warm, flowing sea of gold, casting long, soft blue-purple shadows on the leeward sides. The sky, far from a realistic depiction, is a splendid azure, punctuated by elongated, brushstroke-like orange-red clouds. The entire scene is bathed in warm and soft light, imbued with a sacred, tranquil, and epic atmosphere, as if a millennia-old mural has been brought to life and is slowly unfolding before our eyes.",
+ "seed": 6351,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_4/index_2386_seed_6351_dp_9_rank_18_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 3.234375,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 9.3125,
+ "avg": 9.328125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "sweeping, sideways tracking shot captures the fluidity of Dunhuang murals, depicting an ancient carpet depicting mythical beasts, steadily and calmly navigating the air. Made of thick, handwoven wool, the carpet's aged texture is evident in its slightly frayed edges and crimson tassels that flutter backward in the wind. The carpet's primary colors are aged ochre and lapis lazuli blue, meticulously woven with bold yet fluid calligraphic lines to create an intricate pattern: a graceful, ornately winged nine-colored deer at its center, surrounded by ethereal flying fairies and stylized auspicious clouds, all shimmering with the characteristic matte texture of mineral pigments. The carpet, rather than moving in a rigid, lifelike motion, rises and falls steadily through the air, as if sailing on invisible waves. Below the camera, a vast expanse of golden desert stretches to the horizon. The setting sun paints the rolling dunes a warm, flowing sea of gold, casting long, soft blue-purple shadows on the leeward sides. The sky, far from a realistic depiction, is a splendid azure, punctuated by elongated, brushstroke-like orange-red clouds. The entire scene is bathed in warm and soft light, imbued with a sacred, tranquil, and epic atmosphere, as if a millennia-old mural has been brought to life and is slowly unfolding before our eyes.",
+ "token_credit_reward": 9.3125,
+ "selected_reward": 9.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, sideways tracking shot featuring a traditional carpet with mythic motifs rising and falling through the air above a golden desert. The scene should include a richly patterned carpet with a central winged deer motif, ethereal flying fairies, and stylized clouds, all rendered with a sense of weight and texture. The overall mood is intended to be sacred, tranquil, and epic, with warm lighting and a dreamlike quality.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the carpet details, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The desert background remains recognizable, and the sky with dramatic cloud formations is present, though not perfectly uniform throughout. The sequence maintains a cohesive look, but it does not reach high-end realism or pristine fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a traditional carpet with ornate patterns, a central deer motif, ethereal clouds, and a desert setting with warm lighting. The camera movement suggests a sideways tracking shot, and the carpet appears to move through the air. Some aspects—such as the exact depiction of the flying fairies and the precise timing of the carpet’s motion—are not perfectly realized, but the core components align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The carpet’s suspension and gentle motion feel plausible within a dreamlike context, and the environmental lighting supports the scene’s mood. However, there are subtle cues that reduce strict physical realism: the motion can appear slightly artificial, and the interaction between wind, gravity, and the carpet’s dynamics could be more convincingly integrated. Overall, the scene maintains coherence while not fully achieving 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": 3.15625,
+ "TA": 3.234375,
+ "MQ": 2.9375,
+ "Overall": 9.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, sideways tracking shot featuring a traditional carpet with mythic motifs rising and falling through the air above a golden desert. The scene should include a richly patterned carpet with a central winged deer motif, ethereal flying fairies, and stylized clouds, all rendered with a sense of weight and texture. The overall mood is intended to be sacred, tranquil, and epic, with warm lighting and a dreamlike quality.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the carpet details, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The desert background remains recognizable, and the sky with dramatic cloud formations is present, though not perfectly uniform throughout. The sequence maintains a cohesive look, but it does not reach high-end realism or pristine fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a traditional carpet with ornate patterns, a central deer motif, ethereal clouds, and a desert setting with warm lighting. The camera movement suggests a sideways tracking shot, and the carpet appears to move through the air. Some aspects—such as the exact depiction of the flying fairies and the precise timing of the carpet’s motion—are not perfectly realized, but the core components align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The carpet’s suspension and gentle motion feel plausible within a dreamlike context, and the environmental lighting supports the scene’s mood. However, there are subtle cues that reduce strict physical realism: the motion can appear slightly artificial, and the interaction between wind, gravity, and the carpet’s dynamics could be more convincingly integrated. Overall, the scene maintains coherence while not fully achieving 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": "sweeping, sideways tracking shot captures the fluidity of Dunhuang murals, depicting an ancient carpet depicting mythical beasts, steadily and calmly navigating the air. Made of thick, handwoven wool, the carpet's aged texture is evident in its slightly frayed edges and crimson tassels that flutter backward in the wind. The carpet's primary colors are aged ochre and lapis lazuli blue, meticulously woven with bold yet fluid calligraphic lines to create an intricate pattern: a graceful, ornately winged nine-colored deer at its center, surrounded by ethereal flying fairies and stylized auspicious clouds, all shimmering with the characteristic matte texture of mineral pigments. The carpet, rather than moving in a rigid, lifelike motion, rises and falls steadily through the air, as if sailing on invisible waves. Below the camera, a vast expanse of golden desert stretches to the horizon. The setting sun paints the rolling dunes a warm, flowing sea of gold, casting long, soft blue-purple shadows on the leeward sides. The sky, far from a realistic depiction, is a splendid azure, punctuated by elongated, brushstroke-like orange-red clouds. The entire scene is bathed in warm and soft light, imbued with a sacred, tranquil, and epic atmosphere, as if a millennia-old mural has been brought to life and is slowly unfolding before our eyes.",
+ "seed": 6352,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_4/index_2386_seed_6352_dp_9_rank_18_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": 3.3125,
+ "video_score2_ta": 2.9375,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.3125,
+ "avg": 9.296875,
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+ "question_id": "videoscore2_overall",
+ "question": "sweeping, sideways tracking shot captures the fluidity of Dunhuang murals, depicting an ancient carpet depicting mythical beasts, steadily and calmly navigating the air. Made of thick, handwoven wool, the carpet's aged texture is evident in its slightly frayed edges and crimson tassels that flutter backward in the wind. The carpet's primary colors are aged ochre and lapis lazuli blue, meticulously woven with bold yet fluid calligraphic lines to create an intricate pattern: a graceful, ornately winged nine-colored deer at its center, surrounded by ethereal flying fairies and stylized auspicious clouds, all shimmering with the characteristic matte texture of mineral pigments. The carpet, rather than moving in a rigid, lifelike motion, rises and falls steadily through the air, as if sailing on invisible waves. Below the camera, a vast expanse of golden desert stretches to the horizon. The setting sun paints the rolling dunes a warm, flowing sea of gold, casting long, soft blue-purple shadows on the leeward sides. The sky, far from a realistic depiction, is a splendid azure, punctuated by elongated, brushstroke-like orange-red clouds. The entire scene is bathed in warm and soft light, imbued with a sacred, tranquil, and epic atmosphere, as if a millennia-old mural has been brought to life and is slowly unfolding before our eyes.",
+ "token_credit_reward": 9.3125,
+ "selected_reward": 9.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sweeping, sideways tracking shot featuring a traditional carpet with mythic motifs rising above a golden desert. The scene should include a central mythical creature, ethereal figures, and flowing cloud patterns, all rendered with a warm palette and a sense of timeless, ethereal movement.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the carpet details, but there are occasional minor artifacts and slight color inconsistencies that prevent a higher rating. The desert background and lighting are generally coherent, though some frames exhibit mild noise or compression effects. The sequence remains stable without major distortions, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the carpet with mythic imagery, a desert setting, and warm tones consistent with the description. The principal elements—ancient carpet, mythical motifs, and the desert backdrop—are well represented. Some nuanced aspects, such as the exact depiction of the central creature and the precise tracking dynamics, are not perfectly realized, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The carpet’s airborne behavior follows plausible fantasy physics within a desert context, and lighting/shadows support the scene’s coherence. There are no glaring contradictions, though subtle timing or interaction details could be refined to enhance believability.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.3125,
+ "TA": 2.9375,
+ "MQ": 3.046875,
+ "Overall": 9.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sweeping, sideways tracking shot featuring a traditional carpet with mythic motifs rising above a golden desert. The scene should include a central mythical creature, ethereal figures, and flowing cloud patterns, all rendered with a warm palette and a sense of timeless, ethereal movement.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the carpet details, but there are occasional minor artifacts and slight color inconsistencies that prevent a higher rating. The desert background and lighting are generally coherent, though some frames exhibit mild noise or compression effects. The sequence remains stable without major distortions, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the carpet with mythic imagery, a desert setting, and warm tones consistent with the description. The principal elements—ancient carpet, mythical motifs, and the desert backdrop—are well represented. Some nuanced aspects, such as the exact depiction of the central creature and the precise tracking dynamics, are not perfectly realized, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The carpet’s airborne behavior follows plausible fantasy physics within a desert context, and lighting/shadows support the scene’s coherence. There are no glaring contradictions, though subtle timing or interaction details could be refined to enhance believability.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_5/index_tensor([3811, 3811])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_5/index_tensor([3811, 3811])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..247adc676becc531335add45882f16921ed13018
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_5/index_tensor([3811, 3811])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 28313,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_5/index_3811_seed_28313_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
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+ "video_score2_vq": 2.6875,
+ "video_score2_ta": 3.703125,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 9.5,
+ "avg": 9.5,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "soft, smooth pan from left to right begins with a wide shot, revealing a sun-drenched bedroom, rendered in the warm and detailed style of Studio Ghibli. The camera glides over a profusion of lush greenery—some nestled in terracotta pots on the floor, others with vines dangling from wooden stands—their leaves appear vibrant, almost translucent, in the golden morning light filtering through the large, clean windows. Bright, visible sunlight streams through the room, illuminating countless tiny dust motes that dance and twirl languidly in the still air. The pan slows to a medium shot, focusing on a simple, clean bed where a figure lies beneath a rumpled cream-colored cotton duvet. The figure is a young man with soft, slightly disheveled features, and shoulder-length brown hair that fanns across the pillow and begins to stir. Their eyelids flutter gently, then slowly part, revealing soft, sleepy eyes. They blink deliberately, their gazes wandering and then dispersing, a subtle, peaceful smile playing on their lips as they quietly take in the quiet beauty of the morning, creating an atmosphere of calm and contented awakening.",
+ "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 soft, smooth pan from left to right beginning with a wide shot of a sun-drenched bedroom rendered in a warm, detailed style reminiscent of Studio Ghibli. It calls for a glide over lush greenery in terracotta pots on the floor and vines hanging from wooden stands, with leaves appearing vibrant and translucent in golden morning light filtering through large, clean windows. Bright sunlight streams through the room, dust motes dancing in the still air, a slow pan to a medium shot focusing on a simple, clean bed with a figure beneath a rumpled cream-colored cotton duvet. The figure should be a young man with soft, slightly disheveled features and shoulder-length brown hair, eyes fluttering and opening gradually, a subtle peaceful smile, and a quiet moment of waking up.\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 background elements. The warm lighting and color grading are consistent with the intended mood, and the composition remains stable across shots. There are no major distortions or artifacts, though fine details are not always crisp. The sequence maintains coherence between frames, supporting a plausible visual narrative.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a left-to-right pan, a sun-drenched bedroom, abundant greenery, and the described lighting and atmosphere. The scene includes a bed with a rumpled cream-colored duvet and a young man with shoulder-length brown hair. The eyelids flutter and open gradually, and a subtle smile appears as the character wakes. Some minor deviations exist in exact timing and emphasis of certain details, 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 character’s movements and interactions feel generally plausible, and the lighting supports a believable morning scene. However, there are occasional small inconsistencies in micro-motions or spatial relationships that prevent a higher level of realism. Overall, the scene remains coherent and believable, with no glaring logical contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.6875,
+ "TA": 3.703125,
+ "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 soft, smooth pan from left to right beginning with a wide shot of a sun-drenched bedroom rendered in a warm, detailed style reminiscent of Studio Ghibli. It calls for a glide over lush greenery in terracotta pots on the floor and vines hanging from wooden stands, with leaves appearing vibrant and translucent in golden morning light filtering through large, clean windows. Bright sunlight streams through the room, dust motes dancing in the still air, a slow pan to a medium shot focusing on a simple, clean bed with a figure beneath a rumpled cream-colored cotton duvet. The figure should be a young man with soft, slightly disheveled features and shoulder-length brown hair, eyes fluttering and opening gradually, a subtle peaceful smile, and a quiet moment of waking up.\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 background elements. The warm lighting and color grading are consistent with the intended mood, and the composition remains stable across shots. There are no major distortions or artifacts, though fine details are not always crisp. The sequence maintains coherence between frames, supporting a plausible visual narrative.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a left-to-right pan, a sun-drenched bedroom, abundant greenery, and the described lighting and atmosphere. The scene includes a bed with a rumpled cream-colored duvet and a young man with shoulder-length brown hair. The eyelids flutter and open gradually, and a subtle smile appears as the character wakes. Some minor deviations exist in exact timing and emphasis of certain details, 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 character’s movements and interactions feel generally plausible, and the lighting supports a believable morning scene. However, there are occasional small inconsistencies in micro-motions or spatial relationships that prevent a higher level of realism. Overall, the scene remains coherent and believable, with no glaring logical contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "soft, smooth pan from left to right begins with a wide shot, revealing a sun-drenched bedroom, rendered in the warm and detailed style of Studio Ghibli. The camera glides over a profusion of lush greenery—some nestled in terracotta pots on the floor, others with vines dangling from wooden stands—their leaves appear vibrant, almost translucent, in the golden morning light filtering through the large, clean windows. Bright, visible sunlight streams through the room, illuminating countless tiny dust motes that dance and twirl languidly in the still air. The pan slows to a medium shot, focusing on a simple, clean bed where a figure lies beneath a rumpled cream-colored cotton duvet. The figure is a young man with soft, slightly disheveled features, and shoulder-length brown hair that fanns across the pillow and begins to stir. Their eyelids flutter gently, then slowly part, revealing soft, sleepy eyes. They blink deliberately, their gazes wandering and then dispersing, a subtle, peaceful smile playing on their lips as they quietly take in the quiet beauty of the morning, creating an atmosphere of calm and contented awakening.",
+ "seed": 28314,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_5/index_3811_seed_28314_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.34375,
+ "video_score2_ta": 3.734375,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 9.25,
+ "avg": 9.296875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "soft, smooth pan from left to right begins with a wide shot, revealing a sun-drenched bedroom, rendered in the warm and detailed style of Studio Ghibli. The camera glides over a profusion of lush greenery—some nestled in terracotta pots on the floor, others with vines dangling from wooden stands—their leaves appear vibrant, almost translucent, in the golden morning light filtering through the large, clean windows. Bright, visible sunlight streams through the room, illuminating countless tiny dust motes that dance and twirl languidly in the still air. The pan slows to a medium shot, focusing on a simple, clean bed where a figure lies beneath a rumpled cream-colored cotton duvet. The figure is a young man with soft, slightly disheveled features, and shoulder-length brown hair that fanns across the pillow and begins to stir. Their eyelids flutter gently, then slowly part, revealing soft, sleepy eyes. They blink deliberately, their gazes wandering and then dispersing, a subtle, peaceful smile playing on their lips as they quietly take in the quiet beauty of the morning, creating an atmosphere of calm and contented awakening.",
+ "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 soft, smooth pan from left to right beginning with a wide shot in a sun-drenched bedroom with a warm, Studio Ghibli-inspired aesthetic. It envisions a room filled with lush greenery, plants in terracotta pots, vines on wooden stands, bright sunlight streaming through large windows, and a young man lying in bed beneath a rumpled cream duvet, gradually waking up with gentle movements and a peaceful expression.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in background elements. Lighting remains warm and consistent, and color grading supports the golden-hour mood. There are no major distortions or artifacts, and transitions between shots are smooth. The softness reduces fine detail, keeping the overall quality at a mid level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a left-to-right pan, a sun-drenched bedroom, abundant greenery, plants in terracotta pots, vines on wooden stands, bright sunlight, large windows, and a young man in bed beneath a rumpled cream duvet. The sequence progresses toward a medium close-up of the figure, and the character’s gentle movements and peaceful expression align with the described awakening. Minor deviations exist in exact timing and emphasis of certain details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: natural lighting, believable spatial relationships, and coherent object interactions. However, there are small inconsistencies in scale or interaction cues (e.g., relative sizes of objects, subtle mismatches in shadows) that prevent a higher score. Overall, the scene remains credible and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.34375,
+ "TA": 3.734375,
+ "MQ": 3.21875,
+ "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 soft, smooth pan from left to right beginning with a wide shot in a sun-drenched bedroom with a warm, Studio Ghibli-inspired aesthetic. It envisions a room filled with lush greenery, plants in terracotta pots, vines on wooden stands, bright sunlight streaming through large windows, and a young man lying in bed beneath a rumpled cream duvet, gradually waking up with gentle movements and a peaceful expression.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in background elements. Lighting remains warm and consistent, and color grading supports the golden-hour mood. There are no major distortions or artifacts, and transitions between shots are smooth. The softness reduces fine detail, keeping the overall quality at a mid level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a left-to-right pan, a sun-drenched bedroom, abundant greenery, plants in terracotta pots, vines on wooden stands, bright sunlight, large windows, and a young man in bed beneath a rumpled cream duvet. The sequence progresses toward a medium close-up of the figure, and the character’s gentle movements and peaceful expression align with the described awakening. Minor deviations exist in exact timing and emphasis of certain details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: natural lighting, believable spatial relationships, and coherent object interactions. However, there are small inconsistencies in scale or interaction cues (e.g., relative sizes of objects, subtle mismatches in shadows) that prevent a higher score. Overall, the scene remains credible and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "soft, smooth pan from left to right begins with a wide shot, revealing a sun-drenched bedroom, rendered in the warm and detailed style of Studio Ghibli. The camera glides over a profusion of lush greenery—some nestled in terracotta pots on the floor, others with vines dangling from wooden stands—their leaves appear vibrant, almost translucent, in the golden morning light filtering through the large, clean windows. Bright, visible sunlight streams through the room, illuminating countless tiny dust motes that dance and twirl languidly in the still air. The pan slows to a medium shot, focusing on a simple, clean bed where a figure lies beneath a rumpled cream-colored cotton duvet. The figure is a young man with soft, slightly disheveled features, and shoulder-length brown hair that fanns across the pillow and begins to stir. Their eyelids flutter gently, then slowly part, revealing soft, sleepy eyes. They blink deliberately, their gazes wandering and then dispersing, a subtle, peaceful smile playing on their lips as they quietly take in the quiet beauty of the morning, creating an atmosphere of calm and contented awakening.",
+ "seed": 28315,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_5/index_3811_seed_28315_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": 3.046875,
+ "video_score2_ta": 3.9375,
+ "video_score2_mq": 3.28125,
+ "video_score2_overall": 10.25,
+ "avg": 10.265625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "soft, smooth pan from left to right begins with a wide shot, revealing a sun-drenched bedroom, rendered in the warm and detailed style of Studio Ghibli. The camera glides over a profusion of lush greenery—some nestled in terracotta pots on the floor, others with vines dangling from wooden stands—their leaves appear vibrant, almost translucent, in the golden morning light filtering through the large, clean windows. Bright, visible sunlight streams through the room, illuminating countless tiny dust motes that dance and twirl languidly in the still air. The pan slows to a medium shot, focusing on a simple, clean bed where a figure lies beneath a rumpled cream-colored cotton duvet. The figure is a young man with soft, slightly disheveled features, and shoulder-length brown hair that fanns across the pillow and begins to stir. Their eyelids flutter gently, then slowly part, revealing soft, sleepy eyes. They blink deliberately, their gazes wandering and then dispersing, a subtle, peaceful smile playing on their lips as they quietly take in the quiet beauty of the morning, creating an atmosphere of calm and contented awakening.",
+ "token_credit_reward": 10.25,
+ "selected_reward": 10.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a soft, smooth pan from left to right beginning with a wide shot of a sun-drenched bedroom rendered in a warm, detailed style reminiscent of Studio Ghibli. It calls for a glide over lush greenery in terracotta pots on the floor and with vines on wooden stands, leaves appearing vibrant yet translucent under golden morning light, bright sunlight streaming through large, clean windows, and a slow pan to a medium shot focusing on a simple, clean bed with a figure beneath a rumpled cream-colored cotton duvet. The figure should be a young man with soft, slightly disheveled features and shoulder-length brown hair, eyes fluttering and opening gradually, a subtle peaceful smile, and a calm, contented awakening.\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 foliage. The warm lighting and color grading are consistent, and the composition remains stable throughout. There are no major distortions or artifacts, and transitions between shots are smooth. The sharpness could be improved, but the scene maintains a coherent look overall.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the key elements: a left-to-right pan, a sun-drenched bedroom, abundant greenery, terracotta pots, wooden stands, and the described lighting and atmosphere. The sequence progresses toward a medium shot of a bed with a figure beneath a rumpled duvet, and the figure’s facial expression aligns with a calm, contented awakening. While some fine-grained details may vary, the overall correspondence to the prompt is solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics and spatial relationships, with natural lighting and believable interactions. However, there are minor inconsistencies in depth cues and object placement that prevent a higher score; overall, the scene remains coherent and 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": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 3.9375,
+ "MQ": 3.28125,
+ "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 soft, smooth pan from left to right beginning with a wide shot of a sun-drenched bedroom rendered in a warm, detailed style reminiscent of Studio Ghibli. It calls for a glide over lush greenery in terracotta pots on the floor and with vines on wooden stands, leaves appearing vibrant yet translucent under golden morning light, bright sunlight streaming through large, clean windows, and a slow pan to a medium shot focusing on a simple, clean bed with a figure beneath a rumpled cream-colored cotton duvet. The figure should be a young man with soft, slightly disheveled features and shoulder-length brown hair, eyes fluttering and opening gradually, a subtle peaceful smile, and a calm, contented awakening.\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 foliage. The warm lighting and color grading are consistent, and the composition remains stable throughout. There are no major distortions or artifacts, and transitions between shots are smooth. The sharpness could be improved, but the scene maintains a coherent look overall.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the key elements: a left-to-right pan, a sun-drenched bedroom, abundant greenery, terracotta pots, wooden stands, and the described lighting and atmosphere. The sequence progresses toward a medium shot of a bed with a figure beneath a rumpled duvet, and the figure’s facial expression aligns with a calm, contented awakening. While some fine-grained details may vary, the overall correspondence to the prompt is solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics and spatial relationships, with natural lighting and believable interactions. However, there are minor inconsistencies in depth cues and object placement that prevent a higher score; overall, the scene remains coherent and 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": 28316,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_5/index_3811_seed_28316_dp_11_rank_22_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.296875,
+ "video_score2_ta": 3.703125,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 9.25,
+ "avg": 9.234375,
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+ "token_credit_reward": 9.25,
+ "selected_reward": 9.25,
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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 soft, smooth pan from left to right beginning with a wide shot in a sun-drenched bedroom with a Studio Ghibli-inspired warm, detailed aesthetic. It envisions lush greenery in terracotta pots, vines on wooden stands, bright sunlight streaming through large windows, and a young man with shoulder-length brown hair lying in bed beneath a rumpled cream duvet, gradually waking up with gentle eye movements and a calm expression.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The sequence shows decent resolution but with noticeable softness and some motion blur during the pan. Lighting remains warm and consistent, and color grading supports the intended mood. There are no major distortions or artifacts, and the composition stays coherent throughout. The softness reduces fine detail, keeping the overall quality at a middle level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a left-to-right pan, a sun-drenched bedroom, abundant greenery in terracotta pots, and a young man with shoulder-length brown hair lying in bed beneath a rumpled cream duvet. The scene conveys a calm morning awakening with gentle eye movements and a peaceful expression. A few minor deviations exist, such as the exact timing of the eyelid flutter and the precise moment of the smile, which do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships, with natural lighting and believable interactions between objects. However, there are minor inconsistencies in micro-motions and timing that prevent a higher score, though nothing severely breaks plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.296875,
+ "TA": 3.703125,
+ "MQ": 3.234375,
+ "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 soft, smooth pan from left to right beginning with a wide shot in a sun-drenched bedroom with a Studio Ghibli-inspired warm, detailed aesthetic. It envisions lush greenery in terracotta pots, vines on wooden stands, bright sunlight streaming through large windows, and a young man with shoulder-length brown hair lying in bed beneath a rumpled cream duvet, gradually waking up with gentle eye movements and a calm expression.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The sequence shows decent resolution but with noticeable softness and some motion blur during the pan. Lighting remains warm and consistent, and color grading supports the intended mood. There are no major distortions or artifacts, and the composition stays coherent throughout. The softness reduces fine detail, keeping the overall quality at a middle level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a left-to-right pan, a sun-drenched bedroom, abundant greenery in terracotta pots, and a young man with shoulder-length brown hair lying in bed beneath a rumpled cream duvet. The scene conveys a calm morning awakening with gentle eye movements and a peaceful expression. A few minor deviations exist, such as the exact timing of the eyelid flutter and the precise moment of the smile, which do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships, with natural lighting and believable interactions between objects. However, there are minor inconsistencies in micro-motions and timing that prevent a higher score, though nothing severely breaks plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_6/index_tensor([3519, 3519])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_6/index_tensor([3519, 3519])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9bcd08c93e41e973ccf332c36fe86eaa6fcf123c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_6/index_tensor([3519, 3519])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slow, drawn-out shot, beginning with a delicately composed, slightly upward mid-shot, focuses on the depths of an ancient temple courtyard. An elderly monk, bald and deeply wrinkled between his forehead and eyes, wears a soft, naturally wrinkled ochre-red robe, faded by time. He stands tall, his face solemn and serene. In one hand, he holds a string of dark Buddhist beads, while the other hangs naturally at his side. His gaze is determined and compassionate. Opposite him, a massive white snake, its entire body coated in a soft, ivory sheen, raises its head high, reaching the monk's eye level. Its golden, vertical pupils convey no hint of murderous intent, but rather a glimmer of ancient, human wisdom. The snake's body coils tightly on the mossy stone floor, dotted with scattered, withered bodhi leaves, imbued with a sense of poised power. The afternoon sun filters through the twisted branches of the ancient pines in the courtyard, casting dappled light and shadow, perfectly outlining the monk's silhouette and the texture of his robes, while also causing the giant snake's scales to reflect a pearly shimmer. As the camera steadily and deliberately moves backward, the figures of the two men and the snake gradually diminish within the magnificent temple setting. In the background, stone lanterns carved with lotus patterns, quaint wooden corridors, and a corner of the hall with its soaring eaves and brackets slowly come into view. The entire scene, shrouded in the subtle scent of sandalwood, creates a tranquil atmosphere that transcends time, imbued with Zen and a mysterious tension.",
+ "seed": 6354,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_6/index_3519_seed_6354_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": 2.953125,
+ "video_score2_ta": 3.65625,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.625,
+ "avg": 9.640625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow, drawn-out shot, beginning with a delicately composed, slightly upward mid-shot, focuses on the depths of an ancient temple courtyard. An elderly monk, bald and deeply wrinkled between his forehead and eyes, wears a soft, naturally wrinkled ochre-red robe, faded by time. He stands tall, his face solemn and serene. In one hand, he holds a string of dark Buddhist beads, while the other hangs naturally at his side. His gaze is determined and compassionate. Opposite him, a massive white snake, its entire body coated in a soft, ivory sheen, raises its head high, reaching the monk's eye level. Its golden, vertical pupils convey no hint of murderous intent, but rather a glimmer of ancient, human wisdom. The snake's body coils tightly on the mossy stone floor, dotted with scattered, withered bodhi leaves, imbued with a sense of poised power. The afternoon sun filters through the twisted branches of the ancient pines in the courtyard, casting dappled light and shadow, perfectly outlining the monk's silhouette and the texture of his robes, while also causing the giant snake's scales to reflect a pearly shimmer. As the camera steadily and deliberately moves backward, the figures of the two men and the snake gradually diminish within the magnificent temple setting. In the background, stone lanterns carved with lotus patterns, quaint wooden corridors, and a corner of the hall with its soaring eaves and brackets slowly come into view. The entire scene, shrouded in the subtle scent of sandalwood, creates a tranquil atmosphere that transcends time, imbued with Zen and a mysterious tension.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
+ "frame_importance": [
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+ 0.4479862153530121
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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 slow, drawn-out shot starting with a delicately composed, slightly upward mid-shot focusing on an ancient temple courtyard. It features an elderly monk with a bald, deeply wrinkled face wearing a soft, naturally wrinkled orange-red robe, standing tall with a serene expression. He holds a string of dark Buddhist beads in one hand while the other hangs naturally. Opposite him, a massive white snake with a soft ivory sheen raises its head to eye level, displaying golden vertical pupils. The snake's body coils on the mossy stone floor dotted with scattered, withered bodhi leaves, conveying a sense of poised power. Afternoon sunlight filters through twisted pine branches, casting dappled light and shadow that outlines the figures and textures. The camera gradually moves backward, revealing more of the temple setting including stone lanterns with lotus carvings, wooden corridors, and a corner with soaring eaves and brackets. The scene aims for a tranquil atmosphere with a subtle sandalwood scent, emphasizing zen and mysterious tension.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the monk and the snake, with consistent lighting and believable textures. There are no major distortions or artifacts, and the composition remains coherent across shots. However, some fine details and depth cues are not fully realized, and the sequence does not exhibit standout visual polish. The motion appears steady, but the overall impression is average rather than exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: the elderly monk with a bald, wrinkled face; the orange-red robe; the presence of beads; the white snake with an ivory sheen; the raised head; the coiled body; the mossy stone floor with scattered leaves; the dappled lighting; and the gradual backward camera movement. The mood of tranquility and the temple setting are well conveyed. A few minor deviations exist, such as slight variations in the exact pose or accessory placement, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, lighting, and spatial relationships, with no obvious violations of physics. Some minor inconsistencies may appear in subtle interactions or timing, but they do not undermine overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
+ },
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+ "VQ": 2.953125,
+ "TA": 3.65625,
+ "MQ": 3.03125,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slow, drawn-out shot starting with a delicately composed, slightly upward mid-shot focusing on an ancient temple courtyard. It features an elderly monk with a bald, deeply wrinkled face wearing a soft, naturally wrinkled orange-red robe, standing tall with a serene expression. He holds a string of dark Buddhist beads in one hand while the other hangs naturally. Opposite him, a massive white snake with a soft ivory sheen raises its head to eye level, displaying golden vertical pupils. The snake's body coils on the mossy stone floor dotted with scattered, withered bodhi leaves, conveying a sense of poised power. Afternoon sunlight filters through twisted pine branches, casting dappled light and shadow that outlines the figures and textures. The camera gradually moves backward, revealing more of the temple setting including stone lanterns with lotus carvings, wooden corridors, and a corner with soaring eaves and brackets. The scene aims for a tranquil atmosphere with a subtle sandalwood scent, emphasizing zen and mysterious tension.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the monk and the snake, with consistent lighting and believable textures. There are no major distortions or artifacts, and the composition remains coherent across shots. However, some fine details and depth cues are not fully realized, and the sequence does not exhibit standout visual polish. The motion appears steady, but the overall impression is average rather than exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: the elderly monk with a bald, wrinkled face; the orange-red robe; the presence of beads; the white snake with an ivory sheen; the raised head; the coiled body; the mossy stone floor with scattered leaves; the dappled lighting; and the gradual backward camera movement. The mood of tranquility and the temple setting are well conveyed. A few minor deviations exist, such as slight variations in the exact pose or accessory placement, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, lighting, and spatial relationships, with no obvious violations of physics. Some minor inconsistencies may appear in subtle interactions or timing, but they do not undermine overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 6355,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_6/index_3519_seed_6355_dp_12_rank_24_sample_1_slot_1.mp4",
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+ "video_score2_overall": 8.6875,
+ "avg": 8.6875,
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+ "question": "slow, drawn-out shot, beginning with a delicately composed, slightly upward mid-shot, focuses on the depths of an ancient temple courtyard. An elderly monk, bald and deeply wrinkled between his forehead and eyes, wears a soft, naturally wrinkled ochre-red robe, faded by time. He stands tall, his face solemn and serene. In one hand, he holds a string of dark Buddhist beads, while the other hangs naturally at his side. His gaze is determined and compassionate. Opposite him, a massive white snake, its entire body coated in a soft, ivory sheen, raises its head high, reaching the monk's eye level. Its golden, vertical pupils convey no hint of murderous intent, but rather a glimmer of ancient, human wisdom. The snake's body coils tightly on the mossy stone floor, dotted with scattered, withered bodhi leaves, imbued with a sense of poised power. The afternoon sun filters through the twisted branches of the ancient pines in the courtyard, casting dappled light and shadow, perfectly outlining the monk's silhouette and the texture of his robes, while also causing the giant snake's scales to reflect a pearly shimmer. As the camera steadily and deliberately moves backward, the figures of the two men and the snake gradually diminish within the magnificent temple setting. In the background, stone lanterns carved with lotus patterns, quaint wooden corridors, and a corner of the hall with its soaring eaves and brackets slowly come into view. The entire scene, shrouded in the subtle scent of sandalwood, creates a tranquil atmosphere that transcends time, imbued with Zen and a mysterious tension.",
+ "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 slow, drawn-out shot starting with a delicately composed, slightly upward mid-shot focusing on an ancient temple courtyard. It features an elderly monk with a bald head and deeply wrinkled face wearing a soft, naturally wrinkled orange-red robe, standing tall with a solemn, serene expression. One hand holds dark Buddhist beads while the other hangs at the side. Opposite him, a massive white snake with an ivory sheen raises its head to eye level, its golden vertical pupils conveying ancient wisdom. The snake's body coils on the mossy stone floor dotted with scattered, withered bodhi leaves, with afternoon sunlight filtering through twisted pines creating dappled light and shadow. The camera should move steadily backward as the figures and the snake diminish within the temple setting, revealing stone lanterns, lotus carvings, wooden corridors, and a corner of the hall with soaring eaves and brackets.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, with warm, consistent lighting and believable textures in the temple environment. However, there are occasional minor artifacts and slight color/contrast inconsistencies across frames, which prevent a higher rating. The sequence remains coherent and visually plausible, though not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: an elderly monk in traditional robes, a large white snake, the temple courtyard setting, and the described camera movement. Some nuanced details such as exact facial wrinkles or the precise interaction between the snake and the environment may be less pronounced, but the core narrative and composition align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with the snake and the monk interacting in a believable manner. There are minor inconsistencies in scale or timing that do not break immersion but prevent a perfect score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.578125,
+ "TA": 3.03125,
+ "MQ": 3.078125,
+ "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 slow, drawn-out shot starting with a delicately composed, slightly upward mid-shot focusing on an ancient temple courtyard. It features an elderly monk with a bald head and deeply wrinkled face wearing a soft, naturally wrinkled orange-red robe, standing tall with a solemn, serene expression. One hand holds dark Buddhist beads while the other hangs at the side. Opposite him, a massive white snake with an ivory sheen raises its head to eye level, its golden vertical pupils conveying ancient wisdom. The snake's body coils on the mossy stone floor dotted with scattered, withered bodhi leaves, with afternoon sunlight filtering through twisted pines creating dappled light and shadow. The camera should move steadily backward as the figures and the snake diminish within the temple setting, revealing stone lanterns, lotus carvings, wooden corridors, and a corner of the hall with soaring eaves and brackets.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, with warm, consistent lighting and believable textures in the temple environment. However, there are occasional minor artifacts and slight color/contrast inconsistencies across frames, which prevent a higher rating. The sequence remains coherent and visually plausible, though not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: an elderly monk in traditional robes, a large white snake, the temple courtyard setting, and the described camera movement. Some nuanced details such as exact facial wrinkles or the precise interaction between the snake and the environment may be less pronounced, but the core narrative and composition align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with the snake and the monk interacting in a believable manner. There are minor inconsistencies in scale or timing that do not break immersion but prevent a perfect score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, drawn-out shot, beginning with a delicately composed, slightly upward mid-shot, focuses on the depths of an ancient temple courtyard. An elderly monk, bald and deeply wrinkled between his forehead and eyes, wears a soft, naturally wrinkled ochre-red robe, faded by time. He stands tall, his face solemn and serene. In one hand, he holds a string of dark Buddhist beads, while the other hangs naturally at his side. His gaze is determined and compassionate. Opposite him, a massive white snake, its entire body coated in a soft, ivory sheen, raises its head high, reaching the monk's eye level. Its golden, vertical pupils convey no hint of murderous intent, but rather a glimmer of ancient, human wisdom. The snake's body coils tightly on the mossy stone floor, dotted with scattered, withered bodhi leaves, imbued with a sense of poised power. The afternoon sun filters through the twisted branches of the ancient pines in the courtyard, casting dappled light and shadow, perfectly outlining the monk's silhouette and the texture of his robes, while also causing the giant snake's scales to reflect a pearly shimmer. As the camera steadily and deliberately moves backward, the figures of the two men and the snake gradually diminish within the magnificent temple setting. In the background, stone lanterns carved with lotus patterns, quaint wooden corridors, and a corner of the hall with its soaring eaves and brackets slowly come into view. The entire scene, shrouded in the subtle scent of sandalwood, creates a tranquil atmosphere that transcends time, imbued with Zen and a mysterious tension.",
+ "seed": 6356,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_6/index_3519_seed_6356_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.9375,
+ "video_score2_ta": 3.546875,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.625,
+ "avg": 9.578125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow, drawn-out shot, beginning with a delicately composed, slightly upward mid-shot, focuses on the depths of an ancient temple courtyard. An elderly monk, bald and deeply wrinkled between his forehead and eyes, wears a soft, naturally wrinkled ochre-red robe, faded by time. He stands tall, his face solemn and serene. In one hand, he holds a string of dark Buddhist beads, while the other hangs naturally at his side. His gaze is determined and compassionate. Opposite him, a massive white snake, its entire body coated in a soft, ivory sheen, raises its head high, reaching the monk's eye level. Its golden, vertical pupils convey no hint of murderous intent, but rather a glimmer of ancient, human wisdom. The snake's body coils tightly on the mossy stone floor, dotted with scattered, withered bodhi leaves, imbued with a sense of poised power. The afternoon sun filters through the twisted branches of the ancient pines in the courtyard, casting dappled light and shadow, perfectly outlining the monk's silhouette and the texture of his robes, while also causing the giant snake's scales to reflect a pearly shimmer. As the camera steadily and deliberately moves backward, the figures of the two men and the snake gradually diminish within the magnificent temple setting. In the background, stone lanterns carved with lotus patterns, quaint wooden corridors, and a corner of the hall with its soaring eaves and brackets slowly come into view. The entire scene, shrouded in the subtle scent of sandalwood, creates a tranquil atmosphere that transcends time, imbued with Zen and a mysterious tension.",
+ "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 slow, drawn-out shot starting with a delicately composed, slightly upward mid-shot focusing on an ancient temple courtyard. It features an elderly monk with a bald head and deeply wrinkled face wearing a soft, naturally wrinkled orange-red robe, standing tall with a solemn, serene expression. In one hand he holds a string of dark Buddhist beads, while the other hangs naturally at his side. His gaze is determined and compassionate. Opposite him, a massive white snake with a soft ivory sheen raises its head high, reaching the monk's eye level. Its golden vertical pupils convey no hint of murderous intent but rather a glimmer of ancient, human wisdom. The snake's body coils tightly on the mossy stone floor dotted with scattered, withered bodhi leaves, imbued with a sense of poised power. The afternoon sun filters through the twisted branches of the ancient pines in the courtyard, casting dappled light and shadow, perfectly outlining the monk's silhouette and the texture of his robes, while also causing the giant snake's scales to reflect a pearly shimmer. As the camera steadily and deliberately moves backward, the figures of the two men and the snake gradually diminish within the magnificent temple setting. In the background, stone lanterns carved with lotus patterns, quaint wooden corridors, and a corner of the hall with its soaring eaves and brackets slowly come into view. The entire scene, shrouded in the subtle scent of sandalwood, creates a tranquil atmosphere that transcends time, imbued with Zen and a mysterious tension\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the monk and the snake, with consistent lighting and believable textures. However, there are occasional minor artifacts and slight frame-to-frame inconsistencies that prevent a higher rating. The sequence remains coherent and the composition is serviceable, 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 captures the essential elements: the elderly monk, the white snake, the temple courtyard ambiance, and the described mood. Some nuanced details such as exact hand positioning or the precise timing of the camera movement may vary, but the core narrative and visual cues align well with the prompt.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with the snake and the monk interacting in a believable manner. There are minor inconsistencies in scale or motion that do not break immersion but prevent a perfect score.\n\nScoring Breakdown:\nVisual Quality: 3\nText-to-Video Alignment: 4\nPhysical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ }
+ }
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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 slow, drawn-out shot starting with a delicately composed, slightly upward mid-shot focusing on an ancient temple courtyard. It features an elderly monk with a bald head and deeply wrinkled face wearing a soft, naturally wrinkled orange-red robe, standing tall with a solemn, serene expression. In one hand he holds a string of dark Buddhist beads, while the other hangs naturally at his side. His gaze is determined and compassionate. Opposite him, a massive white snake with a soft ivory sheen raises its head high, reaching the monk's eye level. Its golden vertical pupils convey no hint of murderous intent but rather a glimmer of ancient, human wisdom. The snake's body coils tightly on the mossy stone floor dotted with scattered, withered bodhi leaves, imbued with a sense of poised power. The afternoon sun filters through the twisted branches of the ancient pines in the courtyard, casting dappled light and shadow, perfectly outlining the monk's silhouette and the texture of his robes, while also causing the giant snake's scales to reflect a pearly shimmer. As the camera steadily and deliberately moves backward, the figures of the two men and the snake gradually diminish within the magnificent temple setting. In the background, stone lanterns carved with lotus patterns, quaint wooden corridors, and a corner of the hall with its soaring eaves and brackets slowly come into view. The entire scene, shrouded in the subtle scent of sandalwood, creates a tranquil atmosphere that transcends time, imbued with Zen and a mysterious tension\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the monk and the snake, with consistent lighting and believable textures. However, there are occasional minor artifacts and slight frame-to-frame inconsistencies that prevent a higher rating. The sequence remains coherent and the composition is serviceable, 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 captures the essential elements: the elderly monk, the white snake, the temple courtyard ambiance, and the described mood. Some nuanced details such as exact hand positioning or the precise timing of the camera movement may vary, but the core narrative and visual cues align well with the prompt.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with the snake and the monk interacting in a believable manner. There are minor inconsistencies in scale or motion that do not break immersion but prevent a perfect score.\n\nScoring Breakdown:\nVisual Quality: 3\nText-to-Video Alignment: 4\nPhysical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 6357,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_6/index_3519_seed_6357_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 3.375,
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+ "video_score2_overall": 9.375,
+ "avg": 9.359375,
+ "reward_records": [
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+ "question": "slow, drawn-out shot, beginning with a delicately composed, slightly upward mid-shot, focuses on the depths of an ancient temple courtyard. An elderly monk, bald and deeply wrinkled between his forehead and eyes, wears a soft, naturally wrinkled ochre-red robe, faded by time. He stands tall, his face solemn and serene. In one hand, he holds a string of dark Buddhist beads, while the other hangs naturally at his side. His gaze is determined and compassionate. Opposite him, a massive white snake, its entire body coated in a soft, ivory sheen, raises its head high, reaching the monk's eye level. Its golden, vertical pupils convey no hint of murderous intent, but rather a glimmer of ancient, human wisdom. The snake's body coils tightly on the mossy stone floor, dotted with scattered, withered bodhi leaves, imbued with a sense of poised power. The afternoon sun filters through the twisted branches of the ancient pines in the courtyard, casting dappled light and shadow, perfectly outlining the monk's silhouette and the texture of his robes, while also causing the giant snake's scales to reflect a pearly shimmer. As the camera steadily and deliberately moves backward, the figures of the two men and the snake gradually diminish within the magnificent temple setting. In the background, stone lanterns carved with lotus patterns, quaint wooden corridors, and a corner of the hall with its soaring eaves and brackets slowly come into view. The entire scene, shrouded in the subtle scent of sandalwood, creates a tranquil atmosphere that transcends time, imbued with Zen and a mysterious tension.",
+ "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 slow, drawn-out shot starting with a delicately composed, slightly upward mid-shot focusing on an ancient temple courtyard. It features an elderly monk with a bald head and deeply wrinkled face wearing a soft, naturally wrinkled orange-red robe, standing tall with a solemn, serene expression. In one hand he holds a string of dark Buddhist beads, while the other hangs naturally at his side. His gaze is determined and compassionate. Opposite him, a massive white snake with a soft ivory sheen raises its head high, reaching the monk's eye level. Its golden vertical pupils convey no hint of murderous intent but rather a glimmer of ancient, human wisdom. The snake's body coils tightly on the mossy stone floor, dotted with scattered, withered bodhi leaves, imbued with a sense of poised power. The afternoon sun filters through the twisted branches of the ancient pines in the courtyard, casting dappled light and shadow, perfectly outlining the monk's silhouette and the texture of his robes, while also causing the giant snake's scales to reflect a pearly shimmer. As the camera steadily and deliberately moves backward, the figures of the two men and the snake gradually diminish within the magnificent temple setting. In the background, stone lanterns carved with lotus patterns, quaint wooden corridors, and a corner of the hall with its soaring eaves and brackets slowly come into view. The entire scene, shrouded in the subtle scent of sandalwood, creates a tranquil atmosphere that transcends time, imbued with Zen and a mysterious tension\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the monk, the snake, and the temple environment, with warm, consistent lighting and good depth cues. However, there are occasional minor artifacts and slight frame-to-frame inconsistencies that prevent a higher rating. The sequence remains coherent and visually plausible, but it does not reach high-end realism or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements described in the prompt: the elderly monk, the white snake, the ancient temple setting, the dappled lighting, and the general composition. Some nuanced details such as exact hand positioning and the precise interaction between the snake and the monk are present but not perfectly matched, resulting in a small gap in perfect alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with the snake and the monk occupying believable positions relative to each other and the architecture. There are minor inconsistencies in scale or interaction that prevent a higher score, though nothing severely breaks plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 3.375,
+ "MQ": 3.015625,
+ "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 slow, drawn-out shot starting with a delicately composed, slightly upward mid-shot focusing on an ancient temple courtyard. It features an elderly monk with a bald head and deeply wrinkled face wearing a soft, naturally wrinkled orange-red robe, standing tall with a solemn, serene expression. In one hand he holds a string of dark Buddhist beads, while the other hangs naturally at his side. His gaze is determined and compassionate. Opposite him, a massive white snake with a soft ivory sheen raises its head high, reaching the monk's eye level. Its golden vertical pupils convey no hint of murderous intent but rather a glimmer of ancient, human wisdom. The snake's body coils tightly on the mossy stone floor, dotted with scattered, withered bodhi leaves, imbued with a sense of poised power. The afternoon sun filters through the twisted branches of the ancient pines in the courtyard, casting dappled light and shadow, perfectly outlining the monk's silhouette and the texture of his robes, while also causing the giant snake's scales to reflect a pearly shimmer. As the camera steadily and deliberately moves backward, the figures of the two men and the snake gradually diminish within the magnificent temple setting. In the background, stone lanterns carved with lotus patterns, quaint wooden corridors, and a corner of the hall with its soaring eaves and brackets slowly come into view. The entire scene, shrouded in the subtle scent of sandalwood, creates a tranquil atmosphere that transcends time, imbued with Zen and a mysterious tension\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the monk, the snake, and the temple environment, with warm, consistent lighting and good depth cues. However, there are occasional minor artifacts and slight frame-to-frame inconsistencies that prevent a higher rating. The sequence remains coherent and visually plausible, but it does not reach high-end realism or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements described in the prompt: the elderly monk, the white snake, the ancient temple setting, the dappled lighting, and the general composition. Some nuanced details such as exact hand positioning and the precise interaction between the snake and the monk are present but not perfectly matched, resulting in a small gap in perfect alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with the snake and the monk occupying believable positions relative to each other and the architecture. There are minor inconsistencies in scale or interaction that prevent a higher score, though nothing severely breaks plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_7/index_tensor([3185, 3185])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_7/index_tensor([3185, 3185])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b45b38545525040257e8f914b328b5da953c4d46
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_7/index_tensor([3185, 3185])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, dynamic tracking shot follows a rider from the side as he speeds along a winding coastal tarmac road on a metallic crimson Harley-Davidson cruiser. The setting sun, sinking below the horizon, paints the world in a warm, saturated hue of gold and orange, imbuing the image with a rich cinematic quality. The rider leans forward slightly, his hands firmly gripping the handlebars. His dark brown hair flows back in the wind, and his face wears a focused, resolute expression. He wears a classic black leather jacket, unzipped, its hems and collar flapping dramatically in the strong sea breeze. He wears a simple white T-shirt underneath. On one side of the road lies the vast, shimmering ocean, its golden sunlight dancing across the surface. On the other, steep cliffs, shimmering a deep crimson, are illuminated by the sunset glow. The motorcycle sprints forward at a very fast speed, the chrome exhaust pipe and engine parts reflect the dazzling light, the wheels rotate at high speed and almost turn into a shadow, casting a long, constantly moving shadow on the road together with the rider. The whole picture is full of freedom, unrestrainedness and a magnificent sense of loneliness.",
+ "seed": 29230,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_7/index_3185_seed_29230_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": 2.765625,
+ "video_score2_ta": 3.796875,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.625,
+ "avg": 9.59375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, dynamic tracking shot follows a rider from the side as he speeds along a winding coastal tarmac road on a metallic crimson Harley-Davidson cruiser. The setting sun, sinking below the horizon, paints the world in a warm, saturated hue of gold and orange, imbuing the image with a rich cinematic quality. The rider leans forward slightly, his hands firmly gripping the handlebars. His dark brown hair flows back in the wind, and his face wears a focused, resolute expression. He wears a classic black leather jacket, unzipped, its hems and collar flapping dramatically in the strong sea breeze. He wears a simple white T-shirt underneath. On one side of the road lies the vast, shimmering ocean, its golden sunlight dancing across the surface. On the other, steep cliffs, shimmering a deep crimson, are illuminated by the sunset glow. The motorcycle sprints forward at a very fast speed, the chrome exhaust pipe and engine parts reflect the dazzling light, the wheels rotate at high speed and almost turn into a shadow, casting a long, constantly moving shadow on the road together with the rider. The whole picture is full of freedom, unrestrainedness and a magnificent sense of loneliness.",
+ "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 low-angle, dynamic tracking shot following a rider on a metallic crimson Harley-Davidson cruiser along a winding coastal tarmac road. The setting sun casts a warm, saturated golden-orange hue across the scene, creating a cinematic mood. The rider leans forward with hands gripping the handlebars; dark hair flows in the wind; a black leather jacket (unzipped) and a white T-shirt are visible. One side shows a shimmering ocean bathed in golden light, while the other side features steep crimson-clad cliffs illuminated by the sunset. The motorcycle moves at high speed, with the wheels appearing blurred and a long, moving shadow cast on the road.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent warm lighting, but there are noticeable issues that prevent a higher rating. Motion blur on the wheels is present and expected for a high-speed sequence, yet it contributes to some loss of fine detail. The rider’s silhouette remains reasonably clear, though occasional minor distortions or edge artifacts appear around the figure. The background elements (coastal road, ocean, cliffs) stay coherent, and the overall color grading supports the cinematic mood. In sum, the video presents acceptable visual quality with some imperfections that keep it from being outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a rider on a metallic crimson cruiser, a winding coastal road, and a sunset palette that yields a warm, saturated look. The rider’s forward lean, hand placement, and wind-influenced hair align with the description, and the scene conveys a sense of speed and motion. Some finer details—such as exact shade of the leather jacket or the precise dynamics of the shadow under extreme speed—are not perfectly matched, but they do not significantly detract from the overall fidelity. Overall, the alignment is solid and coherent with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the motorcycle’s proportions, the rider’s posture, and the interaction with the coastal road feel believable. There are occasional minor inconsistencies in motion cues or perspective (e.g., slight mismatches between wheel rotation speed and body lean) that prevent a higher score. The overall dynamics remain credible, with no major violations of common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.765625,
+ "TA": 3.796875,
+ "MQ": 3.03125,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, dynamic tracking shot following a rider on a metallic crimson Harley-Davidson cruiser along a winding coastal tarmac road. The setting sun casts a warm, saturated golden-orange hue across the scene, creating a cinematic mood. The rider leans forward with hands gripping the handlebars; dark hair flows in the wind; a black leather jacket (unzipped) and a white T-shirt are visible. One side shows a shimmering ocean bathed in golden light, while the other side features steep crimson-clad cliffs illuminated by the sunset. The motorcycle moves at high speed, with the wheels appearing blurred and a long, moving shadow cast on the road.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent warm lighting, but there are noticeable issues that prevent a higher rating. Motion blur on the wheels is present and expected for a high-speed sequence, yet it contributes to some loss of fine detail. The rider’s silhouette remains reasonably clear, though occasional minor distortions or edge artifacts appear around the figure. The background elements (coastal road, ocean, cliffs) stay coherent, and the overall color grading supports the cinematic mood. In sum, the video presents acceptable visual quality with some imperfections that keep it from being outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a rider on a metallic crimson cruiser, a winding coastal road, and a sunset palette that yields a warm, saturated look. The rider’s forward lean, hand placement, and wind-influenced hair align with the description, and the scene conveys a sense of speed and motion. Some finer details—such as exact shade of the leather jacket or the precise dynamics of the shadow under extreme speed—are not perfectly matched, but they do not significantly detract from the overall fidelity. Overall, the alignment is solid and coherent with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the motorcycle’s proportions, the rider’s posture, and the interaction with the coastal road feel believable. There are occasional minor inconsistencies in motion cues or perspective (e.g., slight mismatches between wheel rotation speed and body lean) that prevent a higher score. The overall dynamics remain credible, with no 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": "low-angle, dynamic tracking shot follows a rider from the side as he speeds along a winding coastal tarmac road on a metallic crimson Harley-Davidson cruiser. The setting sun, sinking below the horizon, paints the world in a warm, saturated hue of gold and orange, imbuing the image with a rich cinematic quality. The rider leans forward slightly, his hands firmly gripping the handlebars. His dark brown hair flows back in the wind, and his face wears a focused, resolute expression. He wears a classic black leather jacket, unzipped, its hems and collar flapping dramatically in the strong sea breeze. He wears a simple white T-shirt underneath. On one side of the road lies the vast, shimmering ocean, its golden sunlight dancing across the surface. On the other, steep cliffs, shimmering a deep crimson, are illuminated by the sunset glow. The motorcycle sprints forward at a very fast speed, the chrome exhaust pipe and engine parts reflect the dazzling light, the wheels rotate at high speed and almost turn into a shadow, casting a long, constantly moving shadow on the road together with the rider. The whole picture is full of freedom, unrestrainedness and a magnificent sense of loneliness.",
+ "seed": 29231,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_7/index_3185_seed_29231_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": 3.109375,
+ "video_score2_ta": 3.75,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 10.0,
+ "avg": 9.984375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, dynamic tracking shot follows a rider from the side as he speeds along a winding coastal tarmac road on a metallic crimson Harley-Davidson cruiser. The setting sun, sinking below the horizon, paints the world in a warm, saturated hue of gold and orange, imbuing the image with a rich cinematic quality. The rider leans forward slightly, his hands firmly gripping the handlebars. His dark brown hair flows back in the wind, and his face wears a focused, resolute expression. He wears a classic black leather jacket, unzipped, its hems and collar flapping dramatically in the strong sea breeze. He wears a simple white T-shirt underneath. On one side of the road lies the vast, shimmering ocean, its golden sunlight dancing across the surface. On the other, steep cliffs, shimmering a deep crimson, are illuminated by the sunset glow. The motorcycle sprints forward at a very fast speed, the chrome exhaust pipe and engine parts reflect the dazzling light, the wheels rotate at high speed and almost turn into a shadow, casting a long, constantly moving shadow on the road together with the rider. The whole picture is full of freedom, unrestrainedness and a magnificent sense of loneliness.",
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, dynamic tracking shot following a rider on a metallic crimson Harley-Davidson cruiser along a winding coastal tarmac road. The setting sun casts a warm, saturated golden-orange hue across the scene, creating a cinematic mood. The rider leans forward with hands gripping the handlebars; dark brown hair flows in the wind; a black leather jacket (unzipped) and a white T-shirt are visible. One side shows the vast shimmering ocean, the other steep crimson-cliffs illuminated by the sunset. The motorcycle moves at high speed, with chrome exhaust and engine parts reflecting light, and wheels rotating rapidly while casting a long, moving shadow.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent warm lighting, but there are noticeable softness and some motion blur that reduce sharpness, particularly during fast segments. The sequence remains coherent and stable, with no major distortions or abrupt changes, though fine details may be less crisp than ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: low-angle tracking, coastal road, sunset lighting, and the rider’s posture. The motorcycle’s color appears more silver/chrome rather than the specified metallic crimson, which is a minor deviation. Most other aspects—tracking dynamics, environment, and mood—are well represented, yielding a high level of fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the motorcycle’s movement, rider posture, and environmental interactions feel believable. However, there are subtle inconsistencies in motion cues and lighting reflections that prevent a higher score, keeping the overall realism within a reasonable range.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 3.75,
+ "MQ": 3.125,
+ "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, dynamic tracking shot following a rider on a metallic crimson Harley-Davidson cruiser along a winding coastal tarmac road. The setting sun casts a warm, saturated golden-orange hue across the scene, creating a cinematic mood. The rider leans forward with hands gripping the handlebars; dark brown hair flows in the wind; a black leather jacket (unzipped) and a white T-shirt are visible. One side shows the vast shimmering ocean, the other steep crimson-cliffs illuminated by the sunset. The motorcycle moves at high speed, with chrome exhaust and engine parts reflecting light, and wheels rotating rapidly while casting a long, moving shadow.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent warm lighting, but there are noticeable softness and some motion blur that reduce sharpness, particularly during fast segments. The sequence remains coherent and stable, with no major distortions or abrupt changes, though fine details may be less crisp than ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: low-angle tracking, coastal road, sunset lighting, and the rider’s posture. The motorcycle’s color appears more silver/chrome rather than the specified metallic crimson, which is a minor deviation. Most other aspects—tracking dynamics, environment, and mood—are well represented, yielding a high level of fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the motorcycle’s movement, rider posture, and environmental interactions feel believable. However, there are subtle inconsistencies in motion cues and lighting reflections that prevent a higher score, keeping the overall realism within a reasonable range.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, dynamic tracking shot follows a rider from the side as he speeds along a winding coastal tarmac road on a metallic crimson Harley-Davidson cruiser. The setting sun, sinking below the horizon, paints the world in a warm, saturated hue of gold and orange, imbuing the image with a rich cinematic quality. The rider leans forward slightly, his hands firmly gripping the handlebars. His dark brown hair flows back in the wind, and his face wears a focused, resolute expression. He wears a classic black leather jacket, unzipped, its hems and collar flapping dramatically in the strong sea breeze. He wears a simple white T-shirt underneath. On one side of the road lies the vast, shimmering ocean, its golden sunlight dancing across the surface. On the other, steep cliffs, shimmering a deep crimson, are illuminated by the sunset glow. The motorcycle sprints forward at a very fast speed, the chrome exhaust pipe and engine parts reflect the dazzling light, the wheels rotate at high speed and almost turn into a shadow, casting a long, constantly moving shadow on the road together with the rider. The whole picture is full of freedom, unrestrainedness and a magnificent sense of loneliness.",
+ "seed": 29232,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_7/index_3185_seed_29232_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.84375,
+ "video_score2_ta": 3.671875,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 9.5625,
+ "avg": 9.578125,
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, dynamic tracking shot follows a rider from the side as he speeds along a winding coastal tarmac road on a metallic crimson Harley-Davidson cruiser. The setting sun, sinking below the horizon, paints the world in a warm, saturated hue of gold and orange, imbuing the image with a rich cinematic quality. The rider leans forward slightly, his hands firmly gripping the handlebars. His dark brown hair flows back in the wind, and his face wears a focused, resolute expression. He wears a classic black leather jacket, unzipped, its hems and collar flapping dramatically in the strong sea breeze. He wears a simple white T-shirt underneath. On one side of the road lies the vast, shimmering ocean, its golden sunlight dancing across the surface. On the other, steep cliffs, shimmering a deep crimson, are illuminated by the sunset glow. The motorcycle sprints forward at a very fast speed, the chrome exhaust pipe and engine parts reflect the dazzling light, the wheels rotate at high speed and almost turn into a shadow, casting a long, constantly moving shadow on the road together with the rider. The whole picture is full of freedom, unrestrainedness and a magnificent sense of loneliness.",
+ "token_credit_reward": 9.5625,
+ "selected_reward": 9.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, dynamic tracking shot following a rider on a metallic crimson Harley-Davidson cruiser along a winding coastal tarmac road. The setting sun casts a warm, saturated golden-orange hue across the scene, creating a cinematic mood. The rider leans forward with hands gripping the handlebars; dark hair flows in the wind; a black leather jacket (unzipped) and a white T-shirt are visible. One side shows the ocean, the other steep crimson-cliffs bathed in sunset light. The motorcycle moves at high speed, with a long, moving shadow on the road.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent warm lighting, but there are noticeable motion blur during fast movement and some softness in fine details. The sequence remains coherent and stable, yet it does not reach high-fidelity sharpness or pristine rendering.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: low-angle tracking, side view of a rider on a red motorcycle, coastal road, sunset lighting, forward lean, wind-blown hair, dark jacket, white shirt, visible ocean and cliffs, and a long moving shadow. Some minor deviations exist in exact shade of the motorcycle and in the precise depiction of the wind effects, 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 physics: the motorcycle’s proportions, rider posture, and interaction with the road are believable. However, there are subtle inconsistencies in wind dynamics and shadow behavior 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": 2.84375,
+ "TA": 3.671875,
+ "MQ": 3.0625,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, dynamic tracking shot following a rider on a metallic crimson Harley-Davidson cruiser along a winding coastal tarmac road. The setting sun casts a warm, saturated golden-orange hue across the scene, creating a cinematic mood. The rider leans forward with hands gripping the handlebars; dark hair flows in the wind; a black leather jacket (unzipped) and a white T-shirt are visible. One side shows the ocean, the other steep crimson-cliffs bathed in sunset light. The motorcycle moves at high speed, with a long, moving shadow on the road.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent warm lighting, but there are noticeable motion blur during fast movement and some softness in fine details. The sequence remains coherent and stable, yet it does not reach high-fidelity sharpness or pristine rendering.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: low-angle tracking, side view of a rider on a red motorcycle, coastal road, sunset lighting, forward lean, wind-blown hair, dark jacket, white shirt, visible ocean and cliffs, and a long moving shadow. Some minor deviations exist in exact shade of the motorcycle and in the precise depiction of the wind effects, 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 physics: the motorcycle’s proportions, rider posture, and interaction with the road are believable. However, there are subtle inconsistencies in wind dynamics and shadow behavior 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": "low-angle, dynamic tracking shot follows a rider from the side as he speeds along a winding coastal tarmac road on a metallic crimson Harley-Davidson cruiser. The setting sun, sinking below the horizon, paints the world in a warm, saturated hue of gold and orange, imbuing the image with a rich cinematic quality. The rider leans forward slightly, his hands firmly gripping the handlebars. His dark brown hair flows back in the wind, and his face wears a focused, resolute expression. He wears a classic black leather jacket, unzipped, its hems and collar flapping dramatically in the strong sea breeze. He wears a simple white T-shirt underneath. On one side of the road lies the vast, shimmering ocean, its golden sunlight dancing across the surface. On the other, steep cliffs, shimmering a deep crimson, are illuminated by the sunset glow. The motorcycle sprints forward at a very fast speed, the chrome exhaust pipe and engine parts reflect the dazzling light, the wheels rotate at high speed and almost turn into a shadow, casting a long, constantly moving shadow on the road together with the rider. The whole picture is full of freedom, unrestrainedness and a magnificent sense of loneliness.",
+ "seed": 29233,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_7/index_3185_seed_29233_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.9375,
+ "video_score2_ta": 3.59375,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 9.625,
+ "avg": 9.640625,
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+ "question": "low-angle, dynamic tracking shot follows a rider from the side as he speeds along a winding coastal tarmac road on a metallic crimson Harley-Davidson cruiser. The setting sun, sinking below the horizon, paints the world in a warm, saturated hue of gold and orange, imbuing the image with a rich cinematic quality. The rider leans forward slightly, his hands firmly gripping the handlebars. His dark brown hair flows back in the wind, and his face wears a focused, resolute expression. He wears a classic black leather jacket, unzipped, its hems and collar flapping dramatically in the strong sea breeze. He wears a simple white T-shirt underneath. On one side of the road lies the vast, shimmering ocean, its golden sunlight dancing across the surface. On the other, steep cliffs, shimmering a deep crimson, are illuminated by the sunset glow. The motorcycle sprints forward at a very fast speed, the chrome exhaust pipe and engine parts reflect the dazzling light, the wheels rotate at high speed and almost turn into a shadow, casting a long, constantly moving shadow on the road together with the rider. The whole picture is full of freedom, unrestrainedness and a magnificent sense of loneliness.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
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+ "credit_map_shape": [
+ 3,
+ 26,
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+ ],
+ "top_frames": [
+ 2,
+ 0,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, dynamic tracking shot following a rider on a metallic crimson Harley-Davidson cruiser along a winding coastal tarmac road at sunset, with the rider leaning forward, hands gripping the handlebars, dark brown hair flowing in the wind, wearing a black leather jacket (unzipped) and white T-shirt, and a scene featuring a vast ocean on one side and steep crimson-cliffs on the other, with a very fast sprint and dramatic lighting.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the motorcycle, rider, and coastal scenery, but there are occasional soft areas and minor compression artifacts that prevent a higher-fidelity impression. The warm golden/orange lighting is present and consistent, and motion blur on wheels conveys speed without introducing major distortions. The sequence remains coherent and stable, though it does not reach high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a rider on a motorcycle, a winding coastal road, sunset lighting, forward-leaning posture, and visible hair movement. The motorcycle’s color reads as metallic silver/chrome rather than crimson, which is a minor deviation. Other aspects—dark jacket, white shirt, ocean and cliff backdrop, and dramatic lighting—are well represented. The main discrepancy is the exact motorcycle color, while the rest aligns closely with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the motorcycle maintains contact with the road, shadows move plausibly, and proportions appear reasonable. However, there are subtle inconsistencies in motion cues and environmental interactions that prevent a higher level of realism, such as slight mismatches between wheel rotation speed, forward motion, and wind effects on hair and clothing.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.9375,
+ "TA": 3.59375,
+ "MQ": 3.109375,
+ "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 low-angle, dynamic tracking shot following a rider on a metallic crimson Harley-Davidson cruiser along a winding coastal tarmac road at sunset, with the rider leaning forward, hands gripping the handlebars, dark brown hair flowing in the wind, wearing a black leather jacket (unzipped) and white T-shirt, and a scene featuring a vast ocean on one side and steep crimson-cliffs on the other, with a very fast sprint and dramatic lighting.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the motorcycle, rider, and coastal scenery, but there are occasional soft areas and minor compression artifacts that prevent a higher-fidelity impression. The warm golden/orange lighting is present and consistent, and motion blur on wheels conveys speed without introducing major distortions. The sequence remains coherent and stable, though it does not reach high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a rider on a motorcycle, a winding coastal road, sunset lighting, forward-leaning posture, and visible hair movement. The motorcycle’s color reads as metallic silver/chrome rather than crimson, which is a minor deviation. Other aspects—dark jacket, white shirt, ocean and cliff backdrop, and dramatic lighting—are well represented. The main discrepancy is the exact motorcycle color, while the rest aligns closely with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the motorcycle maintains contact with the road, shadows move plausibly, and proportions appear reasonable. However, there are subtle inconsistencies in motion cues and environmental interactions that prevent a higher level of realism, such as slight mismatches between wheel rotation speed, forward motion, and wind effects on hair and clothing.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_8/index_tensor([2303, 2303])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_8/index_tensor([2303, 2303])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..173157758fb8ecd2422a832e3a94448b7ec9e7c4
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_8/index_tensor([2303, 2303])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, first-person camera gazes directly at a crisp white cotton dress shirt, hanging on a dark, polished wooden hanger in a dimly lit walk-in closet. Initially, the fabric hangs with a natural, soft drape, its fine grain and subtle creases catching the warm, focused light from a single overhead bulb. The scene becomes surreal as the shirt begins to unnaturally congeal, the transformation beginning at the collar and inexorably spreading downward. The pliable fabric stiffens noticeably, its woven texture melting into a smooth, lustrous surface. The shirt's soft folds and gentle curves lock into place, solidifying into sharp, immobile, angular facets. The process culminates in the entire garment transforming into a fragile, glassy state, a fragile sculpture that now refracts the overhead light with cold, sharp glints, creating a mesmerizing and deeply unsettling atmosphere of quiet, impossible change.",
+ "seed": 27462,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_8/index_2303_seed_27462_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": 3.046875,
+ "video_score2_ta": 2.53125,
+ "video_score2_mq": 2.859375,
+ "video_score2_overall": 8.4375,
+ "avg": 8.4375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, first-person camera gazes directly at a crisp white cotton dress shirt, hanging on a dark, polished wooden hanger in a dimly lit walk-in closet. Initially, the fabric hangs with a natural, soft drape, its fine grain and subtle creases catching the warm, focused light from a single overhead bulb. The scene becomes surreal as the shirt begins to unnaturally congeal, the transformation beginning at the collar and inexorably spreading downward. The pliable fabric stiffens noticeably, its woven texture melting into a smooth, lustrous surface. The shirt's soft folds and gentle curves lock into place, solidifying into sharp, immobile, angular facets. The process culminates in the entire garment transforming into a fragile, glassy state, a fragile sculpture that now refracts the overhead light with cold, sharp glints, creating a mesmerizing and deeply unsettling atmosphere of quiet, impossible change.",
+ "token_credit_reward": 8.4375,
+ "selected_reward": 8.4375,
+ "frame_importance": [
+ 0.3374101221561432,
+ 0.22427979111671448,
+ 0.43831005692481995
+ ],
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, first-person view of a crisp white cotton dress shirt hanging on a dark, polished wooden hanger in a dimly lit walk-in closet. The scene should show the fabric hanging with natural drape, fine grain and subtle creases catching warm light from a single overhead bulb. As the sequence progresses, the fabric should unnaturally congeal, starting at the collar and spreading downward, with the pliable fabric stiffening and melting into a smooth, lustrous surface. The final state should be a fragile, glassy sculpture that refracts overhead light with cold, sharp glints, creating a mesmerizing and unsettling atmosphere of quiet, impossible change.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and consistent lighting, but there are noticeable artifacts and some color shifts during the transformation. The shirt’s surface shows distortions and nonuniform changes in hue, and the later frames exhibit a blue/green tint that reduces realism. The motion between frames is not perfectly smooth, contributing to a sense of choppiness. In sum, the video presents a fair level of visual fidelity with identifiable issues that prevent a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a white shirt, a hanger, and a dim setting with overhead lighting, and it includes a visible transformation. However, the progression does not convincingly follow the described gradual, fabric-level congealing; the changes appear abrupt and the material behavior reads as synthetic rather than a faithful depiction of cotton fabric. The overall alignment is acceptable but not strong, reflecting a mid-range correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, but the fabric dynamics deviate from realistic material properties. The unnatural color shifts and rapid surface changes undermine the perception of authentic fabric behavior, though the overall scene remains coherent and free of major logical 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": {
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+ "MQ": 3
+ },
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+ "MQ": 2.859375,
+ "Overall": 8.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, first-person view of a crisp white cotton dress shirt hanging on a dark, polished wooden hanger in a dimly lit walk-in closet. The scene should show the fabric hanging with natural drape, fine grain and subtle creases catching warm light from a single overhead bulb. As the sequence progresses, the fabric should unnaturally congeal, starting at the collar and spreading downward, with the pliable fabric stiffening and melting into a smooth, lustrous surface. The final state should be a fragile, glassy sculpture that refracts overhead light with cold, sharp glints, creating a mesmerizing and unsettling atmosphere of quiet, impossible change.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and consistent lighting, but there are noticeable artifacts and some color shifts during the transformation. The shirt’s surface shows distortions and nonuniform changes in hue, and the later frames exhibit a blue/green tint that reduces realism. The motion between frames is not perfectly smooth, contributing to a sense of choppiness. In sum, the video presents a fair level of visual fidelity with identifiable issues that prevent a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a white shirt, a hanger, and a dim setting with overhead lighting, and it includes a visible transformation. However, the progression does not convincingly follow the described gradual, fabric-level congealing; the changes appear abrupt and the material behavior reads as synthetic rather than a faithful depiction of cotton fabric. The overall alignment is acceptable but not strong, reflecting a mid-range correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, but the fabric dynamics deviate from realistic material properties. The unnatural color shifts and rapid surface changes undermine the perception of authentic fabric behavior, though the overall scene remains coherent and free of major logical contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, first-person camera gazes directly at a crisp white cotton dress shirt, hanging on a dark, polished wooden hanger in a dimly lit walk-in closet. Initially, the fabric hangs with a natural, soft drape, its fine grain and subtle creases catching the warm, focused light from a single overhead bulb. The scene becomes surreal as the shirt begins to unnaturally congeal, the transformation beginning at the collar and inexorably spreading downward. The pliable fabric stiffens noticeably, its woven texture melting into a smooth, lustrous surface. The shirt's soft folds and gentle curves lock into place, solidifying into sharp, immobile, angular facets. The process culminates in the entire garment transforming into a fragile, glassy state, a fragile sculpture that now refracts the overhead light with cold, sharp glints, creating a mesmerizing and deeply unsettling atmosphere of quiet, impossible change.",
+ "seed": 27463,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_8/index_2303_seed_27463_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.828125,
+ "video_score2_ta": 2.296875,
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+ "video_score2_overall": 7.9375,
+ "avg": 7.953125,
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+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, first-person camera gazes directly at a crisp white cotton dress shirt, hanging on a dark, polished wooden hanger in a dimly lit walk-in closet. Initially, the fabric hangs with a natural, soft drape, its fine grain and subtle creases catching the warm, focused light from a single overhead bulb. The scene becomes surreal as the shirt begins to unnaturally congeal, the transformation beginning at the collar and inexorably spreading downward. The pliable fabric stiffens noticeably, its woven texture melting into a smooth, lustrous surface. The shirt's soft folds and gentle curves lock into place, solidifying into sharp, immobile, angular facets. The process culminates in the entire garment transforming into a fragile, glassy state, a fragile sculpture that now refracts the overhead light with cold, sharp glints, creating a mesmerizing and deeply unsettling atmosphere of quiet, impossible change.",
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, first-person view of a crisp white cotton dress shirt hanging on a dark, polished wooden hanger in a dimly lit walk-in closet. The scene should show the fabric hanging naturally, then undergo an unnatural congealment where the fabric stiffens and transforms into a smooth, glassy state that reflects overhead light with cold glints, creating a mesmerizing and unsettling atmosphere of quiet, impossible change.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. In particular, the dramatic blue/teal color shift in the later frames reads as an artifact rather than a deliberate stylistic choice, and some lighting inconsistencies reduce coherence. The sequence remains readable and the subject is identifiable throughout, but the color mutation and uneven lighting detract from overall polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several core elements such as a white shirt, a hanger, and a dim setting, and the shirt appears to hang and move to some extent. However, key aspects of the prompt are not convincingly realized: the transformation into a glassy, immobile state is not clearly demonstrated, and the final product does not convincingly exhibit the described solidification or reflective properties. The color mutation further disrupts fidelity to the intended narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The shirt’s movement and drape feel plausible in isolation, but the abrupt color shift and the implied material transition challenge basic physical expectations. The scene maintains a coherent setup, yet the unusual metamorphosis undermines common-sense realism without presenting a wholly implausible scenario.\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": 2.828125,
+ "TA": 2.296875,
+ "MQ": 2.828125,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, first-person view of a crisp white cotton dress shirt hanging on a dark, polished wooden hanger in a dimly lit walk-in closet. The scene should show the fabric hanging naturally, then undergo an unnatural congealment where the fabric stiffens and transforms into a smooth, glassy state that reflects overhead light with cold glints, creating a mesmerizing and unsettling atmosphere of quiet, impossible change.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. In particular, the dramatic blue/teal color shift in the later frames reads as an artifact rather than a deliberate stylistic choice, and some lighting inconsistencies reduce coherence. The sequence remains readable and the subject is identifiable throughout, but the color mutation and uneven lighting detract from overall polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several core elements such as a white shirt, a hanger, and a dim setting, and the shirt appears to hang and move to some extent. However, key aspects of the prompt are not convincingly realized: the transformation into a glassy, immobile state is not clearly demonstrated, and the final product does not convincingly exhibit the described solidification or reflective properties. The color mutation further disrupts fidelity to the intended narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The shirt’s movement and drape feel plausible in isolation, but the abrupt color shift and the implied material transition challenge basic physical expectations. The scene maintains a coherent setup, yet the unusual metamorphosis undermines common-sense realism without presenting a wholly implausible scenario.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a static, first-person view of a crisp white cotton dress shirt hanging on a dark, polished wooden hanger in a dimly lit walk-in closet. The scene should show the fabric hanging naturally, then undergo an unnatural congealment where the fabric becomes rigid and glass-like, with light reflecting off it in a way that creates a mesmerizing, unsettling transformation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and consistent lighting, but there are noticeable issues that prevent a higher rating. In particular, there is some motion blur during the transformation sequence and occasional frame-to-frame inconsistencies in the shirt's shape. The final frames exhibit a glossy, glass-like finish that reads as stylized rather than strictly realistic, which slightly reduces perceived realism while preserving legibility of details.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a static, first-person perspective; a white dress shirt hanging on a dark wooden hanger; a dimly lit closet ambience; and a clear progression from natural fabric to a rigid, glass-like state. The core elements—perspective, setting, and transformation—are well captured. Minor deviations include the glossier, more uniform glass appearance and the somewhat exaggerated timing of the congealment, but these do not substantially detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The initial drape and subsequent rigid, glass-like behavior align with the intended concept, and the lighting remains coherent throughout. However, the transition relies on a non-physical, uniformly glossy surface and a very rapid, near-complete transformation, which introduces mild inconsistencies with real-world fabric dynamics. Overall, the sequence communicates the intended metamorphosis while maintaining plausible visuals.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.90625,
+ "TA": 2.453125,
+ "MQ": 2.78125,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a static, first-person view of a crisp white cotton dress shirt hanging on a dark, polished wooden hanger in a dimly lit walk-in closet. The scene should show the fabric hanging naturally, then undergo an unnatural congealment where the fabric becomes rigid and glass-like, with light reflecting off it in a way that creates a mesmerizing, unsettling transformation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and consistent lighting, but there are noticeable issues that prevent a higher rating. In particular, there is some motion blur during the transformation sequence and occasional frame-to-frame inconsistencies in the shirt's shape. The final frames exhibit a glossy, glass-like finish that reads as stylized rather than strictly realistic, which slightly reduces perceived realism while preserving legibility of details.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a static, first-person perspective; a white dress shirt hanging on a dark wooden hanger; a dimly lit closet ambience; and a clear progression from natural fabric to a rigid, glass-like state. The core elements—perspective, setting, and transformation—are well captured. Minor deviations include the glossier, more uniform glass appearance and the somewhat exaggerated timing of the congealment, but these do not substantially detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The initial drape and subsequent rigid, glass-like behavior align with the intended concept, and the lighting remains coherent throughout. However, the transition relies on a non-physical, uniformly glossy surface and a very rapid, near-complete transformation, which introduces mild inconsistencies with real-world fabric dynamics. Overall, the sequence communicates the intended metamorphosis while maintaining plausible visuals.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, first-person camera gazes directly at a crisp white cotton dress shirt, hanging on a dark, polished wooden hanger in a dimly lit walk-in closet. Initially, the fabric hangs with a natural, soft drape, its fine grain and subtle creases catching the warm, focused light from a single overhead bulb. The scene becomes surreal as the shirt begins to unnaturally congeal, the transformation beginning at the collar and inexorably spreading downward. The pliable fabric stiffens noticeably, its woven texture melting into a smooth, lustrous surface. The shirt's soft folds and gentle curves lock into place, solidifying into sharp, immobile, angular facets. The process culminates in the entire garment transforming into a fragile, glassy state, a fragile sculpture that now refracts the overhead light with cold, sharp glints, creating a mesmerizing and deeply unsettling atmosphere of quiet, impossible change.",
+ "seed": 27465,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_8/index_2303_seed_27465_dp_17_rank_34_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.90625,
+ "video_score2_ta": 2.9375,
+ "video_score2_mq": 2.875,
+ "video_score2_overall": 8.75,
+ "avg": 8.71875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, first-person camera gazes directly at a crisp white cotton dress shirt, hanging on a dark, polished wooden hanger in a dimly lit walk-in closet. Initially, the fabric hangs with a natural, soft drape, its fine grain and subtle creases catching the warm, focused light from a single overhead bulb. The scene becomes surreal as the shirt begins to unnaturally congeal, the transformation beginning at the collar and inexorably spreading downward. The pliable fabric stiffens noticeably, its woven texture melting into a smooth, lustrous surface. The shirt's soft folds and gentle curves lock into place, solidifying into sharp, immobile, angular facets. The process culminates in the entire garment transforming into a fragile, glassy state, a fragile sculpture that now refracts the overhead light with cold, sharp glints, creating a mesmerizing and deeply unsettling atmosphere of quiet, impossible change.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, first-person view of a crisp white cotton dress shirt hanging on a dark, polished wooden hanger in a dimly lit walk-in closet. The scene features warm lighting from a single overhead bulb, with the fabric initially hanging naturally and then undergoing a surreal transformation where it congeals, loses its fabric properties, and becomes a smooth, glass-like surface with sharp edges. The final state is described as a fragile, glassy sculpture that refracts overhead light and conveys a sense of quiet, impossible change.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear depiction of the shirt and hanger, with warm, atmospheric lighting consistent with the prompt. However, there are noticeable artifacts during the transformation sequence, including digital-like distortions around the shirt and some frame-to-frame instability. These issues prevent a higher rating, though the scene remains legible and coherent overall.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a static, first-person view; a crisp white shirt; a dark, polished wooden hanger; a dimly lit closet with warm overhead lighting; and the progression from fabric to a glass-like, crystalline state. The sequence conveys the intended metamorphosis and atmosphere well, with only minor deviations in timing or emphasis that do not significantly detract from fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The initial hanging posture and the general progression are plausible, but the transformation introduces non-physical, digital-like artifacts that disrupt realistic fabric behavior. The transition from fabric to glass and the resulting light interactions are visually striking but do not fully adhere to real-world physics, resulting in a balanced overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.90625,
+ "TA": 2.9375,
+ "MQ": 2.875,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, first-person view of a crisp white cotton dress shirt hanging on a dark, polished wooden hanger in a dimly lit walk-in closet. The scene features warm lighting from a single overhead bulb, with the fabric initially hanging naturally and then undergoing a surreal transformation where it congeals, loses its fabric properties, and becomes a smooth, glass-like surface with sharp edges. The final state is described as a fragile, glassy sculpture that refracts overhead light and conveys a sense of quiet, impossible change.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear depiction of the shirt and hanger, with warm, atmospheric lighting consistent with the prompt. However, there are noticeable artifacts during the transformation sequence, including digital-like distortions around the shirt and some frame-to-frame instability. These issues prevent a higher rating, though the scene remains legible and coherent overall.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a static, first-person view; a crisp white shirt; a dark, polished wooden hanger; a dimly lit closet with warm overhead lighting; and the progression from fabric to a glass-like, crystalline state. The sequence conveys the intended metamorphosis and atmosphere well, with only minor deviations in timing or emphasis that do not significantly detract from fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The initial hanging posture and the general progression are plausible, but the transformation introduces non-physical, digital-like artifacts that disrupt realistic fabric behavior. The transition from fabric to glass and the resulting light interactions are visually striking but do not fully adhere to real-world physics, resulting in a balanced 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-window3/rl_samples/0000093/group_9/index_tensor([5499, 5499])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_9/index_tensor([5499, 5499])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..0bf45025a57db945e599c08911da4155930722be
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_9/index_tensor([5499, 5499])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 23567,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_9/index_5499_seed_23567_dp_18_rank_36_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "group_idx": 9,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.625,
+ "video_score2_ta": 3.984375,
+ "video_score2_mq": 4.125,
+ "video_score2_overall": 11.75,
+ "avg": 11.734375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "From a fixed, high-angle camera, the first rays of golden morning sunlight stream down from a low angle, illuminating the vast expanse of rice paddies. Tender green rice seedlings stand neatly in the flooded fields, the mirror-like surface of the water reflecting the warm orange-red sky. A thin layer of water vapor slowly rises from between the roots of the rice seedlings and the surface of the water, gathering into a wispy, translucent white mist that gently hovers above the paddy fields. As sunlight penetrates this mist, the light becomes soft and layered, giving the mist a subtle golden glow. Meanwhile, dewdrops condensed on the tips of the rice seedlings' emerald leaves reflect the radiance like diamonds. The entire scene exudes a profound tranquility and poetry, its primary color palette a vibrant green and warm gold creating a peaceful atmosphere imbued with vitality and hope.",
+ "token_credit_reward": 11.75,
+ "selected_reward": 11.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a fixed, high-angle view of golden morning sunlight streaming over expansive rice paddies, with tender green seedlings in flooded fields, a mirror-like water surface reflecting the warm sky, and wispy white mist rising from between the roots and the water surface. Sunlight penetrating the mist creates a soft, layered glow, while dewdrops on the seedlings' leaves are depicted as reflecting the radiance like diamonds. The scene aims for a tranquil, poetic mood with a vibrant green and warm gold palette.\n\nVisual Quality Assessment:\nOverall, the visuals are solid and coherent. The resolution is adequate, and the imagery remains clear enough to distinguish the paddies, seedlings, and atmospheric elements. There is some mild softness or slight blur in parts of the frame, but no major distortions or artifacts. The sequence appears stable with consistent lighting and minimal motion, which supports a calm, steady presentation. The color grading yields a warm, golden-orange cast that aligns with the prompt's mood, though it does not push into extreme saturation. In sum, Visual Quality is good and consistent, with minor softness preventing a perfect top score.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the core elements of the prompt: a fixed, high-angle perspective; visible golden light streaming down; a broad expanse of paddies with seedlings in rows; a water surface that mirrors the sky; and wispy mist rising from the water. The mist and light interactions contribute to a tranquil atmosphere. However, certain details—such as explicit dewdrops on individual leaves—are not clearly rendered, and a few atmospheric nuances are understated. Overall, alignment is strong and coherent, capturing the essential components, but not every granular detail. This corresponds to a high-but-not-perfect alignment score.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: sunlight interacting with mist, reflections on the water, and the general dynamics of a sunrise over wetlands. The composition maintains spatial coherence, with depth cues and lighting relationships that feel authentic. While there may be minor stylizations or simplifications, they do not undermine overall realism. The result is a convincing, physically consistent depiction that aligns well with common-sense expectations.\n\nGround-truth scores (for reference): 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": 3.625,
+ "TA": 3.984375,
+ "MQ": 4.125,
+ "Overall": 11.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a fixed, high-angle view of golden morning sunlight streaming over expansive rice paddies, with tender green seedlings in flooded fields, a mirror-like water surface reflecting the warm sky, and wispy white mist rising from between the roots and the water surface. Sunlight penetrating the mist creates a soft, layered glow, while dewdrops on the seedlings' leaves are depicted as reflecting the radiance like diamonds. The scene aims for a tranquil, poetic mood with a vibrant green and warm gold palette.\n\nVisual Quality Assessment:\nOverall, the visuals are solid and coherent. The resolution is adequate, and the imagery remains clear enough to distinguish the paddies, seedlings, and atmospheric elements. There is some mild softness or slight blur in parts of the frame, but no major distortions or artifacts. The sequence appears stable with consistent lighting and minimal motion, which supports a calm, steady presentation. The color grading yields a warm, golden-orange cast that aligns with the prompt's mood, though it does not push into extreme saturation. In sum, Visual Quality is good and consistent, with minor softness preventing a perfect top score.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the core elements of the prompt: a fixed, high-angle perspective; visible golden light streaming down; a broad expanse of paddies with seedlings in rows; a water surface that mirrors the sky; and wispy mist rising from the water. The mist and light interactions contribute to a tranquil atmosphere. However, certain details—such as explicit dewdrops on individual leaves—are not clearly rendered, and a few atmospheric nuances are understated. Overall, alignment is strong and coherent, capturing the essential components, but not every granular detail. This corresponds to a high-but-not-perfect alignment score.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: sunlight interacting with mist, reflections on the water, and the general dynamics of a sunrise over wetlands. The composition maintains spatial coherence, with depth cues and lighting relationships that feel authentic. While there may be minor stylizations or simplifications, they do not undermine overall realism. The result is a convincing, physically consistent depiction that aligns well with common-sense expectations.\n\nGround-truth scores (for reference): Visual Quality 4, Text-to-Video Alignment 4, Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "From a fixed, high-angle camera, the first rays of golden morning sunlight stream down from a low angle, illuminating the vast expanse of rice paddies. Tender green rice seedlings stand neatly in the flooded fields, the mirror-like surface of the water reflecting the warm orange-red sky. A thin layer of water vapor slowly rises from between the roots of the rice seedlings and the surface of the water, gathering into a wispy, translucent white mist that gently hovers above the paddy fields. As sunlight penetrates this mist, the light becomes soft and layered, giving the mist a subtle golden glow. Meanwhile, dewdrops condensed on the tips of the rice seedlings' emerald leaves reflect the radiance like diamonds. The entire scene exudes a profound tranquility and poetry, its primary color palette a vibrant green and warm gold creating a peaceful atmosphere imbued with vitality and hope.",
+ "seed": 23568,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_9/index_5499_seed_23568_dp_18_rank_36_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.375,
+ "video_score2_ta": 3.34375,
+ "video_score2_mq": 3.734375,
+ "video_score2_overall": 10.4375,
+ "avg": 10.453125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "From a fixed, high-angle camera, the first rays of golden morning sunlight stream down from a low angle, illuminating the vast expanse of rice paddies. Tender green rice seedlings stand neatly in the flooded fields, the mirror-like surface of the water reflecting the warm orange-red sky. A thin layer of water vapor slowly rises from between the roots of the rice seedlings and the surface of the water, gathering into a wispy, translucent white mist that gently hovers above the paddy fields. As sunlight penetrates this mist, the light becomes soft and layered, giving the mist a subtle golden glow. Meanwhile, dewdrops condensed on the tips of the rice seedlings' emerald leaves reflect the radiance like diamonds. The entire scene exudes a profound tranquility and poetry, its primary color palette a vibrant green and warm gold creating a peaceful atmosphere imbued with vitality and hope.",
+ "token_credit_reward": 10.4375,
+ "selected_reward": 10.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a fixed, high-angle view of golden morning sunlight streaming over expansive rice paddies, with tender green seedlings standing in flooded fields, a mirror-like water surface reflecting the warm sky, and a wispy white mist rising from between the roots and the water surface. Sunlight penetrating the mist creates a soft, layered glow, while dewdrops on the seedling leaves reflect the radiance like diamonds. The scene aims for a tranquil, poetic mood with a vibrant green and warm gold palette.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The resolution is adequate but not high, and there is a noticeable softness that reduces fine detail. The warm golden lighting is consistent across frames, contributing to a cohesive look. The imagery remains stable with no obvious distortions or artifacts, and the composition stays coherent throughout. While the scene conveys the intended atmosphere, the lack of sharpness and fine texture keeps the quality at a middle tier rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the core elements of the prompt. The fixed, high-angle perspective is evident; the golden morning light is present and consistent; the rice paddies and seedlings appear in the scene; the water surface reflects the warm sky; and a misty atmosphere is visible. The mist appears as wispy, translucent white vapor rising from the water, and the light filtering through the mist yields a soft, layered glow. Dewdrops on the leaves are not clearly resolved due to the softness, but their implied presence fits the description. Overall, the alignment is strong, capturing the essential features of the prompt with only minor deviations in leaf-level detail.\n\nPhysical Consistency (Common-sense):\nThe scene adheres to plausible physical behavior: water reflections, mist dynamics, and the interaction of light with the atmosphere follow expected patterns. There are no obvious violations of common-sense physics, and the overall scene maintains believable environmental dynamics. The softness does not introduce any contradictory elements, so physical consistency remains solid.\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,
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+ },
+ "soft_scores": {
+ "VQ": 3.375,
+ "TA": 3.34375,
+ "MQ": 3.734375,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a fixed, high-angle view of golden morning sunlight streaming over expansive rice paddies, with tender green seedlings standing in flooded fields, a mirror-like water surface reflecting the warm sky, and a wispy white mist rising from between the roots and the water surface. Sunlight penetrating the mist creates a soft, layered glow, while dewdrops on the seedling leaves reflect the radiance like diamonds. The scene aims for a tranquil, poetic mood with a vibrant green and warm gold palette.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The resolution is adequate but not high, and there is a noticeable softness that reduces fine detail. The warm golden lighting is consistent across frames, contributing to a cohesive look. The imagery remains stable with no obvious distortions or artifacts, and the composition stays coherent throughout. While the scene conveys the intended atmosphere, the lack of sharpness and fine texture keeps the quality at a middle tier rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the core elements of the prompt. The fixed, high-angle perspective is evident; the golden morning light is present and consistent; the rice paddies and seedlings appear in the scene; the water surface reflects the warm sky; and a misty atmosphere is visible. The mist appears as wispy, translucent white vapor rising from the water, and the light filtering through the mist yields a soft, layered glow. Dewdrops on the leaves are not clearly resolved due to the softness, but their implied presence fits the description. Overall, the alignment is strong, capturing the essential features of the prompt with only minor deviations in leaf-level detail.\n\nPhysical Consistency (Common-sense):\nThe scene adheres to plausible physical behavior: water reflections, mist dynamics, and the interaction of light with the atmosphere follow expected patterns. There are no obvious violations of common-sense physics, and the overall scene maintains believable environmental dynamics. The softness does not introduce any contradictory elements, so physical consistency remains solid.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "From a fixed, high-angle camera, the first rays of golden morning sunlight stream down from a low angle, illuminating the vast expanse of rice paddies. Tender green rice seedlings stand neatly in the flooded fields, the mirror-like surface of the water reflecting the warm orange-red sky. A thin layer of water vapor slowly rises from between the roots of the rice seedlings and the surface of the water, gathering into a wispy, translucent white mist that gently hovers above the paddy fields. As sunlight penetrates this mist, the light becomes soft and layered, giving the mist a subtle golden glow. Meanwhile, dewdrops condensed on the tips of the rice seedlings' emerald leaves reflect the radiance like diamonds. The entire scene exudes a profound tranquility and poetry, its primary color palette a vibrant green and warm gold creating a peaceful atmosphere imbued with vitality and hope.",
+ "seed": 23569,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_9/index_5499_seed_23569_dp_19_rank_38_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 2.890625,
+ "video_score2_mq": 3.359375,
+ "video_score2_overall": 9.375,
+ "avg": 9.359375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "From a fixed, high-angle camera, the first rays of golden morning sunlight stream down from a low angle, illuminating the vast expanse of rice paddies. Tender green rice seedlings stand neatly in the flooded fields, the mirror-like surface of the water reflecting the warm orange-red sky. A thin layer of water vapor slowly rises from between the roots of the rice seedlings and the surface of the water, gathering into a wispy, translucent white mist that gently hovers above the paddy fields. As sunlight penetrates this mist, the light becomes soft and layered, giving the mist a subtle golden glow. Meanwhile, dewdrops condensed on the tips of the rice seedlings' emerald leaves reflect the radiance like diamonds. The entire scene exudes a profound tranquility and poetry, its primary color palette a vibrant green and warm gold creating a peaceful atmosphere imbued with vitality and hope.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a fixed, high-angle view of golden morning sunlight streaming over expansive rice paddies, with tender green seedlings, a mirror-like water surface, warm sky tones, and wispy white mist rising from the roots and water. The scene is intended to convey a tranquil, poetic mood with a vibrant green and warm gold palette.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show a landscape with warm golden/orange tones and a consistent atmospheric look. There is some softness and mild blur that reduces fine detail, but there are no obvious distortions or artifacts. The sequence remains stable with minimal camera movement, and the lighting and color grading stay coherent across frames. The result is acceptable but not sharp, aligning with a mid-range quality assessment.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a fixed high-angle perspective, warm golden lighting, expansive field views, and a misty atmosphere. However, certain specifics are underrepresented: the rice seedlings are not clearly visible, the water surface does not appear distinctly mirror-like, and dewdrops on leaves are not evident. The overall mood and color palette align with the prompt, but several descriptive details are missing or ambiguous, yielding a middle-ground alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, atmospheric depth, and spatial relationships, with no major violations of physics. Some minor inconsistencies exist, such as the absence of distinct leaf reflections and the lack of clearly defined water dynamics, which slightly temper realism but do not break overall coherence.\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": 3.109375,
+ "TA": 2.890625,
+ "MQ": 3.359375,
+ "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 fixed, high-angle view of golden morning sunlight streaming over expansive rice paddies, with tender green seedlings, a mirror-like water surface, warm sky tones, and wispy white mist rising from the roots and water. The scene is intended to convey a tranquil, poetic mood with a vibrant green and warm gold palette.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show a landscape with warm golden/orange tones and a consistent atmospheric look. There is some softness and mild blur that reduces fine detail, but there are no obvious distortions or artifacts. The sequence remains stable with minimal camera movement, and the lighting and color grading stay coherent across frames. The result is acceptable but not sharp, aligning with a mid-range quality assessment.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a fixed high-angle perspective, warm golden lighting, expansive field views, and a misty atmosphere. However, certain specifics are underrepresented: the rice seedlings are not clearly visible, the water surface does not appear distinctly mirror-like, and dewdrops on leaves are not evident. The overall mood and color palette align with the prompt, but several descriptive details are missing or ambiguous, yielding a middle-ground alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, atmospheric depth, and spatial relationships, with no major violations of physics. Some minor inconsistencies exist, such as the absence of distinct leaf reflections and the lack of clearly defined water dynamics, which slightly temper realism but do not break overall coherence.\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": "From a fixed, high-angle camera, the first rays of golden morning sunlight stream down from a low angle, illuminating the vast expanse of rice paddies. Tender green rice seedlings stand neatly in the flooded fields, the mirror-like surface of the water reflecting the warm orange-red sky. A thin layer of water vapor slowly rises from between the roots of the rice seedlings and the surface of the water, gathering into a wispy, translucent white mist that gently hovers above the paddy fields. As sunlight penetrates this mist, the light becomes soft and layered, giving the mist a subtle golden glow. Meanwhile, dewdrops condensed on the tips of the rice seedlings' emerald leaves reflect the radiance like diamonds. The entire scene exudes a profound tranquility and poetry, its primary color palette a vibrant green and warm gold creating a peaceful atmosphere imbued with vitality and hope.",
+ "seed": 23570,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000093/group_9/index_5499_seed_23570_dp_19_rank_38_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.78125,
+ "video_score2_ta": 3.109375,
+ "video_score2_mq": 3.609375,
+ "video_score2_overall": 9.5,
+ "avg": 9.5,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "From a fixed, high-angle camera, the first rays of golden morning sunlight stream down from a low angle, illuminating the vast expanse of rice paddies. Tender green rice seedlings stand neatly in the flooded fields, the mirror-like surface of the water reflecting the warm orange-red sky. A thin layer of water vapor slowly rises from between the roots of the rice seedlings and the surface of the water, gathering into a wispy, translucent white mist that gently hovers above the paddy fields. As sunlight penetrates this mist, the light becomes soft and layered, giving the mist a subtle golden glow. Meanwhile, dewdrops condensed on the tips of the rice seedlings' emerald leaves reflect the radiance like diamonds. The entire scene exudes a profound tranquility and poetry, its primary color palette a vibrant green and warm gold creating a peaceful atmosphere imbued with vitality and hope.",
+ "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 fixed, high-angle view of golden morning sunlight streaming over expansive rice paddies, with tender green seedlings standing in flooded fields, a mirror-like water surface reflecting the warm sky, and a thin layer of water vapor rising as wispy, translucent mist that catches the light. The scene is intended to convey a tranquil, poetic mood with a vibrant green and warm gold palette.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the background and water areas. There are no major distortions or artifacts, and lighting remains consistent across frames, with warm golden tones. The sequence appears stable with minimal camera shake, though the lack of sharpness reduces overall clarity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a fixed, high-angle perspective; visible golden morning light; expansive paddies; green seedlings in water; a reflective water surface; and a misty atmosphere. The mist and light interaction is present, contributing to the intended mood. Some finer details—such as explicit dewdrops on leaves—are not clearly depicted, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: water reflections behave realistically, lighting aligns with a sunrise scenario, and the mist interacts with light in a believable manner. There are minor inconsistencies in the mist dynamics and its interaction with the water surface, which slightly temper realism but do not break overall coherence.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.78125,
+ "TA": 3.109375,
+ "MQ": 3.609375,
+ "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 fixed, high-angle view of golden morning sunlight streaming over expansive rice paddies, with tender green seedlings standing in flooded fields, a mirror-like water surface reflecting the warm sky, and a thin layer of water vapor rising as wispy, translucent mist that catches the light. The scene is intended to convey a tranquil, poetic mood with a vibrant green and warm gold palette.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the background and water areas. There are no major distortions or artifacts, and lighting remains consistent across frames, with warm golden tones. The sequence appears stable with minimal camera shake, though the lack of sharpness reduces overall clarity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a fixed, high-angle perspective; visible golden morning light; expansive paddies; green seedlings in water; a reflective water surface; and a misty atmosphere. The mist and light interaction is present, contributing to the intended mood. Some finer details—such as explicit dewdrops on leaves—are not clearly depicted, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: water reflections behave realistically, lighting aligns with a sunrise scenario, and the mist interacts with light in a believable manner. There are minor inconsistencies in the mist dynamics and its interaction with the water surface, which slightly temper realism but do not break overall coherence.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_0/index_tensor([6620, 6620])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_0/index_tensor([6620, 6620])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..75ecadb4bcbe1223d1904ac2da0c2231bda031e5
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_0/index_tensor([6620, 6620])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme, eye-level, static macro shot captures a standard cardboard milk carton placed on a dark, polished granite kitchen countertop. The carton's waxy surface shows faint condensation, and a tiny, almost imperceptible hole is visible at the bottom. From this opening, a single, perfectly opaque droplet of white milk meticulously expands, its surface shimmering with the soft, directed stream of morning light from an unseen window. Driven by surface tension, the droplet breaks free in a tense moment, slowly and deliberately falling through the still air. The camera maintains sharp focus as the droplet impacts the smooth, cool surface of the counter, shattering into a delicate, crown-shaped splash in a microsecond before quickly collapsing and spreading into a small, irregular, milky puddle. The shallow depth of field blurs the background into a soft bokeh that obscures the shape of the kitchen, creating a quiet, contemplative atmosphere that isolates and elevates this minute, dramatic event.",
+ "seed": 1567,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_0/index_6620_seed_1567_dp_0_rank_0_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.265625,
+ "video_score2_ta": 1.8203125,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 7.0,
+ "avg": 6.9765625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme, eye-level, static macro shot captures a standard cardboard milk carton placed on a dark, polished granite kitchen countertop. The carton's waxy surface shows faint condensation, and a tiny, almost imperceptible hole is visible at the bottom. From this opening, a single, perfectly opaque droplet of white milk meticulously expands, its surface shimmering with the soft, directed stream of morning light from an unseen window. Driven by surface tension, the droplet breaks free in a tense moment, slowly and deliberately falling through the still air. The camera maintains sharp focus as the droplet impacts the smooth, cool surface of the counter, shattering into a delicate, crown-shaped splash in a microsecond before quickly collapsing and spreading into a small, irregular, milky puddle. The shallow depth of field blurs the background into a soft bokeh that obscures the shape of the kitchen, creating a quiet, contemplative atmosphere that isolates and elevates this minute, dramatic event.",
+ "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 to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme, eye-level, static macro shot capturing a standard cardboard milk carton on a dark, polished granite kitchen countertop. The carton's waxy surface shows faint condensation, and a tiny, almost imperceptible hole at the bottom opens to a single, perfectly opaque droplet of white milk that expands with a soft, directed stream of morning light from an unseen window. Surface tension drives the droplet to break free, fall through the air, and impact the smooth, cool counter, shattering into a delicate crown-shaped splash in a microsecond before collapsing into a small, irregular, milky puddle. The shallow depth of field blurs the background into a soft bokeh that obscures the kitchen shape, creating a quiet, contemplative atmosphere that isolates and elevates this minute, dramatic event.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate quality. Frame 1 presents the carton with some blur; Frames 2–3 show the droplet on the counter with decent detail but not high sharpness. Overall, there is noticeable blur and limited fine detail, and while lighting remains warm and consistent, it does not compensate for the lack of crispness. The sequence conveys the intended macro aesthetic, but the overall visual fidelity is only average rather than high.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt (extreme close-up, eye-level perspective, presence of a droplet on a dark counter, and a shallow depth of field). However, key aspects such as the waxiness of the carton, the precise opening dynamics, and the full progression from opening to splash are not clearly demonstrated. The alignment is partial: the scene aligns with the general idea but misses important details and the complete action sequence.\n\nPhysical/Common-sense Consistency:\nThe observed motion appears plausible at a basic level, with gravity guiding the droplet and a smooth descent. Yet the dynamics are simplified and do not fully reflect real-world fluid behavior or surface interactions. The sequence lacks nuanced cues like condensation dynamics and the intricate breakup pattern typical of such events, resulting in a moderate level of physical realism.\n\nOverall assessment:\nThe video demonstrates a reasonable attempt to render the described scenario, but with notable gaps in fidelity and detail. The three dimensions show mid-range performance: Visual Quality, Text-to-Video Alignment, and Physical/Common-sense Consistency each sit around a middle score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.265625,
+ "TA": 1.8203125,
+ "MQ": 2.890625,
+ "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 an extreme, eye-level, static macro shot capturing a standard cardboard milk carton on a dark, polished granite kitchen countertop. The carton's waxy surface shows faint condensation, and a tiny, almost imperceptible hole at the bottom opens to a single, perfectly opaque droplet of white milk that expands with a soft, directed stream of morning light from an unseen window. Surface tension drives the droplet to break free, fall through the air, and impact the smooth, cool counter, shattering into a delicate crown-shaped splash in a microsecond before collapsing into a small, irregular, milky puddle. The shallow depth of field blurs the background into a soft bokeh that obscures the kitchen shape, creating a quiet, contemplative atmosphere that isolates and elevates this minute, dramatic event.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate quality. Frame 1 presents the carton with some blur; Frames 2–3 show the droplet on the counter with decent detail but not high sharpness. Overall, there is noticeable blur and limited fine detail, and while lighting remains warm and consistent, it does not compensate for the lack of crispness. The sequence conveys the intended macro aesthetic, but the overall visual fidelity is only average rather than high.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt (extreme close-up, eye-level perspective, presence of a droplet on a dark counter, and a shallow depth of field). However, key aspects such as the waxiness of the carton, the precise opening dynamics, and the full progression from opening to splash are not clearly demonstrated. The alignment is partial: the scene aligns with the general idea but misses important details and the complete action sequence.\n\nPhysical/Common-sense Consistency:\nThe observed motion appears plausible at a basic level, with gravity guiding the droplet and a smooth descent. Yet the dynamics are simplified and do not fully reflect real-world fluid behavior or surface interactions. The sequence lacks nuanced cues like condensation dynamics and the intricate breakup pattern typical of such events, resulting in a moderate level of physical realism.\n\nOverall assessment:\nThe video demonstrates a reasonable attempt to render the described scenario, but with notable gaps in fidelity and detail. The three dimensions show mid-range performance: Visual Quality, Text-to-Video Alignment, and Physical/Common-sense Consistency each sit around a middle score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme, eye-level, static macro shot captures a standard cardboard milk carton placed on a dark, polished granite kitchen countertop. The carton's waxy surface shows faint condensation, and a tiny, almost imperceptible hole is visible at the bottom. From this opening, a single, perfectly opaque droplet of white milk meticulously expands, its surface shimmering with the soft, directed stream of morning light from an unseen window. Driven by surface tension, the droplet breaks free in a tense moment, slowly and deliberately falling through the still air. The camera maintains sharp focus as the droplet impacts the smooth, cool surface of the counter, shattering into a delicate, crown-shaped splash in a microsecond before quickly collapsing and spreading into a small, irregular, milky puddle. The shallow depth of field blurs the background into a soft bokeh that obscures the shape of the kitchen, creating a quiet, contemplative atmosphere that isolates and elevates this minute, dramatic event.",
+ "seed": 1568,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_0/index_6620_seed_1568_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.28125,
+ "video_score2_ta": 2.0625,
+ "video_score2_mq": 2.640625,
+ "video_score2_overall": 8.0,
+ "avg": 7.984375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme, eye-level, static macro shot captures a standard cardboard milk carton placed on a dark, polished granite kitchen countertop. The carton's waxy surface shows faint condensation, and a tiny, almost imperceptible hole is visible at the bottom. From this opening, a single, perfectly opaque droplet of white milk meticulously expands, its surface shimmering with the soft, directed stream of morning light from an unseen window. Driven by surface tension, the droplet breaks free in a tense moment, slowly and deliberately falling through the still air. The camera maintains sharp focus as the droplet impacts the smooth, cool surface of the counter, shattering into a delicate, crown-shaped splash in a microsecond before quickly collapsing and spreading into a small, irregular, milky puddle. The shallow depth of field blurs the background into a soft bokeh that obscures the shape of the kitchen, creating a quiet, contemplative atmosphere that isolates and elevates this minute, dramatic event.",
+ "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 an extreme, eye-level, static macro shot of a standard cardboard milk carton on a dark, polished granite kitchen countertop, with a waxy surface showing faint condensation and a tiny hole at the bottom from which a single, perfectly opaque droplet of white milk expands, driven by surface tension, breaking free and falling through the air before impacting the counter and spreading into a small, irregular, milky puddle, all captured with shallow depth of field and soft background bokeh.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the carton and counter, with warm, consistent lighting and a convincing depth-of-field effect. However, there are minor issues: occasional slight softness or compression artifacts, and the milk texture/flow appears somewhat artificial rather than fully natural. These factors prevent a higher rating, though the scene remains coherent and visually acceptable.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While some elements align (eye-level perspective, macro framing, presence of a carton on a dark granite counter, shallow depth of field), key aspects of the described sequence are not convincingly realized: the carton’s waxy surface with faint condensation is not clearly depicted, the tiny hole at the bottom is not clearly visible, and the expansion and subsequent fall of a single droplet are not convincingly portrayed. The overall narrative progression described in the prompt is not faithfully captured, resulting in only partial alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, shadows, and object placement, but the milk dynamics do not fully adhere to real-world physics: the flow and pooling appear somewhat staged, and the interaction between the droplet and the counter lacks fully convincing fluid dynamics. No major physical violations are evident, but the depiction does not reach high realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 2.640625,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme, eye-level, static macro shot of a standard cardboard milk carton on a dark, polished granite kitchen countertop, with a waxy surface showing faint condensation and a tiny hole at the bottom from which a single, perfectly opaque droplet of white milk expands, driven by surface tension, breaking free and falling through the air before impacting the counter and spreading into a small, irregular, milky puddle, all captured with shallow depth of field and soft background bokeh.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the carton and counter, with warm, consistent lighting and a convincing depth-of-field effect. However, there are minor issues: occasional slight softness or compression artifacts, and the milk texture/flow appears somewhat artificial rather than fully natural. These factors prevent a higher rating, though the scene remains coherent and visually acceptable.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While some elements align (eye-level perspective, macro framing, presence of a carton on a dark granite counter, shallow depth of field), key aspects of the described sequence are not convincingly realized: the carton’s waxy surface with faint condensation is not clearly depicted, the tiny hole at the bottom is not clearly visible, and the expansion and subsequent fall of a single droplet are not convincingly portrayed. The overall narrative progression described in the prompt is not faithfully captured, resulting in only partial alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, shadows, and object placement, but the milk dynamics do not fully adhere to real-world physics: the flow and pooling appear somewhat staged, and the interaction between the droplet and the counter lacks fully convincing fluid dynamics. No major physical violations are evident, but the depiction does not reach high realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme, eye-level, static macro shot captures a standard cardboard milk carton placed on a dark, polished granite kitchen countertop. The carton's waxy surface shows faint condensation, and a tiny, almost imperceptible hole is visible at the bottom. From this opening, a single, perfectly opaque droplet of white milk meticulously expands, its surface shimmering with the soft, directed stream of morning light from an unseen window. Driven by surface tension, the droplet breaks free in a tense moment, slowly and deliberately falling through the still air. The camera maintains sharp focus as the droplet impacts the smooth, cool surface of the counter, shattering into a delicate, crown-shaped splash in a microsecond before quickly collapsing and spreading into a small, irregular, milky puddle. The shallow depth of field blurs the background into a soft bokeh that obscures the shape of the kitchen, creating a quiet, contemplative atmosphere that isolates and elevates this minute, dramatic event.",
+ "seed": 1569,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_0/index_6620_seed_1569_dp_1_rank_2_sample_2_slot_0.mp4",
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+ "video_score2_ta": 2.125,
+ "video_score2_mq": 2.625,
+ "video_score2_overall": 7.25,
+ "avg": 7.25,
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+ "question": "An extreme, eye-level, static macro shot captures a standard cardboard milk carton placed on a dark, polished granite kitchen countertop. The carton's waxy surface shows faint condensation, and a tiny, almost imperceptible hole is visible at the bottom. From this opening, a single, perfectly opaque droplet of white milk meticulously expands, its surface shimmering with the soft, directed stream of morning light from an unseen window. Driven by surface tension, the droplet breaks free in a tense moment, slowly and deliberately falling through the still air. The camera maintains sharp focus as the droplet impacts the smooth, cool surface of the counter, shattering into a delicate, crown-shaped splash in a microsecond before quickly collapsing and spreading into a small, irregular, milky puddle. The shallow depth of field blurs the background into a soft bokeh that obscures the shape of the kitchen, creating a quiet, contemplative atmosphere that isolates and elevates this minute, dramatic event.",
+ "token_credit_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 an extreme, eye-level, static macro shot capturing a standard cardboard milk carton on a dark, polished granite kitchen countertop. The carton's waxy surface shows faint condensation, and a tiny, almost imperceptible hole at the bottom opens to a single, perfectly opaque droplet of white milk that expands with a soft, directed stream of morning light from an unseen window. Surface tension drives the droplet to break free, fall through the air, and impact the smooth, cool counter, shattering into a delicate crown-shaped splash in a microsecond before collapsing into a small, irregular, milky puddle. The shallow depth of field blurs the background into a soft bokeh that obscures the kitchen shape, creating a quiet, contemplative atmosphere that isolates and elevates this minute, dramatic event.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the carton and counter, but there are noticeable motion blur during the milk movement and some instability in the sequence. Lighting remains warm and consistent, and the shallow depth of field is present, though not perfectly executed throughout. In sum, the visuals convey the scene adequately but do not reach high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the basic setup (carton on a dark granite counter) is present, several key elements are underrepresented or misrepresented: the hole at the bottom is not clearly visible; the droplet’s expansion and the subsequent crown-shaped splash are not convincingly depicted; the lighting and atmospheric cues described in the prompt are not strongly realized. Overall, the video captures only a subset of the intended dramatic and precise visual narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: gravity guides the droplet toward the counter, and the surface interaction is believable. However, some micro-dynamics—such as the exact timing of the splash and the spread of the puddle—are not fully convincing, and the overall motion feels slightly staged rather than a flawless physical demonstration.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.5,
+ "TA": 2.125,
+ "MQ": 2.625,
+ "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 an extreme, eye-level, static macro shot capturing a standard cardboard milk carton on a dark, polished granite kitchen countertop. The carton's waxy surface shows faint condensation, and a tiny, almost imperceptible hole at the bottom opens to a single, perfectly opaque droplet of white milk that expands with a soft, directed stream of morning light from an unseen window. Surface tension drives the droplet to break free, fall through the air, and impact the smooth, cool counter, shattering into a delicate crown-shaped splash in a microsecond before collapsing into a small, irregular, milky puddle. The shallow depth of field blurs the background into a soft bokeh that obscures the kitchen shape, creating a quiet, contemplative atmosphere that isolates and elevates this minute, dramatic event.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the carton and counter, but there are noticeable motion blur during the milk movement and some instability in the sequence. Lighting remains warm and consistent, and the shallow depth of field is present, though not perfectly executed throughout. In sum, the visuals convey the scene adequately but do not reach high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the basic setup (carton on a dark granite counter) is present, several key elements are underrepresented or misrepresented: the hole at the bottom is not clearly visible; the droplet’s expansion and the subsequent crown-shaped splash are not convincingly depicted; the lighting and atmospheric cues described in the prompt are not strongly realized. Overall, the video captures only a subset of the intended dramatic and precise visual narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: gravity guides the droplet toward the counter, and the surface interaction is believable. However, some micro-dynamics—such as the exact timing of the splash and the spread of the puddle—are not fully convincing, and the overall motion feels slightly staged rather than a flawless physical demonstration.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme, eye-level, static macro shot captures a standard cardboard milk carton placed on a dark, polished granite kitchen countertop. The carton's waxy surface shows faint condensation, and a tiny, almost imperceptible hole is visible at the bottom. From this opening, a single, perfectly opaque droplet of white milk meticulously expands, its surface shimmering with the soft, directed stream of morning light from an unseen window. Driven by surface tension, the droplet breaks free in a tense moment, slowly and deliberately falling through the still air. The camera maintains sharp focus as the droplet impacts the smooth, cool surface of the counter, shattering into a delicate, crown-shaped splash in a microsecond before quickly collapsing and spreading into a small, irregular, milky puddle. The shallow depth of field blurs the background into a soft bokeh that obscures the shape of the kitchen, creating a quiet, contemplative atmosphere that isolates and elevates this minute, dramatic event.",
+ "seed": 1570,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_0/index_6620_seed_1570_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": 3.234375,
+ "video_score2_ta": 2.046875,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 8.125,
+ "avg": 8.125,
+ "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 an extreme, eye-level, static macro shot capturing a standard cardboard milk carton on a dark, polished granite kitchen countertop. The carton's waxy surface shows faint condensation, and a tiny, almost imperceptible hole is visible at the bottom. From this opening, a single, perfectly opaque droplet of white milk meticulously expands, its surface shimmering with the soft, directed stream of morning light from an unseen window. Driven by surface tension, the droplet breaks free in a tense moment, slowly and deliberately falling through the still air. The camera maintains sharp focus as the droplet impacts the smooth, cool surface of the counter, shattering into a delicate, crown-shaped splash in a microsecond before quickly collapsing and spreading into a small, irregular, milky puddle. The shallow depth of field blurs the background into a soft bokeh that obscures the shape of the kitchen, creating a quiet, contemplative atmosphere that isolates and elevates this minute, dramatic event\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and lighting remains warm and consistent, with a shallow depth of field producing a pleasant bokeh. The egg-carton-like container and the milk surface show convincing textures and reflections, and the overall color grading is coherent. However, there are minor inconsistencies in the milk’s motion across frames and occasional slight deviations in surface detail, which prevent a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt—close-up framing, a container on a dark, reflective surface, and a visible milk stream with a gentle crown splash. Yet key aspects are not fully realized: the hole at the bottom is not clearly depicted, the sequence does not convincingly show a single perfectly opaque droplet expanding, and the dramatic, microsecond-scale dynamics are only partially conveyed. The alignment is acceptable but not strong, reflecting a moderate level of fidelity (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene generally follows plausible physics: gravity guides the milk downward, surface tension and light interactions are believable, and the shallow depth of field supports a focused view. Some micro-timing and fluid-dynamics details are simplified or understated, resulting in a reasonable but not perfect depiction of real-world behavior. 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": 3.234375,
+ "TA": 2.046875,
+ "MQ": 2.84375,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme, eye-level, static macro shot capturing a standard cardboard milk carton on a dark, polished granite kitchen countertop. The carton's waxy surface shows faint condensation, and a tiny, almost imperceptible hole is visible at the bottom. From this opening, a single, perfectly opaque droplet of white milk meticulously expands, its surface shimmering with the soft, directed stream of morning light from an unseen window. Driven by surface tension, the droplet breaks free in a tense moment, slowly and deliberately falling through the still air. The camera maintains sharp focus as the droplet impacts the smooth, cool surface of the counter, shattering into a delicate, crown-shaped splash in a microsecond before quickly collapsing and spreading into a small, irregular, milky puddle. The shallow depth of field blurs the background into a soft bokeh that obscures the shape of the kitchen, creating a quiet, contemplative atmosphere that isolates and elevates this minute, dramatic event\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and lighting remains warm and consistent, with a shallow depth of field producing a pleasant bokeh. The egg-carton-like container and the milk surface show convincing textures and reflections, and the overall color grading is coherent. However, there are minor inconsistencies in the milk’s motion across frames and occasional slight deviations in surface detail, which prevent a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt—close-up framing, a container on a dark, reflective surface, and a visible milk stream with a gentle crown splash. Yet key aspects are not fully realized: the hole at the bottom is not clearly depicted, the sequence does not convincingly show a single perfectly opaque droplet expanding, and the dramatic, microsecond-scale dynamics are only partially conveyed. The alignment is acceptable but not strong, reflecting a moderate level of fidelity (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene generally follows plausible physics: gravity guides the milk downward, surface tension and light interactions are believable, and the shallow depth of field supports a focused view. Some micro-timing and fluid-dynamics details are simplified or understated, resulting in a reasonable but not perfect depiction of real-world behavior. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_1/index_tensor([9475, 9475])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_1/index_tensor([9475, 9475])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4c5454db5d586a8e74be7a8b7d0d049bd9539df
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_1/index_tensor([9475, 9475])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 5497,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_1/index_9475_seed_5497_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.390625,
+ "video_score2_ta": 3.96875,
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+ "video_score2_overall": 11.375,
+ "avg": 11.359375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "majestic high-angle shot triggers a slow, steady downward tilt, revealing a sprawling, hyper-dense metropolis at the peak of the blue hour. Countless skyscrapers, a forest of reflective glass and polished steel, pierce the deep blue sky, their diverse architectural forms creating a complex, richly textured skyline. As the camera continues its deliberate descent, city lights seem to cascade down in a mesmerizing cascade of pure energy. The building facades are an intricate mosaic of thousands of illuminated windows, some radiating the warm, alluring glow of neon, others the cool, sterile white of modern offices, while vibrant, oversized digital billboards splash electric blue and fuchsia across neighboring structures. Far below, the city's arteries throb with activity, the continuous red and white light emitted by vehicular traffic weaving intricate, flowing patterns across deep concrete canyons. The overall atmosphere is one of breathtaking futuristic grandeur, rendered in a cool palette, the deep blue of the night punctuated by vibrant, multi-colored tapestries of artificial light, creating a powerful sense of the city as both a monolithic structure and a living, breathing organism.",
+ "token_credit_reward": 11.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a majestic high-angle shot triggering a slow, steady downward tilt to reveal a sprawling, hyper-dense metropolis at the peak of the blue hour. It envisions countless skyscrapers, a forest of reflective glass and polished steel, piercing the deep blue sky, diverse architectural forms, a cascading display of city lights, and a dynamic urban scene with active traffic. The overall mood is one of futuristic grandeur with a cool palette and vibrant artificial-light tapestries.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain solid clarity and color fidelity. The imagery is generally sharp, with well-defined buildings and legible details. There are occasional minor softness or compression artifacts in some frames, but these do not dominate the viewing experience. The lighting remains consistent with a blue-hour ambiance, and the contrast between dark sky and illuminated facades is preserved. Overall, the visual quality is good and coherent, though not flawless.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: it presents a high-angle view of a dense cityscape at blue hour, with a visible array of skyscrapers and reflective surfaces. The downward tilt is suggested by the framing, and the scene conveys a sprawling urban form with varied architecture. City lights and the general atmosphere match the intended mood. However, certain aspects—such as the precise depiction of a continuous, flowing traffic pattern and the exact synchronization of light trails with the described dynamics—are only moderately realized. In sum, alignment is strong but not perfect.\n\nPhysical/Common-sense Consistency:\nSpatial relationships, lighting, and material cues appear plausible for an urban nighttime scene. Reflections, perspective, and scale are coherent, and there are no obvious physical contradictions. Some minor inconsistencies in light interactions or motion cues may be present, but they do not undermine overall realism. The scene maintains credible physical consistency.\n\nOverall assessment:\nThe video delivers solid visual quality and strong alignment with the prompt, with moderate room for improvement in fine-grained details and motion realism. Physical consistency remains robust, supporting a convincing urban nightscape.\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": 3.390625,
+ "TA": 3.96875,
+ "MQ": 4.0,
+ "Overall": 11.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a majestic high-angle shot triggering a slow, steady downward tilt to reveal a sprawling, hyper-dense metropolis at the peak of the blue hour. It envisions countless skyscrapers, a forest of reflective glass and polished steel, piercing the deep blue sky, diverse architectural forms, a cascading display of city lights, and a dynamic urban scene with active traffic. The overall mood is one of futuristic grandeur with a cool palette and vibrant artificial-light tapestries.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain solid clarity and color fidelity. The imagery is generally sharp, with well-defined buildings and legible details. There are occasional minor softness or compression artifacts in some frames, but these do not dominate the viewing experience. The lighting remains consistent with a blue-hour ambiance, and the contrast between dark sky and illuminated facades is preserved. Overall, the visual quality is good and coherent, though not flawless.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: it presents a high-angle view of a dense cityscape at blue hour, with a visible array of skyscrapers and reflective surfaces. The downward tilt is suggested by the framing, and the scene conveys a sprawling urban form with varied architecture. City lights and the general atmosphere match the intended mood. However, certain aspects—such as the precise depiction of a continuous, flowing traffic pattern and the exact synchronization of light trails with the described dynamics—are only moderately realized. In sum, alignment is strong but not perfect.\n\nPhysical/Common-sense Consistency:\nSpatial relationships, lighting, and material cues appear plausible for an urban nighttime scene. Reflections, perspective, and scale are coherent, and there are no obvious physical contradictions. Some minor inconsistencies in light interactions or motion cues may be present, but they do not undermine overall realism. The scene maintains credible physical consistency.\n\nOverall assessment:\nThe video delivers solid visual quality and strong alignment with the prompt, with moderate room for improvement in fine-grained details and motion realism. Physical consistency remains robust, supporting a convincing urban nightscape.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "majestic high-angle shot triggers a slow, steady downward tilt, revealing a sprawling, hyper-dense metropolis at the peak of the blue hour. Countless skyscrapers, a forest of reflective glass and polished steel, pierce the deep blue sky, their diverse architectural forms creating a complex, richly textured skyline. As the camera continues its deliberate descent, city lights seem to cascade down in a mesmerizing cascade of pure energy. The building facades are an intricate mosaic of thousands of illuminated windows, some radiating the warm, alluring glow of neon, others the cool, sterile white of modern offices, while vibrant, oversized digital billboards splash electric blue and fuchsia across neighboring structures. Far below, the city's arteries throb with activity, the continuous red and white light emitted by vehicular traffic weaving intricate, flowing patterns across deep concrete canyons. The overall atmosphere is one of breathtaking futuristic grandeur, rendered in a cool palette, the deep blue of the night punctuated by vibrant, multi-colored tapestries of artificial light, creating a powerful sense of the city as both a monolithic structure and a living, breathing organism.",
+ "seed": 5498,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_1/index_9475_seed_5498_dp_2_rank_4_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_ta": 3.90625,
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+ "video_score2_overall": 10.375,
+ "avg": 10.328125,
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+ "question": "majestic high-angle shot triggers a slow, steady downward tilt, revealing a sprawling, hyper-dense metropolis at the peak of the blue hour. Countless skyscrapers, a forest of reflective glass and polished steel, pierce the deep blue sky, their diverse architectural forms creating a complex, richly textured skyline. As the camera continues its deliberate descent, city lights seem to cascade down in a mesmerizing cascade of pure energy. The building facades are an intricate mosaic of thousands of illuminated windows, some radiating the warm, alluring glow of neon, others the cool, sterile white of modern offices, while vibrant, oversized digital billboards splash electric blue and fuchsia across neighboring structures. Far below, the city's arteries throb with activity, the continuous red and white light emitted by vehicular traffic weaving intricate, flowing patterns across deep concrete canyons. The overall atmosphere is one of breathtaking futuristic grandeur, rendered in a cool palette, the deep blue of the night punctuated by vibrant, multi-colored tapestries of artificial light, creating a powerful sense of the city as both a monolithic structure and a living, breathing organism.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a majestic high-angle shot triggering a slow, steady downward tilt over a sprawling, hyper-dense metropolis at the peak of the blue hour. It envisions countless skyscrapers, a forest of reflective glass and polished steel, piercing the deep blue sky, diverse architectural forms, a complex richly textured skyline, a mesmerizing cascade of city lights, and far below city arteries throb with activity. The overall mood is one of breathtaking futuristic grandeur with a cool palette and vibrant artificial-light tapestries.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some compression artifacts that reduce sharpness. The blue-hour lighting is present and consistent, and color grading remains coherent across shots. There is mild motion blur in some frames, yet the sequence remains legible and stable. No major distortions or abrupt changes are evident, and the composition stays coherent throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a high-angle perspective with a downward tilt, a dense urban landscape, and prominent blue-hour illumination. The forest of glass and steel, diverse forms, and the interplay of lights are well represented. Some finer details—such as explicit neon warmth or the exact weaving of vehicle light patterns—are less pronounced, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical realism and common-sense consistency are moderate (score 3). Lighting, shadows, and perspective are generally plausible, and the scene maintains believable spatial relationships. However, there are minor inconsistencies in light interactions and scale cues that prevent a higher level of realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.078125,
+ "TA": 3.90625,
+ "MQ": 3.34375,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a majestic high-angle shot triggering a slow, steady downward tilt over a sprawling, hyper-dense metropolis at the peak of the blue hour. It envisions countless skyscrapers, a forest of reflective glass and polished steel, piercing the deep blue sky, diverse architectural forms, a complex richly textured skyline, a mesmerizing cascade of city lights, and far below city arteries throb with activity. The overall mood is one of breathtaking futuristic grandeur with a cool palette and vibrant artificial-light tapestries.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some compression artifacts that reduce sharpness. The blue-hour lighting is present and consistent, and color grading remains coherent across shots. There is mild motion blur in some frames, yet the sequence remains legible and stable. No major distortions or abrupt changes are evident, and the composition stays coherent throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a high-angle perspective with a downward tilt, a dense urban landscape, and prominent blue-hour illumination. The forest of glass and steel, diverse forms, and the interplay of lights are well represented. Some finer details—such as explicit neon warmth or the exact weaving of vehicle light patterns—are less pronounced, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical realism and common-sense consistency are moderate (score 3). Lighting, shadows, and perspective are generally plausible, and the scene maintains believable spatial relationships. However, there are minor inconsistencies in light interactions and scale cues that prevent a higher level of realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "majestic high-angle shot triggers a slow, steady downward tilt, revealing a sprawling, hyper-dense metropolis at the peak of the blue hour. Countless skyscrapers, a forest of reflective glass and polished steel, pierce the deep blue sky, their diverse architectural forms creating a complex, richly textured skyline. As the camera continues its deliberate descent, city lights seem to cascade down in a mesmerizing cascade of pure energy. The building facades are an intricate mosaic of thousands of illuminated windows, some radiating the warm, alluring glow of neon, others the cool, sterile white of modern offices, while vibrant, oversized digital billboards splash electric blue and fuchsia across neighboring structures. Far below, the city's arteries throb with activity, the continuous red and white light emitted by vehicular traffic weaving intricate, flowing patterns across deep concrete canyons. The overall atmosphere is one of breathtaking futuristic grandeur, rendered in a cool palette, the deep blue of the night punctuated by vibrant, multi-colored tapestries of artificial light, creating a powerful sense of the city as both a monolithic structure and a living, breathing organism.",
+ "seed": 5499,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_1/index_9475_seed_5499_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": 3.0,
+ "video_score2_ta": 3.65625,
+ "video_score2_mq": 3.28125,
+ "video_score2_overall": 9.9375,
+ "avg": 9.9375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "majestic high-angle shot triggers a slow, steady downward tilt, revealing a sprawling, hyper-dense metropolis at the peak of the blue hour. Countless skyscrapers, a forest of reflective glass and polished steel, pierce the deep blue sky, their diverse architectural forms creating a complex, richly textured skyline. As the camera continues its deliberate descent, city lights seem to cascade down in a mesmerizing cascade of pure energy. The building facades are an intricate mosaic of thousands of illuminated windows, some radiating the warm, alluring glow of neon, others the cool, sterile white of modern offices, while vibrant, oversized digital billboards splash electric blue and fuchsia across neighboring structures. Far below, the city's arteries throb with activity, the continuous red and white light emitted by vehicular traffic weaving intricate, flowing patterns across deep concrete canyons. The overall atmosphere is one of breathtaking futuristic grandeur, rendered in a cool palette, the deep blue of the night punctuated by vibrant, multi-colored tapestries of artificial light, creating a powerful sense of the city as both a monolithic structure and a living, breathing organism.",
+ "token_credit_reward": 9.9375,
+ "selected_reward": 9.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a majestic high-angle shot triggering a slow, steady downward tilt over a sprawling, hyper-dense metropolis at the peak of the blue hour. It envisions countless skyscrapers, a forest of reflective glass and polished steel, a complex, richly textured skyline, a mesmerizing cascade of city lights, and a dynamic urban scene with active traffic. The overall mood is one of breathtaking futuristic grandeur with a cool palette and vibrant artificial-light tapestries.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts that reduce fine detail. The blue-hour lighting is present and consistent, and color balance remains stable across shots. There are no major distortions or abrupt frame-to-frame changes, and transitions feel smooth. However, sharpness and texture fidelity are limited, keeping the quality from being higher than moderate.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a high-angle perspective with a downward tilt, a dense urban landscape, and prominent blue-hour illumination. The skyline features numerous buildings and visible lighting effects, and there are signs of traffic activity. Some nuanced details—such as an explicit emphasis on a forest of reflective glass or a truly mesmerizing cascade of lights—are not fully realized, but the main components align well with the description.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). Lighting, shadows, and spatial relationships follow plausible urban-night physics, and the scene maintains coherent geometry and scale. Minor inconsistencies exist, such as slight mismatches in reflections or perspective shifts during motion, which prevent a higher level of realism but do not break overall coherence.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.65625,
+ "MQ": 3.28125,
+ "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 majestic high-angle shot triggering a slow, steady downward tilt over a sprawling, hyper-dense metropolis at the peak of the blue hour. It envisions countless skyscrapers, a forest of reflective glass and polished steel, a complex, richly textured skyline, a mesmerizing cascade of city lights, and a dynamic urban scene with active traffic. The overall mood is one of breathtaking futuristic grandeur with a cool palette and vibrant artificial-light tapestries.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts that reduce fine detail. The blue-hour lighting is present and consistent, and color balance remains stable across shots. There are no major distortions or abrupt frame-to-frame changes, and transitions feel smooth. However, sharpness and texture fidelity are limited, keeping the quality from being higher than moderate.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a high-angle perspective with a downward tilt, a dense urban landscape, and prominent blue-hour illumination. The skyline features numerous buildings and visible lighting effects, and there are signs of traffic activity. Some nuanced details—such as an explicit emphasis on a forest of reflective glass or a truly mesmerizing cascade of lights—are not fully realized, but the main components align well with the description.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). Lighting, shadows, and spatial relationships follow plausible urban-night physics, and the scene maintains coherent geometry and scale. Minor inconsistencies exist, such as slight mismatches in reflections or perspective shifts during motion, which prevent a higher level of realism but do not break overall coherence.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "majestic high-angle shot triggers a slow, steady downward tilt, revealing a sprawling, hyper-dense metropolis at the peak of the blue hour. Countless skyscrapers, a forest of reflective glass and polished steel, pierce the deep blue sky, their diverse architectural forms creating a complex, richly textured skyline. As the camera continues its deliberate descent, city lights seem to cascade down in a mesmerizing cascade of pure energy. The building facades are an intricate mosaic of thousands of illuminated windows, some radiating the warm, alluring glow of neon, others the cool, sterile white of modern offices, while vibrant, oversized digital billboards splash electric blue and fuchsia across neighboring structures. Far below, the city's arteries throb with activity, the continuous red and white light emitted by vehicular traffic weaving intricate, flowing patterns across deep concrete canyons. The overall atmosphere is one of breathtaking futuristic grandeur, rendered in a cool palette, the deep blue of the night punctuated by vibrant, multi-colored tapestries of artificial light, creating a powerful sense of the city as both a monolithic structure and a living, breathing organism.",
+ "seed": 5500,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_1/index_9475_seed_5500_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.234375,
+ "video_score2_ta": 4.15625,
+ "video_score2_mq": 3.9375,
+ "video_score2_overall": 11.3125,
+ "avg": 11.328125,
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+ "question_id": "videoscore2_overall",
+ "question": "majestic high-angle shot triggers a slow, steady downward tilt, revealing a sprawling, hyper-dense metropolis at the peak of the blue hour. Countless skyscrapers, a forest of reflective glass and polished steel, pierce the deep blue sky, their diverse architectural forms creating a complex, richly textured skyline. As the camera continues its deliberate descent, city lights seem to cascade down in a mesmerizing cascade of pure energy. The building facades are an intricate mosaic of thousands of illuminated windows, some radiating the warm, alluring glow of neon, others the cool, sterile white of modern offices, while vibrant, oversized digital billboards splash electric blue and fuchsia across neighboring structures. Far below, the city's arteries throb with activity, the continuous red and white light emitted by vehicular traffic weaving intricate, flowing patterns across deep concrete canyons. The overall atmosphere is one of breathtaking futuristic grandeur, rendered in a cool palette, the deep blue of the night punctuated by vibrant, multi-colored tapestries of artificial light, creating a powerful sense of the city as both a monolithic structure and a living, breathing organism.",
+ "token_credit_reward": 11.3125,
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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 majestic high-angle shot triggering a slow, steady downward tilt to reveal a sprawling, hyper-dense metropolis at the peak of the blue hour. It envisions countless skyscrapers, a forest of reflective glass and polished steel, piercing the deep blue sky, diverse architectural forms, a complex richly textured skyline, a mesmerizing cascade of city lights, an intricate mosaic of illuminated windows in warm neon and cool office lights, vibrant oversized digital billboards, and far below city arteries throb with activity as vehicles weave through concrete canyons. The overall mood is one of breathtaking futuristic grandeur with a cool palette and a sense of the city as both monolithic and living breathing.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain a consistent blue-hour ambiance with a high-tech cityscape. The resolution is solid and details are generally clear, though there are occasional minor softness or compression artifacts that prevent a perfect pristine look. The lighting and color grading stay coherent throughout, with smooth transitions between frames and no major distortions. Overall, the visual quality is strong but not flawless, aligning with a score around 4.\n\nText-to-Video Alignment Analysis:\nThe video largely adheres to the prompt: it presents a high-angle view of a dense metropolis at blue hour, with numerous skyscrapers, reflective surfaces, and a richly textured skyline. The descent/tilt is conveyed through the sequence, and city lights cascade in a dynamic manner. However, certain aspects such as the exact timing of the tilt and the precise distribution of light sources are not perfectly matched, resulting in a solid but not perfect alignment (score ~4).\n\nPhysical/Common-sense Consistency:\nSpatial relationships, lighting logic, and urban dynamics appear coherent and plausible. Building proportions, illumination patterns, and traffic behavior follow expected real-world behavior, with no obvious violations of physics or common sense. Minor deviations may exist, but they do not undermine overall realism, supporting a high level of consistency (score ~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": 3.234375,
+ "TA": 4.15625,
+ "MQ": 3.9375,
+ "Overall": 11.3125
+ }
+ }
+ ],
+ "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 majestic high-angle shot triggering a slow, steady downward tilt to reveal a sprawling, hyper-dense metropolis at the peak of the blue hour. It envisions countless skyscrapers, a forest of reflective glass and polished steel, piercing the deep blue sky, diverse architectural forms, a complex richly textured skyline, a mesmerizing cascade of city lights, an intricate mosaic of illuminated windows in warm neon and cool office lights, vibrant oversized digital billboards, and far below city arteries throb with activity as vehicles weave through concrete canyons. The overall mood is one of breathtaking futuristic grandeur with a cool palette and a sense of the city as both monolithic and living breathing.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain a consistent blue-hour ambiance with a high-tech cityscape. The resolution is solid and details are generally clear, though there are occasional minor softness or compression artifacts that prevent a perfect pristine look. The lighting and color grading stay coherent throughout, with smooth transitions between frames and no major distortions. Overall, the visual quality is strong but not flawless, aligning with a score around 4.\n\nText-to-Video Alignment Analysis:\nThe video largely adheres to the prompt: it presents a high-angle view of a dense metropolis at blue hour, with numerous skyscrapers, reflective surfaces, and a richly textured skyline. The descent/tilt is conveyed through the sequence, and city lights cascade in a dynamic manner. However, certain aspects such as the exact timing of the tilt and the precise distribution of light sources are not perfectly matched, resulting in a solid but not perfect alignment (score ~4).\n\nPhysical/Common-sense Consistency:\nSpatial relationships, lighting logic, and urban dynamics appear coherent and plausible. Building proportions, illumination patterns, and traffic behavior follow expected real-world behavior, with no obvious violations of physics or common sense. Minor deviations may exist, but they do not undermine overall realism, supporting a high level of consistency (score ~4).\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-window3/rl_samples/0000107/group_10/index_tensor([152, 152])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_10/index_tensor([152, 152])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c16113be28cf2bbbb01f863a2524890586f0073b
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_10/index_tensor([152, 152])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "single, static, high-angle, extreme-wide shot captures a catastrophic event, rendered entirely in Picasso's bold, fragmented, and multi-perspective style. A powerful mountain torrent surges across the landscape, not a flowing liquid but a turbulent collision of sharp, geometric planes in ochre browns and deep amber. This destructive force carves a path through the dense jungle of Java water cress, its delicate, parsley-like leaves deconstructed into jagged, acidic green shapes that churn and shatter within the Cubist vortex of roiling brown water. The scene is viewed simultaneously from multiple, impossible angles; we simultaneously see the flat surface of the floodwater, the cross-section of the water tearing through the soil, and the outlines of the waves. Against a dark, oppressive sky composed of scarred gray and black polygons, the raw power and destructive geometry of the event take center stage, creating a chaotic, flattened yet vibrant composition that emphasizes form and violent movement over realistic depiction.",
+ "seed": 11484,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_10/index_152_seed_11484_dp_20_rank_40_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.1875,
+ "video_score2_ta": 1.7734375,
+ "video_score2_mq": 2.125,
+ "video_score2_overall": 6.09375,
+ "avg": 6.0859375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "single, static, high-angle, extreme-wide shot captures a catastrophic event, rendered entirely in Picasso's bold, fragmented, and multi-perspective style. A powerful mountain torrent surges across the landscape, not a flowing liquid but a turbulent collision of sharp, geometric planes in ochre browns and deep amber. This destructive force carves a path through the dense jungle of Java water cress, its delicate, parsley-like leaves deconstructed into jagged, acidic green shapes that churn and shatter within the Cubist vortex of roiling brown water. The scene is viewed simultaneously from multiple, impossible angles; we simultaneously see the flat surface of the floodwater, the cross-section of the water tearing through the soil, and the outlines of the waves. Against a dark, oppressive sky composed of scarred gray and black polygons, the raw power and destructive geometry of the event take center stage, creating a chaotic, flattened yet vibrant composition that emphasizes form and violent movement over realistic depiction.",
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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 single, static, high-angle, extreme-wide shot capturing a catastrophic event rendered in a bold, fragmented, multi-perspective style. It envisions a powerful mountain torrent surging across the landscape, not a flowing liquid but a turbulent collision of sharp, geometric planes in warm browns and deep amber. The scene should show this destructive force carving through dense jungle vegetation (Java water cress with delicate, parsley-like leaves) and transforming them into jagged, acidic green shapes within a cubist vortex of roiling brown water. The viewpoint should include simultaneous multiple angles, showing the flat surface of the floodwater, the cross-section of the water tearing through the soil, and the outlines of the waves against a dark, oppressive sky composed of scarred gray and black polygons, emphasizing form and violent movement over realism.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are dominated by heavy digital artifacts and distortions. The resolution is inconsistent, with pronounced compression noise and widespread glitching that obscure details. The imagery often reads as corrupted or processed rather than a coherent scene, and color rendering is frequently skewed toward orange/yellow tones with little depth. While some elements such as vegetation hints exist, they are overwhelmed by the artifacting, resulting in a low overall clarity. The sequence remains largely static, with minimal motion between frames, contributing to a sense of technical failure rather than intentional artistic expression.\n\nText-to-Video Alignment Assessment:\nThere is a substantial gap between the prompt and what is depicted. The video does not convincingly realize the requested multi-perspective, dynamic, or chaotic composition. The scene lacks the dramatic interplay of water, terrain, and vegetation described, and the overall aesthetic does not capture the intended cubist, geometric intensity. The result is a fragmented, low-fidelity representation that fails to convey the raw, destructive energy envisioned.\n\nPhysical Consistency (Common-sense):\nThe scene exhibits severe inconsistencies with basic physical expectations. Water dynamics, terrain interaction, and object behavior do not follow plausible physical rules, and the combination of artifacts and distortions undermines any sense of natural causality. The result is a technically flawed depiction that does not support believable physical behavior.\n\nOverall assessment:\nThe video demonstrates substantial technical shortcomings across all three dimensions, with limited alignment to the prompt and poor physical plausibility.\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ "Overall": 6.09375
+ }
+ }
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+ "\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 single, static, high-angle, extreme-wide shot capturing a catastrophic event rendered in a bold, fragmented, multi-perspective style. It envisions a powerful mountain torrent surging across the landscape, not a flowing liquid but a turbulent collision of sharp, geometric planes in warm browns and deep amber. The scene should show this destructive force carving through dense jungle vegetation (Java water cress with delicate, parsley-like leaves) and transforming them into jagged, acidic green shapes within a cubist vortex of roiling brown water. The viewpoint should include simultaneous multiple angles, showing the flat surface of the floodwater, the cross-section of the water tearing through the soil, and the outlines of the waves against a dark, oppressive sky composed of scarred gray and black polygons, emphasizing form and violent movement over realism.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are dominated by heavy digital artifacts and distortions. The resolution is inconsistent, with pronounced compression noise and widespread glitching that obscure details. The imagery often reads as corrupted or processed rather than a coherent scene, and color rendering is frequently skewed toward orange/yellow tones with little depth. While some elements such as vegetation hints exist, they are overwhelmed by the artifacting, resulting in a low overall clarity. The sequence remains largely static, with minimal motion between frames, contributing to a sense of technical failure rather than intentional artistic expression.\n\nText-to-Video Alignment Assessment:\nThere is a substantial gap between the prompt and what is depicted. The video does not convincingly realize the requested multi-perspective, dynamic, or chaotic composition. The scene lacks the dramatic interplay of water, terrain, and vegetation described, and the overall aesthetic does not capture the intended cubist, geometric intensity. The result is a fragmented, low-fidelity representation that fails to convey the raw, destructive energy envisioned.\n\nPhysical Consistency (Common-sense):\nThe scene exhibits severe inconsistencies with basic physical expectations. Water dynamics, terrain interaction, and object behavior do not follow plausible physical rules, and the combination of artifacts and distortions undermines any sense of natural causality. The result is a technically flawed depiction that does not support believable physical behavior.\n\nOverall assessment:\nThe video demonstrates substantial technical shortcomings across all three dimensions, with limited alignment to the prompt and poor physical plausibility.\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 11485,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_10/index_152_seed_11485_dp_20_rank_40_sample_1_slot_1.mp4",
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+ "video_score2_overall": 7.375,
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+ "question": "single, static, high-angle, extreme-wide shot captures a catastrophic event, rendered entirely in Picasso's bold, fragmented, and multi-perspective style. A powerful mountain torrent surges across the landscape, not a flowing liquid but a turbulent collision of sharp, geometric planes in ochre browns and deep amber. This destructive force carves a path through the dense jungle of Java water cress, its delicate, parsley-like leaves deconstructed into jagged, acidic green shapes that churn and shatter within the Cubist vortex of roiling brown water. The scene is viewed simultaneously from multiple, impossible angles; we simultaneously see the flat surface of the floodwater, the cross-section of the water tearing through the soil, and the outlines of the waves. Against a dark, oppressive sky composed of scarred gray and black polygons, the raw power and destructive geometry of the event take center stage, creating a chaotic, flattened yet vibrant composition that emphasizes form and violent movement over realistic depiction.",
+ "token_credit_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 single, static, high-angle, extreme-wide shot capturing a catastrophic event rendered in a bold, fragmented, multi-perspective style. It envisions a powerful mountain torrent surging across the landscape, not a flowing liquid but a turbulent collision of sharp geometric planes in warm browns and deep amber. The scene should show this destructive force carving through a dense jungle of watercress with delicate, parsley-like leaves deconstructed into jagged, vivid greens within a cubist vortex of roiling brown water. The viewpoint should include multiple, impossible angles, showing the flat surface of the floodwater, the cross-section of the water tearing through the soil, and the outlines of the waves against a dark, oppressive sky composed of scarred gray and black polygons, emphasizing form and violent movement over realism.\n\nVisual Quality Analysis:\nThe frames present a stylized, painterly look with a consistent artistic direction. The resolution is adequate, and the color palette remains stable across frames, dominated by warm browns and amber tones with green vegetation at the bottom. The composition stays coherent, and there are no obvious distortions or artifacts. However, the overall motion is limited, giving a largely static impression rather than dynamic action. The result reads as a controlled, artistic rendering rather than a highly dynamic or photorealistic sequence.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The work adopts a bold, fragmented aesthetic and includes green vegetation at the bottom, which aligns with parts of the description. Yet the core element of a powerful, turbulent mountain torrent and the dramatic, multi-perspective dynamics are not realized. The scene remains relatively static, with limited depth cues and minimal interaction between water, terrain, and vegetation. Overall, the alignment is moderate: some stylistic cues match, but the central narrative and kinetic energy described in the prompt are underrepresented.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical coherence: water flows over a surface, vegetation sits at the bottom, and lighting remains steady. There are no glaring physical contradictions. However, the lack of dynamic interaction and the stylization reduce perceived realism and intensity. The depiction is plausible but does not convey strong physical plausibility or the dramatic transformation implied by the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "Overall": 7.375
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a single, static, high-angle, extreme-wide shot capturing a catastrophic event rendered in a bold, fragmented, multi-perspective style. It envisions a powerful mountain torrent surging across the landscape, not a flowing liquid but a turbulent collision of sharp geometric planes in warm browns and deep amber. The scene should show this destructive force carving through a dense jungle of watercress with delicate, parsley-like leaves deconstructed into jagged, vivid greens within a cubist vortex of roiling brown water. The viewpoint should include multiple, impossible angles, showing the flat surface of the floodwater, the cross-section of the water tearing through the soil, and the outlines of the waves against a dark, oppressive sky composed of scarred gray and black polygons, emphasizing form and violent movement over realism.\n\nVisual Quality Analysis:\nThe frames present a stylized, painterly look with a consistent artistic direction. The resolution is adequate, and the color palette remains stable across frames, dominated by warm browns and amber tones with green vegetation at the bottom. The composition stays coherent, and there are no obvious distortions or artifacts. However, the overall motion is limited, giving a largely static impression rather than dynamic action. The result reads as a controlled, artistic rendering rather than a highly dynamic or photorealistic sequence.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The work adopts a bold, fragmented aesthetic and includes green vegetation at the bottom, which aligns with parts of the description. Yet the core element of a powerful, turbulent mountain torrent and the dramatic, multi-perspective dynamics are not realized. The scene remains relatively static, with limited depth cues and minimal interaction between water, terrain, and vegetation. Overall, the alignment is moderate: some stylistic cues match, but the central narrative and kinetic energy described in the prompt are underrepresented.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical coherence: water flows over a surface, vegetation sits at the bottom, and lighting remains steady. There are no glaring physical contradictions. However, the lack of dynamic interaction and the stylization reduce perceived realism and intensity. The depiction is plausible but does not convey strong physical plausibility or the dramatic transformation 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": 11486,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_10/index_152_seed_11486_dp_21_rank_42_sample_2_slot_0.mp4",
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+ "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. 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 single, static, high-angle, extreme-wide shot capturing a catastrophic event rendered in a bold, fragmented, multi-perspective style. It envisions a powerful mountain torrent surging across the landscape, not as flowing liquid but as a turbulent collision of sharp geometric planes in warm browns and deep amber, carving a path through a dense jungle of watercress with delicate, parsley-like leaves deconstructed into jagged, acidic green shapes within a cubist vortex of roiling brown water. The scene should be viewed simultaneously from multiple impossible angles, showing the flat surface of the floodwater, the cross-section of the water tearing through the soil, and the outlines of the waves against a dark, oppressive sky composed of scarred gray and black polygons, emphasizing form and violent movement over realism.\n\nVisual Quality Assessment:\nThe frames present a stylized, illustrated look rather than photorealism. The resolution is adequate, with clear delineation between elements such as wood textures, vegetation, and water surfaces. Lighting remains consistent across frames, and there are no obvious distortions or artifacts. The sequence appears largely static with minimal motion, which reduces dynamic impact. Overall, the visuals are coherent and well-rendered, but they do not achieve high-fidelity realism or cinematic dynamism. In line with the ground-truth score, Visual Quality is moderate (3).\n\nText-to-Video Alignment Assessment:\nThere is a pronounced mismatch between the prompt and the actual video content. The prompt calls for a dynamic, multi-perspective, high-energy scene with a mountainous, turbulent flood scenario and a complex interplay of water, debris, and vegetation. The video instead shows a calm, static, single-angle view of a wooden deck with some water and sparse vegetation, lacking the dramatic scale, multiple viewpoints, or destructive dynamics described. The alignment is poor overall, reflecting a low-to-moderate correspondence to the requested narrative. Ground-truth indicates Text-to-Video Alignment at 2.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical coherence: water flows plausibly along the deck, vegetation placement seems reasonable, and lighting/shadows are consistent. However, the absence of the intended dramatic flood physics and the mismatch with the described environment introduce mild inconsistencies with the expected real-world behavior. The overall physical plausibility is acceptable but not strongly convincing given the prompt, aligning with a mid-level 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": 3.34375,
+ "TA": 1.3515625,
+ "MQ": 3.03125,
+ "Overall": 7.71875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a single, static, high-angle, extreme-wide shot capturing a catastrophic event rendered in a bold, fragmented, multi-perspective style. It envisions a powerful mountain torrent surging across the landscape, not as flowing liquid but as a turbulent collision of sharp geometric planes in warm browns and deep amber, carving a path through a dense jungle of watercress with delicate, parsley-like leaves deconstructed into jagged, acidic green shapes within a cubist vortex of roiling brown water. The scene should be viewed simultaneously from multiple impossible angles, showing the flat surface of the floodwater, the cross-section of the water tearing through the soil, and the outlines of the waves against a dark, oppressive sky composed of scarred gray and black polygons, emphasizing form and violent movement over realism.\n\nVisual Quality Assessment:\nThe frames present a stylized, illustrated look rather than photorealism. The resolution is adequate, with clear delineation between elements such as wood textures, vegetation, and water surfaces. Lighting remains consistent across frames, and there are no obvious distortions or artifacts. The sequence appears largely static with minimal motion, which reduces dynamic impact. Overall, the visuals are coherent and well-rendered, but they do not achieve high-fidelity realism or cinematic dynamism. In line with the ground-truth score, Visual Quality is moderate (3).\n\nText-to-Video Alignment Assessment:\nThere is a pronounced mismatch between the prompt and the actual video content. The prompt calls for a dynamic, multi-perspective, high-energy scene with a mountainous, turbulent flood scenario and a complex interplay of water, debris, and vegetation. The video instead shows a calm, static, single-angle view of a wooden deck with some water and sparse vegetation, lacking the dramatic scale, multiple viewpoints, or destructive dynamics described. The alignment is poor overall, reflecting a low-to-moderate correspondence to the requested narrative. Ground-truth indicates Text-to-Video Alignment at 2.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical coherence: water flows plausibly along the deck, vegetation placement seems reasonable, and lighting/shadows are consistent. However, the absence of the intended dramatic flood physics and the mismatch with the described environment introduce mild inconsistencies with the expected real-world behavior. The overall physical plausibility is acceptable but not strongly convincing given the prompt, aligning with a mid-level 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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+ "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 single, static, high-angle, extreme-wide shot capturing a catastrophic event rendered in a bold, fragmented, multi-perspective style. It envisions a powerful mountain torrent surging across the landscape, not a flowing liquid but a turbulent collision of sharp, geometric planes in warm browns and deep amber. The scene should show this destructive force carving through dense jungle vegetation (Java water cress with delicate, parsley-like leaves) and transforming into jagged, acidic green shapes within a cubist vortex of roiling brown water. The viewpoint should include multiple, impossible angles, showing the flat surface of the floodwater, the cross-section of the water tearing through the soil, and the outlines of the waves against a dark, oppressive sky composed of scarred gray and black polygons, emphasizing form and violent movement over realism.\n\nVisual Quality Assessment:\nThe video adopts a stylized, painterly look with limited detail and some soft edges. The resolution is adequate but not high, and the overall rendering remains intentionally non-photorealistic. Colors stay within a restrained palette, and there is a consistent artistic direction across frames. While the visuals are coherent and stylistically deliberate, they do not achieve photorealism or fine-grained texture, which aligns with a moderate visual quality level.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The work presents a broad, elevated view and a static sequence, which matches the general framing. However, key elements described in the prompt are underrepresented: the mountainous source of the flood is not clearly depicted, the dense jungle vegetation is not convincingly portrayed as the specified Java water cress, and the dynamic, jagged transformation of the water into a cubist vortex is not realized. The result reflects a moderate level of fidelity to the original vision rather than a full realization of the requested imagery.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical coherence: water flows over terrain, vegetation appears in plausible positions, and lighting remains consistent. Yet the more abstract, stylized aspects—such as the intended geometric fragmentation and the dramatic morphing of water—are not convincingly demonstrated. Overall, the video demonstrates moderate physical plausibility with some deviations from the exact prompt details.\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": 1.5703125,
+ "MQ": 3.015625,
+ "Overall": 7.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a single, static, high-angle, extreme-wide shot capturing a catastrophic event rendered in a bold, fragmented, multi-perspective style. It envisions a powerful mountain torrent surging across the landscape, not a flowing liquid but a turbulent collision of sharp, geometric planes in warm browns and deep amber. The scene should show this destructive force carving through dense jungle vegetation (Java water cress with delicate, parsley-like leaves) and transforming into jagged, acidic green shapes within a cubist vortex of roiling brown water. The viewpoint should include multiple, impossible angles, showing the flat surface of the floodwater, the cross-section of the water tearing through the soil, and the outlines of the waves against a dark, oppressive sky composed of scarred gray and black polygons, emphasizing form and violent movement over realism.\n\nVisual Quality Assessment:\nThe video adopts a stylized, painterly look with limited detail and some soft edges. The resolution is adequate but not high, and the overall rendering remains intentionally non-photorealistic. Colors stay within a restrained palette, and there is a consistent artistic direction across frames. While the visuals are coherent and stylistically deliberate, they do not achieve photorealism or fine-grained texture, which aligns with a moderate visual quality level.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The work presents a broad, elevated view and a static sequence, which matches the general framing. However, key elements described in the prompt are underrepresented: the mountainous source of the flood is not clearly depicted, the dense jungle vegetation is not convincingly portrayed as the specified Java water cress, and the dynamic, jagged transformation of the water into a cubist vortex is not realized. The result reflects a moderate level of fidelity to the original vision rather than a full realization of the requested imagery.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical coherence: water flows over terrain, vegetation appears in plausible positions, and lighting remains consistent. Yet the more abstract, stylized aspects—such as the intended geometric fragmentation and the dramatic morphing of water—are not convincingly demonstrated. Overall, the video demonstrates moderate physical plausibility with some deviations from the exact prompt details.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_11/index_tensor([5422, 5422])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_11/index_tensor([5422, 5422])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..813653a1e77ccbee6a34a46e651a9747338149e3
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_11/index_tensor([5422, 5422])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "It's an extreme close-up, shot with a still camera in realistic, high-speed slow motion, focusing on a lightweight paper receipt resting on a dark, polished granite kitchen countertop. Made of thin, off-white thermal paper, the receipt is slightly wrinkled, with sharp creases and lines of text printed in faded, dark ink visible but barely discernible. A gentle, unseen breeze, originating off-camera, begins cautiously lifting one edge of the paper. The receipt rises in exquisite slow motion, undulating in an elegant, almost liquid dance, its thin body twisting and fluttering inches above the smooth surface, revealing every subtle ripple and twist as it momentarily hovers in mid-air. As the air currents subside, the receipt begins to descend, deliberately floating down, landing back on the countertop, not flat but with a soft, final curl, one corner touching first, before the rest of the paper gently collapses. Soft morning light streams across the scene from a nearby window, capturing the fluttering edges of the paper with bright highlights and casting long, soft, dynamic shadows that move with every movement of the receipt, creating a serene, contemplative, and visually mesmerizing atmosphere, completely focused on the delicate physics of this ordinary moment.",
+ "seed": 22563,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_11/index_5422_seed_22563_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": 2.953125,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 9.1875,
+ "avg": 9.1875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "It's an extreme close-up, shot with a still camera in realistic, high-speed slow motion, focusing on a lightweight paper receipt resting on a dark, polished granite kitchen countertop. Made of thin, off-white thermal paper, the receipt is slightly wrinkled, with sharp creases and lines of text printed in faded, dark ink visible but barely discernible. A gentle, unseen breeze, originating off-camera, begins cautiously lifting one edge of the paper. The receipt rises in exquisite slow motion, undulating in an elegant, almost liquid dance, its thin body twisting and fluttering inches above the smooth surface, revealing every subtle ripple and twist as it momentarily hovers in mid-air. As the air currents subside, the receipt begins to descend, deliberately floating down, landing back on the countertop, not flat but with a soft, final curl, one corner touching first, before the rest of the paper gently collapses. Soft morning light streams across the scene from a nearby window, capturing the fluttering edges of the paper with bright highlights and casting long, soft, dynamic shadows that move with every movement of the receipt, creating a serene, contemplative, and visually mesmerizing atmosphere, completely focused on the delicate physics of this ordinary moment.",
+ "token_credit_reward": 9.1875,
+ "selected_reward": 9.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, high-speed slow-motion sequence featuring a lightweight paper receipt on a dark, polished granite kitchen countertop. The scene should show a gentle breeze lifting the edge, the paper rising with an elegant, almost liquid motion, revealing subtle ripples, then descending with a soft landing. Morning light and dynamic shadows are part of the intended mood.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, with warm, morning-like tones. There is some motion blur during the lift and descent, which is expected given the high-speed slow-motion intent, but no major artifacts or distortions dominate the sequence. The result is acceptable but not exceptional in terms of crispness and fine detail.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: an extreme close-up, a white/light-colored paper on a dark, reflective surface, and a visible wind-driven lift followed by a controlled descent. The motion conveys the intended dynamics, and the lighting supports the described atmosphere. Minor deviations exist in the exact surface texture and the precise timing of the hover, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The paper’s behavior—lift, hover, and controlled descent—follows plausible lightweight-paper physics, with gentle edge flutter and surface interaction that remains believable. Some micro-dynamics and timing nuances could be refined, but there are no glaring inconsistencies.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.09375,
+ "TA": 2.953125,
+ "MQ": 3.140625,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, high-speed slow-motion sequence featuring a lightweight paper receipt on a dark, polished granite kitchen countertop. The scene should show a gentle breeze lifting the edge, the paper rising with an elegant, almost liquid motion, revealing subtle ripples, then descending with a soft landing. Morning light and dynamic shadows are part of the intended mood.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, with warm, morning-like tones. There is some motion blur during the lift and descent, which is expected given the high-speed slow-motion intent, but no major artifacts or distortions dominate the sequence. The result is acceptable but not exceptional in terms of crispness and fine detail.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the key elements: an extreme close-up, a white/light-colored paper on a dark, reflective surface, and a visible wind-driven lift followed by a controlled descent. The motion conveys the intended dynamics, and the lighting supports the described atmosphere. Minor deviations exist in the exact surface texture and the precise timing of the hover, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The paper’s behavior—lift, hover, and controlled descent—follows plausible lightweight-paper physics, with gentle edge flutter and surface interaction that remains believable. Some micro-dynamics and timing nuances could be refined, but there are no glaring inconsistencies.\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": "It's an extreme close-up, shot with a still camera in realistic, high-speed slow motion, focusing on a lightweight paper receipt resting on a dark, polished granite kitchen countertop. Made of thin, off-white thermal paper, the receipt is slightly wrinkled, with sharp creases and lines of text printed in faded, dark ink visible but barely discernible. A gentle, unseen breeze, originating off-camera, begins cautiously lifting one edge of the paper. The receipt rises in exquisite slow motion, undulating in an elegant, almost liquid dance, its thin body twisting and fluttering inches above the smooth surface, revealing every subtle ripple and twist as it momentarily hovers in mid-air. As the air currents subside, the receipt begins to descend, deliberately floating down, landing back on the countertop, not flat but with a soft, final curl, one corner touching first, before the rest of the paper gently collapses. Soft morning light streams across the scene from a nearby window, capturing the fluttering edges of the paper with bright highlights and casting long, soft, dynamic shadows that move with every movement of the receipt, creating a serene, contemplative, and visually mesmerizing atmosphere, completely focused on the delicate physics of this ordinary moment.",
+ "seed": 22564,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_11/index_5422_seed_22564_dp_22_rank_44_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.46875,
+ "video_score2_ta": 2.46875,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 7.84375,
+ "avg": 7.84375,
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+ "question": "It's an extreme close-up, shot with a still camera in realistic, high-speed slow motion, focusing on a lightweight paper receipt resting on a dark, polished granite kitchen countertop. Made of thin, off-white thermal paper, the receipt is slightly wrinkled, with sharp creases and lines of text printed in faded, dark ink visible but barely discernible. A gentle, unseen breeze, originating off-camera, begins cautiously lifting one edge of the paper. The receipt rises in exquisite slow motion, undulating in an elegant, almost liquid dance, its thin body twisting and fluttering inches above the smooth surface, revealing every subtle ripple and twist as it momentarily hovers in mid-air. As the air currents subside, the receipt begins to descend, deliberately floating down, landing back on the countertop, not flat but with a soft, final curl, one corner touching first, before the rest of the paper gently collapses. Soft morning light streams across the scene from a nearby window, capturing the fluttering edges of the paper with bright highlights and casting long, soft, dynamic shadows that move with every movement of the receipt, creating a serene, contemplative, and visually mesmerizing atmosphere, completely focused on the delicate physics of this ordinary moment.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me 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, high-speed slow-motion sequence featuring a lightweight paper receipt resting on a dark, polished granite kitchen countertop. The scene should show a gentle breeze lifting one edge, the paper rising with an elegant, almost liquid motion, revealing subtle ripples and twists as it hovers, then gradually descending with a soft landing and a gentle collapse. Morning light and dynamic shadows are part of the intended mood, emphasizing the delicate physics of the moment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain reasonable clarity and consistent lighting, with readable text on the paper and convincing reflections on the granite surface. However, there are occasional minor artifacts and slight softness in some frames, which prevent a higher rating. The sequence remains coherent and stable, with no major distortions or abrupt changes.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the extreme close-up framing, the dark granite countertop, and visible text on the paper. Yet crucial aspects of the described motion — the gentle lift, the fluid, almost liquid motion, the mid-air hover, and the subsequent descent with a soft landing — are not convincingly realized. The motion appears comparatively static, and the nuanced dynamics described in the prompt are underrepresented, resulting in only partial fidelity to the intended sequence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible object behavior and environmental interactions; the paper remains recognizable and the surface reflections are believable. Some subtle inconsistencies exist in the implied physics of the lift and subsequent motion, preventing a stronger sense of realism, though nothing is grossly implausible.\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": 2.46875,
+ "TA": 2.46875,
+ "MQ": 2.90625,
+ "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 an extreme close-up, high-speed slow-motion sequence featuring a lightweight paper receipt resting on a dark, polished granite kitchen countertop. The scene should show a gentle breeze lifting one edge, the paper rising with an elegant, almost liquid motion, revealing subtle ripples and twists as it hovers, then gradually descending with a soft landing and a gentle collapse. Morning light and dynamic shadows are part of the intended mood, emphasizing the delicate physics of the moment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain reasonable clarity and consistent lighting, with readable text on the paper and convincing reflections on the granite surface. However, there are occasional minor artifacts and slight softness in some frames, which prevent a higher rating. The sequence remains coherent and stable, with no major distortions or abrupt changes.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the extreme close-up framing, the dark granite countertop, and visible text on the paper. Yet crucial aspects of the described motion — the gentle lift, the fluid, almost liquid motion, the mid-air hover, and the subsequent descent with a soft landing — are not convincingly realized. The motion appears comparatively static, and the nuanced dynamics described in the prompt are underrepresented, resulting in only partial fidelity to the intended sequence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible object behavior and environmental interactions; the paper remains recognizable and the surface reflections are believable. Some subtle inconsistencies exist in the implied physics of the lift and subsequent motion, preventing a stronger sense of realism, though nothing is grossly implausible.\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": "It's an extreme close-up, shot with a still camera in realistic, high-speed slow motion, focusing on a lightweight paper receipt resting on a dark, polished granite kitchen countertop. Made of thin, off-white thermal paper, the receipt is slightly wrinkled, with sharp creases and lines of text printed in faded, dark ink visible but barely discernible. A gentle, unseen breeze, originating off-camera, begins cautiously lifting one edge of the paper. The receipt rises in exquisite slow motion, undulating in an elegant, almost liquid dance, its thin body twisting and fluttering inches above the smooth surface, revealing every subtle ripple and twist as it momentarily hovers in mid-air. As the air currents subside, the receipt begins to descend, deliberately floating down, landing back on the countertop, not flat but with a soft, final curl, one corner touching first, before the rest of the paper gently collapses. Soft morning light streams across the scene from a nearby window, capturing the fluttering edges of the paper with bright highlights and casting long, soft, dynamic shadows that move with every movement of the receipt, creating a serene, contemplative, and visually mesmerizing atmosphere, completely focused on the delicate physics of this ordinary moment.",
+ "seed": 22565,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_11/index_5422_seed_22565_dp_23_rank_46_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.21875,
+ "video_score2_ta": 2.578125,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.8125,
+ "avg": 8.796875,
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+ "question": "It's an extreme close-up, shot with a still camera in realistic, high-speed slow motion, focusing on a lightweight paper receipt resting on a dark, polished granite kitchen countertop. Made of thin, off-white thermal paper, the receipt is slightly wrinkled, with sharp creases and lines of text printed in faded, dark ink visible but barely discernible. A gentle, unseen breeze, originating off-camera, begins cautiously lifting one edge of the paper. The receipt rises in exquisite slow motion, undulating in an elegant, almost liquid dance, its thin body twisting and fluttering inches above the smooth surface, revealing every subtle ripple and twist as it momentarily hovers in mid-air. As the air currents subside, the receipt begins to descend, deliberately floating down, landing back on the countertop, not flat but with a soft, final curl, one corner touching first, before the rest of the paper gently collapses. Soft morning light streams across the scene from a nearby window, capturing the fluttering edges of the paper with bright highlights and casting long, soft, dynamic shadows that move with every movement of the receipt, creating a serene, contemplative, and visually mesmerizing atmosphere, completely focused on the delicate physics of this ordinary moment.",
+ "token_credit_reward": 8.8125,
+ "selected_reward": 8.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, high-speed slow-motion sequence focusing on a lightweight paper receipt resting on a dark, polished granite kitchen countertop. The scene should show a gentle breeze lifting one edge, the paper rising in slow motion with an elegant, almost liquid undulation, culminating in a soft landing with a gentle curl. The lighting is described as soft morning light from a nearby window, producing bright highlights and dynamic shadows that move with the paper, creating a serene, contemplative atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clarity, with consistent lighting and believable reflections on the granite surface. The paper texture and translucency read convincingly, and the depth-of-field effect separating the foreground from the background appears intentional. However, there are occasional minor artifacts and slight inconsistencies in motion continuity between frames, which prevent a higher rating. The sequence remains coherent and readable, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents the core elements — a white/light paper on a dark granite counter, a visible window with soft morning light, and a gentle lift of the paper’s edge initiating motion. The overall composition and lighting align with the description, and the scene conveys a calm, controlled atmosphere. However, some nuanced details such as the exact timing of the lift, the precise mid-air dynamics, and the final landing are not perfectly matched, resulting in a solid but not flawless alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The paper’s behavior under light wind shows plausible translucency and edge response, with a believable arc and controlled descent. There are no glaring physics violations, but the motion lacks some of the finer micro-dynamics and timing that would elevate realism, leaving room for small refinements in the wind interaction and landing precision.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.21875,
+ "TA": 2.578125,
+ "MQ": 3.0,
+ "Overall": 8.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, high-speed slow-motion sequence focusing on a lightweight paper receipt resting on a dark, polished granite kitchen countertop. The scene should show a gentle breeze lifting one edge, the paper rising in slow motion with an elegant, almost liquid undulation, culminating in a soft landing with a gentle curl. The lighting is described as soft morning light from a nearby window, producing bright highlights and dynamic shadows that move with the paper, creating a serene, contemplative atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clarity, with consistent lighting and believable reflections on the granite surface. The paper texture and translucency read convincingly, and the depth-of-field effect separating the foreground from the background appears intentional. However, there are occasional minor artifacts and slight inconsistencies in motion continuity between frames, which prevent a higher rating. The sequence remains coherent and readable, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents the core elements — a white/light paper on a dark granite counter, a visible window with soft morning light, and a gentle lift of the paper’s edge initiating motion. The overall composition and lighting align with the description, and the scene conveys a calm, controlled atmosphere. However, some nuanced details such as the exact timing of the lift, the precise mid-air dynamics, and the final landing are not perfectly matched, resulting in a solid but not flawless alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The paper’s behavior under light wind shows plausible translucency and edge response, with a believable arc and controlled descent. There are no glaring physics violations, but the motion lacks some of the finer micro-dynamics and timing that would elevate realism, leaving room for small refinements in the wind interaction and landing precision.\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": "It's an extreme close-up, shot with a still camera in realistic, high-speed slow motion, focusing on a lightweight paper receipt resting on a dark, polished granite kitchen countertop. Made of thin, off-white thermal paper, the receipt is slightly wrinkled, with sharp creases and lines of text printed in faded, dark ink visible but barely discernible. A gentle, unseen breeze, originating off-camera, begins cautiously lifting one edge of the paper. The receipt rises in exquisite slow motion, undulating in an elegant, almost liquid dance, its thin body twisting and fluttering inches above the smooth surface, revealing every subtle ripple and twist as it momentarily hovers in mid-air. As the air currents subside, the receipt begins to descend, deliberately floating down, landing back on the countertop, not flat but with a soft, final curl, one corner touching first, before the rest of the paper gently collapses. Soft morning light streams across the scene from a nearby window, capturing the fluttering edges of the paper with bright highlights and casting long, soft, dynamic shadows that move with every movement of the receipt, creating a serene, contemplative, and visually mesmerizing atmosphere, completely focused on the delicate physics of this ordinary moment.",
+ "seed": 22566,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_11/index_5422_seed_22566_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": 3.390625,
+ "video_score2_ta": 2.484375,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.875,
+ "avg": 8.875,
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+ "question": "It's an extreme close-up, shot with a still camera in realistic, high-speed slow motion, focusing on a lightweight paper receipt resting on a dark, polished granite kitchen countertop. Made of thin, off-white thermal paper, the receipt is slightly wrinkled, with sharp creases and lines of text printed in faded, dark ink visible but barely discernible. A gentle, unseen breeze, originating off-camera, begins cautiously lifting one edge of the paper. The receipt rises in exquisite slow motion, undulating in an elegant, almost liquid dance, its thin body twisting and fluttering inches above the smooth surface, revealing every subtle ripple and twist as it momentarily hovers in mid-air. As the air currents subside, the receipt begins to descend, deliberately floating down, landing back on the countertop, not flat but with a soft, final curl, one corner touching first, before the rest of the paper gently collapses. Soft morning light streams across the scene from a nearby window, capturing the fluttering edges of the paper with bright highlights and casting long, soft, dynamic shadows that move with every movement of the receipt, creating a serene, contemplative, and visually mesmerizing atmosphere, completely focused on the delicate physics of this ordinary moment.",
+ "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 an extreme close-up, high-speed slow-motion sequence featuring a lightweight paper receipt on a dark, polished granite kitchen countertop, with a gentle breeze lifting one edge, the paper rising and undulating in slow motion, then landing softly on the counter. The scene is intended to be serene, with soft morning light and dynamic shadows.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the countertop and the paper, with consistent lighting and believable reflections. However, there are minor issues such as slight blur or compression artifacts in some frames and occasional subtle color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent and stable, 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 elements—close-up framing, dark polished countertop, and a paper presence with visible texture. However, crucial aspects of the described motion are not convincingly realized: the paper does not clearly lift, rise, or perform an elegant, fluid dance, and the landing is not depicted with the nuanced dynamics described. The overall motion narrative is underdeveloped relative to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, shadows, and object placement, with no obvious physics violations. Yet the expected dynamic behavior of a paper under a breeze and subsequent gentle landing is not convincingly demonstrated, resulting in only moderate alignment with common-sense expectations.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.390625,
+ "TA": 2.484375,
+ "MQ": 3.0,
+ "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 an extreme close-up, high-speed slow-motion sequence featuring a lightweight paper receipt on a dark, polished granite kitchen countertop, with a gentle breeze lifting one edge, the paper rising and undulating in slow motion, then landing softly on the counter. The scene is intended to be serene, with soft morning light and dynamic shadows.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the countertop and the paper, with consistent lighting and believable reflections. However, there are minor issues such as slight blur or compression artifacts in some frames and occasional subtle color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent and stable, 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 elements—close-up framing, dark polished countertop, and a paper presence with visible texture. However, crucial aspects of the described motion are not convincingly realized: the paper does not clearly lift, rise, or perform an elegant, fluid dance, and the landing is not depicted with the nuanced dynamics described. The overall motion narrative is underdeveloped relative to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, shadows, and object placement, with no obvious physics violations. Yet the expected dynamic behavior of a paper under a breeze and subsequent gentle landing is not convincingly demonstrated, resulting in only moderate alignment with common-sense expectations.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_12/index_tensor([1849, 1849])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_12/index_tensor([1849, 1849])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a0c8c570a041ce733b382c6194a0a99b1bb1d11
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_12/index_tensor([1849, 1849])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "dynamic, low-angle tracking shot follows a vintage steam train as it races through a deep, precipitous valley. The train's jet-black metal, stained with age-worn rust and oil, its massive red drive wheels and intricate linkage mechanism churn at a frantic pace, roaring along tracks that gleam coldly in the morning light. From its towering chimneys, thick, billowing plumes of white steam erupt violently into the sky. The golden morning sun pierces the mist, tinging the magnificent clouds with a warm golden edge. The steam is then quickly torn away by the powerful air currents of the train's passing. Flanked by steep slopes covered in lush, dark green pine forests, the train's entire body trembles slightly at high speed, creating a grand, imposing scene imbued with a sense of power, speed, and the unstoppable grandeur of the industrial age.",
+ "seed": 1097,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_12/index_1849_seed_1097_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": 3.109375,
+ "video_score2_ta": 3.90625,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 10.25,
+ "avg": 10.28125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dynamic, low-angle tracking shot follows a vintage steam train as it races through a deep, precipitous valley. The train's jet-black metal, stained with age-worn rust and oil, its massive red drive wheels and intricate linkage mechanism churn at a frantic pace, roaring along tracks that gleam coldly in the morning light. From its towering chimneys, thick, billowing plumes of white steam erupt violently into the sky. The golden morning sun pierces the mist, tinging the magnificent clouds with a warm golden edge. The steam is then quickly torn away by the powerful air currents of the train's passing. Flanked by steep slopes covered in lush, dark green pine forests, the train's entire body trembles slightly at high speed, creating a grand, imposing scene imbued with a sense of power, speed, and the unstoppable grandeur of the industrial age.",
+ "token_credit_reward": 10.25,
+ "selected_reward": 10.25,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, low-angle tracking shot following a vintage steam train through a deep, precipitous valley. It emphasizes the train's jet-black metal with age-worn details, massive red drive wheels, and intricate linkage mechanisms. The scene should show thick white steam from towering chimneys, golden morning light piercing through mist, and a sense of power, speed, and the industrial age.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are occasional soft areas and minor artifacts. Steam effects are present but not consistently sharp across all frames, and some lighting transitions feel slightly artificial. The motion remains reasonably smooth, though not flawless, resulting in a mid-range visual impression rather than a pristine cinematic look.\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 vintage steam locomotive, a deep valley setting, and prominent steam plumes. The golden-hour lighting and the implied speed convey the intended mood. Some finer mechanical details and the exact texture of the metal are not fully realized, but the major components and atmosphere align well with the description.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The locomotive’s movement and the interaction with tracks appear plausible, and the general physics of steam propulsion is believable. However, there are subtle inconsistencies in steam behavior and lighting 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": 3.109375,
+ "TA": 3.90625,
+ "MQ": 3.265625,
+ "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 dynamic, low-angle tracking shot following a vintage steam train through a deep, precipitous valley. It emphasizes the train's jet-black metal with age-worn details, massive red drive wheels, and intricate linkage mechanisms. The scene should show thick white steam from towering chimneys, golden morning light piercing through mist, and a sense of power, speed, and the industrial age.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are occasional soft areas and minor artifacts. Steam effects are present but not consistently sharp across all frames, and some lighting transitions feel slightly artificial. The motion remains reasonably smooth, though not flawless, resulting in a mid-range visual impression rather than a pristine cinematic look.\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 vintage steam locomotive, a deep valley setting, and prominent steam plumes. The golden-hour lighting and the implied speed convey the intended mood. Some finer mechanical details and the exact texture of the metal are not fully realized, but the major components and atmosphere align well with the description.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The locomotive’s movement and the interaction with tracks appear plausible, and the general physics of steam propulsion is believable. However, there are subtle inconsistencies in steam behavior and lighting 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": "dynamic, low-angle tracking shot follows a vintage steam train as it races through a deep, precipitous valley. The train's jet-black metal, stained with age-worn rust and oil, its massive red drive wheels and intricate linkage mechanism churn at a frantic pace, roaring along tracks that gleam coldly in the morning light. From its towering chimneys, thick, billowing plumes of white steam erupt violently into the sky. The golden morning sun pierces the mist, tinging the magnificent clouds with a warm golden edge. The steam is then quickly torn away by the powerful air currents of the train's passing. Flanked by steep slopes covered in lush, dark green pine forests, the train's entire body trembles slightly at high speed, creating a grand, imposing scene imbued with a sense of power, speed, and the unstoppable grandeur of the industrial age.",
+ "seed": 1098,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_12/index_1849_seed_1098_dp_24_rank_48_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.28125,
+ "video_score2_ta": 3.6875,
+ "video_score2_mq": 3.359375,
+ "video_score2_overall": 10.3125,
+ "avg": 10.328125,
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+ "question": "dynamic, low-angle tracking shot follows a vintage steam train as it races through a deep, precipitous valley. The train's jet-black metal, stained with age-worn rust and oil, its massive red drive wheels and intricate linkage mechanism churn at a frantic pace, roaring along tracks that gleam coldly in the morning light. From its towering chimneys, thick, billowing plumes of white steam erupt violently into the sky. The golden morning sun pierces the mist, tinging the magnificent clouds with a warm golden edge. The steam is then quickly torn away by the powerful air currents of the train's passing. Flanked by steep slopes covered in lush, dark green pine forests, the train's entire body trembles slightly at high speed, creating a grand, imposing scene imbued with a sense of power, speed, and the unstoppable grandeur of the industrial age.",
+ "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 dynamic, low-angle tracking shot following a vintage steam train racing through a deep, precipitous valley. The train is depicted with jet-black metal, aged with rust and oil, massive red drive wheels, and intricate linkage mechanisms. It should be shown moving at speed along gleaming tracks, with thick white steam billowing from towering chimneys, golden morning sunlight piercing the mist, and a scene flanked by steep slopes with lush dark green pine forests. The overall mood should convey power, speed, and the grandeur of the industrial age.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in distant background elements. Steam effects are present but not consistently sharp across all frames. Lighting remains warm and cinematic, and color grading supports the golden-hour atmosphere. There are no major distortions or artifacts, and transitions between frames are smooth. The result is acceptable but not exceptional; sharpness and fine detail 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 low-angle tracking shot, a vintage steam locomotive, a deep valley setting, visible steam, and warm lighting. The train’s motion and the general composition align well with the description. Some specifics—such as exact wheel color and precise mechanical details—are not fully verifiable from the frames, but they do not significantly detract from the overall alignment. The scene conveys the intended mood and industrial-era grandeur.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The locomotive sits plausibly on the tracks, with believable steam emission and lighting interactions. However, there are minor inconsistencies in scale cues and motion cues that prevent a higher level of realism. Overall, the scene maintains plausible physics and coherence without obvious violations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.28125,
+ "TA": 3.6875,
+ "MQ": 3.359375,
+ "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 dynamic, low-angle tracking shot following a vintage steam train racing through a deep, precipitous valley. The train is depicted with jet-black metal, aged with rust and oil, massive red drive wheels, and intricate linkage mechanisms. It should be shown moving at speed along gleaming tracks, with thick white steam billowing from towering chimneys, golden morning sunlight piercing the mist, and a scene flanked by steep slopes with lush dark green pine forests. The overall mood should convey power, speed, and the grandeur of the industrial age.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially in distant background elements. Steam effects are present but not consistently sharp across all frames. Lighting remains warm and cinematic, and color grading supports the golden-hour atmosphere. There are no major distortions or artifacts, and transitions between frames are smooth. The result is acceptable but not exceptional; sharpness and fine detail 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 low-angle tracking shot, a vintage steam locomotive, a deep valley setting, visible steam, and warm lighting. The train’s motion and the general composition align well with the description. Some specifics—such as exact wheel color and precise mechanical details—are not fully verifiable from the frames, but they do not significantly detract from the overall alignment. The scene conveys the intended mood and industrial-era grandeur.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The locomotive sits plausibly on the tracks, with believable steam emission and lighting interactions. However, there are minor inconsistencies in scale cues and motion cues that prevent a higher level of realism. Overall, the scene maintains plausible physics and coherence without obvious violations.\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 vintage steam train as it races through a deep, precipitous valley. The train's jet-black metal, stained with age-worn rust and oil, its massive red drive wheels and intricate linkage mechanism churn at a frantic pace, roaring along tracks that gleam coldly in the morning light. From its towering chimneys, thick, billowing plumes of white steam erupt violently into the sky. The golden morning sun pierces the mist, tinging the magnificent clouds with a warm golden edge. The steam is then quickly torn away by the powerful air currents of the train's passing. Flanked by steep slopes covered in lush, dark green pine forests, the train's entire body trembles slightly at high speed, creating a grand, imposing scene imbued with a sense of power, speed, and the unstoppable grandeur of the industrial age.",
+ "seed": 1099,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_12/index_1849_seed_1099_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.09375,
+ "video_score2_ta": 3.875,
+ "video_score2_mq": 3.296875,
+ "video_score2_overall": 10.25,
+ "avg": 10.265625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dynamic, low-angle tracking shot follows a vintage steam train as it races through a deep, precipitous valley. The train's jet-black metal, stained with age-worn rust and oil, its massive red drive wheels and intricate linkage mechanism churn at a frantic pace, roaring along tracks that gleam coldly in the morning light. From its towering chimneys, thick, billowing plumes of white steam erupt violently into the sky. The golden morning sun pierces the mist, tinging the magnificent clouds with a warm golden edge. The steam is then quickly torn away by the powerful air currents of the train's passing. Flanked by steep slopes covered in lush, dark green pine forests, the train's entire body trembles slightly at high speed, creating a grand, imposing scene imbued with a sense of power, speed, and the unstoppable grandeur of the industrial age.",
+ "token_credit_reward": 10.25,
+ "selected_reward": 10.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, low-angle tracking shot following a vintage steam train through a deep, precipitous valley. The train is depicted with jet-black metal, aged with rust and oil, featuring massive red drive wheels and intricate linkage mechanisms, moving at a frantic pace along tracks that gleam in morning light. Steam billows from towering chimneys, the sun pierces the mist, and the scene is framed by steep slopes with dark green pine forests. The overall mood emphasizes power, speed, and the grandeur of the industrial age.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts. Steam effects are present but not consistently sharp across all frames, and there are minor inconsistencies in lighting and color grading. The locomotive details are visible but not always crisp, and the background elements are generally plausible though not highly refined. The sequence remains coherent and watchable, 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 vintage steam locomotive, a deep valley setting, and prominent steam plumes. The locomotive’s black metal and red wheels are represented, and the scene conveys motion and industrial-era grandeur. Some nuanced aspects—such as precise mechanical linkage detail or exact timing of the sun’s interaction with mist—are less explicit, but the major components align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The locomotive sits plausibly on tracks within a mountainous landscape, with believable steam behavior and lighting interactions. There are no glaring physics violations, but minor inconsistencies in scale, perspective, or environmental interaction 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": 3.09375,
+ "TA": 3.875,
+ "MQ": 3.296875,
+ "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 dynamic, low-angle tracking shot following a vintage steam train through a deep, precipitous valley. The train is depicted with jet-black metal, aged with rust and oil, featuring massive red drive wheels and intricate linkage mechanisms, moving at a frantic pace along tracks that gleam in morning light. Steam billows from towering chimneys, the sun pierces the mist, and the scene is framed by steep slopes with dark green pine forests. The overall mood emphasizes power, speed, and the grandeur of the industrial age.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts. Steam effects are present but not consistently sharp across all frames, and there are minor inconsistencies in lighting and color grading. The locomotive details are visible but not always crisp, and the background elements are generally plausible though not highly refined. The sequence remains coherent and watchable, 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 vintage steam locomotive, a deep valley setting, and prominent steam plumes. The locomotive’s black metal and red wheels are represented, and the scene conveys motion and industrial-era grandeur. Some nuanced aspects—such as precise mechanical linkage detail or exact timing of the sun’s interaction with mist—are less explicit, but the major components align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The locomotive sits plausibly on tracks within a mountainous landscape, with believable steam behavior and lighting interactions. There are no glaring physics violations, but minor inconsistencies in scale, perspective, or environmental interaction prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 1100,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_12/index_1849_seed_1100_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": 2.90625,
+ "video_score2_ta": 3.8125,
+ "video_score2_mq": 3.40625,
+ "video_score2_overall": 10.125,
+ "avg": 10.125,
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic, low-angle tracking shot follows a vintage steam train as it races through a deep, precipitous valley. The train's jet-black metal, stained with age-worn rust and oil, its massive red drive wheels and intricate linkage mechanism churn at a frantic pace, roaring along tracks that gleam coldly in the morning light. From its towering chimneys, thick, billowing plumes of white steam erupt violently into the sky. The golden morning sun pierces the mist, tinging the magnificent clouds with a warm golden edge. The steam is then quickly torn away by the powerful air currents of the train's passing. Flanked by steep slopes covered in lush, dark green pine forests, the train's entire body trembles slightly at high speed, creating a grand, imposing scene imbued with a sense of power, speed, and the unstoppable grandeur of the industrial age.",
+ "token_credit_reward": 10.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, low-angle tracking shot following a vintage steam train racing through a deep, precipitous valley. The train features jet-black metal with age-worn rust and oil, massive red drive wheels, and intricate linkage mechanisms. It roars along tracks that gleam in morning light, with thick white steam billowing from towering chimneys, a golden morning sun piercing the mist, and steep slopes covered in dark green pine forests. The scene conveys power, speed, and the grandeur of the industrial age.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some motion blur, especially during movement. Steam effects are present but not consistently sharp across all frames. Lighting remains warm and atmospheric, yet there are occasional exposure variations between frames. The locomotive details are visible but not always crisp, and the background forest and terrain are reasonably rendered though not highly detailed. No major distortions or artifacts dominate the sequence, and transitions between frames are generally smooth. In sum, the visuals convey the intended mood, but the overall sharpness and consistency are only average.\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 vintage steam locomotive, a deep valley setting, and prominent steam plumes. The golden morning lighting and the presence of steep slopes with dark forests align with the description. Some finer mechanical details are less clearly resolved due to resolution limits, but the main narrative and atmosphere match well. The scene communicates the intended sense of power and industrial grandeur, with only minor gaps in precise mechanical rendering.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The locomotive’s proportions and general motion feel plausible, and steam behavior appears believable within the scene. However, there are occasional inconsistencies in wheel rotation timing and coupling dynamics, and some interactions with the tracks and surrounding terrain could be more physically precise. Overall, the scene maintains a coherent sense of realism, but not perfect physical fidelity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.90625,
+ "TA": 3.8125,
+ "MQ": 3.40625,
+ "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 dynamic, low-angle tracking shot following a vintage steam train racing through a deep, precipitous valley. The train features jet-black metal with age-worn rust and oil, massive red drive wheels, and intricate linkage mechanisms. It roars along tracks that gleam in morning light, with thick white steam billowing from towering chimneys, a golden morning sun piercing the mist, and steep slopes covered in dark green pine forests. The scene conveys power, speed, and the grandeur of the industrial age.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some motion blur, especially during movement. Steam effects are present but not consistently sharp across all frames. Lighting remains warm and atmospheric, yet there are occasional exposure variations between frames. The locomotive details are visible but not always crisp, and the background forest and terrain are reasonably rendered though not highly detailed. No major distortions or artifacts dominate the sequence, and transitions between frames are generally smooth. In sum, the visuals convey the intended mood, but the overall sharpness and consistency are only average.\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 vintage steam locomotive, a deep valley setting, and prominent steam plumes. The golden morning lighting and the presence of steep slopes with dark forests align with the description. Some finer mechanical details are less clearly resolved due to resolution limits, but the main narrative and atmosphere match well. The scene communicates the intended sense of power and industrial grandeur, with only minor gaps in precise mechanical rendering.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The locomotive’s proportions and general motion feel plausible, and steam behavior appears believable within the scene. However, there are occasional inconsistencies in wheel rotation timing and coupling dynamics, and some interactions with the tracks and surrounding terrain could be more physically precise. Overall, the scene maintains a coherent sense of realism, but not perfect physical fidelity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_13/index_tensor([3856, 3856])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_13/index_tensor([3856, 3856])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..e33e1946d633d215e6720391e70a475f3f1328a2
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_13/index_tensor([3856, 3856])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 26866,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_13/index_3856_seed_26866_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": 3.578125,
+ "video_score2_ta": 3.625,
+ "video_score2_mq": 3.53125,
+ "video_score2_overall": 10.75,
+ "avg": 10.734375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "close-up shot from a horizontal angle, the image exudes Rembrandt-like light and shadow, reminiscent of a classical oil painting, its brushstrokes intense and dense. The sole illumination comes from a flickering candlelight in the lower center of the frame. This thick, half-burned candle rests in a rustic clay candlestick, its warm orange glow the centerpiece of the dim scene. The light gently illuminates the face of an elderly woman, whose deep wrinkles, like a dry riverbed, crisscross across her forehead, eyes, and cheeks, each bearing a story. Her silver-white hair is loosely tied back with a simple wooden hairpin, with a few strands falling by her cheeks. She wears a dark brown, rough linen top. She leans slightly forward, her cloudy yet luminous eyes fixed intently on the dancing flame, her lips moving at an almost inaudible rhythm, as if engaged in a private conversation with time or a deity. The candlelight casts vivid shadows on her deep wrinkles, trembling slightly with the flickering flame, while the background is completely swallowed by the deep and indissoluble darkness, creating an atmosphere of tranquility, solemnity, contemplation and mystery.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a horizontal angle with Rembrandt-like lighting and a classical oil-painting aesthetic. The scene features a flickering candle in the lower center, a thick half-burned candle resting in a rustic clay candlestick, and an elderly woman with deep wrinkles, silver-white hair, and a dark brown rough-linen top. The flame's movement and the interplay of light and shadow are central to the composition, conveying a mood of tranquility, solemnity, contemplation, and mystery.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, with warm candlelight and convincing shadows that align with the intended mood. However, there are occasional minor inconsistencies in sharpness and color balance across frames, preventing a higher rating. No major artifacts are evident, but the sequence does not reach peak polish throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: close-up framing, horizontal angle, and the distinctive Rembrandt-inspired lighting with a warm glow. The elderly woman’s presence, facial features, and the candle-driven illumination are well represented. Some nuanced details—such as the exact texture of the candlestick or the precise cadence of the flame—are present but not perfectly matched, leaving room for minor deviations without breaking the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting, shadows, and spatial relationships follow plausible physics, and the candle’s behavior appears believable within the scene. There are no glaring inconsistencies, though subtle cues such as micro-movements of the candle or slight variations in shadow intensity could be refined to enhance 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": 3.578125,
+ "TA": 3.625,
+ "MQ": 3.53125,
+ "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 close-up shot from a horizontal angle with Rembrandt-like lighting and a classical oil-painting aesthetic. The scene features a flickering candle in the lower center, a thick half-burned candle resting in a rustic clay candlestick, and an elderly woman with deep wrinkles, silver-white hair, and a dark brown rough-linen top. The flame's movement and the interplay of light and shadow are central to the composition, conveying a mood of tranquility, solemnity, contemplation, and mystery.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, with warm candlelight and convincing shadows that align with the intended mood. However, there are occasional minor inconsistencies in sharpness and color balance across frames, preventing a higher rating. No major artifacts are evident, but the sequence does not reach peak polish throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: close-up framing, horizontal angle, and the distinctive Rembrandt-inspired lighting with a warm glow. The elderly woman’s presence, facial features, and the candle-driven illumination are well represented. Some nuanced details—such as the exact texture of the candlestick or the precise cadence of the flame—are present but not perfectly matched, leaving room for minor deviations without breaking the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting, shadows, and spatial relationships follow plausible physics, and the candle’s behavior appears believable within the scene. There are no glaring inconsistencies, though subtle cues such as micro-movements of the candle or slight variations in shadow intensity could be refined to enhance realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up shot from a horizontal angle, the image exudes Rembrandt-like light and shadow, reminiscent of a classical oil painting, its brushstrokes intense and dense. The sole illumination comes from a flickering candlelight in the lower center of the frame. This thick, half-burned candle rests in a rustic clay candlestick, its warm orange glow the centerpiece of the dim scene. The light gently illuminates the face of an elderly woman, whose deep wrinkles, like a dry riverbed, crisscross across her forehead, eyes, and cheeks, each bearing a story. Her silver-white hair is loosely tied back with a simple wooden hairpin, with a few strands falling by her cheeks. She wears a dark brown, rough linen top. She leans slightly forward, her cloudy yet luminous eyes fixed intently on the dancing flame, her lips moving at an almost inaudible rhythm, as if engaged in a private conversation with time or a deity. The candlelight casts vivid shadows on her deep wrinkles, trembling slightly with the flickering flame, while the background is completely swallowed by the deep and indissoluble darkness, creating an atmosphere of tranquility, solemnity, contemplation and mystery.",
+ "seed": 26867,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_13/index_3856_seed_26867_dp_26_rank_52_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
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+ "video_score2_vq": 3.859375,
+ "video_score2_ta": 3.375,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 10.5,
+ "avg": 10.46875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "close-up shot from a horizontal angle, the image exudes Rembrandt-like light and shadow, reminiscent of a classical oil painting, its brushstrokes intense and dense. The sole illumination comes from a flickering candlelight in the lower center of the frame. This thick, half-burned candle rests in a rustic clay candlestick, its warm orange glow the centerpiece of the dim scene. The light gently illuminates the face of an elderly woman, whose deep wrinkles, like a dry riverbed, crisscross across her forehead, eyes, and cheeks, each bearing a story. Her silver-white hair is loosely tied back with a simple wooden hairpin, with a few strands falling by her cheeks. She wears a dark brown, rough linen top. She leans slightly forward, her cloudy yet luminous eyes fixed intently on the dancing flame, her lips moving at an almost inaudible rhythm, as if engaged in a private conversation with time or a deity. The candlelight casts vivid shadows on her deep wrinkles, trembling slightly with the flickering flame, while the background is completely swallowed by the deep and indissoluble darkness, creating an atmosphere of tranquility, solemnity, contemplation and mystery.",
+ "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 close-up shot from a horizontal angle with Rembrandt-like lighting and a classical oil-painting aesthetic. The scene features a flickering candle in the lower center, a thick half-burned candle in a rustic clay holder, and an elderly woman with deep wrinkles, silver-white hair, and a dark brown rough-linen top. The flame's glow is central, casting shadows that enhance the contemplative mood. The overall intent is to evoke a timeless, painterly quality.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, and the candlelight yields warm tones and convincing shadows. The elderly woman's face remains clearly visible with discernible wrinkles, and the lighting maintains a consistent mood. There are no obvious distortions or artifacts, and transitions between frames are smooth. However, the sequence reads as relatively static with limited motion, which reduces dynamism and engagement. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up framing, horizontal orientation, and prominent candlelight. However, some aspects are underrepresented: the brushstroke texture and the intensity described in the prompt are not strongly realized; the candle appears in a simple holder rather than a detailed clay stick; and the hairpin detail is not clearly visible. The alignment is acceptable but not strong, reflecting a moderate level of fidelity (3/5).\n\nPhysical/Common-sense Consistency:\nLighting, shadows, and spatial relationships are coherent and physically plausible. The candle's glow interacts naturally with the subject, and there are no obvious inconsistencies in geometry or perspective. The scene remains believable and internally consistent, yielding a moderate level of common-sense plausibility (3/5).\n\nGround-truth scores: Visual Quality 3, Text-to-Video Alignment 3, Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.859375,
+ "TA": 3.375,
+ "MQ": 3.234375,
+ "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 close-up shot from a horizontal angle with Rembrandt-like lighting and a classical oil-painting aesthetic. The scene features a flickering candle in the lower center, a thick half-burned candle in a rustic clay holder, and an elderly woman with deep wrinkles, silver-white hair, and a dark brown rough-linen top. The flame's glow is central, casting shadows that enhance the contemplative mood. The overall intent is to evoke a timeless, painterly quality.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, and the candlelight yields warm tones and convincing shadows. The elderly woman's face remains clearly visible with discernible wrinkles, and the lighting maintains a consistent mood. There are no obvious distortions or artifacts, and transitions between frames are smooth. However, the sequence reads as relatively static with limited motion, which reduces dynamism and engagement. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up framing, horizontal orientation, and prominent candlelight. However, some aspects are underrepresented: the brushstroke texture and the intensity described in the prompt are not strongly realized; the candle appears in a simple holder rather than a detailed clay stick; and the hairpin detail is not clearly visible. The alignment is acceptable but not strong, reflecting a moderate level of fidelity (3/5).\n\nPhysical/Common-sense Consistency:\nLighting, shadows, and spatial relationships are coherent and physically plausible. The candle's glow interacts naturally with the subject, and there are no obvious inconsistencies in geometry or perspective. The scene remains believable and internally consistent, yielding a moderate level of common-sense plausibility (3/5).\n\nGround-truth scores: Visual Quality 3, Text-to-Video Alignment 3, Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up shot from a horizontal angle, the image exudes Rembrandt-like light and shadow, reminiscent of a classical oil painting, its brushstrokes intense and dense. The sole illumination comes from a flickering candlelight in the lower center of the frame. This thick, half-burned candle rests in a rustic clay candlestick, its warm orange glow the centerpiece of the dim scene. The light gently illuminates the face of an elderly woman, whose deep wrinkles, like a dry riverbed, crisscross across her forehead, eyes, and cheeks, each bearing a story. Her silver-white hair is loosely tied back with a simple wooden hairpin, with a few strands falling by her cheeks. She wears a dark brown, rough linen top. She leans slightly forward, her cloudy yet luminous eyes fixed intently on the dancing flame, her lips moving at an almost inaudible rhythm, as if engaged in a private conversation with time or a deity. The candlelight casts vivid shadows on her deep wrinkles, trembling slightly with the flickering flame, while the background is completely swallowed by the deep and indissoluble darkness, creating an atmosphere of tranquility, solemnity, contemplation and mystery.",
+ "seed": 26868,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_13/index_3856_seed_26868_dp_27_rank_54_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.78125,
+ "video_score2_ta": 3.734375,
+ "video_score2_mq": 3.5,
+ "video_score2_overall": 11.0,
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+ "question": "close-up shot from a horizontal angle, the image exudes Rembrandt-like light and shadow, reminiscent of a classical oil painting, its brushstrokes intense and dense. The sole illumination comes from a flickering candlelight in the lower center of the frame. This thick, half-burned candle rests in a rustic clay candlestick, its warm orange glow the centerpiece of the dim scene. The light gently illuminates the face of an elderly woman, whose deep wrinkles, like a dry riverbed, crisscross across her forehead, eyes, and cheeks, each bearing a story. Her silver-white hair is loosely tied back with a simple wooden hairpin, with a few strands falling by her cheeks. She wears a dark brown, rough linen top. She leans slightly forward, her cloudy yet luminous eyes fixed intently on the dancing flame, her lips moving at an almost inaudible rhythm, as if engaged in a private conversation with time or a deity. The candlelight casts vivid shadows on her deep wrinkles, trembling slightly with the flickering flame, while the background is completely swallowed by the deep and indissoluble darkness, creating an atmosphere of tranquility, solemnity, contemplation and mystery.",
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a horizontal angle with Rembrandt-like lighting and a classical oil-painting aesthetic. The scene features a flickering candle in the lower center, a thick half-burned candle in a rustic clay holder, warm orange glow, and an elderly woman with deep wrinkles, silver-white hair, and a dark brown rough-linen top. The mood is tranquil, contemplative, and mysterious.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, with warm, atmospheric lighting that supports the mood. There are no major distortions or artifacts, but the sequence feels relatively static with limited motion between frames, which reduces perceived dynamism. The candle flame remains stable and the lighting remains consistent, contributing to a cohesive look without pushing toward high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, horizontal angle, Rembrandt-inspired lighting, a thick half-burned candle in a rustic holder, warm orange glow, and an elderly woman with deep wrinkles, silver-white hair, and a dark brown rough-linen top. The atmosphere of contemplation and mystery is conveyed well. Minor deviations exist in hair styling details and the cadence of subtle lip movements, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting, shadows, and object placement are coherent and plausible within the scene. The candle’s behavior and the interaction with the subject follow expected physical principles, and there are no obvious inconsistencies. Some very minor timing nuances in micro-motions may be present, but they do not undermine overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.78125,
+ "TA": 3.734375,
+ "MQ": 3.5,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a horizontal angle with Rembrandt-like lighting and a classical oil-painting aesthetic. The scene features a flickering candle in the lower center, a thick half-burned candle in a rustic clay holder, warm orange glow, and an elderly woman with deep wrinkles, silver-white hair, and a dark brown rough-linen top. The mood is tranquil, contemplative, and mysterious.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, with warm, atmospheric lighting that supports the mood. There are no major distortions or artifacts, but the sequence feels relatively static with limited motion between frames, which reduces perceived dynamism. The candle flame remains stable and the lighting remains consistent, contributing to a cohesive look without pushing toward high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, horizontal angle, Rembrandt-inspired lighting, a thick half-burned candle in a rustic holder, warm orange glow, and an elderly woman with deep wrinkles, silver-white hair, and a dark brown rough-linen top. The atmosphere of contemplation and mystery is conveyed well. Minor deviations exist in hair styling details and the cadence of subtle lip movements, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting, shadows, and object placement are coherent and plausible within the scene. The candle’s behavior and the interaction with the subject follow expected physical principles, and there are no obvious inconsistencies. Some very minor timing nuances in micro-motions may be present, but they do not undermine overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up shot from a horizontal angle, the image exudes Rembrandt-like light and shadow, reminiscent of a classical oil painting, its brushstrokes intense and dense. The sole illumination comes from a flickering candlelight in the lower center of the frame. This thick, half-burned candle rests in a rustic clay candlestick, its warm orange glow the centerpiece of the dim scene. The light gently illuminates the face of an elderly woman, whose deep wrinkles, like a dry riverbed, crisscross across her forehead, eyes, and cheeks, each bearing a story. Her silver-white hair is loosely tied back with a simple wooden hairpin, with a few strands falling by her cheeks. She wears a dark brown, rough linen top. She leans slightly forward, her cloudy yet luminous eyes fixed intently on the dancing flame, her lips moving at an almost inaudible rhythm, as if engaged in a private conversation with time or a deity. The candlelight casts vivid shadows on her deep wrinkles, trembling slightly with the flickering flame, while the background is completely swallowed by the deep and indissoluble darkness, creating an atmosphere of tranquility, solemnity, contemplation and mystery.",
+ "seed": 26869,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_13/index_3856_seed_26869_dp_27_rank_54_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.484375,
+ "video_score2_ta": 3.53125,
+ "video_score2_mq": 3.375,
+ "video_score2_overall": 10.375,
+ "avg": 10.390625,
+ "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 close-up shot from a horizontal angle with Rembrandt-like lighting and a classical oil-painting aesthetic. The scene features a flickering candle in the lower center, a thick half-burned candle in a rustic clay holder, warm orange glow, and an elderly woman with deep wrinkles, silver-white hair, and a dark brown rough-linen top. The flame should be dancing, and the background should be deeply dark to create a tranquil, contemplative mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, but there are occasional minor softness and slight noise in darker regions. Lighting remains warm and consistent, with no major distortions or artifacts. The sequence appears stable with minimal motion blur, though it does not reach high-end cinematic polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, horizontal angle, warm candlelit illumination, and the presence of the elderly woman with visible wrinkles. The candle’s position near the lower center and the general composition align with the description. Some nuanced details—such as the exact texture of the clothing and the precise intensity of the brushwork—are present but not perfectly matched, resulting in a solid but not flawless correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the candle flame flickers, lighting interacts with the face in a believable manner, and the spatial relationships feel coherent. There may be minor inconsistencies in micro-motions or lighting interactions that prevent a higher score, but nothing egregious.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.484375,
+ "TA": 3.53125,
+ "MQ": 3.375,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a horizontal angle with Rembrandt-like lighting and a classical oil-painting aesthetic. The scene features a flickering candle in the lower center, a thick half-burned candle in a rustic clay holder, warm orange glow, and an elderly woman with deep wrinkles, silver-white hair, and a dark brown rough-linen top. The flame should be dancing, and the background should be deeply dark to create a tranquil, contemplative mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, but there are occasional minor softness and slight noise in darker regions. Lighting remains warm and consistent, with no major distortions or artifacts. The sequence appears stable with minimal motion blur, though it does not reach high-end cinematic polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, horizontal angle, warm candlelit illumination, and the presence of the elderly woman with visible wrinkles. The candle’s position near the lower center and the general composition align with the description. Some nuanced details—such as the exact texture of the clothing and the precise intensity of the brushwork—are present but not perfectly matched, resulting in a solid but not flawless correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the candle flame flickers, lighting interacts with the face in a believable manner, and the spatial relationships feel coherent. There may be minor inconsistencies in micro-motions or lighting interactions that prevent a higher score, but nothing egregious.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_14/index_tensor([5217, 5217])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_14/index_tensor([5217, 5217])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b7887d068427c806350e6d6ddb5774681288952
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_14/index_tensor([5217, 5217])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "dynamic low-angle tracking shot smoothly follows a massive, lifelike watermelon as it scampers across a vast, sunny meadow with astonishing agility. The camera remains low to the ground, emphasizing the fruit's enormous size, the size of a small boulder. Its striped dark green and pale lemon green rind has a surreal, waxy sheen, with every subtle bump and imperfection rendered in razor-sharp detail, gleaming in the direct afternoon sunlight. From its base emerge two thick, exhausted vine legs that churn and pump vigorously, kicking up tiny leaves with each powerful stride. These newly formed branches are a vibrant, living green, bearing small, tender leaves and curling tendrils that flutter in the air. The watermelon's immense weight causes its body to subtly sway in a determined, rhythmic motion. In the background, a clear, bright blue sky stretches to the distant, soft-focus treeline, creating a sense of open, idyllic space. The entire scene is bathed in the warm golden light of the afternoon, casting long, soft shadows behind the running fruits, creating a vivid atmosphere that is surreal, whimsical, yet strikingly vivid.",
+ "seed": 24746,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_14/index_5217_seed_24746_dp_28_rank_56_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.078125,
+ "video_score2_ta": 2.703125,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.6875,
+ "avg": 8.703125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dynamic low-angle tracking shot smoothly follows a massive, lifelike watermelon as it scampers across a vast, sunny meadow with astonishing agility. The camera remains low to the ground, emphasizing the fruit's enormous size, the size of a small boulder. Its striped dark green and pale lemon green rind has a surreal, waxy sheen, with every subtle bump and imperfection rendered in razor-sharp detail, gleaming in the direct afternoon sunlight. From its base emerge two thick, exhausted vine legs that churn and pump vigorously, kicking up tiny leaves with each powerful stride. These newly formed branches are a vibrant, living green, bearing small, tender leaves and curling tendrils that flutter in the air. The watermelon's immense weight causes its body to subtly sway in a determined, rhythmic motion. In the background, a clear, bright blue sky stretches to the distant, soft-focus treeline, creating a sense of open, idyllic space. The entire scene is bathed in the warm golden light of the afternoon, casting long, soft shadows behind the running fruits, creating a vivid atmosphere that is surreal, whimsical, yet strikingly vivid.",
+ "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 dynamic low-angle tracking shot following a massive, lifelike watermelon as it scampers across a vast, sunny meadow with remarkable agility. The camera remains low to the ground, emphasizing the fruit's enormous size, the size of a small boulder. Its striped dark green and pale lemon green rind has a surreal, waxy sheen, with every subtle bump and imperfection rendered in razor-sharp detail, gleaming in the direct afternoon sunlight. From its base emerge two thick, exhausted vine legs that churn and pump vigorously, kicking up tiny leaves with each powerful stride. These newly formed branches are a vibrant, living green, bearing small, tender leaves and curling tendrils that flutter in the air. The watermelon's immense weight causes its body to subtly sway in a determined, rhythmic motion. In the background, a clear, bright blue sky stretches to the distant, soft-focus treeline, creating a sense of open, idyllic space. The entire scene is bathed in the warm golden light of the afternoon, casting long, soft shadows behind the running fruits, creating a vivid atmosphere that is surreal, whimsical, yet strikingly vivid\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the watermelon, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent, with stable composition and plausible rendering of the fruit’s surface and environment.\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 tracking shot, a large watermelon, a sunlit meadow, and visible vines, which align with the description. However, certain aspects—such as the intensity of movement, the precise depiction of the rind’s texture, and the exact synchronization between the fruit’s motion and the implied physics—are not fully realized, resulting in only partial fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible interactions among the watermelon, vines, and environment, with no glaring physics violations. Some details, such as the weight distribution and the dynamics of the vines during locomotion, could be refined to improve realism, but overall the behavior remains believable within the stylized 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": 3.078125,
+ "TA": 2.703125,
+ "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 dynamic low-angle tracking shot following a massive, lifelike watermelon as it scampers across a vast, sunny meadow with remarkable agility. The camera remains low to the ground, emphasizing the fruit's enormous size, the size of a small boulder. Its striped dark green and pale lemon green rind has a surreal, waxy sheen, with every subtle bump and imperfection rendered in razor-sharp detail, gleaming in the direct afternoon sunlight. From its base emerge two thick, exhausted vine legs that churn and pump vigorously, kicking up tiny leaves with each powerful stride. These newly formed branches are a vibrant, living green, bearing small, tender leaves and curling tendrils that flutter in the air. The watermelon's immense weight causes its body to subtly sway in a determined, rhythmic motion. In the background, a clear, bright blue sky stretches to the distant, soft-focus treeline, creating a sense of open, idyllic space. The entire scene is bathed in the warm golden light of the afternoon, casting long, soft shadows behind the running fruits, creating a vivid atmosphere that is surreal, whimsical, yet strikingly vivid\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the watermelon, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent, with stable composition and plausible rendering of the fruit’s surface and environment.\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 tracking shot, a large watermelon, a sunlit meadow, and visible vines, which align with the description. However, certain aspects—such as the intensity of movement, the precise depiction of the rind’s texture, and the exact synchronization between the fruit’s motion and the implied physics—are not fully realized, resulting in only partial fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible interactions among the watermelon, vines, and environment, with no glaring physics violations. Some details, such as the weight distribution and the dynamics of the vines during locomotion, could be refined to improve realism, but overall the behavior remains believable within the stylized context.\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": 24747,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_14/index_5217_seed_24747_dp_28_rank_56_sample_1_slot_1.mp4",
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+ "video_score2_ta": 2.890625,
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+ "video_score2_overall": 8.75,
+ "avg": 8.71875,
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+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic low-angle tracking shot following a massive, lifelike watermelon as it scampers across a vast, sunny meadow with apparent agility. The camera remains low to the ground, emphasizing the fruit's enormous size, the size of a small boulder. Its striped dark green and pale lemon green rind has a surreal, waxy sheen, with every subtle bump and imperfection rendered in razor-sharp detail, gleaming in the direct afternoon sunlight. From its base emerge two thick, exhausted vine legs that churn and pump vigorously, kicking up tiny leaves with each powerful stride. These newly formed branches are a vibrant, living green, bearing small, tender leaves and curling tendrils that flutter in the air. The watermelon's immense weight causes its body to subtly sway in a determined, rhythmic motion. In the background, a clear, bright blue sky stretches to the distant, soft-focus treeline, creating a sense of open, idyllic space. The entire scene is bathed in the warm golden light of the afternoon, casting long, soft shadows behind the running fruits, creating a vivid atmosphere that is surreal, whimsical, yet strikingly vivid\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the watermelon, but there are occasional minor artifacts and slight inconsistencies in texture or lighting that prevent a higher rating. The sequence remains coherent, with stable color and composition, though not flawless.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large watermelon, a low-angle tracking shot, a sunlit meadow, and visible vine movement. Some nuanced details—such as the exact intensity of the waxy sheen and the precise synchronization of leaf-kicking with stride—are present but not perfectly matched, leaving room for minor deviations while preserving the overall narrative fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible proportions and motion within a stylized context; the watermelon’s movement and interaction with the environment feel believable, though certain dynamics are stylized rather than strictly physically accurate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.984375,
+ "TA": 2.890625,
+ "MQ": 2.84375,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic low-angle tracking shot following a massive, lifelike watermelon as it scampers across a vast, sunny meadow with apparent agility. The camera remains low to the ground, emphasizing the fruit's enormous size, the size of a small boulder. Its striped dark green and pale lemon green rind has a surreal, waxy sheen, with every subtle bump and imperfection rendered in razor-sharp detail, gleaming in the direct afternoon sunlight. From its base emerge two thick, exhausted vine legs that churn and pump vigorously, kicking up tiny leaves with each powerful stride. These newly formed branches are a vibrant, living green, bearing small, tender leaves and curling tendrils that flutter in the air. The watermelon's immense weight causes its body to subtly sway in a determined, rhythmic motion. In the background, a clear, bright blue sky stretches to the distant, soft-focus treeline, creating a sense of open, idyllic space. The entire scene is bathed in the warm golden light of the afternoon, casting long, soft shadows behind the running fruits, creating a vivid atmosphere that is surreal, whimsical, yet strikingly vivid\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the watermelon, but there are occasional minor artifacts and slight inconsistencies in texture or lighting that prevent a higher rating. The sequence remains coherent, with stable color and composition, though not flawless.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large watermelon, a low-angle tracking shot, a sunlit meadow, and visible vine movement. Some nuanced details—such as the exact intensity of the waxy sheen and the precise synchronization of leaf-kicking with stride—are present but not perfectly matched, leaving room for minor deviations while preserving the overall narrative fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible proportions and motion within a stylized context; the watermelon’s movement and interaction with the environment feel believable, though certain dynamics are stylized rather than strictly physically accurate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic low-angle tracking shot smoothly follows a massive, lifelike watermelon as it scampers across a vast, sunny meadow with astonishing agility. The camera remains low to the ground, emphasizing the fruit's enormous size, the size of a small boulder. Its striped dark green and pale lemon green rind has a surreal, waxy sheen, with every subtle bump and imperfection rendered in razor-sharp detail, gleaming in the direct afternoon sunlight. From its base emerge two thick, exhausted vine legs that churn and pump vigorously, kicking up tiny leaves with each powerful stride. These newly formed branches are a vibrant, living green, bearing small, tender leaves and curling tendrils that flutter in the air. The watermelon's immense weight causes its body to subtly sway in a determined, rhythmic motion. In the background, a clear, bright blue sky stretches to the distant, soft-focus treeline, creating a sense of open, idyllic space. The entire scene is bathed in the warm golden light of the afternoon, casting long, soft shadows behind the running fruits, creating a vivid atmosphere that is surreal, whimsical, yet strikingly vivid.",
+ "seed": 24748,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_14/index_5217_seed_24748_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "group_idx": 14,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 2.71875,
+ "video_score2_mq": 2.8125,
+ "video_score2_overall": 8.6875,
+ "avg": 8.6875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dynamic low-angle tracking shot smoothly follows a massive, lifelike watermelon as it scampers across a vast, sunny meadow with astonishing agility. The camera remains low to the ground, emphasizing the fruit's enormous size, the size of a small boulder. Its striped dark green and pale lemon green rind has a surreal, waxy sheen, with every subtle bump and imperfection rendered in razor-sharp detail, gleaming in the direct afternoon sunlight. From its base emerge two thick, exhausted vine legs that churn and pump vigorously, kicking up tiny leaves with each powerful stride. These newly formed branches are a vibrant, living green, bearing small, tender leaves and curling tendrils that flutter in the air. The watermelon's immense weight causes its body to subtly sway in a determined, rhythmic motion. In the background, a clear, bright blue sky stretches to the distant, soft-focus treeline, creating a sense of open, idyllic space. The entire scene is bathed in the warm golden light of the afternoon, casting long, soft shadows behind the running fruits, creating a vivid atmosphere that is surreal, whimsical, yet strikingly vivid.",
+ "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 dynamic low-angle tracking shot following a massive, lifelike watermelon scampering across a vast, sunny meadow with two thick, exhausted vine legs that drive forward with vigorous kicks, producing a surreal yet plausible scene. The evaluation should reflect how well the video captures these elements.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the watermelon and meadow, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent and the subject is recognizable throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a low-angle tracking shot, a large watermelon, a sunny meadow, and visible vine legs with movement. The main deviation is the absence of the described two thick vine legs; instead, the motion appears driven by a single vine-like element. Despite this, the core elements align closely with the prompt, yielding a high alignment score.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible scale and environmental context, and the watermelon’s movement is generally believable within the setting. However, some aspects—such as the vine leg configuration and the precise interaction between the fruit and the ground—do not fully adhere to real-world physics, introducing mild inconsistencies without breaking overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.15625,
+ "TA": 2.71875,
+ "MQ": 2.8125,
+ "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 dynamic low-angle tracking shot following a massive, lifelike watermelon scampering across a vast, sunny meadow with two thick, exhausted vine legs that drive forward with vigorous kicks, producing a surreal yet plausible scene. The evaluation should reflect how well the video captures these elements.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the watermelon and meadow, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent and the subject is recognizable throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a low-angle tracking shot, a large watermelon, a sunny meadow, and visible vine legs with movement. The main deviation is the absence of the described two thick vine legs; instead, the motion appears driven by a single vine-like element. Despite this, the core elements align closely with the prompt, yielding a high alignment score.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible scale and environmental context, and the watermelon’s movement is generally believable within the setting. However, some aspects—such as the vine leg configuration and the precise interaction between the fruit and the ground—do not fully adhere to real-world physics, introducing mild inconsistencies without breaking 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": 24749,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_14/index_5217_seed_24749_dp_29_rank_58_sample_3_slot_1.mp4",
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+ "video_score2_ta": 2.484375,
+ "video_score2_mq": 2.78125,
+ "video_score2_overall": 8.3125,
+ "avg": 8.3125,
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+ "question": "dynamic low-angle tracking shot smoothly follows a massive, lifelike watermelon as it scampers across a vast, sunny meadow with astonishing agility. The camera remains low to the ground, emphasizing the fruit's enormous size, the size of a small boulder. Its striped dark green and pale lemon green rind has a surreal, waxy sheen, with every subtle bump and imperfection rendered in razor-sharp detail, gleaming in the direct afternoon sunlight. From its base emerge two thick, exhausted vine legs that churn and pump vigorously, kicking up tiny leaves with each powerful stride. These newly formed branches are a vibrant, living green, bearing small, tender leaves and curling tendrils that flutter in the air. The watermelon's immense weight causes its body to subtly sway in a determined, rhythmic motion. In the background, a clear, bright blue sky stretches to the distant, soft-focus treeline, creating a sense of open, idyllic space. The entire scene is bathed in the warm golden light of the afternoon, casting long, soft shadows behind the running fruits, creating a vivid atmosphere that is surreal, whimsical, yet strikingly vivid.",
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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 massive, lifelike watermelon as it scampers across a vast, sunny meadow with apparent agility. The camera remains low to the ground, emphasizing the fruit's enormous size, the size of a small boulder. Its striped dark green and pale lemon green rind has a surreal, waxy sheen, with every subtle bump and imperfection rendered in razor-sharp detail, gleaming in the direct afternoon sunlight. From its base emerge two thick, exhausted vine legs that churn and pump vigorously, kicking up tiny leaves with each powerful stride. These newly formed branches are a vibrant, living green, bearing small, tender leaves and curling tendrils that flutter in the air. The watermelon's immense weight causes its body to subtly sway in a determined, rhythmic motion. In the background, a clear, bright blue sky stretches to the distant, soft-focus treeline, creating a sense of open, idyllic space. The entire scene is bathed in the warm golden light of the afternoon, casting long, soft shadows behind the running fruits, creating a vivid atmosphere that is surreal, whimsical, yet strikingly vivid\n\nVisual Quality Assessment:\nOverall, the visuals are acceptable but not outstanding. The resolution is adequate and colors are reasonably saturated, with lighting consistent with an afternoon sun. The watermelon texture and the meadow background are discernible, and the sky gradient reads well. However, there are occasional minor artifacts and slight softness in some frames, which prevents a higher-end impression. The motion appears smooth enough across the sequence, though not exceptionally fluid, and the depth-of-field effect is present but not perfectly consistent throughout. In sum, visual quality sits at a mid level rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a low-angle tracking shot, a large watermelon, and a bright meadow setting with warm lighting. However, key imaginative details are underrepresented: the watermelon does not display the described vine legs or dynamic, vigorous locomotion; the movement is comparatively static, and the implied weight-driven sway is not convincingly realized. While the scene conveys a surreal, whimsical vibe, the alignment with the full imaginative prompt remains moderate rather than strong. Overall, the alignment is acceptable but not fully faithful to the original vision.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies with real-world physics. The watermelon appears to move without visible propulsion cues, and the expected weight-related sway is absent. The absence of the vine legs and the lack of convincing locomotion reduce the perceived realism and coherence with common-sense expectations. This results in a relatively low score for physical/common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 2.484375,
+ "MQ": 2.78125,
+ "Overall": 8.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dynamic low-angle tracking shot following a massive, lifelike watermelon as it scampers across a vast, sunny meadow with apparent agility. The camera remains low to the ground, emphasizing the fruit's enormous size, the size of a small boulder. Its striped dark green and pale lemon green rind has a surreal, waxy sheen, with every subtle bump and imperfection rendered in razor-sharp detail, gleaming in the direct afternoon sunlight. From its base emerge two thick, exhausted vine legs that churn and pump vigorously, kicking up tiny leaves with each powerful stride. These newly formed branches are a vibrant, living green, bearing small, tender leaves and curling tendrils that flutter in the air. The watermelon's immense weight causes its body to subtly sway in a determined, rhythmic motion. In the background, a clear, bright blue sky stretches to the distant, soft-focus treeline, creating a sense of open, idyllic space. The entire scene is bathed in the warm golden light of the afternoon, casting long, soft shadows behind the running fruits, creating a vivid atmosphere that is surreal, whimsical, yet strikingly vivid\n\nVisual Quality Assessment:\nOverall, the visuals are acceptable but not outstanding. The resolution is adequate and colors are reasonably saturated, with lighting consistent with an afternoon sun. The watermelon texture and the meadow background are discernible, and the sky gradient reads well. However, there are occasional minor artifacts and slight softness in some frames, which prevents a higher-end impression. The motion appears smooth enough across the sequence, though not exceptionally fluid, and the depth-of-field effect is present but not perfectly consistent throughout. In sum, visual quality sits at a mid level rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a low-angle tracking shot, a large watermelon, and a bright meadow setting with warm lighting. However, key imaginative details are underrepresented: the watermelon does not display the described vine legs or dynamic, vigorous locomotion; the movement is comparatively static, and the implied weight-driven sway is not convincingly realized. While the scene conveys a surreal, whimsical vibe, the alignment with the full imaginative prompt remains moderate rather than strong. Overall, the alignment is acceptable but not fully faithful to the original vision.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies with real-world physics. The watermelon appears to move without visible propulsion cues, and the expected weight-related sway is absent. The absence of the vine legs and the lack of convincing locomotion reduce the perceived realism and coherence with common-sense expectations. This results in a relatively low score for physical/common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_15/index_tensor([2528, 2528])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_15/index_tensor([2528, 2528])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..664ed2c0f690f8c5c5ee6508405e4cb6bc6a859d
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_15/index_tensor([2528, 2528])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "smoothly rotating, wide-angle shot gracefully sweeps across a world composed entirely of soft pastel strokes, reminiscent of a child's sketch. At the center of the image is a vast, spiraling cloud, representing a mesocyclone. Composed of soft hues of lavender, mint green, and butterscotch yellow, it swirls across the sky with a majestic, slow rhythm. From this vast, flat base, a fantastical rainstorm descends. Countless oversized, teardrop-shaped raindrops in candy colors—including lemon yellow, bubblegum pink, and sky blue—fall vertically in a steady, tranquil rhythm, showering a landscape outlined by simple black lines, featuring stick-figure houses with gabled roofs and lollipop-shaped trees. The entire scene is bathed in an even, shadowless, soft light, like the evenly illuminated pages of a fairytale book, devoid of any distinct light source. The camera's relentless rotation perfectly captures the full scope of this whimsical storm, without a single jerky moment, blending the grandeur of the meteorological phenomenon with the naiveté of the artistic style, creating a dreamlike atmosphere that is both magnificent and profoundly tranquil.",
+ "seed": 4647,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_15/index_2528_seed_4647_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a smoothly rotating, wide-angle view of a world composed of soft pastel strokes, centered on a vast spiraling cloud (mesocyclone) in lavender, mint green, and butterscotch yellow. A fantastical rainstorm descends with oversized, colorful teardrop raindrops in candy hues, falling vertically in a steady rhythm over a landscape outlined by simple black lines with stick-figure houses and lollipop-shaped trees. The scene is bathed in even, shadowless, soft light, with a camera rotation that captures the full scope and blends grandeur with a childlike, dreamlike aesthetic.\n\nVisual Quality Analysis:\nThe video presents a cohesive stylized look with a consistent soft pastel palette and a gentle, dreamlike atmosphere. The rendering is clean and the color transitions are smooth, contributing to a pleasant overall impression. However, the motion is relatively restrained, with limited dynamic variation between frames, which reduces perceived sharpness and energy. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video largely aligns with the prompt: the wide-angle composition, the central spiral cloud, the soft pastel palette, the vertical rain of oversized teardrops, the stick-figure houses, and the lollipop trees are all present. The scene conveys the intended whimsical mood and color scheme, and the overall alignment is strong. Some aspects, such as the exact timing of the rain and the precise motion of the camera, are not perfectly synchronized, but they do not significantly detract from the alignment. Overall, Text-to-Video Alignment is high (score 4).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains internal coherence within its stylized framework. The spiral cloud, gravity-driven descent of rain, and the simplified geometry are consistent with the artistic approach, producing a believable yet non-realistic interpretation. There are no glaring logical contradictions, though some physical cues (e.g., uniform rain density, simplified lighting) are intentionally stylized rather than physically exact. Overall, Physical/Common-sense 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": 3.28125,
+ "TA": 3.390625,
+ "MQ": 3.15625,
+ "Overall": 9.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a smoothly rotating, wide-angle view of a world composed of soft pastel strokes, centered on a vast spiraling cloud (mesocyclone) in lavender, mint green, and butterscotch yellow. A fantastical rainstorm descends with oversized, colorful teardrop raindrops in candy hues, falling vertically in a steady rhythm over a landscape outlined by simple black lines with stick-figure houses and lollipop-shaped trees. The scene is bathed in even, shadowless, soft light, with a camera rotation that captures the full scope and blends grandeur with a childlike, dreamlike aesthetic.\n\nVisual Quality Analysis:\nThe video presents a cohesive stylized look with a consistent soft pastel palette and a gentle, dreamlike atmosphere. The rendering is clean and the color transitions are smooth, contributing to a pleasant overall impression. However, the motion is relatively restrained, with limited dynamic variation between frames, which reduces perceived sharpness and energy. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video largely aligns with the prompt: the wide-angle composition, the central spiral cloud, the soft pastel palette, the vertical rain of oversized teardrops, the stick-figure houses, and the lollipop trees are all present. The scene conveys the intended whimsical mood and color scheme, and the overall alignment is strong. Some aspects, such as the exact timing of the rain and the precise motion of the camera, are not perfectly synchronized, but they do not significantly detract from the alignment. Overall, Text-to-Video Alignment is high (score 4).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains internal coherence within its stylized framework. The spiral cloud, gravity-driven descent of rain, and the simplified geometry are consistent with the artistic approach, producing a believable yet non-realistic interpretation. There are no glaring logical contradictions, though some physical cues (e.g., uniform rain density, simplified lighting) are intentionally stylized rather than physically exact. Overall, Physical/Common-sense 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": "smoothly rotating, wide-angle shot gracefully sweeps across a world composed entirely of soft pastel strokes, reminiscent of a child's sketch. At the center of the image is a vast, spiraling cloud, representing a mesocyclone. Composed of soft hues of lavender, mint green, and butterscotch yellow, it swirls across the sky with a majestic, slow rhythm. From this vast, flat base, a fantastical rainstorm descends. Countless oversized, teardrop-shaped raindrops in candy colors—including lemon yellow, bubblegum pink, and sky blue—fall vertically in a steady, tranquil rhythm, showering a landscape outlined by simple black lines, featuring stick-figure houses with gabled roofs and lollipop-shaped trees. The entire scene is bathed in an even, shadowless, soft light, like the evenly illuminated pages of a fairytale book, devoid of any distinct light source. The camera's relentless rotation perfectly captures the full scope of this whimsical storm, without a single jerky moment, blending the grandeur of the meteorological phenomenon with the naiveté of the artistic style, creating a dreamlike atmosphere that is both magnificent and profoundly tranquil.",
+ "seed": 4648,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_15/index_2528_seed_4648_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "group_idx": 15,
+ "rank_in_group": 0,
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+ "video_score2_vq": 2.875,
+ "video_score2_ta": 3.890625,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 9.6875,
+ "avg": 9.6875,
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+ "question": "smoothly rotating, wide-angle shot gracefully sweeps across a world composed entirely of soft pastel strokes, reminiscent of a child's sketch. At the center of the image is a vast, spiraling cloud, representing a mesocyclone. Composed of soft hues of lavender, mint green, and butterscotch yellow, it swirls across the sky with a majestic, slow rhythm. From this vast, flat base, a fantastical rainstorm descends. Countless oversized, teardrop-shaped raindrops in candy colors—including lemon yellow, bubblegum pink, and sky blue—fall vertically in a steady, tranquil rhythm, showering a landscape outlined by simple black lines, featuring stick-figure houses with gabled roofs and lollipop-shaped trees. The entire scene is bathed in an even, shadowless, soft light, like the evenly illuminated pages of a fairytale book, devoid of any distinct light source. The camera's relentless rotation perfectly captures the full scope of this whimsical storm, without a single jerky moment, blending the grandeur of the meteorological phenomenon with the naiveté of the artistic style, creating a dreamlike atmosphere that is both magnificent and profoundly tranquil.",
+ "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 smoothly rotating, wide-angle view of a world composed of soft pastel strokes, centered on a vast spiraling cloud (mesocyclone) in lavender, mint green, and butterscotch tones, with a fantastical rainstorm descending in oversized, colorful teardrops. The landscape features simple black-line houses with gabled roofs and lollipop-shaped trees, under an even, shadowless soft light, captured through a continuous, gentle camera rotation to convey grandeur and tranquility.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear shapes, with consistent lighting and a cohesive color palette. The stylized rendering remains readable, and the composition stays stable across frames. However, there are occasional minor artifacts and slight softness in some areas, preventing a higher rating. The sequence remains coherent and visually pleasant, but not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video faithfully renders the core elements: a wide-angle rotating view, a pastel-stroke aesthetic, a central spiraling cloud, and a descent of oversized, colorful teardrops. The landscape includes simple houses and trees as described, and the lighting is even and shadowless. A few very minor deviations exist (e.g., occasional variation in tree shapes or color nuances), but they do not significantly detract from the overall fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and a coherent fantasy physics framework, with gravity guiding the rain-like motion and a stable atmospheric backdrop. Some stylization introduces mild departures from strict real-world physics, but these do not undermine overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.875,
+ "TA": 3.890625,
+ "MQ": 2.921875,
+ "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 smoothly rotating, wide-angle view of a world composed of soft pastel strokes, centered on a vast spiraling cloud (mesocyclone) in lavender, mint green, and butterscotch tones, with a fantastical rainstorm descending in oversized, colorful teardrops. The landscape features simple black-line houses with gabled roofs and lollipop-shaped trees, under an even, shadowless soft light, captured through a continuous, gentle camera rotation to convey grandeur and tranquility.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear shapes, with consistent lighting and a cohesive color palette. The stylized rendering remains readable, and the composition stays stable across frames. However, there are occasional minor artifacts and slight softness in some areas, preventing a higher rating. The sequence remains coherent and visually pleasant, but not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video faithfully renders the core elements: a wide-angle rotating view, a pastel-stroke aesthetic, a central spiraling cloud, and a descent of oversized, colorful teardrops. The landscape includes simple houses and trees as described, and the lighting is even and shadowless. A few very minor deviations exist (e.g., occasional variation in tree shapes or color nuances), but they do not significantly detract from the overall fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and a coherent fantasy physics framework, with gravity guiding the rain-like motion and a stable atmospheric backdrop. Some stylization introduces mild departures from strict real-world physics, but these do not undermine overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "smoothly rotating, wide-angle shot gracefully sweeps across a world composed entirely of soft pastel strokes, reminiscent of a child's sketch. At the center of the image is a vast, spiraling cloud, representing a mesocyclone. Composed of soft hues of lavender, mint green, and butterscotch yellow, it swirls across the sky with a majestic, slow rhythm. From this vast, flat base, a fantastical rainstorm descends. Countless oversized, teardrop-shaped raindrops in candy colors—including lemon yellow, bubblegum pink, and sky blue—fall vertically in a steady, tranquil rhythm, showering a landscape outlined by simple black lines, featuring stick-figure houses with gabled roofs and lollipop-shaped trees. The entire scene is bathed in an even, shadowless, soft light, like the evenly illuminated pages of a fairytale book, devoid of any distinct light source. The camera's relentless rotation perfectly captures the full scope of this whimsical storm, without a single jerky moment, blending the grandeur of the meteorological phenomenon with the naiveté of the artistic style, creating a dreamlike atmosphere that is both magnificent and profoundly tranquil.",
+ "seed": 4649,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_15/index_2528_seed_4649_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": 3.3125,
+ "video_score2_ta": 3.796875,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 10.25,
+ "avg": 10.203125,
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+ "question": "smoothly rotating, wide-angle shot gracefully sweeps across a world composed entirely of soft pastel strokes, reminiscent of a child's sketch. At the center of the image is a vast, spiraling cloud, representing a mesocyclone. Composed of soft hues of lavender, mint green, and butterscotch yellow, it swirls across the sky with a majestic, slow rhythm. From this vast, flat base, a fantastical rainstorm descends. Countless oversized, teardrop-shaped raindrops in candy colors—including lemon yellow, bubblegum pink, and sky blue—fall vertically in a steady, tranquil rhythm, showering a landscape outlined by simple black lines, featuring stick-figure houses with gabled roofs and lollipop-shaped trees. The entire scene is bathed in an even, shadowless, soft light, like the evenly illuminated pages of a fairytale book, devoid of any distinct light source. The camera's relentless rotation perfectly captures the full scope of this whimsical storm, without a single jerky moment, blending the grandeur of the meteorological phenomenon with the naiveté of the artistic style, creating a dreamlike atmosphere that is both magnificent and profoundly tranquil.",
+ "token_credit_reward": 10.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a smoothly rotating, wide-angle view of a world composed of soft pastel strokes, centered on a vast spiraling cloud (mesocyclone) in lavender, mint green, and butterscotch yellow. It envisions a fantastical rainstorm descending with oversized, teardrop-shaped raindrops in candy colors, falling vertically in a steady rhythm, over a landscape outlined by simple black lines with stick-figure houses and lollipop-shaped trees, under an even, shadowless soft light, captured through a camera that rotates to reveal the full scope with no jerky moments.\n\nVisual Quality Analysis:\nThe video adopts a deliberate stylized, child-like aesthetic with soft pastel tones and a central spiral motif. The resolution is adequate, and the color palette remains consistently gentle throughout. The rotation is smooth and the composition stays coherent across frames. However, the overall realism is limited by the stylization, resulting in only moderate visual fidelity rather than high realism.\n\nText-to-Video Alignment Analysis:\nOverall alignment with the prompt is strong. The core elements are present: a wide-angle rotating view, a pastel-stroke world, a prominent central spiral, and a landscape with simple black outlines including houses and trees. The rain is represented as colorful teardrops descending, and the scene maintains the intended whimsical mood. Some nuanced details (e.g., exact color distribution or motion dynamics) are simplified due to the stylized approach, but the major components align well with the description.\n\nPhysical Consistency (Common-sense):\nThe scene embraces a dreamlike, stylized physics where gravity and scale are interpreted in a playful way. Rain falls in a steady stream and the landscape remains stable despite the surreal elements. While not physically precise, the behavior is consistent within the artistic framework and supports the intended fantasy narrative.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.3125,
+ "TA": 3.796875,
+ "MQ": 3.09375,
+ "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 smoothly rotating, wide-angle view of a world composed of soft pastel strokes, centered on a vast spiraling cloud (mesocyclone) in lavender, mint green, and butterscotch yellow. It envisions a fantastical rainstorm descending with oversized, teardrop-shaped raindrops in candy colors, falling vertically in a steady rhythm, over a landscape outlined by simple black lines with stick-figure houses and lollipop-shaped trees, under an even, shadowless soft light, captured through a camera that rotates to reveal the full scope with no jerky moments.\n\nVisual Quality Analysis:\nThe video adopts a deliberate stylized, child-like aesthetic with soft pastel tones and a central spiral motif. The resolution is adequate, and the color palette remains consistently gentle throughout. The rotation is smooth and the composition stays coherent across frames. However, the overall realism is limited by the stylization, resulting in only moderate visual fidelity rather than high realism.\n\nText-to-Video Alignment Analysis:\nOverall alignment with the prompt is strong. The core elements are present: a wide-angle rotating view, a pastel-stroke world, a prominent central spiral, and a landscape with simple black outlines including houses and trees. The rain is represented as colorful teardrops descending, and the scene maintains the intended whimsical mood. Some nuanced details (e.g., exact color distribution or motion dynamics) are simplified due to the stylized approach, but the major components align well with the description.\n\nPhysical Consistency (Common-sense):\nThe scene embraces a dreamlike, stylized physics where gravity and scale are interpreted in a playful way. Rain falls in a steady stream and the landscape remains stable despite the surreal elements. While not physically precise, the behavior is consistent within the artistic framework and supports the intended fantasy narrative.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "smoothly rotating, wide-angle shot gracefully sweeps across a world composed entirely of soft pastel strokes, reminiscent of a child's sketch. At the center of the image is a vast, spiraling cloud, representing a mesocyclone. Composed of soft hues of lavender, mint green, and butterscotch yellow, it swirls across the sky with a majestic, slow rhythm. From this vast, flat base, a fantastical rainstorm descends. Countless oversized, teardrop-shaped raindrops in candy colors—including lemon yellow, bubblegum pink, and sky blue—fall vertically in a steady, tranquil rhythm, showering a landscape outlined by simple black lines, featuring stick-figure houses with gabled roofs and lollipop-shaped trees. The entire scene is bathed in an even, shadowless, soft light, like the evenly illuminated pages of a fairytale book, devoid of any distinct light source. The camera's relentless rotation perfectly captures the full scope of this whimsical storm, without a single jerky moment, blending the grandeur of the meteorological phenomenon with the naiveté of the artistic style, creating a dreamlike atmosphere that is both magnificent and profoundly tranquil.",
+ "seed": 4650,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_15/index_2528_seed_4650_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": 3.1875,
+ "video_score2_ta": 3.890625,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 10.125,
+ "avg": 10.140625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "smoothly rotating, wide-angle shot gracefully sweeps across a world composed entirely of soft pastel strokes, reminiscent of a child's sketch. At the center of the image is a vast, spiraling cloud, representing a mesocyclone. Composed of soft hues of lavender, mint green, and butterscotch yellow, it swirls across the sky with a majestic, slow rhythm. From this vast, flat base, a fantastical rainstorm descends. Countless oversized, teardrop-shaped raindrops in candy colors—including lemon yellow, bubblegum pink, and sky blue—fall vertically in a steady, tranquil rhythm, showering a landscape outlined by simple black lines, featuring stick-figure houses with gabled roofs and lollipop-shaped trees. The entire scene is bathed in an even, shadowless, soft light, like the evenly illuminated pages of a fairytale book, devoid of any distinct light source. The camera's relentless rotation perfectly captures the full scope of this whimsical storm, without a single jerky moment, blending the grandeur of the meteorological phenomenon with the naiveté of the artistic style, creating a dreamlike atmosphere that is both magnificent and profoundly tranquil.",
+ "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 smoothly rotating, wide-angle view of a world composed of soft pastel strokes, centered on a vast spiraling cloud (mesocyclone) in lavender, mint green, and butterscotch yellow. A fantastical rainstorm descends with oversized, colorful raindrops in multiple hues, falling vertically in a steady rhythm. The landscape features simple black-line structures such as stick-figure houses with gabled roofs and lollipop-shaped trees, all bathed in even, shadowless light, with a camera rotation that captures the full scope of the scene.\n\nVisual Quality Analysis:\nThe visuals are coherent and stylistically consistent, with a soft, painterly look that matches the intended aesthetic. The color palette remains gentle and cohesive, and the composition stays readable across frames. However, there are minor issues: occasional slight softness or edge softness, and very subtle frame-to-frame inconsistencies in the cloud shape and raindrop positions. These do not dominate the viewing experience but prevent a perfect score. Overall, Visual Quality aligns with a moderate level (score 3).\n\nText-to-Video Alignment Analysis:\nThe video largely reflects the prompt elements: a wide-angle, rotating view; a central spiral cloud; pastel-dominated palette; a descending rainstorm with oversized, colorful drops; and a landscape with simple black-line structures including houses and trees. The alignment is strong overall, with only minor deviations in exact color balance or timing of the rotation. This corresponds to a high-but-not-perfect alignment (score 4).\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence within its stylized framework. The spiral cloud, vertical rain, and simplified geometry are presented in a way that feels plausible within the fantasy context, and there are no obvious contradictions between elements. Some aspects are intentionally exaggerated or abstract, which is acceptable for a whimsical interpretation. Overall, Physical Consistency is solid (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": 3.1875,
+ "TA": 3.890625,
+ "MQ": 3.0625,
+ "Overall": 10.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a smoothly rotating, wide-angle view of a world composed of soft pastel strokes, centered on a vast spiraling cloud (mesocyclone) in lavender, mint green, and butterscotch yellow. A fantastical rainstorm descends with oversized, colorful raindrops in multiple hues, falling vertically in a steady rhythm. The landscape features simple black-line structures such as stick-figure houses with gabled roofs and lollipop-shaped trees, all bathed in even, shadowless light, with a camera rotation that captures the full scope of the scene.\n\nVisual Quality Analysis:\nThe visuals are coherent and stylistically consistent, with a soft, painterly look that matches the intended aesthetic. The color palette remains gentle and cohesive, and the composition stays readable across frames. However, there are minor issues: occasional slight softness or edge softness, and very subtle frame-to-frame inconsistencies in the cloud shape and raindrop positions. These do not dominate the viewing experience but prevent a perfect score. Overall, Visual Quality aligns with a moderate level (score 3).\n\nText-to-Video Alignment Analysis:\nThe video largely reflects the prompt elements: a wide-angle, rotating view; a central spiral cloud; pastel-dominated palette; a descending rainstorm with oversized, colorful drops; and a landscape with simple black-line structures including houses and trees. The alignment is strong overall, with only minor deviations in exact color balance or timing of the rotation. This corresponds to a high-but-not-perfect alignment (score 4).\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence within its stylized framework. The spiral cloud, vertical rain, and simplified geometry are presented in a way that feels plausible within the fantasy context, and there are no obvious contradictions between elements. Some aspects are intentionally exaggerated or abstract, which is acceptable for a whimsical interpretation. Overall, Physical Consistency is solid (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_2/index_tensor([4181, 4181])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_2/index_tensor([4181, 4181])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5046dcc22c8aec0c5544d0deb3e2c9226ea300e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_2/index_tensor([4181, 4181])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "The hyper-realistic CGI rendering unfolds in medium close-ups, captured with subtle, organic drifts from a handheld camera, enhancing the scene's intimacy and unease. The camera focuses on a young man standing pensive on an old iron bridge at night. His short, spiky blond hair, dyed platinum, is slightly tousled, as if styled only hours ago, with dark roots clearly visible. His face, with its lifelike skin texture, is etched with a distressed expression; his forehead is slightly wrinkled, his lips are set tightly, and his gaze is downward, lost in thought. Wearing a worn black leather jacket over a simple dark gray T-shirt with a dull sheen, he leans slightly forward, his hands clenched on the cold, damp railing. The cool, silvery moonlight, serving as the primary light source, carves the sharp planes of his face and creates deep shadows, underscoring his somber mood. Below him, the same moonlight reflected and shimmered in a mesmerizing dance on the slow-moving dark water, casting faint, undulating patterns of light onto his face, illuminating the deep, vivid sadness in his eyes and creating an atmosphere of deep melancholy and contemplation.",
+ "seed": 23196,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_2/index_4181_seed_23196_dp_4_rank_8_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.609375,
+ "video_score2_ta": 3.296875,
+ "video_score2_mq": 3.453125,
+ "video_score2_overall": 10.375,
+ "avg": 10.359375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "The hyper-realistic CGI rendering unfolds in medium close-ups, captured with subtle, organic drifts from a handheld camera, enhancing the scene's intimacy and unease. The camera focuses on a young man standing pensive on an old iron bridge at night. His short, spiky blond hair, dyed platinum, is slightly tousled, as if styled only hours ago, with dark roots clearly visible. His face, with its lifelike skin texture, is etched with a distressed expression; his forehead is slightly wrinkled, his lips are set tightly, and his gaze is downward, lost in thought. Wearing a worn black leather jacket over a simple dark gray T-shirt with a dull sheen, he leans slightly forward, his hands clenched on the cold, damp railing. The cool, silvery moonlight, serving as the primary light source, carves the sharp planes of his face and creates deep shadows, underscoring his somber mood. Below him, the same moonlight reflected and shimmered in a mesmerizing dance on the slow-moving dark water, casting faint, undulating patterns of light onto his face, illuminating the deep, vivid sadness in his eyes and creating an atmosphere of deep melancholy and contemplation.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic CGI rendering of a young man with short, spiky blonde hair (platinum-dyed) standing pensive on an old iron bridge at night. He wears a worn black leather jacket over a simple dark gray T-shirt, with a contemplative expression and a downward gaze. The scene features moonlit reflections on water and a moody, melancholic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional minor softness and slight noise that prevent a higher-fidelity look. The sequence remains stable with no major distortions or artifacts, and the rendering maintains a convincing CGI aesthetic appropriate for the scene.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young man with short, spiky blonde hair on an old iron bridge at night, wearing a black leather jacket over a dark shirt, with a contemplative pose and downward gaze. Some finer details—such as exact hair color nuances and precise facial micro-expressions—are not perfectly matched, but the overall composition, mood, and setting align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions, clothing fit, and interaction with the bridge and water appear plausible, and lighting/shadows are coherent with the scene. There are no glaring anatomical or physical inconsistencies, though minor subtleties could be refined for higher realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.609375,
+ "TA": 3.296875,
+ "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 hyper-realistic CGI rendering of a young man with short, spiky blonde hair (platinum-dyed) standing pensive on an old iron bridge at night. He wears a worn black leather jacket over a simple dark gray T-shirt, with a contemplative expression and a downward gaze. The scene features moonlit reflections on water and a moody, melancholic atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional minor softness and slight noise that prevent a higher-fidelity look. The sequence remains stable with no major distortions or artifacts, and the rendering maintains a convincing CGI aesthetic appropriate for the scene.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young man with short, spiky blonde hair on an old iron bridge at night, wearing a black leather jacket over a dark shirt, with a contemplative pose and downward gaze. Some finer details—such as exact hair color nuances and precise facial micro-expressions—are not perfectly matched, but the overall composition, mood, and setting align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions, clothing fit, and interaction with the bridge and water appear plausible, and lighting/shadows are coherent with the scene. There are no glaring anatomical or physical inconsistencies, though minor subtleties could be refined for higher realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 23197,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_2/index_4181_seed_23197_dp_4_rank_8_sample_1_slot_1.mp4",
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+ "rank_in_group": 0,
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+ "video_score2_vq": 3.609375,
+ "video_score2_ta": 3.65625,
+ "video_score2_mq": 3.875,
+ "video_score2_overall": 11.125,
+ "avg": 11.140625,
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+ "selected_reward": 11.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic CGI rendering of a young man with short, spiky blond hair (platinum-dyed) standing pensive on an old iron bridge at night. He wears a worn black leather jacket over a simple dark gray T-shirt with a dull sheen, leaning forward with hands on a cold, damp railing. The scene features moonlit lighting and reflections on water that contribute to a contemplative mood. The overall intent emphasizes realism, intimate framing, and a melancholic atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and details are generally clear, with consistent lighting and believable water reflections. However, there are occasional minor artifacts or slight softness in some frames, preventing a perfect 5/5. Overall, Visual Quality is rated 4/5.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—subject appearance, nighttime setting, and the contemplative mood. However, certain specifics diverge: the hair color appears lighter than described, and the bridge setting is not clearly established as an old iron bridge. The clothing and pose align with the prompt, and the lighting supports the intended atmosphere. Overall, Text-to-Video Alignment is rated 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible human proportions, natural posture, and coherent environmental interactions. Lighting, reflections, and spatial relationships are consistent with real-world expectations, with no obvious physical implausibilities. Overall, Physical Consistency is rated 4/5.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 3\nDim-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": 3.609375,
+ "TA": 3.65625,
+ "MQ": 3.875,
+ "Overall": 11.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic CGI rendering of a young man with short, spiky blond hair (platinum-dyed) standing pensive on an old iron bridge at night. He wears a worn black leather jacket over a simple dark gray T-shirt with a dull sheen, leaning forward with hands on a cold, damp railing. The scene features moonlit lighting and reflections on water that contribute to a contemplative mood. The overall intent emphasizes realism, intimate framing, and a melancholic atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and details are generally clear, with consistent lighting and believable water reflections. However, there are occasional minor artifacts or slight softness in some frames, preventing a perfect 5/5. Overall, Visual Quality is rated 4/5.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—subject appearance, nighttime setting, and the contemplative mood. However, certain specifics diverge: the hair color appears lighter than described, and the bridge setting is not clearly established as an old iron bridge. The clothing and pose align with the prompt, and the lighting supports the intended atmosphere. Overall, Text-to-Video Alignment is rated 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible human proportions, natural posture, and coherent environmental interactions. Lighting, reflections, and spatial relationships are consistent with real-world expectations, with no obvious physical implausibilities. Overall, Physical Consistency is rated 4/5.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 3\nDim-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": "The hyper-realistic CGI rendering unfolds in medium close-ups, captured with subtle, organic drifts from a handheld camera, enhancing the scene's intimacy and unease. The camera focuses on a young man standing pensive on an old iron bridge at night. His short, spiky blond hair, dyed platinum, is slightly tousled, as if styled only hours ago, with dark roots clearly visible. His face, with its lifelike skin texture, is etched with a distressed expression; his forehead is slightly wrinkled, his lips are set tightly, and his gaze is downward, lost in thought. Wearing a worn black leather jacket over a simple dark gray T-shirt with a dull sheen, he leans slightly forward, his hands clenched on the cold, damp railing. The cool, silvery moonlight, serving as the primary light source, carves the sharp planes of his face and creates deep shadows, underscoring his somber mood. Below him, the same moonlight reflected and shimmered in a mesmerizing dance on the slow-moving dark water, casting faint, undulating patterns of light onto his face, illuminating the deep, vivid sadness in his eyes and creating an atmosphere of deep melancholy and contemplation.",
+ "seed": 23198,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_2/index_4181_seed_23198_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.515625,
+ "video_score2_ta": 3.640625,
+ "video_score2_mq": 3.25,
+ "video_score2_overall": 10.375,
+ "avg": 10.40625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "The hyper-realistic CGI rendering unfolds in medium close-ups, captured with subtle, organic drifts from a handheld camera, enhancing the scene's intimacy and unease. The camera focuses on a young man standing pensive on an old iron bridge at night. His short, spiky blond hair, dyed platinum, is slightly tousled, as if styled only hours ago, with dark roots clearly visible. His face, with its lifelike skin texture, is etched with a distressed expression; his forehead is slightly wrinkled, his lips are set tightly, and his gaze is downward, lost in thought. Wearing a worn black leather jacket over a simple dark gray T-shirt with a dull sheen, he leans slightly forward, his hands clenched on the cold, damp railing. The cool, silvery moonlight, serving as the primary light source, carves the sharp planes of his face and creates deep shadows, underscoring his somber mood. Below him, the same moonlight reflected and shimmered in a mesmerizing dance on the slow-moving dark water, casting faint, undulating patterns of light onto his face, illuminating the deep, vivid sadness in his eyes and creating an atmosphere of deep melancholy and contemplation.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic CGI rendering of a young man with short, spiky blonde hair (platinum-dyed) standing pensive on an old iron bridge at night. He wears a worn black leather jacket over a simple dark gray T-shirt, with a distressed expression and a downward gaze. The scene features moonlit reflections on the water and a moody, contemplative atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional minor softness and slight noise in darker regions that prevent a higher-fidelity look. The sequence remains stable with no major distortions or artifacts, and the rendering maintains a convincing CGI aesthetic without aiming for flawless photorealism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young man with short, spiky blonde hair on an old iron bridge at night, wearing a black leather jacket over a dark shirt, with a pensive, distressed expression and downward gaze. The moonlit reflections and water surface are present, contributing to the intended mood. Some very specific details (e.g., exact hair color nuances or minute facial cues) may vary, but the main narrative and visual cues align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s pose, clothing drape, and interaction with the railing read as plausible, and the lighting/shadows support depth. However, there are minor inconsistencies in fine-grained physics cues (e.g., subtle wind effects on hair or micro-movements in water reflections) that prevent a perfect sense of realism. Overall, the scene remains coherent and believable.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.640625,
+ "MQ": 3.25,
+ "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 hyper-realistic CGI rendering of a young man with short, spiky blonde hair (platinum-dyed) standing pensive on an old iron bridge at night. He wears a worn black leather jacket over a simple dark gray T-shirt, with a distressed expression and a downward gaze. The scene features moonlit reflections on the water and a moody, contemplative atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional minor softness and slight noise in darker regions that prevent a higher-fidelity look. The sequence remains stable with no major distortions or artifacts, and the rendering maintains a convincing CGI aesthetic without aiming for flawless photorealism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young man with short, spiky blonde hair on an old iron bridge at night, wearing a black leather jacket over a dark shirt, with a pensive, distressed expression and downward gaze. The moonlit reflections and water surface are present, contributing to the intended mood. Some very specific details (e.g., exact hair color nuances or minute facial cues) may vary, but the main narrative and visual cues align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s pose, clothing drape, and interaction with the railing read as plausible, and the lighting/shadows support depth. However, there are minor inconsistencies in fine-grained physics cues (e.g., subtle wind effects on hair or micro-movements in water reflections) that prevent a perfect sense of realism. Overall, the scene remains coherent and believable.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The hyper-realistic CGI rendering unfolds in medium close-ups, captured with subtle, organic drifts from a handheld camera, enhancing the scene's intimacy and unease. The camera focuses on a young man standing pensive on an old iron bridge at night. His short, spiky blond hair, dyed platinum, is slightly tousled, as if styled only hours ago, with dark roots clearly visible. His face, with its lifelike skin texture, is etched with a distressed expression; his forehead is slightly wrinkled, his lips are set tightly, and his gaze is downward, lost in thought. Wearing a worn black leather jacket over a simple dark gray T-shirt with a dull sheen, he leans slightly forward, his hands clenched on the cold, damp railing. The cool, silvery moonlight, serving as the primary light source, carves the sharp planes of his face and creates deep shadows, underscoring his somber mood. Below him, the same moonlight reflected and shimmered in a mesmerizing dance on the slow-moving dark water, casting faint, undulating patterns of light onto his face, illuminating the deep, vivid sadness in his eyes and creating an atmosphere of deep melancholy and contemplation.",
+ "seed": 23199,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_2/index_4181_seed_23199_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
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+ "video_score2_vq": 3.515625,
+ "video_score2_ta": 3.6875,
+ "video_score2_mq": 3.375,
+ "video_score2_overall": 10.5625,
+ "avg": 10.578125,
+ "reward_records": [
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+ "question": "The hyper-realistic CGI rendering unfolds in medium close-ups, captured with subtle, organic drifts from a handheld camera, enhancing the scene's intimacy and unease. The camera focuses on a young man standing pensive on an old iron bridge at night. His short, spiky blond hair, dyed platinum, is slightly tousled, as if styled only hours ago, with dark roots clearly visible. His face, with its lifelike skin texture, is etched with a distressed expression; his forehead is slightly wrinkled, his lips are set tightly, and his gaze is downward, lost in thought. Wearing a worn black leather jacket over a simple dark gray T-shirt with a dull sheen, he leans slightly forward, his hands clenched on the cold, damp railing. The cool, silvery moonlight, serving as the primary light source, carves the sharp planes of his face and creates deep shadows, underscoring his somber mood. Below him, the same moonlight reflected and shimmered in a mesmerizing dance on the slow-moving dark water, casting faint, undulating patterns of light onto his face, illuminating the deep, vivid sadness in his eyes and creating an atmosphere of deep melancholy and contemplation.",
+ "token_credit_reward": 10.5625,
+ "selected_reward": 10.5625,
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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 hyper-realistic CGI rendering featuring a young man with short, spiky blond hair (platinum-dyed) standing pensive on an old iron bridge at night. He wears a worn black leather jacket over a simple dark gray T-shirt, with a contemplative expression and a downward gaze. The scene is lit by cool, silvery moonlight, with reflections shimmering on the water below, emphasizing a somber mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional minor softness and slight noise in darker regions that prevent a higher-fidelity look. The sequence remains stable with no major distortions or artifacts, and the subject remains reasonably well-defined across frames. The result is acceptable but not exceptional in terms of realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young man with short, spiky blond hair on an old iron bridge at night, wearing a black leather jacket over a dark shirt, with a contemplative pose and downward gaze. The moonlit ambiance and water reflections are present, contributing to the intended mood. Some very specific details (e.g., exact shade of hair, precise facial micro-expressions) may vary, but the main narrative and visual cues align closely with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, shadows, and spatial relationships, with coherent interaction between the subject and the environment. There are no glaring inconsistencies, though minor deviations in fine-grained shading or perspective may occur due to generation limitations.\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": 3.515625,
+ "TA": 3.6875,
+ "MQ": 3.375,
+ "Overall": 10.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic CGI rendering featuring a young man with short, spiky blond hair (platinum-dyed) standing pensive on an old iron bridge at night. He wears a worn black leather jacket over a simple dark gray T-shirt, with a contemplative expression and a downward gaze. The scene is lit by cool, silvery moonlight, with reflections shimmering on the water below, emphasizing a somber mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional minor softness and slight noise in darker regions that prevent a higher-fidelity look. The sequence remains stable with no major distortions or artifacts, and the subject remains reasonably well-defined across frames. The result is acceptable but not exceptional in terms of realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young man with short, spiky blond hair on an old iron bridge at night, wearing a black leather jacket over a dark shirt, with a contemplative pose and downward gaze. The moonlit ambiance and water reflections are present, contributing to the intended mood. Some very specific details (e.g., exact shade of hair, precise facial micro-expressions) may vary, but the main narrative and visual cues align closely with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, shadows, and spatial relationships, with coherent interaction between the subject and the environment. There are no glaring inconsistencies, though minor deviations in fine-grained shading or perspective may occur due to generation limitations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_3/index_tensor([6281, 6281])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_3/index_tensor([6281, 6281])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..d989b0ac621ea2038d64c65e5443fdbfcd7a9221
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_3/index_tensor([6281, 6281])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "cinematic shot, initially static, captures two humanoid figures composed entirely of delicate, overlapping pink rose petals, engaging in a graceful courtship dance amidst a surreal, dreamlike landscape. Their intricately layered forms, with petals ranging from soft blush to deep burgundy, create a sense of depth and texture, while their movements are fluid and incredibly graceful. They twirl and embrace, their petal-laden limbs entwined; during their embrace, their forms temporarily merge into a beautiful blossom, individual petals swirling together before gently pulling apart, perfectly reforming their individual forms. The ground beneath their feet is soft, luminous moss, bathing the scene in an ethereal, diffuse light from an unseen source, casting no harsh shadows. As their enchanting ritual continues, the camera begins a slow, seamless crane shot, rising vertically to reveal the vastness of their surroundings. The two figures are part of a vast, blooming garden, where countless other flowers – lilies, tulips and peonies – also take on human shapes and perform a similar, mesmerizing dance, creating a silent, synchronized ballet across a dreamlike terrain, fostering a profound atmosphere of tranquility, magic and romantic wonder.",
+ "seed": 12530,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_3/index_6281_seed_12530_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": 2.3125,
+ "video_score2_ta": 2.625,
+ "video_score2_mq": 2.796875,
+ "video_score2_overall": 7.75,
+ "avg": 7.734375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "cinematic shot, initially static, captures two humanoid figures composed entirely of delicate, overlapping pink rose petals, engaging in a graceful courtship dance amidst a surreal, dreamlike landscape. Their intricately layered forms, with petals ranging from soft blush to deep burgundy, create a sense of depth and texture, while their movements are fluid and incredibly graceful. They twirl and embrace, their petal-laden limbs entwined; during their embrace, their forms temporarily merge into a beautiful blossom, individual petals swirling together before gently pulling apart, perfectly reforming their individual forms. The ground beneath their feet is soft, luminous moss, bathing the scene in an ethereal, diffuse light from an unseen source, casting no harsh shadows. As their enchanting ritual continues, the camera begins a slow, seamless crane shot, rising vertically to reveal the vastness of their surroundings. The two figures are part of a vast, blooming garden, where countless other flowers – lilies, tulips and peonies – also take on human shapes and perform a similar, mesmerizing dance, creating a silent, synchronized ballet across a dreamlike terrain, fostering a profound atmosphere of tranquility, magic and romantic wonder.",
+ "token_credit_reward": 7.75,
+ "selected_reward": 7.75,
+ "frame_importance": [
+ 0.43156737089157104,
+ 0.22789457440376282,
+ 0.34053799510002136
+ ],
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic scene featuring two humanoid figures composed of delicate, overlapping pink rose petals performing a graceful courtship dance in a surreal, dreamlike landscape. The figures are said to twirl and embrace, with their petal-laden limbs entwined, and their forms merging into a single blossom during the embrace, followed by a gentle separation and a gradual reveal of a vast, blooming garden with other flower-human figures performing a similar dance under ethereal lighting.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate quality issues rather than extreme degradation. The heavy pink/magenta tint persists but is not uniformly overwhelming throughout all frames, and the color cast is somewhat stylized rather than strictly natural. There is some blur and softness, yet the resolution remains acceptable and the imagery is still recognizable. Occasional artifacts and mild distortion appear around the figures, though they do not dominate the scene. Overall, the visual quality is fair with noticeable but not crippling issues, corresponding to a mid-range score.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—two humanoid figures, a dreamlike setting, and a rose-petal aesthetic—with a gentle, ethereal mood. However, key dynamic aspects described in the prompt are not convincingly realized: the figures do not clearly perform a graceful courtship dance, nor do they visibly merge into a single blossom or undergo a distinct separation sequence. The background hints at additional floral figures, but the overall choreography and transformational moments are underdeveloped. The alignment is partial, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThere are mild inconsistencies in anatomy and motion, such as occasional limb blending and slight distortions, which reduce believability but do not render the scene completely implausible. The overall physical behavior remains within a plausible range for a stylized, dreamlike representation, yielding a moderate level of common-sense consistency.\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": 2.3125,
+ "TA": 2.625,
+ "MQ": 2.796875,
+ "Overall": 7.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic scene featuring two humanoid figures composed of delicate, overlapping pink rose petals performing a graceful courtship dance in a surreal, dreamlike landscape. The figures are said to twirl and embrace, with their petal-laden limbs entwined, and their forms merging into a single blossom during the embrace, followed by a gentle separation and a gradual reveal of a vast, blooming garden with other flower-human figures performing a similar dance under ethereal lighting.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate quality issues rather than extreme degradation. The heavy pink/magenta tint persists but is not uniformly overwhelming throughout all frames, and the color cast is somewhat stylized rather than strictly natural. There is some blur and softness, yet the resolution remains acceptable and the imagery is still recognizable. Occasional artifacts and mild distortion appear around the figures, though they do not dominate the scene. Overall, the visual quality is fair with noticeable but not crippling issues, corresponding to a mid-range score.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—two humanoid figures, a dreamlike setting, and a rose-petal aesthetic—with a gentle, ethereal mood. However, key dynamic aspects described in the prompt are not convincingly realized: the figures do not clearly perform a graceful courtship dance, nor do they visibly merge into a single blossom or undergo a distinct separation sequence. The background hints at additional floral figures, but the overall choreography and transformational moments are underdeveloped. The alignment is partial, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThere are mild inconsistencies in anatomy and motion, such as occasional limb blending and slight distortions, which reduce believability but do not render the scene completely implausible. The overall physical behavior remains within a plausible range for a stylized, dreamlike representation, yielding a moderate level of common-sense consistency.\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": "cinematic shot, initially static, captures two humanoid figures composed entirely of delicate, overlapping pink rose petals, engaging in a graceful courtship dance amidst a surreal, dreamlike landscape. Their intricately layered forms, with petals ranging from soft blush to deep burgundy, create a sense of depth and texture, while their movements are fluid and incredibly graceful. They twirl and embrace, their petal-laden limbs entwined; during their embrace, their forms temporarily merge into a beautiful blossom, individual petals swirling together before gently pulling apart, perfectly reforming their individual forms. The ground beneath their feet is soft, luminous moss, bathing the scene in an ethereal, diffuse light from an unseen source, casting no harsh shadows. As their enchanting ritual continues, the camera begins a slow, seamless crane shot, rising vertically to reveal the vastness of their surroundings. The two figures are part of a vast, blooming garden, where countless other flowers – lilies, tulips and peonies – also take on human shapes and perform a similar, mesmerizing dance, creating a silent, synchronized ballet across a dreamlike terrain, fostering a profound atmosphere of tranquility, magic and romantic wonder.",
+ "seed": 12531,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_3/index_6281_seed_12531_dp_6_rank_12_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": 2.6875,
+ "video_score2_ta": 2.578125,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 8.25,
+ "avg": 8.25,
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+ {
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+ "question": "cinematic shot, initially static, captures two humanoid figures composed entirely of delicate, overlapping pink rose petals, engaging in a graceful courtship dance amidst a surreal, dreamlike landscape. Their intricately layered forms, with petals ranging from soft blush to deep burgundy, create a sense of depth and texture, while their movements are fluid and incredibly graceful. They twirl and embrace, their petal-laden limbs entwined; during their embrace, their forms temporarily merge into a beautiful blossom, individual petals swirling together before gently pulling apart, perfectly reforming their individual forms. The ground beneath their feet is soft, luminous moss, bathing the scene in an ethereal, diffuse light from an unseen source, casting no harsh shadows. As their enchanting ritual continues, the camera begins a slow, seamless crane shot, rising vertically to reveal the vastness of their surroundings. The two figures are part of a vast, blooming garden, where countless other flowers – lilies, tulips and peonies – also take on human shapes and perform a similar, mesmerizing dance, creating a silent, synchronized ballet across a dreamlike terrain, fostering a profound atmosphere of tranquility, magic and romantic wonder.",
+ "token_credit_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 cinematic scene featuring two humanoid figures composed of delicate, overlapping pink rose petals performing a graceful courtship dance in a surreal, dreamlike landscape. The ground is soft, luminous moss, and the lighting is ethereal and diffuse. The camera should rise slowly to reveal a vast blooming garden with many other flower-human figures dancing in harmony, creating a tranquil, magical atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional blur, especially in background elements. The rose-petal figures are identifiable but not razor-sharp, and there are minor inconsistencies in rendering across frames. The color palette remains consistently warm with pink/red tones, and the lighting maintains a dreamy, ethereal mood. There are no major distortions or artifacts, and transitions between frames are reasonably smooth. In sum, the visuals convey the intended aesthetic but do not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents two rose-petal figures in a dreamlike setting with a soft, luminous ground and ethereal lighting, and it includes a slow vertical camera movement. However, certain aspects described in the prompt—such as a broader garden scene with many more flower-human dancers and a more pronounced, continuous merging/dancing sequence—are not fully realized. Despite these gaps, the core elements and mood align well with the prompt, yielding a solid overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The figures’ proportions and the way petals overlap are plausible within a stylized fantasy context, and the environment supports the dreamlike narrative. Some interactions and motion could be refined to better reflect real-world physics, but the scene remains coherent and believable within its imaginative framework.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.6875,
+ "TA": 2.578125,
+ "MQ": 2.984375,
+ "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 cinematic scene featuring two humanoid figures composed of delicate, overlapping pink rose petals performing a graceful courtship dance in a surreal, dreamlike landscape. The ground is soft, luminous moss, and the lighting is ethereal and diffuse. The camera should rise slowly to reveal a vast blooming garden with many other flower-human figures dancing in harmony, creating a tranquil, magical atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional blur, especially in background elements. The rose-petal figures are identifiable but not razor-sharp, and there are minor inconsistencies in rendering across frames. The color palette remains consistently warm with pink/red tones, and the lighting maintains a dreamy, ethereal mood. There are no major distortions or artifacts, and transitions between frames are reasonably smooth. In sum, the visuals convey the intended aesthetic but do not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents two rose-petal figures in a dreamlike setting with a soft, luminous ground and ethereal lighting, and it includes a slow vertical camera movement. However, certain aspects described in the prompt—such as a broader garden scene with many more flower-human dancers and a more pronounced, continuous merging/dancing sequence—are not fully realized. Despite these gaps, the core elements and mood align well with the prompt, yielding a solid overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The figures’ proportions and the way petals overlap are plausible within a stylized fantasy context, and the environment supports the dreamlike narrative. Some interactions and motion could be refined to better reflect real-world physics, but the scene remains coherent and believable within its imaginative framework.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic shot, initially static, captures two humanoid figures composed entirely of delicate, overlapping pink rose petals, engaging in a graceful courtship dance amidst a surreal, dreamlike landscape. Their intricately layered forms, with petals ranging from soft blush to deep burgundy, create a sense of depth and texture, while their movements are fluid and incredibly graceful. They twirl and embrace, their petal-laden limbs entwined; during their embrace, their forms temporarily merge into a beautiful blossom, individual petals swirling together before gently pulling apart, perfectly reforming their individual forms. The ground beneath their feet is soft, luminous moss, bathing the scene in an ethereal, diffuse light from an unseen source, casting no harsh shadows. As their enchanting ritual continues, the camera begins a slow, seamless crane shot, rising vertically to reveal the vastness of their surroundings. The two figures are part of a vast, blooming garden, where countless other flowers – lilies, tulips and peonies – also take on human shapes and perform a similar, mesmerizing dance, creating a silent, synchronized ballet across a dreamlike terrain, fostering a profound atmosphere of tranquility, magic and romantic wonder.",
+ "seed": 12532,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_3/index_6281_seed_12532_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": 3.09375,
+ "video_score2_ta": 2.8125,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.875,
+ "avg": 8.84375,
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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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic scene featuring two humanoid figures composed of delicate, overlapping pink rose petals performing a graceful courtship dance in a surreal, dreamlike landscape. The ground is soft, luminous moss, and the lighting is ethereal and diffuse. The camera should begin with a static shot and then move to a slow vertical crane shot revealing the vastness of the surroundings, with many other flowers taking on human shapes and performing similar dances in a tranquil, magical setting.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and color richness, but there are noticeable limitations that prevent a higher rating. The rose-petal figures remain identifiable, yet some frames exhibit mild softness or minor artifacting, and occasional slight inconsistencies in edge definition. The background garden elements are present and contribute to the dreamlike mood, but overall sharpness and polish do not reach high-end levels. The sequence remains coherent, with no severe distortions, though the quality does not consistently meet top-tier standards.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two rose-petal figures, a graceful dance, a surreal garden setting, and the intended ethereal lighting. The static initial framing and the later vertical crane movement align with the described progression. Some finer details—such as the exact color gradation of petals and the precise timing of the choreography—are present but not perfectly matched throughout, leaving room for minor deviations without breaking the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The motion and interactions feel plausible within the fantasy context, and the petal structures maintain recognizable form during movement. However, there are occasional small inconsistencies in weight transfer, spacing between figures, and subtle petal dynamics that prevent a higher level of believability. The scene remains coherent and readable, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.09375,
+ "TA": 2.8125,
+ "MQ": 2.9375,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic scene featuring two humanoid figures composed of delicate, overlapping pink rose petals performing a graceful courtship dance in a surreal, dreamlike landscape. The ground is soft, luminous moss, and the lighting is ethereal and diffuse. The camera should begin with a static shot and then move to a slow vertical crane shot revealing the vastness of the surroundings, with many other flowers taking on human shapes and performing similar dances in a tranquil, magical setting.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and color richness, but there are noticeable limitations that prevent a higher rating. The rose-petal figures remain identifiable, yet some frames exhibit mild softness or minor artifacting, and occasional slight inconsistencies in edge definition. The background garden elements are present and contribute to the dreamlike mood, but overall sharpness and polish do not reach high-end levels. The sequence remains coherent, with no severe distortions, though the quality does not consistently meet top-tier standards.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two rose-petal figures, a graceful dance, a surreal garden setting, and the intended ethereal lighting. The static initial framing and the later vertical crane movement align with the described progression. Some finer details—such as the exact color gradation of petals and the precise timing of the choreography—are present but not perfectly matched throughout, leaving room for minor deviations without breaking the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The motion and interactions feel plausible within the fantasy context, and the petal structures maintain recognizable form during movement. However, there are occasional small inconsistencies in weight transfer, spacing between figures, and subtle petal dynamics that prevent a higher level of believability. The scene remains coherent and readable, 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": "cinematic shot, initially static, captures two humanoid figures composed entirely of delicate, overlapping pink rose petals, engaging in a graceful courtship dance amidst a surreal, dreamlike landscape. Their intricately layered forms, with petals ranging from soft blush to deep burgundy, create a sense of depth and texture, while their movements are fluid and incredibly graceful. They twirl and embrace, their petal-laden limbs entwined; during their embrace, their forms temporarily merge into a beautiful blossom, individual petals swirling together before gently pulling apart, perfectly reforming their individual forms. The ground beneath their feet is soft, luminous moss, bathing the scene in an ethereal, diffuse light from an unseen source, casting no harsh shadows. As their enchanting ritual continues, the camera begins a slow, seamless crane shot, rising vertically to reveal the vastness of their surroundings. The two figures are part of a vast, blooming garden, where countless other flowers – lilies, tulips and peonies – also take on human shapes and perform a similar, mesmerizing dance, creating a silent, synchronized ballet across a dreamlike terrain, fostering a profound atmosphere of tranquility, magic and romantic wonder.",
+ "seed": 12533,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_3/index_6281_seed_12533_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.484375,
+ "video_score2_ta": 2.765625,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.1875,
+ "avg": 8.1875,
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+ "question": "cinematic shot, initially static, captures two humanoid figures composed entirely of delicate, overlapping pink rose petals, engaging in a graceful courtship dance amidst a surreal, dreamlike landscape. Their intricately layered forms, with petals ranging from soft blush to deep burgundy, create a sense of depth and texture, while their movements are fluid and incredibly graceful. They twirl and embrace, their petal-laden limbs entwined; during their embrace, their forms temporarily merge into a beautiful blossom, individual petals swirling together before gently pulling apart, perfectly reforming their individual forms. The ground beneath their feet is soft, luminous moss, bathing the scene in an ethereal, diffuse light from an unseen source, casting no harsh shadows. As their enchanting ritual continues, the camera begins a slow, seamless crane shot, rising vertically to reveal the vastness of their surroundings. The two figures are part of a vast, blooming garden, where countless other flowers – lilies, tulips and peonies – also take on human shapes and perform a similar, mesmerizing dance, creating a silent, synchronized ballet across a dreamlike terrain, fostering a profound atmosphere of tranquility, magic and romantic wonder.",
+ "token_credit_reward": 8.1875,
+ "selected_reward": 8.1875,
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
+ 2,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic scene featuring two humanoid figures composed of delicate, overlapping pink rose petals performing a graceful courtship dance in a surreal, dreamlike landscape. The ground is soft, luminous moss, and an unseen source casts ethereal, diffuse light. The camera should begin a slow, seamless crane shot rising to reveal the vastness of their surroundings, with many other flowers taking on human shapes and performing a similar ballet across a dreamlike terrain.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some artifacting that reduce sharpness. The color palette remains consistently warm with pink/red tones, and lighting is generally even, though occasional minor inconsistencies appear. The sequence appears stable without major distortions, but fine details are not always crisp due to the stylized rendering.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents two figures formed from rose petals, a dreamlike landscape, and a soft, luminous ground with ethereal lighting. The core elements — petal composition, mood, and the general setting — align well with the description. However, certain dynamic aspects such as the exact choreography of the dance and the precise moment of merging into a blossom are not fully realized, leaving some gaps between the prompt and execution. The crane-shot aspect cannot be confirmed from still frames alone.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains coherent spatial relationships and plausible interactions within the dreamlike context, and the ethereal lighting supports the fantasy premise. Some moments rely on stylized physics, which slightly reduces strict common-sense realism, but the overall coherence remains acceptable.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.484375,
+ "TA": 2.765625,
+ "MQ": 2.9375,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic scene featuring two humanoid figures composed of delicate, overlapping pink rose petals performing a graceful courtship dance in a surreal, dreamlike landscape. The ground is soft, luminous moss, and an unseen source casts ethereal, diffuse light. The camera should begin a slow, seamless crane shot rising to reveal the vastness of their surroundings, with many other flowers taking on human shapes and performing a similar ballet across a dreamlike terrain.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some artifacting that reduce sharpness. The color palette remains consistently warm with pink/red tones, and lighting is generally even, though occasional minor inconsistencies appear. The sequence appears stable without major distortions, but fine details are not always crisp due to the stylized rendering.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents two figures formed from rose petals, a dreamlike landscape, and a soft, luminous ground with ethereal lighting. The core elements — petal composition, mood, and the general setting — align well with the description. However, certain dynamic aspects such as the exact choreography of the dance and the precise moment of merging into a blossom are not fully realized, leaving some gaps between the prompt and execution. The crane-shot aspect cannot be confirmed from still frames alone.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains coherent spatial relationships and plausible interactions within the dreamlike context, and the ethereal lighting supports the fantasy premise. Some moments rely on stylized physics, which slightly reduces strict common-sense realism, but the overall coherence remains acceptable.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_4/index_tensor([6499, 6499])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_4/index_tensor([6499, 6499])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6839d5de7aaa91730a352e535673f4f6c5214438
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_4/index_tensor([6499, 6499])_group_4_rewards.json
@@ -0,0 +1,10210 @@
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where a crystal-clear cylindrical glass contains water; at the bottom a solid flake of white soapstone dissolves, triggering a dramatic eruption of giant silver bubbles that form a vertical, rapid rise through the water. The bubbles coalesce into a dense, expanding layer of white foam, which thickens and covers the surface as illuminated lighting highlights the glass and the foam's texture, creating a dynamic transformation.\n\nVisual Quality Analysis:\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. Some frames exhibit mild blur or softness, and a few transitions feel slightly abrupt rather than smoothly continuous. Reflections and refractions are present but not perfectly rendered across all frames, and the glass rendering lacks flawless uniformity. In sum, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video includes a glass, water, and some bubble activity, several key elements from the description are missing or underdeveloped. There is no clearly visible white soapstone flake initiating dissolution, and the described dramatic, cohesive sequence (rapid bubble eruption, vertical stream, and a dense, expanding foam layer) is not convincingly realized. The result reads more as a generic water scene with bubbles rather than the specific, vivid transformation outlined in the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: bubbles rise and interact with the liquid, and the glass remains structurally coherent. However, some micro-dynamics and timing feel slightly off, and the foam’s development does not always align with the expected behavior of a soapstone-driven dissolution. Overall, the physical behavior is believable but not perfectly aligned with the described scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.375,
+ "TA": 2.046875,
+ "MQ": 2.71875,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a sequence where a crystal-clear cylindrical glass contains water; at the bottom a solid flake of white soapstone dissolves, triggering a dramatic eruption of giant silver bubbles that form a vertical, rapid rise through the water. The bubbles coalesce into a dense, expanding layer of white foam, which thickens and covers the surface as illuminated lighting highlights the glass and the foam's texture, creating a dynamic transformation.\n\nVisual Quality Analysis:\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. Some frames exhibit mild blur or softness, and a few transitions feel slightly abrupt rather than smoothly continuous. Reflections and refractions are present but not perfectly rendered across all frames, and the glass rendering lacks flawless uniformity. In sum, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video includes a glass, water, and some bubble activity, several key elements from the description are missing or underdeveloped. There is no clearly visible white soapstone flake initiating dissolution, and the described dramatic, cohesive sequence (rapid bubble eruption, vertical stream, and a dense, expanding foam layer) is not convincingly realized. The result reads more as a generic water scene with bubbles rather than the specific, vivid transformation outlined in the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: bubbles rise and interact with the liquid, and the glass remains structurally coherent. However, some micro-dynamics and timing feel slightly off, and the foam’s development does not always align with the expected behavior of a soapstone-driven dissolution. Overall, the physical behavior is believable but not perfectly aligned with the described scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, slightly high-angle close-up frames a crystal-clear cylindrical glass filled with perfectly still, transparent water, set against a dark, minimalist backdrop. At the bottom of the glass, a solid flake of white soapstone begins to dissolve violently. Instantly, a cloud of giant silver bubbles erupts from the entire surface, forming a shimmering vertical stream that rapidly rises through the water. As this continuous stream of bubbles reaches the surface, they accumulate and coalesce, meticulously forming an expanding layer of dense, pure white foam. The camera captures the dynamic contrast between the chaotic upward surge of bubbles and the steady, deliberate growth of a creamy layer of foam, which gradually thickens and covers the entire surface of the water. All illuminated by crisp, clean lighting that emphasizes the clarity of the glass and the pristine texture of the foam, creating a focused and captivating atmosphere of vibrant transformation.",
+ "seed": 28419,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_4/index_6499_seed_28419_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": 3.28125,
+ "video_score2_ta": 2.71875,
+ "video_score2_mq": 3.625,
+ "video_score2_overall": 9.625,
+ "avg": 9.625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, slightly high-angle close-up frames a crystal-clear cylindrical glass filled with perfectly still, transparent water, set against a dark, minimalist backdrop. At the bottom of the glass, a solid flake of white soapstone begins to dissolve violently. Instantly, a cloud of giant silver bubbles erupts from the entire surface, forming a shimmering vertical stream that rapidly rises through the water. As this continuous stream of bubbles reaches the surface, they accumulate and coalesce, meticulously forming an expanding layer of dense, pure white foam. The camera captures the dynamic contrast between the chaotic upward surge of bubbles and the steady, deliberate growth of a creamy layer of foam, which gradually thickens and covers the entire surface of the water. All illuminated by crisp, clean lighting that emphasizes the clarity of the glass and the pristine texture of the foam, creating a focused and captivating atmosphere of vibrant transformation.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly high-angle close-up of a crystal-clear cylindrical glass containing perfectly still, transparent water, set against a dark, minimalist backdrop. A solid flake of white soapstone dissolves violently at the bottom, generating a cloud of giant silver bubbles that form a shimmering vertical stream rising through the water. As the bubbles reach the surface, they accumulate and coalesce into an expanding layer of dense, pure white foam, with a clear contrast between the chaotic bubble motion and the steady foam growth. The scene is illuminated by crisp, clean lighting to emphasize the glass clarity and the foam texture, aiming for a focused and captivating atmosphere of transformation.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The glass remains clearly visible with good transparency, and the dark backdrop provides strong contrast. Lighting is generally crisp and consistent across frames. However, there are minor imperfections: occasional slight softness or compression artifacts in some frames, and a few frames show minor color or exposure inconsistencies. These do not dominate the viewing experience but prevent a perfect score. In sum, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt (glass, water, dark backdrop, and visible bubbles). However, key aspects are not convincingly realized: the initial flake of soapstone is not clearly identifiable, the sequence does not convincingly show a dramatic dissolution event, and the formation of a dense, expanding foam layer is not clearly demonstrated. The alignment is moderate rather than strong, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe observed dynamics—rising bubbles and a light-colored foam—are plausible in isolation, but the overall sequence lacks a convincing causal progression from dissolution to foam expansion. The timing and interaction between dissolution, bubble ascent, and foam development feel inconsistent with everyday chemistry expectations, reducing perceived realism. This yields a lower score around 2/5.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 2\n\n\n\n(1) visual quality: 4\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": {
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+ "TA": 2.71875,
+ "MQ": 3.625,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly high-angle close-up of a crystal-clear cylindrical glass containing perfectly still, transparent water, set against a dark, minimalist backdrop. A solid flake of white soapstone dissolves violently at the bottom, generating a cloud of giant silver bubbles that form a shimmering vertical stream rising through the water. As the bubbles reach the surface, they accumulate and coalesce into an expanding layer of dense, pure white foam, with a clear contrast between the chaotic bubble motion and the steady foam growth. The scene is illuminated by crisp, clean lighting to emphasize the glass clarity and the foam texture, aiming for a focused and captivating atmosphere of transformation.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The glass remains clearly visible with good transparency, and the dark backdrop provides strong contrast. Lighting is generally crisp and consistent across frames. However, there are minor imperfections: occasional slight softness or compression artifacts in some frames, and a few frames show minor color or exposure inconsistencies. These do not dominate the viewing experience but prevent a perfect score. In sum, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt (glass, water, dark backdrop, and visible bubbles). However, key aspects are not convincingly realized: the initial flake of soapstone is not clearly identifiable, the sequence does not convincingly show a dramatic dissolution event, and the formation of a dense, expanding foam layer is not clearly demonstrated. The alignment is moderate rather than strong, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe observed dynamics—rising bubbles and a light-colored foam—are plausible in isolation, but the overall sequence lacks a convincing causal progression from dissolution to foam expansion. The timing and interaction between dissolution, bubble ascent, and foam development feel inconsistent with everyday chemistry expectations, reducing perceived realism. This yields a lower score around 2/5.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 2\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 28420,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_4/index_6499_seed_28420_dp_9_rank_18_sample_2_slot_0.mp4",
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+ "video_score2_ta": 1.6796875,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 7.59375,
+ "avg": 7.6015625,
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+ "question": "static, slightly high-angle close-up frames a crystal-clear cylindrical glass filled with perfectly still, transparent water, set against a dark, minimalist backdrop. At the bottom of the glass, a solid flake of white soapstone begins to dissolve violently. Instantly, a cloud of giant silver bubbles erupts from the entire surface, forming a shimmering vertical stream that rapidly rises through the water. As this continuous stream of bubbles reaches the surface, they accumulate and coalesce, meticulously forming an expanding layer of dense, pure white foam. The camera captures the dynamic contrast between the chaotic upward surge of bubbles and the steady, deliberate growth of a creamy layer of foam, which gradually thickens and covers the entire surface of the water. All illuminated by crisp, clean lighting that emphasizes the clarity of the glass and the pristine texture of the foam, creating a focused and captivating atmosphere of vibrant transformation.",
+ "token_credit_reward": 7.59375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly high-angle close-up of a crystal-clear cylindrical glass containing perfectly still, transparent water, set against a dark, minimalist backdrop. A solid flake of white soapstone dissolves at the bottom, generating a cloud of giant silver bubbles that rise through the water, form a shimmering vertical stream, and then accumulate into a dense, expanding layer of foam as the bubbles reach the surface. The scene is illuminated by crisp, clean lighting to emphasize the glass and the foam's texture, aiming for a focused and captivating atmosphere of transformation.\n\nVisual Quality Assessment:\nOverall, the visuals are moderate in quality. The glass and water are recognizable, but the render shows some softness and minor artifacts that prevent a high-fidelity look. The bubbles are present and move with plausible dynamics, yet their appearance lacks the sharpness and fine detail seen in top-tier renders. The lighting remains generally consistent, though it does not achieve the level of crispness described in the prompt. In sum, the video communicates the intended scene adequately but does not exhibit strong visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video presents a glass with water and visible bubbles, but several key elements from the description are missing or underrepresented: there is no clearly visible white soapstone flake initiating dissolution, and the sequence does not show a distinct transition from a dense foam layer to a fully covered surface. The lighting and framing align with parts of the prompt, but the core narrative events are not faithfully realized, resulting in a moderate misalignment overall.\n\nPhysical/Common-sense Consistency:\nBubble dynamics appear physically plausible, with rising motion and light interaction that feel believable. However, the absence of the expected initiating event (the soapstone flake) and the lack of a clear, progressive foam coverage reduce the perceived physical coherence of the scene. Overall, the physical behavior is acceptable but not strongly convincing in terms of the described scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "TA": 1.6796875,
+ "MQ": 2.9375,
+ "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 a static, slightly high-angle close-up of a crystal-clear cylindrical glass containing perfectly still, transparent water, set against a dark, minimalist backdrop. A solid flake of white soapstone dissolves at the bottom, generating a cloud of giant silver bubbles that rise through the water, form a shimmering vertical stream, and then accumulate into a dense, expanding layer of foam as the bubbles reach the surface. The scene is illuminated by crisp, clean lighting to emphasize the glass and the foam's texture, aiming for a focused and captivating atmosphere of transformation.\n\nVisual Quality Assessment:\nOverall, the visuals are moderate in quality. The glass and water are recognizable, but the render shows some softness and minor artifacts that prevent a high-fidelity look. The bubbles are present and move with plausible dynamics, yet their appearance lacks the sharpness and fine detail seen in top-tier renders. The lighting remains generally consistent, though it does not achieve the level of crispness described in the prompt. In sum, the video communicates the intended scene adequately but does not exhibit strong visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video presents a glass with water and visible bubbles, but several key elements from the description are missing or underrepresented: there is no clearly visible white soapstone flake initiating dissolution, and the sequence does not show a distinct transition from a dense foam layer to a fully covered surface. The lighting and framing align with parts of the prompt, but the core narrative events are not faithfully realized, resulting in a moderate misalignment overall.\n\nPhysical/Common-sense Consistency:\nBubble dynamics appear physically plausible, with rising motion and light interaction that feel believable. However, the absence of the expected initiating event (the soapstone flake) and the lack of a clear, progressive foam coverage reduce the perceived physical coherence of the scene. Overall, the physical behavior is acceptable but not strongly convincing in terms of the described scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, slightly high-angle close-up frames a crystal-clear cylindrical glass filled with perfectly still, transparent water, set against a dark, minimalist backdrop. At the bottom of the glass, a solid flake of white soapstone begins to dissolve violently. Instantly, a cloud of giant silver bubbles erupts from the entire surface, forming a shimmering vertical stream that rapidly rises through the water. As this continuous stream of bubbles reaches the surface, they accumulate and coalesce, meticulously forming an expanding layer of dense, pure white foam. The camera captures the dynamic contrast between the chaotic upward surge of bubbles and the steady, deliberate growth of a creamy layer of foam, which gradually thickens and covers the entire surface of the water. All illuminated by crisp, clean lighting that emphasizes the clarity of the glass and the pristine texture of the foam, creating a focused and captivating atmosphere of vibrant transformation.",
+ "seed": 28421,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_4/index_6499_seed_28421_dp_9_rank_18_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.21875,
+ "video_score2_ta": 2.609375,
+ "video_score2_mq": 3.5625,
+ "video_score2_overall": 9.375,
+ "avg": 9.390625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, slightly high-angle close-up frames a crystal-clear cylindrical glass filled with perfectly still, transparent water, set against a dark, minimalist backdrop. At the bottom of the glass, a solid flake of white soapstone begins to dissolve violently. Instantly, a cloud of giant silver bubbles erupts from the entire surface, forming a shimmering vertical stream that rapidly rises through the water. As this continuous stream of bubbles reaches the surface, they accumulate and coalesce, meticulously forming an expanding layer of dense, pure white foam. The camera captures the dynamic contrast between the chaotic upward surge of bubbles and the steady, deliberate growth of a creamy layer of foam, which gradually thickens and covers the entire surface of the water. All illuminated by crisp, clean lighting that emphasizes the clarity of the glass and the pristine texture of the foam, creating a focused and captivating atmosphere of vibrant transformation.",
+ "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, slightly high-angle close-up of a crystal-clear cylindrical glass containing perfectly still, transparent water against a dark, minimalist backdrop. A solid flake of white soapstone dissolves violently at the bottom, generating a cloud of giant silver bubbles that form a shimmering vertical stream rising through the water. As the bubbles reach the surface, they accumulate and coalesce into an expanding layer of dense, pure white foam, with a clear contrast between the chaotic bubble motion and the steady foam growth. The scene is illuminated by crisp, clean lighting to emphasize the glass clarity and the foam texture, aiming for a focused and captivating atmosphere of transformation.\n\nVisual Quality Analysis:\nOverall, the visuals are solid but not flawless. The glass remains clearly visible, water appears transparent, and the dark backdrop provides good contrast. Lighting is generally crisp and consistent across frames. However, there are minor imperfections: occasional slight softness or compression artifacts in some frames, and a few frames show minor color or exposure inconsistencies. These do not dominate the viewing experience but prevent a perfect score. In sum, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt (glass, water, dark backdrop, and visible foam). However, key dynamic aspects described in the prompt are not convincingly realized. The sequence does not clearly depict the dramatic dissolution of the soapstone nor a pronounced vertical bubble stream, and the transition from dissolution to bubble eruption to foam growth is not convincingly staged. The alignment is moderate rather than strong, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe observed behavior—glass integrity, water transparency, and the gradual foam formation—appears physically plausible. Yet the absence of the expected dynamic steps and the lack of a clearly depicted cause-and-effect relationship reduce the perceived realism of the process. Overall, Physical/Common-sense Consistency is moderate, rated 3/5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.21875,
+ "TA": 2.609375,
+ "MQ": 3.5625,
+ "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, slightly high-angle close-up of a crystal-clear cylindrical glass containing perfectly still, transparent water against a dark, minimalist backdrop. A solid flake of white soapstone dissolves violently at the bottom, generating a cloud of giant silver bubbles that form a shimmering vertical stream rising through the water. As the bubbles reach the surface, they accumulate and coalesce into an expanding layer of dense, pure white foam, with a clear contrast between the chaotic bubble motion and the steady foam growth. The scene is illuminated by crisp, clean lighting to emphasize the glass clarity and the foam texture, aiming for a focused and captivating atmosphere of transformation.\n\nVisual Quality Analysis:\nOverall, the visuals are solid but not flawless. The glass remains clearly visible, water appears transparent, and the dark backdrop provides good contrast. Lighting is generally crisp and consistent across frames. However, there are minor imperfections: occasional slight softness or compression artifacts in some frames, and a few frames show minor color or exposure inconsistencies. These do not dominate the viewing experience but prevent a perfect score. In sum, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt (glass, water, dark backdrop, and visible foam). However, key dynamic aspects described in the prompt are not convincingly realized. The sequence does not clearly depict the dramatic dissolution of the soapstone nor a pronounced vertical bubble stream, and the transition from dissolution to bubble eruption to foam growth is not convincingly staged. The alignment is moderate rather than strong, corresponding to a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nThe observed behavior—glass integrity, water transparency, and the gradual foam formation—appears physically plausible. Yet the absence of the expected dynamic steps and the lack of a clearly depicted cause-and-effect relationship reduce the perceived realism of the process. Overall, Physical/Common-sense Consistency is moderate, rated 3/5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_5/index_tensor([2838, 2838])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_5/index_tensor([2838, 2838])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b66730ab03e94cb85747c93e8ad77dbb024c999
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_5/index_tensor([2838, 2838])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "shot shot from an extremely low angle, the camera tilts slowly and steadily upward, following a massive spacecraft, its metal hull covered in weathered titanium panels and a complex network of pipes. Against the deep blue of the predawn sky, it rises with majestic and unstoppable grace from its massive concrete and steel launch pad. At the ship's rear, massive engine nozzles violently belch a dazzling burst of flames. The core of the flames is a near-incandescent white, fading into blazing orange and yellow. Their immense power distorts the surrounding air. Simultaneously, a torrent of thick white smoke and steam erupts from the base, rapidly engulfing the entire launch pad and billowing across the ground, illuminated by the intense light of the flames like a boiling sea of clouds. As the spacecraft steadily and calmly accelerates upward, the camera continues to look up, capturing every structural detail on its huge body illuminated by the fire below. The entire picture is filled with an overwhelming sense of power and an awe-inspiring atmosphere, creating an epic moment of human technology and space exploration.",
+ "seed": 9609,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_5/index_2838_seed_9609_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": 3.34375,
+ "video_score2_ta": 3.90625,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 10.375,
+ "avg": 10.40625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "shot shot from an extremely low angle, the camera tilts slowly and steadily upward, following a massive spacecraft, its metal hull covered in weathered titanium panels and a complex network of pipes. Against the deep blue of the predawn sky, it rises with majestic and unstoppable grace from its massive concrete and steel launch pad. At the ship's rear, massive engine nozzles violently belch a dazzling burst of flames. The core of the flames is a near-incandescent white, fading into blazing orange and yellow. Their immense power distorts the surrounding air. Simultaneously, a torrent of thick white smoke and steam erupts from the base, rapidly engulfing the entire launch pad and billowing across the ground, illuminated by the intense light of the flames like a boiling sea of clouds. As the spacecraft steadily and calmly accelerates upward, the camera continues to look up, capturing every structural detail on its huge body illuminated by the fire below. The entire picture is filled with an overwhelming sense of power and an awe-inspiring atmosphere, creating an epic moment of human technology and space exploration.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a shot from an extremely low angle, a camera tilt upward following a massive spacecraft with a weathered metal hull, rising from a concrete/steel launch pad, massive engine nozzles at the rear, flames starting as near incandescent white and fading to orange/yellow, thick white smoke and steam engulfing the pad, and the spacecraft accelerating upward while the camera looks up. The scene aims for an epic moment of human technology and space exploration.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable artifacts and some inconsistencies in lighting and color grading. The spacecraft details are visible, yet some surfaces appear slightly soft or blurred, and flame/smoke effects can look artificial. The sequence remains coherent, but it does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: extremely low angle, upward camera tilt, massive spacecraft, weathered metal hull, launch pad, rear engine nozzles, flames, and white smoke. The core narrative and dramatic mood align well with the description. Some minor deviations exist in exact timing of the tilt and in fine-grained surface textures, but these do not significantly detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible launch dynamics and lighting, but there are subtle inconsistencies in flame behavior, smoke dispersion, and surface reflections that prevent full realism. The overall sequence remains believable, though not perfectly physically accurate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.34375,
+ "TA": 3.90625,
+ "MQ": 3.15625,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a shot from an extremely low angle, a camera tilt upward following a massive spacecraft with a weathered metal hull, rising from a concrete/steel launch pad, massive engine nozzles at the rear, flames starting as near incandescent white and fading to orange/yellow, thick white smoke and steam engulfing the pad, and the spacecraft accelerating upward while the camera looks up. The scene aims for an epic moment of human technology and space exploration.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable artifacts and some inconsistencies in lighting and color grading. The spacecraft details are visible, yet some surfaces appear slightly soft or blurred, and flame/smoke effects can look artificial. The sequence remains coherent, but it does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: extremely low angle, upward camera tilt, massive spacecraft, weathered metal hull, launch pad, rear engine nozzles, flames, and white smoke. The core narrative and dramatic mood align well with the description. Some minor deviations exist in exact timing of the tilt and in fine-grained surface textures, but these do not significantly detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible launch dynamics and lighting, but there are subtle inconsistencies in flame behavior, smoke dispersion, and surface reflections that prevent full realism. The overall sequence remains believable, though not perfectly physically accurate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a shot from an extremely low angle, a camera tilt upward following a massive spacecraft with a detailed metal hull, rising from a concrete/steel launch pad, massive engine nozzles with flames, a sequence where the ship accelerates upward while the camera looks up, and an overall sense of power and awe in space exploration.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent clarity but not high-end sharpness; some softness and minor artifacts are present. Lighting and contrast are generally adequate, though flame regions can appear slightly washed out at times. The spacecraft details are visible but not consistently crisp, and there may be occasional frame-to-frame inconsistencies that affect perceived smoothness. The sequence remains coherent, but the overall polish is mid-range rather than cinematic.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: extremely low-angle framing, upward camera motion, a large spacecraft with detailed hull, launch pad context, and prominent engine flames. The flames display a bright core with orange/yellow hues, and there is visible smoke. The ascent and camera tilt align with the described progression. Some aspects—such as the exact speed of acceleration or the precise timing of the tilt—are not perfectly synchronized, but the major prompt components are well represented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible launch dynamics with flames, smoke, and lighting interacting in a believable manner. However, certain aspects such as the scale relationship between the ship, pad, and atmosphere, and the timing of the ascent, are not perfectly aligned with real-world physics, resulting in a credible but not flawless depiction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.84375,
+ "MQ": 3.234375,
+ "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 shot from an extremely low angle, a camera tilt upward following a massive spacecraft with a detailed metal hull, rising from a concrete/steel launch pad, massive engine nozzles with flames, a sequence where the ship accelerates upward while the camera looks up, and an overall sense of power and awe in space exploration.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent clarity but not high-end sharpness; some softness and minor artifacts are present. Lighting and contrast are generally adequate, though flame regions can appear slightly washed out at times. The spacecraft details are visible but not consistently crisp, and there may be occasional frame-to-frame inconsistencies that affect perceived smoothness. The sequence remains coherent, but the overall polish is mid-range rather than cinematic.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: extremely low-angle framing, upward camera motion, a large spacecraft with detailed hull, launch pad context, and prominent engine flames. The flames display a bright core with orange/yellow hues, and there is visible smoke. The ascent and camera tilt align with the described progression. Some aspects—such as the exact speed of acceleration or the precise timing of the tilt—are not perfectly synchronized, but the major prompt components are well represented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible launch dynamics with flames, smoke, and lighting interacting in a believable manner. However, certain aspects such as the scale relationship between the ship, pad, and atmosphere, and the timing of the ascent, are not perfectly aligned with real-world physics, resulting in a credible but not flawless depiction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "shot shot from an extremely low angle, the camera tilts slowly and steadily upward, following a massive spacecraft, its metal hull covered in weathered titanium panels and a complex network of pipes. Against the deep blue of the predawn sky, it rises with majestic and unstoppable grace from its massive concrete and steel launch pad. At the ship's rear, massive engine nozzles violently belch a dazzling burst of flames. The core of the flames is a near-incandescent white, fading into blazing orange and yellow. Their immense power distorts the surrounding air. Simultaneously, a torrent of thick white smoke and steam erupts from the base, rapidly engulfing the entire launch pad and billowing across the ground, illuminated by the intense light of the flames like a boiling sea of clouds. As the spacecraft steadily and calmly accelerates upward, the camera continues to look up, capturing every structural detail on its huge body illuminated by the fire below. The entire picture is filled with an overwhelming sense of power and an awe-inspiring atmosphere, creating an epic moment of human technology and space exploration.",
+ "seed": 9611,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_5/index_2838_seed_9611_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.21875,
+ "video_score2_ta": 3.90625,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 10.3125,
+ "avg": 10.296875,
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+ "question_id": "videoscore2_overall",
+ "question": "shot shot from an extremely low angle, the camera tilts slowly and steadily upward, following a massive spacecraft, its metal hull covered in weathered titanium panels and a complex network of pipes. Against the deep blue of the predawn sky, it rises with majestic and unstoppable grace from its massive concrete and steel launch pad. At the ship's rear, massive engine nozzles violently belch a dazzling burst of flames. The core of the flames is a near-incandescent white, fading into blazing orange and yellow. Their immense power distorts the surrounding air. Simultaneously, a torrent of thick white smoke and steam erupts from the base, rapidly engulfing the entire launch pad and billowing across the ground, illuminated by the intense light of the flames like a boiling sea of clouds. As the spacecraft steadily and calmly accelerates upward, the camera continues to look up, capturing every structural detail on its huge body illuminated by the fire below. The entire picture is filled with an overwhelming sense of power and an awe-inspiring atmosphere, creating an epic moment of human technology and space exploration.",
+ "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 shot from an extremely low angle, a camera tilt upward, a massive spacecraft with a weathered metal hull and complex piping, rising against a deep blue predawn sky from a massive concrete/steel launch pad, with engines at the rear producing a dazzling flame, a core incandescent white flame transitioning to orange/yellow, and a billowing white smoke that engulfs the pad under intense illumination. The scene aims for an overwhelming sense of power and an epic space-exploration mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. Lighting and contrast are generally adequate, yet fine details on the spacecraft and surface textures are not consistently crisp. The flame and smoke effects are present but lack high-fidelity rendering, contributing to a slightly artificial feel. The sequence remains coherent and stable, though it does not reach high-end visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a low-angle perspective, upward camera motion, a large spacecraft, visible metallic panels and piping, a deep-blue sky, and a launch sequence with flame and smoke. Some nuanced aspects—such as the exact degree of weathering on the hull or the precise color gradation in the flames—are not perfectly matched, but the core narrative and dynamics align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The launch sequence follows plausible propulsion and environmental interaction, with flames and smoke behaving in a believable manner and lighting interacting with surfaces. However, there are minor inconsistencies in scale cues and surface 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": 3.21875,
+ "TA": 3.90625,
+ "MQ": 3.171875,
+ "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 shot from an extremely low angle, a camera tilt upward, a massive spacecraft with a weathered metal hull and complex piping, rising against a deep blue predawn sky from a massive concrete/steel launch pad, with engines at the rear producing a dazzling flame, a core incandescent white flame transitioning to orange/yellow, and a billowing white smoke that engulfs the pad under intense illumination. The scene aims for an overwhelming sense of power and an epic space-exploration mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. Lighting and contrast are generally adequate, yet fine details on the spacecraft and surface textures are not consistently crisp. The flame and smoke effects are present but lack high-fidelity rendering, contributing to a slightly artificial feel. The sequence remains coherent and stable, though it does not reach high-end visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a low-angle perspective, upward camera motion, a large spacecraft, visible metallic panels and piping, a deep-blue sky, and a launch sequence with flame and smoke. Some nuanced aspects—such as the exact degree of weathering on the hull or the precise color gradation in the flames—are not perfectly matched, but the core narrative and dynamics align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The launch sequence follows plausible propulsion and environmental interaction, with flames and smoke behaving in a believable manner and lighting interacting with surfaces. However, there are minor inconsistencies in scale cues and surface 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"
+ ]
+ },
+ {
+ "prompt": "shot shot from an extremely low angle, the camera tilts slowly and steadily upward, following a massive spacecraft, its metal hull covered in weathered titanium panels and a complex network of pipes. Against the deep blue of the predawn sky, it rises with majestic and unstoppable grace from its massive concrete and steel launch pad. At the ship's rear, massive engine nozzles violently belch a dazzling burst of flames. The core of the flames is a near-incandescent white, fading into blazing orange and yellow. Their immense power distorts the surrounding air. Simultaneously, a torrent of thick white smoke and steam erupts from the base, rapidly engulfing the entire launch pad and billowing across the ground, illuminated by the intense light of the flames like a boiling sea of clouds. As the spacecraft steadily and calmly accelerates upward, the camera continues to look up, capturing every structural detail on its huge body illuminated by the fire below. The entire picture is filled with an overwhelming sense of power and an awe-inspiring atmosphere, creating an epic moment of human technology and space exploration.",
+ "seed": 9612,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_5/index_2838_seed_9612_dp_11_rank_22_sample_3_slot_1.mp4",
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.375,
+ "video_score2_ta": 3.984375,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 10.5625,
+ "avg": 10.5625,
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+ "question": "shot shot from an extremely low angle, the camera tilts slowly and steadily upward, following a massive spacecraft, its metal hull covered in weathered titanium panels and a complex network of pipes. Against the deep blue of the predawn sky, it rises with majestic and unstoppable grace from its massive concrete and steel launch pad. At the ship's rear, massive engine nozzles violently belch a dazzling burst of flames. The core of the flames is a near-incandescent white, fading into blazing orange and yellow. Their immense power distorts the surrounding air. Simultaneously, a torrent of thick white smoke and steam erupts from the base, rapidly engulfing the entire launch pad and billowing across the ground, illuminated by the intense light of the flames like a boiling sea of clouds. As the spacecraft steadily and calmly accelerates upward, the camera continues to look up, capturing every structural detail on its huge body illuminated by the fire below. The entire picture is filled with an overwhelming sense of power and an awe-inspiring atmosphere, creating an epic moment of human technology and space exploration.",
+ "token_credit_reward": 10.5625,
+ "selected_reward": 10.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a shot from an extremely low angle, a camera tilt upward, a massive spacecraft with a weathered metal hull and complex piping, rising against a deep blue predawn sky, engines at the rear with flames, a core incandescent white flame transitioning to orange/yellow, thick white smoke, rapid engulfment of the launch pad, and a scene of steady acceleration as the camera looks up. The description aims for an epic moment of human technology and space exploration.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the smoke and distant background. There are occasional compression artifacts and mild noise, yet lighting remains dramatic and the contrast between bright flames/smoke and the darker sky is preserved. The sequence remains coherent, though fine details are not consistently crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: extreme low-angle perspective, upward tilt, a large spacecraft with visible metallic panels and pipe networks, a deep blue sky, and prominent flames at the rear. The core flame color progression from white to orange/yellow is present, and thick smoke is evident. The launch pad is partially visible, and the upward acceleration is conveyed through motion cues. Some aspects—such as the exact timing of the tilt and the precise structural details under illumination—are not perfectly synchronized, but the major prompt components are well represented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible launch dynamics: flames at the rear, smoke dispersion, and lighting interactions are believable. However, there are minor inconsistencies in scale cues and timing that prevent a higher level of realism. Overall, the depiction remains credible 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": 3.375,
+ "TA": 3.984375,
+ "MQ": 3.203125,
+ "Overall": 10.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a shot from an extremely low angle, a camera tilt upward, a massive spacecraft with a weathered metal hull and complex piping, rising against a deep blue predawn sky, engines at the rear with flames, a core incandescent white flame transitioning to orange/yellow, thick white smoke, rapid engulfment of the launch pad, and a scene of steady acceleration as the camera looks up. The description aims for an epic moment of human technology and space exploration.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the smoke and distant background. There are occasional compression artifacts and mild noise, yet lighting remains dramatic and the contrast between bright flames/smoke and the darker sky is preserved. The sequence remains coherent, though fine details are not consistently crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: extreme low-angle perspective, upward tilt, a large spacecraft with visible metallic panels and pipe networks, a deep blue sky, and prominent flames at the rear. The core flame color progression from white to orange/yellow is present, and thick smoke is evident. The launch pad is partially visible, and the upward acceleration is conveyed through motion cues. Some aspects—such as the exact timing of the tilt and the precise structural details under illumination—are not perfectly synchronized, but the major prompt components are well represented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible launch dynamics: flames at the rear, smoke dispersion, and lighting interactions are believable. However, there are minor inconsistencies in scale cues and timing that prevent a higher level of realism. Overall, the depiction remains credible 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-window3/rl_samples/0000107/group_6/index_tensor([166, 166])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_6/index_tensor([166, 166])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd5510aa5d95b1be2ea96bdab6863bf13f61e7ae
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_6/index_tensor([166, 166])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extremely close, still photograph is held flush against the surface of a dark, polished oak table. A sheet of off-white paper, crumpled into a complex network of sharp creases and soft wrinkles, balances precariously on one edge of its folded edge, forming a fragile, makeshift sculpture against the deep grain of the wood. A single, warm light source on the right side of the frame casts long, dramatic shadows across the table and deep within the paper's folds, accentuating its three-dimensional texture and creating an atmosphere of quiet, hushed tension. After a moment of perfect stillness, an almost imperceptible tremor emerges from the paper's structure; its center of gravity decisively shifts, it yields swiftly and silently, its folds collapsing in on themselves as it falls flat on the wooden surface in a soft, perfect motion, its complex form instantly reduced to a two-dimensional, crumpled sheet.",
+ "seed": 19414,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_6/index_166_seed_19414_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.421875,
+ "video_score2_ta": 2.125,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 8.5,
+ "avg": 8.515625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extremely close, still photograph is held flush against the surface of a dark, polished oak table. A sheet of off-white paper, crumpled into a complex network of sharp creases and soft wrinkles, balances precariously on one edge of its folded edge, forming a fragile, makeshift sculpture against the deep grain of the wood. A single, warm light source on the right side of the frame casts long, dramatic shadows across the table and deep within the paper's folds, accentuating its three-dimensional texture and creating an atmosphere of quiet, hushed tension. After a moment of perfect stillness, an almost imperceptible tremor emerges from the paper's structure; its center of gravity decisively shifts, it yields swiftly and silently, its folds collapsing in on themselves as it falls flat on the wooden surface in a soft, perfect motion, its complex form instantly reduced to a two-dimensional, crumpled sheet.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"An extremely close, still photograph is held flush against the surface of a dark, polished oak table. A sheet of off-white paper, crumpled into a complex network of sharp creases and soft wrinkles, balances precariously on one edge of its folded edge, forming a fragile, makeshift sculpture against the deep grain of the wood. A single, warm light source on the right side of the frame casts long, dramatic shadows across the table and deep within the paper's folds, accentuating its three-dimensional texture and creating an atmosphere of quiet, hushed tension. After a moment of perfect stillness, an almost imperceptible tremor emerges from the paper's structure; its center of gravity decisively shifts, it yields swiftly and silently, its folds collapsing in on themselves as it falls flat on the wooden surface in a soft, perfect motion, its complex form instantly reduced to a two-dimensional, crumpled sheet\"\n\nNow let me examine each dimension:\n\nVisual Quality Analysis:\nThe frames show moderate clarity with some softness and mild blur, but overall detail remains legible. Lighting is warm and consistent, and the wooden surface texture is visible. There are no major distortions or artifacts, and the sequence appears stable without abrupt jumps. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt—close framing, a white sheet on a dark wooden surface, warm lighting, and visible shadows. However, key dynamic aspects of the prompt are not realized: there is no evident trembling, no rapid center-of-gravity shift, and no collapse of folds into a flat sheet. The result is a partial alignment that reflects some static cues but misses the core kinetic narrative. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the paper rests on the surface with believable shadows and lighting, and there are no obvious physics violations. The lack of the expected dynamic behavior does not introduce any physical inconsistency; it simply reduces narrative coherence. Overall, Physical/Common-sense Consistency is mid-range (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "MQ": 2.96875,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"An extremely close, still photograph is held flush against the surface of a dark, polished oak table. A sheet of off-white paper, crumpled into a complex network of sharp creases and soft wrinkles, balances precariously on one edge of its folded edge, forming a fragile, makeshift sculpture against the deep grain of the wood. A single, warm light source on the right side of the frame casts long, dramatic shadows across the table and deep within the paper's folds, accentuating its three-dimensional texture and creating an atmosphere of quiet, hushed tension. After a moment of perfect stillness, an almost imperceptible tremor emerges from the paper's structure; its center of gravity decisively shifts, it yields swiftly and silently, its folds collapsing in on themselves as it falls flat on the wooden surface in a soft, perfect motion, its complex form instantly reduced to a two-dimensional, crumpled sheet\"\n\nNow let me examine each dimension:\n\nVisual Quality Analysis:\nThe frames show moderate clarity with some softness and mild blur, but overall detail remains legible. Lighting is warm and consistent, and the wooden surface texture is visible. There are no major distortions or artifacts, and the sequence appears stable without abrupt jumps. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt—close framing, a white sheet on a dark wooden surface, warm lighting, and visible shadows. However, key dynamic aspects of the prompt are not realized: there is no evident trembling, no rapid center-of-gravity shift, and no collapse of folds into a flat sheet. The result is a partial alignment that reflects some static cues but misses the core kinetic narrative. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the paper rests on the surface with believable shadows and lighting, and there are no obvious physics violations. The lack of the expected dynamic behavior does not introduce any physical inconsistency; it simply reduces narrative coherence. Overall, Physical/Common-sense Consistency is mid-range (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 19415,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_6/index_166_seed_19415_dp_12_rank_24_sample_1_slot_1.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"An extremely close, still photograph is held flush against the surface of a dark, polished oak table. A sheet of off-white paper, crumpled into a complex network of sharp creases and soft wrinkles, balances precariously on one edge of its folded edge, forming a fragile, makeshift sculpture against the deep grain of the wood. A single, warm light source on the right side of the frame casts long, dramatic shadows across the table and deep within the paper's folds, accentuating its three-dimensional texture and creating an atmosphere of quiet, hushed tension. After a moment of perfect stillness, an almost imperceptible tremor emerges from the paper's structure; its center of gravity decisively shifts, it yields swiftly and silently, its folds collapsing in on themselves as it falls flat on the wooden surface in a soft, perfect motion, its complex form instantly reduced to a two-dimensional, crumpled sheet\"\n\nNow let me examine each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is moderate. The frames show decent detail with some softness and occasional minor blur, but there are no major artifacts or distortions. Lighting remains warm and consistent, and the scene maintains stable composition across frames. While not razor-sharp, the imagery is coherent and readable, aligning with a mid-range Visual Quality score.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video captures several elements described in the prompt—close framing, a white sheet on a dark wooden surface, visible creases, and a warm lighting setup with shadows. However, key dynamic aspects of the prompt are not realized: there is no evident trembling, no rapid center-of-gravity shift, and no collapse of folds culminating in a flat, two-dimensional sheet. The result reflects a moderate level of alignment rather than full fidelity.\n\nPhysical/Common-sense Consistency:\nThe sequence does not convincingly demonstrate realistic paper dynamics. The expected dramatic, self-initiated deformation and collapse are absent, leaving the material behavior ambiguous and not fully consistent with common-sense expectations. Overall, physical consistency is limited, corresponding to a lower-mid score.\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": 2.78125,
+ "TA": 2.484375,
+ "MQ": 2.8125,
+ "Overall": 8.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"An extremely close, still photograph is held flush against the surface of a dark, polished oak table. A sheet of off-white paper, crumpled into a complex network of sharp creases and soft wrinkles, balances precariously on one edge of its folded edge, forming a fragile, makeshift sculpture against the deep grain of the wood. A single, warm light source on the right side of the frame casts long, dramatic shadows across the table and deep within the paper's folds, accentuating its three-dimensional texture and creating an atmosphere of quiet, hushed tension. After a moment of perfect stillness, an almost imperceptible tremor emerges from the paper's structure; its center of gravity decisively shifts, it yields swiftly and silently, its folds collapsing in on themselves as it falls flat on the wooden surface in a soft, perfect motion, its complex form instantly reduced to a two-dimensional, crumpled sheet\"\n\nNow let me examine each dimension:\n\nVisual Quality Analysis:\nThe overall visual quality is moderate. The frames show decent detail with some softness and occasional minor blur, but there are no major artifacts or distortions. Lighting remains warm and consistent, and the scene maintains stable composition across frames. While not razor-sharp, the imagery is coherent and readable, aligning with a mid-range Visual Quality score.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video captures several elements described in the prompt—close framing, a white sheet on a dark wooden surface, visible creases, and a warm lighting setup with shadows. However, key dynamic aspects of the prompt are not realized: there is no evident trembling, no rapid center-of-gravity shift, and no collapse of folds culminating in a flat, two-dimensional sheet. The result reflects a moderate level of alignment rather than full fidelity.\n\nPhysical/Common-sense Consistency:\nThe sequence does not convincingly demonstrate realistic paper dynamics. The expected dramatic, self-initiated deformation and collapse are absent, leaving the material behavior ambiguous and not fully consistent with common-sense expectations. Overall, physical consistency is limited, corresponding to a lower-mid score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "An extremely close, still photograph is held flush against the surface of a dark, polished oak table. A sheet of off-white paper, crumpled into a complex network of sharp creases and soft wrinkles, balances precariously on one edge of its folded edge, forming a fragile, makeshift sculpture against the deep grain of the wood. A single, warm light source on the right side of the frame casts long, dramatic shadows across the table and deep within the paper's folds, accentuating its three-dimensional texture and creating an atmosphere of quiet, hushed tension. After a moment of perfect stillness, an almost imperceptible tremor emerges from the paper's structure; its center of gravity decisively shifts, it yields swiftly and silently, its folds collapsing in on themselves as it falls flat on the wooden surface in a soft, perfect motion, its complex form instantly reduced to a two-dimensional, crumpled sheet.",
+ "seed": 19416,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_6/index_166_seed_19416_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 2.234375,
+ "video_score2_mq": 3.484375,
+ "video_score2_overall": 8.6875,
+ "avg": 8.6875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extremely close, still photograph is held flush against the surface of a dark, polished oak table. A sheet of off-white paper, crumpled into a complex network of sharp creases and soft wrinkles, balances precariously on one edge of its folded edge, forming a fragile, makeshift sculpture against the deep grain of the wood. A single, warm light source on the right side of the frame casts long, dramatic shadows across the table and deep within the paper's folds, accentuating its three-dimensional texture and creating an atmosphere of quiet, hushed tension. After a moment of perfect stillness, an almost imperceptible tremor emerges from the paper's structure; its center of gravity decisively shifts, it yields swiftly and silently, its folds collapsing in on themselves as it falls flat on the wooden surface in a soft, perfect motion, its complex form instantly reduced to a two-dimensional, crumpled sheet.",
+ "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 an extremely close, still photograph of a white sheet of paper with sharp creases and soft wrinkles, balancing on one edge of its folded edge, forming a fragile, makeshift sculpture against a dark, polished oak table. A single, warm light source on the right casts long, dramatic shadows, highlighting the three-dimensional texture and creating an atmosphere of quiet tension. The sequence should show a moment of perfect stillness followed by an almost imperceptible tremor, a decisive shift in center of gravity, rapid collapse of the folds, and a soft, perfect landing on the wooden surface.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with good lighting and contrast. The paper, the wooden surface, and the shadows are well defined, and the overall rendering is coherent. However, there are minor inconsistencies in the perceived shape and texture of the paper between frames, which prevents a flawless impression. Overall, Visual Quality is solid but not perfect (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt—close framing, a white sheet of paper with visible creases, a wooden surface, and dramatic lighting. However, key aspects of the prompt are not convincingly realized: the paper does not clearly appear to be balancing on a folded edge, and the described dynamic sequence (tremor, rapid collapse, and a soft landing) is not demonstrated. The result is a moderate alignment with notable gaps (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible lighting, shadows, and material properties, and the paper rests on the surface without obvious physical violations. Yet the expected dynamic behavior is missing, leaving the sequence physically plausible but not fully consistent with the intended action. Overall, Physical/Common-sense Consistency is moderate (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": {
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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "MQ": 3.484375,
+ "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 an extremely close, still photograph of a white sheet of paper with sharp creases and soft wrinkles, balancing on one edge of its folded edge, forming a fragile, makeshift sculpture against a dark, polished oak table. A single, warm light source on the right casts long, dramatic shadows, highlighting the three-dimensional texture and creating an atmosphere of quiet tension. The sequence should show a moment of perfect stillness followed by an almost imperceptible tremor, a decisive shift in center of gravity, rapid collapse of the folds, and a soft, perfect landing on the wooden surface.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with good lighting and contrast. The paper, the wooden surface, and the shadows are well defined, and the overall rendering is coherent. However, there are minor inconsistencies in the perceived shape and texture of the paper between frames, which prevents a flawless impression. Overall, Visual Quality is solid but not perfect (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt—close framing, a white sheet of paper with visible creases, a wooden surface, and dramatic lighting. However, key aspects of the prompt are not convincingly realized: the paper does not clearly appear to be balancing on a folded edge, and the described dynamic sequence (tremor, rapid collapse, and a soft landing) is not demonstrated. The result is a moderate alignment with notable gaps (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible lighting, shadows, and material properties, and the paper rests on the surface without obvious physical violations. Yet the expected dynamic behavior is missing, leaving the sequence physically plausible but not fully consistent with the intended action. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 19417,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_6/index_166_seed_19417_dp_13_rank_26_sample_3_slot_1.mp4",
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+ "video_score2_vq": 3.0625,
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+ "video_score2_mq": 3.03125,
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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 an extremely close, still photograph held flush against a dark, polished oak table, with an off-white sheet of paper crumpled into a complex network of sharp creases and soft wrinkles, balancing on one edge of its folded edge, forming a fragile, makeshift sculpture against the deep grain of the wood. A single, warm light source on the right side casts long, dramatic shadows across the table and deep within the paper's folds, accentuating its three-dimensional texture and creating an atmosphere of quiet, hushed tension. After a moment of perfect stillness, an almost imperceptible tremor emerges from the paper's structure; its center of gravity decisively shifts, it yields swiftly and silently, its folds collapsing in on themselves as it falls flat on the wooden surface in a soft, perfect motion, its complex form instantly reduced to a two-dimensional, crumpled sheet\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with decent detail and consistent lighting. The paper texture and the wooden surface are discernible, and the warm lighting contributes to a cohesive mood. There are no obvious distortions or artifacts, and the sequence remains stable without jarring transitions. However, the overall polish is not exceptional, and there may be minor inconsistencies in color grading or subtle noise that prevent a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The scene shows a close-up of a white sheet on a dark wooden surface with warm lighting and visible texture, which matches several elements. However, key aspects described in the prompt—specifically the paper balancing on a folded edge, the emergence of a trembling, the shift in center of gravity, and the rapid collapse of folds—are not realized in the footage. The result is a moderate level of alignment rather than full fidelity (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the paper rests on the surface with believable lighting and shadows, and the material behavior appears coherent under static conditions. The absence of the described dynamic actions means the narrative of transformation is not demonstrated, but there are no evident physical contradictions in the setup. 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": 3.0625,
+ "TA": 1.6953125,
+ "MQ": 3.03125,
+ "Overall": 7.78125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extremely close, still photograph held flush against a dark, polished oak table, with an off-white sheet of paper crumpled into a complex network of sharp creases and soft wrinkles, balancing on one edge of its folded edge, forming a fragile, makeshift sculpture against the deep grain of the wood. A single, warm light source on the right side casts long, dramatic shadows across the table and deep within the paper's folds, accentuating its three-dimensional texture and creating an atmosphere of quiet, hushed tension. After a moment of perfect stillness, an almost imperceptible tremor emerges from the paper's structure; its center of gravity decisively shifts, it yields swiftly and silently, its folds collapsing in on themselves as it falls flat on the wooden surface in a soft, perfect motion, its complex form instantly reduced to a two-dimensional, crumpled sheet\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with decent detail and consistent lighting. The paper texture and the wooden surface are discernible, and the warm lighting contributes to a cohesive mood. There are no obvious distortions or artifacts, and the sequence remains stable without jarring transitions. However, the overall polish is not exceptional, and there may be minor inconsistencies in color grading or subtle noise that prevent a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The scene shows a close-up of a white sheet on a dark wooden surface with warm lighting and visible texture, which matches several elements. However, key aspects described in the prompt—specifically the paper balancing on a folded edge, the emergence of a trembling, the shift in center of gravity, and the rapid collapse of folds—are not realized in the footage. The result is a moderate level of alignment rather than full fidelity (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the paper rests on the surface with believable lighting and shadows, and the material behavior appears coherent under static conditions. The absence of the described dynamic actions means the narrative of transformation is not demonstrated, but there are no evident physical contradictions in the setup. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_7/index_tensor([3508, 3508])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_7/index_tensor([3508, 3508])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a7a15b4972adaa502e2a8bdb0c7aca9f4292297
--- /dev/null
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an epic drone shot that reveals a vast canyon landscape with a large skeletal structure in the center. The scene is set at sunset with warm golden-red tones, featuring a weathered, massive bone formation and dramatic lighting that emphasizes the skeleton against the rocky backdrop. The description also mentions wind-driven sand flows and a misty sand fog on the leeward side, conveying an atmosphere of extreme silence and desolation.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the lighting remains consistent, with clear contrast between the warm background and the cooler foreground elements. The sequence shows smooth transitions and stable framing, and there are no obvious distortions or artifacts. However, some fine details (e.g., subtle texture on the bones or distant background features) may be less sharp, and the overall polish is moderate rather than cinematic. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several key aspects of the prompt—specifically the presence of a large skeletal structure, a desert/canyon setting, and a warm sunset ambiance with dramatic lighting. However, certain prompt elements are underrepresented or missing: there is no evident drone perspective, no visible sand flows, and no misty sand fog. While the mood and composition convey a sense of desolation, the alignment to the full descriptive prompt is partial. Overall, Text-to-Video Alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the skeleton sits within a believable desert environment, with coherent scale, lighting, and shadows. There are no obvious violations of basic physics or common-sense expectations. Some atmospheric details described in the prompt (sand flows, fog) are not depicted, which reduces fidelity to the narrative, but does not introduce physical inconsistencies. Overall, Physical/Common-sense Consistency is acceptable but not perfect.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-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": 3.34375,
+ "TA": 1.9375,
+ "MQ": 3.03125,
+ "Overall": 8.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an epic drone shot that reveals a vast canyon landscape with a large skeletal structure in the center. The scene is set at sunset with warm golden-red tones, featuring a weathered, massive bone formation and dramatic lighting that emphasizes the skeleton against the rocky backdrop. The description also mentions wind-driven sand flows and a misty sand fog on the leeward side, conveying an atmosphere of extreme silence and desolation.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the lighting remains consistent, with clear contrast between the warm background and the cooler foreground elements. The sequence shows smooth transitions and stable framing, and there are no obvious distortions or artifacts. However, some fine details (e.g., subtle texture on the bones or distant background features) may be less sharp, and the overall polish is moderate rather than cinematic. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video captures several key aspects of the prompt—specifically the presence of a large skeletal structure, a desert/canyon setting, and a warm sunset ambiance with dramatic lighting. However, certain prompt elements are underrepresented or missing: there is no evident drone perspective, no visible sand flows, and no misty sand fog. While the mood and composition convey a sense of desolation, the alignment to the full descriptive prompt is partial. Overall, Text-to-Video Alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the skeleton sits within a believable desert environment, with coherent scale, lighting, and shadows. There are no obvious violations of basic physics or common-sense expectations. Some atmospheric details described in the prompt (sand flows, fog) are not depicted, which reduces fidelity to the narrative, but does not introduce physical inconsistencies. Overall, Physical/Common-sense Consistency is acceptable but not perfect.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-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": "An epic drone shot slowly zooms forward from high above, tilting slightly upward to reveal a vast vista of a deep canyon, stained golden red by the setting afternoon sun. In the canyon's center, a mountainous skeleton of an ancient creature sits hunched in a posture of eternal contemplation. Its massive, rock-like bones are a weathered off-white, covered in deep cracks and mottled with dark moss, its massive spine curved in a mournful arc. The steep, crimson rock walls cast long, deep shadows, partially shrouding the skeleton in a mysterious darkness, while sunlight sharply outlines the contours of its skull and shoulder blades. A strong wind blew steadily and continuously, sweeping up the dry yellow sand on the ground and forming clearly visible sand flows. These sand flows seemed to have life, whistling and flowing unhindered through the abyss-like empty eye sockets of the skull, and steadily pouring out from the wide gaps between the ribs of its magnificent cathedral dome, forming a misty and continuously flowing sand fog on the leeward side of the skeleton. The whole picture showed movement in an extreme silence, full of solemn, desolate and extremely beautiful atmosphere, conveying an epic sense of loneliness spanning the ages.",
+ "seed": 15129,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_7/index_3508_seed_15129_dp_14_rank_28_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 0,
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+ "video_score2_vq": 3.671875,
+ "video_score2_ta": 2.0,
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+ "video_score2_overall": 9.5,
+ "avg": 9.484375,
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+ "question": "An epic drone shot slowly zooms forward from high above, tilting slightly upward to reveal a vast vista of a deep canyon, stained golden red by the setting afternoon sun. In the canyon's center, a mountainous skeleton of an ancient creature sits hunched in a posture of eternal contemplation. Its massive, rock-like bones are a weathered off-white, covered in deep cracks and mottled with dark moss, its massive spine curved in a mournful arc. The steep, crimson rock walls cast long, deep shadows, partially shrouding the skeleton in a mysterious darkness, while sunlight sharply outlines the contours of its skull and shoulder blades. A strong wind blew steadily and continuously, sweeping up the dry yellow sand on the ground and forming clearly visible sand flows. These sand flows seemed to have life, whistling and flowing unhindered through the abyss-like empty eye sockets of the skull, and steadily pouring out from the wide gaps between the ribs of its magnificent cathedral dome, forming a misty and continuously flowing sand fog on the leeward side of the skeleton. The whole picture showed movement in an extreme silence, full of solemn, desolate and extremely beautiful atmosphere, conveying an epic sense of loneliness spanning the ages.",
+ "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 an epic drone shot revealing a vast canyon with a large dinosaur skeleton at its center, set during a dramatic sunset, with wind-driven sand and a misty atmosphere. The video, however, centers on a static or slowly moving skeletal figure within a canyon-like environment. While some elements (canyon setting, warm lighting, wind-blown sand) appear, the overall cinematic progression and the dramatic atmospheric cues are not realized. The alignment is partial: several key aspects of the prompt are present, but the intended dynamic camera movement and expansive mood are missing.\n\nVisual Quality Analysis:\nThe frames show solid rendering with clear details on the skeleton and a cohesive warm color palette. Lighting remains consistent across shots, and there are no obvious distortions or artifacts. However, the sequence reads as relatively static with limited motion, which reduces the perceived dynamism of the scene. Overall, visual quality is good but not exceptional, reflecting competent rendering without strong cinematic momentum.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. The requested high-altitude drone perspective and a sweeping forward tilt are not realized; the footage presents a closer, more static view of the skeleton. The expansive canyon vista and the dramatic interplay of light and shadow described in the prompt are only partially captured. Wind effects exist but do not convey the full intensity implied by the prompt, and the atmospheric mist is not convincingly integrated. In sum, alignment is moderate: several core elements are present, but the essential cinematic framing and atmospheric depth are underdeveloped.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and environmental logic: the skeleton’s proportions, the canyon setting, and the wind-driven sand dynamics align with basic physical expectations. There are no glaring inconsistencies in object behavior or physics. The main limitation lies in the absence of dynamic camera movement and atmospheric depth, which dampens the overall realism and emotional impact, though the fundamental physical relationships remain coherent.\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": 3.671875,
+ "TA": 2.0,
+ "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 an epic drone shot revealing a vast canyon with a large dinosaur skeleton at its center, set during a dramatic sunset, with wind-driven sand and a misty atmosphere. The video, however, centers on a static or slowly moving skeletal figure within a canyon-like environment. While some elements (canyon setting, warm lighting, wind-blown sand) appear, the overall cinematic progression and the dramatic atmospheric cues are not realized. The alignment is partial: several key aspects of the prompt are present, but the intended dynamic camera movement and expansive mood are missing.\n\nVisual Quality Analysis:\nThe frames show solid rendering with clear details on the skeleton and a cohesive warm color palette. Lighting remains consistent across shots, and there are no obvious distortions or artifacts. However, the sequence reads as relatively static with limited motion, which reduces the perceived dynamism of the scene. Overall, visual quality is good but not exceptional, reflecting competent rendering without strong cinematic momentum.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. The requested high-altitude drone perspective and a sweeping forward tilt are not realized; the footage presents a closer, more static view of the skeleton. The expansive canyon vista and the dramatic interplay of light and shadow described in the prompt are only partially captured. Wind effects exist but do not convey the full intensity implied by the prompt, and the atmospheric mist is not convincingly integrated. In sum, alignment is moderate: several core elements are present, but the essential cinematic framing and atmospheric depth are underdeveloped.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and environmental logic: the skeleton’s proportions, the canyon setting, and the wind-driven sand dynamics align with basic physical expectations. There are no glaring inconsistencies in object behavior or physics. The main limitation lies in the absence of dynamic camera movement and atmospheric depth, which dampens the overall realism and emotional impact, though the fundamental physical relationships remain coherent.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "An epic drone shot slowly zooms forward from high above, tilting slightly upward to reveal a vast vista of a deep canyon, stained golden red by the setting afternoon sun. In the canyon's center, a mountainous skeleton of an ancient creature sits hunched in a posture of eternal contemplation. Its massive, rock-like bones are a weathered off-white, covered in deep cracks and mottled with dark moss, its massive spine curved in a mournful arc. The steep, crimson rock walls cast long, deep shadows, partially shrouding the skeleton in a mysterious darkness, while sunlight sharply outlines the contours of its skull and shoulder blades. A strong wind blew steadily and continuously, sweeping up the dry yellow sand on the ground and forming clearly visible sand flows. These sand flows seemed to have life, whistling and flowing unhindered through the abyss-like empty eye sockets of the skull, and steadily pouring out from the wide gaps between the ribs of its magnificent cathedral dome, forming a misty and continuously flowing sand fog on the leeward side of the skeleton. The whole picture showed movement in an extreme silence, full of solemn, desolate and extremely beautiful atmosphere, conveying an epic sense of loneliness spanning the ages.",
+ "seed": 15130,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_7/index_3508_seed_15130_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 1.84375,
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+ "video_score2_overall": 8.4375,
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+ "token_credit_reward": 8.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an epic drone shot that reveals a vast canyon landscape with a large skeletal creature at the center. The scene is set in warm golden-red lighting suggesting sunset, with the creature depicted as a massive, weathered off-white mass with deep cracks and moss-like textures. The description emphasizes a dramatic interplay of light and shadow, a sense of wind-driven sand, and an overall mood of desolation and timeless beauty.\n\nVisual Quality Assessment:\nAcross the frames, the rendering shows solid detail and cohesive color grading with warm tones and consistent lighting. The creature remains clearly defined and the textures read well, and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited camera motion, which reduces the perceived dynamism of the scene. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: the frames include a large skeletal structure and warm lighting, but the intended cinematic progression—an epic drone shot that reveals a vast canyon and moves forward from high above—is not realized. The video remains largely stationary, and key elements such as the expansive canyon panorama and the dramatic wind-driven sand dynamics are underrepresented. Alignment is moderate (3/5).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible anatomy and environmental cues: the creature’s form, the desert setting, and the lighting are coherent, and there are no obvious physical contradictions. The lack of dynamic interaction and motion does not introduce inconsistencies; it simply limits the storytelling impact. Overall, Physical/Common-sense Consistency is moderate (3/5).\n\nGround-truth scores: Visual Quality 3, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.515625,
+ "TA": 1.84375,
+ "MQ": 3.0625,
+ "Overall": 8.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an epic drone shot that reveals a vast canyon landscape with a large skeletal creature at the center. The scene is set in warm golden-red lighting suggesting sunset, with the creature depicted as a massive, weathered off-white mass with deep cracks and moss-like textures. The description emphasizes a dramatic interplay of light and shadow, a sense of wind-driven sand, and an overall mood of desolation and timeless beauty.\n\nVisual Quality Assessment:\nAcross the frames, the rendering shows solid detail and cohesive color grading with warm tones and consistent lighting. The creature remains clearly defined and the textures read well, and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited camera motion, which reduces the perceived dynamism of the scene. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt: the frames include a large skeletal structure and warm lighting, but the intended cinematic progression—an epic drone shot that reveals a vast canyon and moves forward from high above—is not realized. The video remains largely stationary, and key elements such as the expansive canyon panorama and the dramatic wind-driven sand dynamics are underrepresented. Alignment is moderate (3/5).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible anatomy and environmental cues: the creature’s form, the desert setting, and the lighting are coherent, and there are no obvious physical contradictions. The lack of dynamic interaction and motion does not introduce inconsistencies; it simply limits the storytelling impact. Overall, Physical/Common-sense Consistency is moderate (3/5).\n\nGround-truth scores: Visual Quality 3, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An epic drone shot slowly zooms forward from high above, tilting slightly upward to reveal a vast vista of a deep canyon, stained golden red by the setting afternoon sun. In the canyon's center, a mountainous skeleton of an ancient creature sits hunched in a posture of eternal contemplation. Its massive, rock-like bones are a weathered off-white, covered in deep cracks and mottled with dark moss, its massive spine curved in a mournful arc. The steep, crimson rock walls cast long, deep shadows, partially shrouding the skeleton in a mysterious darkness, while sunlight sharply outlines the contours of its skull and shoulder blades. A strong wind blew steadily and continuously, sweeping up the dry yellow sand on the ground and forming clearly visible sand flows. These sand flows seemed to have life, whistling and flowing unhindered through the abyss-like empty eye sockets of the skull, and steadily pouring out from the wide gaps between the ribs of its magnificent cathedral dome, forming a misty and continuously flowing sand fog on the leeward side of the skeleton. The whole picture showed movement in an extreme silence, full of solemn, desolate and extremely beautiful atmosphere, conveying an epic sense of loneliness spanning the ages.",
+ "seed": 15131,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_7/index_3508_seed_15131_dp_15_rank_30_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": 3.46875,
+ "video_score2_ta": 2.1875,
+ "video_score2_mq": 3.859375,
+ "video_score2_overall": 9.5,
+ "avg": 9.515625,
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+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An epic drone shot slowly zooms forward from high above, tilting slightly upward to reveal a vast vista of a deep canyon, stained golden red by the setting afternoon sun. In the canyon's center, a mountainous skeleton of an ancient creature sits hunched in a posture of eternal contemplation. Its massive, rock-like bones are a weathered off-white, covered in deep cracks and mottled with dark moss, its massive spine curved in a mournful arc. The steep, crimson rock walls cast long, deep shadows, partially shrouding the skeleton in a mysterious darkness, while sunlight sharply outlines the contours of its skull and shoulder blades. A strong wind blew steadily and continuously, sweeping up the dry yellow sand on the ground and forming clearly visible sand flows. These sand flows seemed to have life, whistling and flowing unhindered through the abyss-like empty eye sockets of the skull, and steadily pouring out from the wide gaps between the ribs of its magnificent cathedral dome, forming a misty and continuously flowing sand fog on the leeward side of the skeleton. The whole picture showed movement in an extreme silence, full of solemn, desolate and extremely beautiful atmosphere, conveying an epic sense of loneliness spanning the ages.",
+ "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 an epic drone shot that reveals a vast canyon landscape with a large dinosaur skeleton at the center. The scene is set during a warm, golden-hour ambiance, with the skeleton appearing weathered and integrated into the rocky terrain. Wind-driven sand flows and atmospheric mist contribute to a desolate yet majestic mood, emphasizing an otherworldly stillness.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain solid clarity and consistent lighting, with a cohesive warm palette and convincing depth cues. The frames are generally clean, with only occasional minor artifacts or slight softness in distant areas. Overall, the visual quality is good and coherent, though not flawless, which aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—dramatic lighting, a central skeletal figure, and a canyon-like environment with wind-blown sand. However, key aspects such as the explicit drone perspective, the dramatic camera movement implied by the prompt, and the nuanced environmental interactions (e.g., precise wind dynamics and shadow behavior) are not fully realized. The alignment is moderate, reflecting a score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical principles: the skeleton integrates with the rocky setting, lighting and shadows behave consistently, and sand flows follow gravity and wind cues. There are no obvious violations of common-sense physics, supporting a high level of realism and a score around 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.46875,
+ "TA": 2.1875,
+ "MQ": 3.859375,
+ "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 an epic drone shot that reveals a vast canyon landscape with a large dinosaur skeleton at the center. The scene is set during a warm, golden-hour ambiance, with the skeleton appearing weathered and integrated into the rocky terrain. Wind-driven sand flows and atmospheric mist contribute to a desolate yet majestic mood, emphasizing an otherworldly stillness.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain solid clarity and consistent lighting, with a cohesive warm palette and convincing depth cues. The frames are generally clean, with only occasional minor artifacts or slight softness in distant areas. Overall, the visual quality is good and coherent, though not flawless, which aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—dramatic lighting, a central skeletal figure, and a canyon-like environment with wind-blown sand. However, key aspects such as the explicit drone perspective, the dramatic camera movement implied by the prompt, and the nuanced environmental interactions (e.g., precise wind dynamics and shadow behavior) are not fully realized. The alignment is moderate, reflecting a score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical principles: the skeleton integrates with the rocky setting, lighting and shadows behave consistently, and sand flows follow gravity and wind cues. There are no obvious violations of common-sense physics, supporting a high level of realism and a score around 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_8/index_tensor([5621, 5621])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_8/index_tensor([5621, 5621])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..be998b5af6c6999fe67eb6ea96ec2567e8f5a0e0
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_8/index_tensor([5621, 5621])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 21038,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_8/index_5621_seed_21038_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.078125,
+ "video_score2_ta": 2.59375,
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+ "avg": 7.328125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "steady medium shot, captured from a level perspective, captures a moment steeped in a sense of heritage. Inside a dimly lit, antique-style Chinese medicine shop, an elderly master, his silver hair meticulously combed and his face lined with wisdom, wears a dark blue cotton and linen double-breasted jacket, sleeves slightly rolled up, revealing his veiny yet remarkably strong forearms. He calmly and solemnly hands over a carefully selected bundle of herbs. This bundle is truly extraordinary: a medley of earthy, dark brown roots, a few broad, unfurling dark green leaves, and a handful of small, lavender dried flowers, bound together with a simple hemp string. Across from him, a young apprentice bows slightly, hands respectfully extended, ready to receive. Dressed in a simple off-white, coarse cloth shirt, the apprentice's gaze is focused and reverent, his entire attention focused on his master's hands and the bundle. In the background stood a massive, neatly arranged medicine cabinet, its countless small drawers covered with yellowed paper labels. The air seemed to be filled with the faint aroma of medicine and dust. A ray of afternoon sunlight slanted in through the carved wooden window on the side, forming a sharp beam that perfectly illuminated the two people's joined hands and the bundle of herbs, gilding this tranquil, focused, and ritualistic scene with a warm and sacred golden aura.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 inside a dimly lit, antique-style Chinese medicine shop where an elderly master hands over a bundle of herbs to a young apprentice. The setting, characters, and objects align with the described scenario, and the overall mood is consistent with a traditional, ritual-like exchange.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main subjects, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. Lighting remains generally stable across shots, with no major distortions or color shifts, though some frames exhibit slight exposure variation. The sequence appears coherent and steady, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). All key elements are present: the elderly master with silver hair in a dark blue jacket, the young apprentice in white, the act of handing over a bundle of herbs, the antique shop ambiance, and the traditional interaction. The lighting and composition support the intended atmosphere, and the scene closely follows the described narrative.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The interactions feel plausible and the spatial relationships are believable, with natural-looking hand movements and object handling. However, there are minor inconsistencies in fine-grained physics cues—such as subtle weight distribution during the handoff or slight variations in how the herbs settle under gravity—that prevent a higher score. Overall, the scene remains coherent and credible, but not flawless in physical realism.\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 4\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 3.078125,
+ "TA": 2.59375,
+ "MQ": 1.65625,
+ "Overall": 7.34375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene inside a dimly lit, antique-style Chinese medicine shop where an elderly master hands over a bundle of herbs to a young apprentice. The setting, characters, and objects align with the described scenario, and the overall mood is consistent with a traditional, ritual-like exchange.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main subjects, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. Lighting remains generally stable across shots, with no major distortions or color shifts, though some frames exhibit slight exposure variation. The sequence appears coherent and steady, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). All key elements are present: the elderly master with silver hair in a dark blue jacket, the young apprentice in white, the act of handing over a bundle of herbs, the antique shop ambiance, and the traditional interaction. The lighting and composition support the intended atmosphere, and the scene closely follows the described narrative.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The interactions feel plausible and the spatial relationships are believable, with natural-looking hand movements and object handling. However, there are minor inconsistencies in fine-grained physics cues—such as subtle weight distribution during the handoff or slight variations in how the herbs settle under gravity—that prevent a higher score. Overall, the scene remains coherent and credible, but not flawless in physical realism.\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 4\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3"
+ ]
+ },
+ {
+ "prompt": "steady medium shot, captured from a level perspective, captures a moment steeped in a sense of heritage. Inside a dimly lit, antique-style Chinese medicine shop, an elderly master, his silver hair meticulously combed and his face lined with wisdom, wears a dark blue cotton and linen double-breasted jacket, sleeves slightly rolled up, revealing his veiny yet remarkably strong forearms. He calmly and solemnly hands over a carefully selected bundle of herbs. This bundle is truly extraordinary: a medley of earthy, dark brown roots, a few broad, unfurling dark green leaves, and a handful of small, lavender dried flowers, bound together with a simple hemp string. Across from him, a young apprentice bows slightly, hands respectfully extended, ready to receive. Dressed in a simple off-white, coarse cloth shirt, the apprentice's gaze is focused and reverent, his entire attention focused on his master's hands and the bundle. In the background stood a massive, neatly arranged medicine cabinet, its countless small drawers covered with yellowed paper labels. The air seemed to be filled with the faint aroma of medicine and dust. A ray of afternoon sunlight slanted in through the carved wooden window on the side, forming a sharp beam that perfectly illuminated the two people's joined hands and the bundle of herbs, gilding this tranquil, focused, and ritualistic scene with a warm and sacred golden aura.",
+ "seed": 21039,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_8/index_5621_seed_21039_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": 3.203125,
+ "video_score2_ta": 3.84375,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 10.3125,
+ "avg": 10.3125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "steady medium shot, captured from a level perspective, captures a moment steeped in a sense of heritage. Inside a dimly lit, antique-style Chinese medicine shop, an elderly master, his silver hair meticulously combed and his face lined with wisdom, wears a dark blue cotton and linen double-breasted jacket, sleeves slightly rolled up, revealing his veiny yet remarkably strong forearms. He calmly and solemnly hands over a carefully selected bundle of herbs. This bundle is truly extraordinary: a medley of earthy, dark brown roots, a few broad, unfurling dark green leaves, and a handful of small, lavender dried flowers, bound together with a simple hemp string. Across from him, a young apprentice bows slightly, hands respectfully extended, ready to receive. Dressed in a simple off-white, coarse cloth shirt, the apprentice's gaze is focused and reverent, his entire attention focused on his master's hands and the bundle. In the background stood a massive, neatly arranged medicine cabinet, its countless small drawers covered with yellowed paper labels. The air seemed to be filled with the faint aroma of medicine and dust. A ray of afternoon sunlight slanted in through the carved wooden window on the side, forming a sharp beam that perfectly illuminated the two people's joined hands and the bundle of herbs, gilding this tranquil, focused, and ritualistic scene with a warm and sacred golden aura.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a steady medium shot inside a dimly lit antique Chinese medicine shop, featuring an elderly master with silver hair wearing a dark blue cotton and linen double-breasted jacket, sleeves slightly rolled up, revealing veiny yet strong forearms. He calmly and solemnly hands over a carefully selected bundle of herbs. The bundle comprises earthy, dark brown roots, a few broad unfurling dark green leaves, and a handful of small lavender dried flowers, bound with a simple hemp string. Across from him, a young apprentice bows slightly, hands extended, ready to receive. The apprentice wears a simple off-white coarse cloth shirt and gazes reverently at the master's hands and the bundle. In the background stands a massive, neatly arranged medicine cabinet with small drawers and yellowed paper labels. The atmosphere is filled with the faint aroma of medicine and dust, with a ray of afternoon sunlight slanting through a carved wooden window, creating a warm, sacred golden aura.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and props, but there are occasional minor softness or compression artifacts that prevent a higher rating. Lighting remains warm and consistent across shots, and color grading supports the intended golden atmosphere. No major distortions or abrupt changes are evident, and framing stays stable throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a steady medium shot, a dim antique shop setting, an elderly master with distinctive attire, and a young apprentice in a respectful posture. The master’s calm, ceremonial handoff of the herb bundle is clearly depicted, and the background features a large, organized medicine cabinet with yellowed labels. The lighting and composition reinforce the intended mood. Some fine-grained details, such as exact leaf shapes or subtle texture nuances, may not be perfectly matched, but the overall correspondence remains high.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible anatomy, object handling, and spatial relationships, with no glaring inconsistencies. However, there are minor deviations in hand positioning or prop interaction that prevent a perfect score; these do not break immersion but indicate room for refinement.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 3.84375,
+ "MQ": 3.265625,
+ "Overall": 10.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a steady medium shot inside a dimly lit antique Chinese medicine shop, featuring an elderly master with silver hair wearing a dark blue cotton and linen double-breasted jacket, sleeves slightly rolled up, revealing veiny yet strong forearms. He calmly and solemnly hands over a carefully selected bundle of herbs. The bundle comprises earthy, dark brown roots, a few broad unfurling dark green leaves, and a handful of small lavender dried flowers, bound with a simple hemp string. Across from him, a young apprentice bows slightly, hands extended, ready to receive. The apprentice wears a simple off-white coarse cloth shirt and gazes reverently at the master's hands and the bundle. In the background stands a massive, neatly arranged medicine cabinet with small drawers and yellowed paper labels. The atmosphere is filled with the faint aroma of medicine and dust, with a ray of afternoon sunlight slanting through a carved wooden window, creating a warm, sacred golden aura.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of characters and props, but there are occasional minor softness or compression artifacts that prevent a higher rating. Lighting remains warm and consistent across shots, and color grading supports the intended golden atmosphere. No major distortions or abrupt changes are evident, and framing stays stable throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a steady medium shot, a dim antique shop setting, an elderly master with distinctive attire, and a young apprentice in a respectful posture. The master’s calm, ceremonial handoff of the herb bundle is clearly depicted, and the background features a large, organized medicine cabinet with yellowed labels. The lighting and composition reinforce the intended mood. Some fine-grained details, such as exact leaf shapes or subtle texture nuances, may not be perfectly matched, but the overall correspondence remains high.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible anatomy, object handling, and spatial relationships, with no glaring inconsistencies. However, there are minor deviations in hand positioning or prop interaction that prevent a perfect score; these do not break immersion but indicate room for refinement.\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": 21040,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_8/index_5621_seed_21040_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.125,
+ "video_score2_ta": 3.734375,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 10.0,
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+ "question": "steady medium shot, captured from a level perspective, captures a moment steeped in a sense of heritage. Inside a dimly lit, antique-style Chinese medicine shop, an elderly master, his silver hair meticulously combed and his face lined with wisdom, wears a dark blue cotton and linen double-breasted jacket, sleeves slightly rolled up, revealing his veiny yet remarkably strong forearms. He calmly and solemnly hands over a carefully selected bundle of herbs. This bundle is truly extraordinary: a medley of earthy, dark brown roots, a few broad, unfurling dark green leaves, and a handful of small, lavender dried flowers, bound together with a simple hemp string. Across from him, a young apprentice bows slightly, hands respectfully extended, ready to receive. Dressed in a simple off-white, coarse cloth shirt, the apprentice's gaze is focused and reverent, his entire attention focused on his master's hands and the bundle. In the background stood a massive, neatly arranged medicine cabinet, its countless small drawers covered with yellowed paper labels. The air seemed to be filled with the faint aroma of medicine and dust. A ray of afternoon sunlight slanted in through the carved wooden window on the side, forming a sharp beam that perfectly illuminated the two people's joined hands and the bundle of herbs, gilding this tranquil, focused, and ritualistic scene with a warm and sacred golden aura.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 inside a dimly lit, antique-style Chinese medicine shop where an elderly master hands over a bundle of herbs to a young apprentice. The setting, characters, and objects are clearly defined, and the overall mood is one of reverence and traditional practice.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. Lighting remains warm and consistent across shots, and color grading supports the intended atmosphere. No major distortions or abrupt frame changes are evident, though some fine details may be less crisp than ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video largely follows the described setup: an elderly master and a young apprentice in a traditional shop, with the master handing over a bundle of herbs. The core elements—setting, characters, and the central action—are well represented. Some finer details (e.g., exact labeling on the cabinet, precise hand positioning during the exchange) are present but not essential to the overall narrative, so they do not significantly detract from alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and anatomy, with believable interactions between the two figures and the herbs. However, there are minor inconsistencies in micro-motions or object handling that prevent a higher score; these do not break immersion but reduce perfect 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": {
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+ "TA": 3.734375,
+ "MQ": 3.125,
+ "Overall": 10.0
+ }
+ }
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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 scene inside a dimly lit, antique-style Chinese medicine shop where an elderly master hands over a bundle of herbs to a young apprentice. The setting, characters, and objects are clearly defined, and the overall mood is one of reverence and traditional practice.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. Lighting remains warm and consistent across shots, and color grading supports the intended atmosphere. No major distortions or abrupt frame changes are evident, though some fine details may be less crisp than ideal.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video largely follows the described setup: an elderly master and a young apprentice in a traditional shop, with the master handing over a bundle of herbs. The core elements—setting, characters, and the central action—are well represented. Some finer details (e.g., exact labeling on the cabinet, precise hand positioning during the exchange) are present but not essential to the overall narrative, so they do not significantly detract from alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and anatomy, with believable interactions between the two figures and the herbs. However, there are minor inconsistencies in micro-motions or object handling that prevent a higher score; these do not break immersion but reduce perfect 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 steady medium shot inside a dimly lit antique Chinese medicine shop where an elderly master with silver hair wearing a dark blue jacket hands over a bundle of herbs to a young apprentice. The scene includes a massive medicine cabinet, a ray of sunlight through carved wooden windows, and a warm golden aura. The video largely follows these elements but some details are not perfectly matched throughout.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, with warm lighting and a consistent color palette. There are occasional minor softness or compression artifacts, and a few frames show slight color or exposure variation. No major distortions or abrupt changes are evident, and motion remains reasonably smooth across the sequence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core narrative: a steady medium shot, a dim antique shop ambience, the master and the young person, the handover of herbs, and the visible background cabinet. Some fine-grained details such as exact drawer arrangement or the precise texture of the herbs may vary, but the main storyline and interactions align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects plausible anatomy, object handling, and spatial relationships, with no obvious physics violations. However, there are subtle inconsistencies in lighting interaction with certain surfaces and in the perceived weight or behavior of the herbs during the exchange, which prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.9375,
+ "TA": 3.78125,
+ "MQ": 3.0625,
+ "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 steady medium shot inside a dimly lit antique Chinese medicine shop where an elderly master with silver hair wearing a dark blue jacket hands over a bundle of herbs to a young apprentice. The scene includes a massive medicine cabinet, a ray of sunlight through carved wooden windows, and a warm golden aura. The video largely follows these elements but some details are not perfectly matched throughout.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, with warm lighting and a consistent color palette. There are occasional minor softness or compression artifacts, and a few frames show slight color or exposure variation. No major distortions or abrupt changes are evident, and motion remains reasonably smooth across the sequence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core narrative: a steady medium shot, a dim antique shop ambience, the master and the young person, the handover of herbs, and the visible background cabinet. Some fine-grained details such as exact drawer arrangement or the precise texture of the herbs may vary, but the main storyline and interactions align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects plausible anatomy, object handling, and spatial relationships, with no obvious physics violations. However, there are subtle inconsistencies in lighting interaction with certain surfaces and in the perceived weight or behavior of the herbs during the exchange, which prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_9/index_tensor([1096, 1096])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_9/index_tensor([1096, 1096])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0ca70bfb594303d98bd196884c383d558c6e1e6
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_9/index_tensor([1096, 1096])_group_9_rewards.json
@@ -0,0 +1,10210 @@
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle close-up of a surreal digital rendering of a dense, dwarf bamboo forest with a dark, invisible canopy. The bamboo features unusually broad, waxy leaves that are deep green and glossy, with slender, segmented stems. The scene is dramatically illuminated by a powerful diagonal sunlight beam that flickers, producing rapid, stroboscopic lighting changes. Leaves and stems subtly move toward the beam, and tiny dust particles and shimmering dewdrops contribute to the dynamic, energetic atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the bamboo and convincing lighting effects, but there are occasional soft areas and minor artifacts that prevent a higher-fidelity look. The sequence remains coherent across frames, with consistent color grading and plausible depth cues, though some frames exhibit slight blur or noise that temper overall sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a static, slightly low-angle close-up; a dense, dwarf bamboo forest; a dark canopy; deep-green, waxy leaves; slender segmented stems; dramatic diagonal illumination; and a flickering light source producing stroboscopic effects. Movement of leaves and stems toward the beam is present, and the overall atmosphere aligns well with the description. Minor deviations exist in the exact timing of movements and the precise interaction of dust particles and dewdrops, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency (Common-sense):\nPhysical consistency is moderate (score 3). The scene generally follows plausible lighting behavior and spatial relationships, with believable leaf orientation and stem geometry. However, some dynamic interactions—such as the exact motion of dust particles and the precise response of dewdrops to light—do not always adhere to strict real-world physics, resulting in small inconsistencies that keep the evaluation at a middle level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "TA": 2.953125,
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+ "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, slightly low-angle close-up of a surreal digital rendering of a dense, dwarf bamboo forest with a dark, invisible canopy. The bamboo features unusually broad, waxy leaves that are deep green and glossy, with slender, segmented stems. The scene is dramatically illuminated by a powerful diagonal sunlight beam that flickers, producing rapid, stroboscopic lighting changes. Leaves and stems subtly move toward the beam, and tiny dust particles and shimmering dewdrops contribute to the dynamic, energetic atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the bamboo and convincing lighting effects, but there are occasional soft areas and minor artifacts that prevent a higher-fidelity look. The sequence remains coherent across frames, with consistent color grading and plausible depth cues, though some frames exhibit slight blur or noise that temper overall sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a static, slightly low-angle close-up; a dense, dwarf bamboo forest; a dark canopy; deep-green, waxy leaves; slender segmented stems; dramatic diagonal illumination; and a flickering light source producing stroboscopic effects. Movement of leaves and stems toward the beam is present, and the overall atmosphere aligns well with the description. Minor deviations exist in the exact timing of movements and the precise interaction of dust particles and dewdrops, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency (Common-sense):\nPhysical consistency is moderate (score 3). The scene generally follows plausible lighting behavior and spatial relationships, with believable leaf orientation and stem geometry. However, some dynamic interactions—such as the exact motion of dust particles and the precise response of dewdrops to light—do not always adhere to strict real-world physics, resulting in small inconsistencies that keep the evaluation at a middle level.\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": 1318,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_9/index_1096_seed_1318_dp_18_rank_36_sample_1_slot_1.mp4",
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+ "video_score2_ta": 2.421875,
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+ "video_score2_overall": 8.75,
+ "avg": 8.75,
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+ "question": "static, slightly low-angle close-up transports the viewer into a surreal digital rendering of a dense, dwarf bamboo forest, set against a dark, invisible canopy. The bamboo's unusually broad, waxy leaves are a deep green, their surface gleaming with a damp sheen in the light, while their slender, segmented stems are sturdy. The entire scene is dramatically illuminated by a powerful beam of sunlight, cutting diagonally through the darkness. This light source is not constant; it flickers violently, casting the environment in rapid, stroboscopic pulses, alternating between dazzling light and deep shadows. With each golden flash, the bamboo is captured in a subtle, time-lapse-like movement, its leaves and stems delicately twisting and bending, intermittently toward the beam. In the shimmering air, tiny dust particles dance erratically, appearing and disappearing in the stroboscopic shafts of light, while shimmering dewdrops on the leaves catch each pulse, creating momentary, brilliant crystal flickers that shimmer with prismatic intensity, generating a captivating and intense atmosphere of energy.",
+ "token_credit_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle close-up of a dense, dwarf bamboo forest with a dark canopy. The scene features unusually broad, waxy leaves that are deep green and glossy, slender segmented stems, dramatic diagonal illumination by a powerful light source, and a flickering light pattern that creates rapid stroboscopic effects. Leaves and stems are said to move subtly, with dust particles dancing in the air and dewdrops catching light to produce shimmering effects. Overall, the description calls for a surreal digital rendering with high dynamic lighting and atmospheric depth.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and occasional blur, especially in background areas. The lighting yields a moody atmosphere with visible lens flares and light rays, but overall sharpness and fine detail are limited. The sequence remains relatively stable with no major distortions, yet the image quality does not reach high-fidelity levels. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close-up framing, low-angle perspective, dense bamboo forest, dark canopy, and prominent light beams. However, key aspects such as the extremely broad, waxy leaves and the described dynamic, flickering illumination are not convincingly realized. Movement appears minimal rather than the intended subtle dynamics, and atmospheric particle effects are not clearly depicted. The result aligns with the general concept but misses important details, yielding a moderate alignment score (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical relationships: bamboo structure, light interaction with foliage, and spatial arrangement feel coherent. There are no obvious violations of basic physics or common-sense expectations. Some stylized lighting and motion are present, but they do not undermine overall plausibility. Overall, Physical Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
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+ "MQ": 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 static, slightly low-angle close-up of a dense, dwarf bamboo forest with a dark canopy. The scene features unusually broad, waxy leaves that are deep green and glossy, slender segmented stems, dramatic diagonal illumination by a powerful light source, and a flickering light pattern that creates rapid stroboscopic effects. Leaves and stems are said to move subtly, with dust particles dancing in the air and dewdrops catching light to produce shimmering effects. Overall, the description calls for a surreal digital rendering with high dynamic lighting and atmospheric depth.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity with some softness and occasional blur, especially in background areas. The lighting yields a moody atmosphere with visible lens flares and light rays, but overall sharpness and fine detail are limited. The sequence remains relatively stable with no major distortions, yet the image quality does not reach high-fidelity levels. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close-up framing, low-angle perspective, dense bamboo forest, dark canopy, and prominent light beams. However, key aspects such as the extremely broad, waxy leaves and the described dynamic, flickering illumination are not convincingly realized. Movement appears minimal rather than the intended subtle dynamics, and atmospheric particle effects are not clearly depicted. The result aligns with the general concept but misses important details, yielding a moderate alignment score (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical relationships: bamboo structure, light interaction with foliage, and spatial arrangement feel coherent. There are no obvious violations of basic physics or common-sense expectations. Some stylized lighting and motion are present, but they do not undermine overall plausibility. Overall, Physical Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
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+ "seed": 1319,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_9/index_1096_seed_1319_dp_19_rank_38_sample_2_slot_0.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angle close-up of a surreal digital rendering of a dense, dwarf bamboo forest with a dark, invisible canopy. The bamboo features unusually broad, waxy leaves that are deep green and glossy, with slender, segmented stems. Dramatic illumination from a powerful diagonal beam creates a dynamic interplay of light and shadow, including brief, intense flashes and rapid stroboscopic motion. Dust particles and shimmering dewdrops contribute to the atmospheric effect, producing a sense of energy and movement.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains coherent across frames, with consistent lighting and color balance. There are no obvious distortions or artifacts, and the scene maintains a convincing depth and atmosphere. However, the sequence does not exhibit standout sharpness or high-detail fidelity, which aligns with a moderate Visual Quality score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—bamboo forest, dramatic lighting, and a slightly low-angle perspective. However, key aspects of the description are underrepresented: the leaves appear more slender than described, and the intended dynamic, rapidly flickering light is not convincingly realized. The result is a moderate alignment overall, with some discrepancies between the textual vision and the visual execution.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: light interacts with foliage in a believable manner, and the spatial arrangement feels coherent. Some stylized or exaggerated aspects (such as uniform leaf shape and the intensity of the light) introduce mild deviations from strict realism, but they do not break overall coherence. The combination yields a moderate level of physical/common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.359375,
+ "TA": 2.609375,
+ "MQ": 3.28125,
+ "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, slightly low-angle close-up of a surreal digital rendering of a dense, dwarf bamboo forest with a dark, invisible canopy. The bamboo features unusually broad, waxy leaves that are deep green and glossy, with slender, segmented stems. Dramatic illumination from a powerful diagonal beam creates a dynamic interplay of light and shadow, including brief, intense flashes and rapid stroboscopic motion. Dust particles and shimmering dewdrops contribute to the atmospheric effect, producing a sense of energy and movement.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains coherent across frames, with consistent lighting and color balance. There are no obvious distortions or artifacts, and the scene maintains a convincing depth and atmosphere. However, the sequence does not exhibit standout sharpness or high-detail fidelity, which aligns with a moderate Visual Quality score.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—bamboo forest, dramatic lighting, and a slightly low-angle perspective. However, key aspects of the description are underrepresented: the leaves appear more slender than described, and the intended dynamic, rapidly flickering light is not convincingly realized. The result is a moderate alignment overall, with some discrepancies between the textual vision and the visual execution.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: light interacts with foliage in a believable manner, and the spatial arrangement feels coherent. Some stylized or exaggerated aspects (such as uniform leaf shape and the intensity of the light) introduce mild deviations from strict realism, but they do not break overall coherence. The combination yields a moderate level of physical/common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, slightly low-angle close-up transports the viewer into a surreal digital rendering of a dense, dwarf bamboo forest, set against a dark, invisible canopy. The bamboo's unusually broad, waxy leaves are a deep green, their surface gleaming with a damp sheen in the light, while their slender, segmented stems are sturdy. The entire scene is dramatically illuminated by a powerful beam of sunlight, cutting diagonally through the darkness. This light source is not constant; it flickers violently, casting the environment in rapid, stroboscopic pulses, alternating between dazzling light and deep shadows. With each golden flash, the bamboo is captured in a subtle, time-lapse-like movement, its leaves and stems delicately twisting and bending, intermittently toward the beam. In the shimmering air, tiny dust particles dance erratically, appearing and disappearing in the stroboscopic shafts of light, while shimmering dewdrops on the leaves catch each pulse, creating momentary, brilliant crystal flickers that shimmer with prismatic intensity, generating a captivating and intense atmosphere of energy.",
+ "seed": 1320,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000107/group_9/index_1096_seed_1320_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": 3.453125,
+ "video_score2_ta": 2.484375,
+ "video_score2_mq": 3.296875,
+ "video_score2_overall": 9.25,
+ "avg": 9.234375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, slightly low-angle close-up transports the viewer into a surreal digital rendering of a dense, dwarf bamboo forest, set against a dark, invisible canopy. The bamboo's unusually broad, waxy leaves are a deep green, their surface gleaming with a damp sheen in the light, while their slender, segmented stems are sturdy. The entire scene is dramatically illuminated by a powerful beam of sunlight, cutting diagonally through the darkness. This light source is not constant; it flickers violently, casting the environment in rapid, stroboscopic pulses, alternating between dazzling light and deep shadows. With each golden flash, the bamboo is captured in a subtle, time-lapse-like movement, its leaves and stems delicately twisting and bending, intermittently toward the beam. In the shimmering air, tiny dust particles dance erratically, appearing and disappearing in the stroboscopic shafts of light, while shimmering dewdrops on the leaves catch each pulse, creating momentary, brilliant crystal flickers that shimmer with prismatic intensity, generating a captivating and intense atmosphere of energy.",
+ "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 static, slightly low-angle close-up of a dense, dwarf bamboo forest with a dark canopy. The scene features unusually broad, waxy leaves that are deep green and glossy, slender segmented stems, dramatic diagonal illumination, a flickering light source, and dynamic movement of the bamboo in response to the light, with shimmering particles and dewdrops catching the light. The overall intent is to create a surreal, energetic atmosphere.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear bamboo details and convincing lighting effects. The green palette is rich and the contrast between light and shadow is well managed. There are no obvious artifacts or distortions, and the imagery remains stable across frames. However, the sequence reads as relatively static rather than highly dynamic, which limits the perceived motion quality. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—bamboo forest, close-up framing, and dramatic lighting. Yet key aspects of the description are underrepresented: the leaves appear narrow rather than broad, the scene lacks the described flickering light and rapid stroboscopic changes, and there is little to no visible movement of the bamboo in response to the light. The result is a partial alignment with the prompt, yielding a moderate score (3/5).\n\nPhysical/Common-sense Consistency:\nLighting, texture, and spatial relationships are coherent and physically plausible. The scene maintains consistent geometry, shading, and material properties, with no evident violations of common-sense physics. The overall physical realism is strong, supporting a high score (4/5).\n\nGround-truth scores:\nVisual Quality: 3\nText-to-Video Alignment: 3\nPhysical Consistency: 4\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.453125,
+ "TA": 2.484375,
+ "MQ": 3.296875,
+ "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, slightly low-angle close-up of a dense, dwarf bamboo forest with a dark canopy. The scene features unusually broad, waxy leaves that are deep green and glossy, slender segmented stems, dramatic diagonal illumination, a flickering light source, and dynamic movement of the bamboo in response to the light, with shimmering particles and dewdrops catching the light. The overall intent is to create a surreal, energetic atmosphere.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear bamboo details and convincing lighting effects. The green palette is rich and the contrast between light and shadow is well managed. There are no obvious artifacts or distortions, and the imagery remains stable across frames. However, the sequence reads as relatively static rather than highly dynamic, which limits the perceived motion quality. Overall, Visual Quality is moderate (3/5).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—bamboo forest, close-up framing, and dramatic lighting. Yet key aspects of the description are underrepresented: the leaves appear narrow rather than broad, the scene lacks the described flickering light and rapid stroboscopic changes, and there is little to no visible movement of the bamboo in response to the light. The result is a partial alignment with the prompt, yielding a moderate score (3/5).\n\nPhysical/Common-sense Consistency:\nLighting, texture, and spatial relationships are coherent and physically plausible. The scene maintains consistent geometry, shading, and material properties, with no evident violations of common-sense physics. The overall physical realism is strong, supporting a high score (4/5).\n\nGround-truth scores:\nVisual Quality: 3\nText-to-Video Alignment: 3\nPhysical Consistency: 4\n\n\n(1) visual quality: 3\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-window3/rl_samples/0000170/group_9/index_tensor([1992, 1992])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000170/group_9/index_tensor([1992, 1992])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..96181b270e67ef185aed242a421ca293afacc553
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000170/group_9/index_tensor([1992, 1992])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "still, vintage film-like close-up captures the face of a majestic Siberian tiger with unwavering precision. In the pale, soft, diffuse light of a winter afternoon, its dense, orange-white fur is sharply outlined by deep black stripes. Its deep, amber eyes exude a primal alertness and majesty, while a few white whiskers, stained with tiny ice crystals, quiver softly on either side of its damp, black nose. The snow-capped coniferous forest in the background is completely blurred by the shallow depth of field, with only the faint outlines of the trees visible. The tiger exhales, solemnly and calmly, slowly and deeply. The warm air instantly condenses into a visible, swirling white mist in the chill air, which is then gently blown away by the cold wind. The entire picture has obvious film grain and the color saturation is slightly reduced, creating a quiet, solemn and wild and poetic atmosphere. In the end, this shot full of power and life slowly fades out to pure black.",
+ "seed": 28809,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000170/group_9/index_1992_seed_28809_dp_18_rank_36_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.828125,
+ "video_score2_ta": 3.1875,
+ "video_score2_mq": 3.6875,
+ "video_score2_overall": 10.6875,
+ "avg": 10.703125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "still, vintage film-like close-up captures the face of a majestic Siberian tiger with unwavering precision. In the pale, soft, diffuse light of a winter afternoon, its dense, orange-white fur is sharply outlined by deep black stripes. Its deep, amber eyes exude a primal alertness and majesty, while a few white whiskers, stained with tiny ice crystals, quiver softly on either side of its damp, black nose. The snow-capped coniferous forest in the background is completely blurred by the shallow depth of field, with only the faint outlines of the trees visible. The tiger exhales, solemnly and calmly, slowly and deeply. The warm air instantly condenses into a visible, swirling white mist in the chill air, which is then gently blown away by the cold wind. The entire picture has obvious film grain and the color saturation is slightly reduced, creating a quiet, solemn and wild and poetic atmosphere. In the end, this shot full of power and life slowly fades out to pure black.",
+ "token_credit_reward": 10.6875,
+ "selected_reward": 10.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a still, vintage film-like close-up of a Siberian tiger's face with precise details. It specifies:\n- Still, close-up shot of tiger face\n- Winter afternoon setting with diffuse light\n- Dense orange-white fur with deep black stripes\n- Deep amber eyes showing alertness and majesty\n- White whiskers with ice crystals\n- Black nose\n- Snow-capped coniferous forest background\n- Shallow depth of field with blurred background\n- Tiger exhaling with calm, slow breaths\n- Warm air condensing into visible white mist\n- Mist blown away by cold wind\n- Film grain and slightly reduced color saturation\n- Quiet, solemn, wild, poetic atmosphere\n- Shot fading to pure black\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and a convincing fur texture, but there are occasional minor inconsistencies in sharpness across frames and slight color/contrast fluctuations that prevent a higher rating. The depth-of-field effect and the snowy background are present, and the film-grain aesthetic aligns with the intended vintage look, though it does not reach exceptional polish throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a tiger close-up, winter lighting, orange-white fur with black stripes, amber eyes, white whiskers, a black nose, and a snow-covered forest backdrop with shallow depth of field. The mood and cinematographic cues align well with the prompt’s intent. Some dynamic aspects described in the prompt—such as the exact breathing pattern, the formation and dispersion of mist, and the fade to black—are not fully demonstrated in the available frames, but the essential alignment remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The tiger’s anatomy and environmental integration appear plausible, with coherent lighting and shadows supporting a believable scene. However, certain dynamic interactions (e.g., mist behavior, wind effects, or subtle motion cues) are not exhaustively shown, leaving some room for improvement in fully satisfying common-sense expectations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.828125,
+ "TA": 3.1875,
+ "MQ": 3.6875,
+ "Overall": 10.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a still, vintage film-like close-up of a Siberian tiger's face with precise details. It specifies:\n- Still, close-up shot of tiger face\n- Winter afternoon setting with diffuse light\n- Dense orange-white fur with deep black stripes\n- Deep amber eyes showing alertness and majesty\n- White whiskers with ice crystals\n- Black nose\n- Snow-capped coniferous forest background\n- Shallow depth of field with blurred background\n- Tiger exhaling with calm, slow breaths\n- Warm air condensing into visible white mist\n- Mist blown away by cold wind\n- Film grain and slightly reduced color saturation\n- Quiet, solemn, wild, poetic atmosphere\n- Shot fading to pure black\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and a convincing fur texture, but there are occasional minor inconsistencies in sharpness across frames and slight color/contrast fluctuations that prevent a higher rating. The depth-of-field effect and the snowy background are present, and the film-grain aesthetic aligns with the intended vintage look, though it does not reach exceptional polish throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a tiger close-up, winter lighting, orange-white fur with black stripes, amber eyes, white whiskers, a black nose, and a snow-covered forest backdrop with shallow depth of field. The mood and cinematographic cues align well with the prompt’s intent. Some dynamic aspects described in the prompt—such as the exact breathing pattern, the formation and dispersion of mist, and the fade to black—are not fully demonstrated in the available frames, but the essential alignment remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The tiger’s anatomy and environmental integration appear plausible, with coherent lighting and shadows supporting a believable scene. However, certain dynamic interactions (e.g., mist behavior, wind effects, or subtle motion cues) are not exhaustively shown, leaving some room for improvement in fully satisfying common-sense expectations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "still, vintage film-like close-up captures the face of a majestic Siberian tiger with unwavering precision. In the pale, soft, diffuse light of a winter afternoon, its dense, orange-white fur is sharply outlined by deep black stripes. Its deep, amber eyes exude a primal alertness and majesty, while a few white whiskers, stained with tiny ice crystals, quiver softly on either side of its damp, black nose. The snow-capped coniferous forest in the background is completely blurred by the shallow depth of field, with only the faint outlines of the trees visible. The tiger exhales, solemnly and calmly, slowly and deeply. The warm air instantly condenses into a visible, swirling white mist in the chill air, which is then gently blown away by the cold wind. The entire picture has obvious film grain and the color saturation is slightly reduced, creating a quiet, solemn and wild and poetic atmosphere. In the end, this shot full of power and life slowly fades out to pure black.",
+ "seed": 28810,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000170/group_9/index_1992_seed_28810_dp_18_rank_36_sample_1_slot_1.mp4",
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+ "video_score2_ta": 3.71875,
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+ "video_score2_overall": 11.6875,
+ "avg": 11.6875,
+ "reward_records": [
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+ "question": "still, vintage film-like close-up captures the face of a majestic Siberian tiger with unwavering precision. In the pale, soft, diffuse light of a winter afternoon, its dense, orange-white fur is sharply outlined by deep black stripes. Its deep, amber eyes exude a primal alertness and majesty, while a few white whiskers, stained with tiny ice crystals, quiver softly on either side of its damp, black nose. The snow-capped coniferous forest in the background is completely blurred by the shallow depth of field, with only the faint outlines of the trees visible. The tiger exhales, solemnly and calmly, slowly and deeply. The warm air instantly condenses into a visible, swirling white mist in the chill air, which is then gently blown away by the cold wind. The entire picture has obvious film grain and the color saturation is slightly reduced, creating a quiet, solemn and wild and poetic atmosphere. In the end, this shot full of power and life slowly fades out to pure black.",
+ "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 to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a still, vintage film-like close-up of a Siberian tiger's face in a winter setting with specific atmospheric details. While the video presents a close-up of a tiger in a snowy environment, several atmospheric nuances and motion cues described in the prompt are not fully realized in the footage. Overall, the alignment with the textual prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show solid visual quality with clear fur texture, good contrast between the orange fur and black stripes, and a convincing depth-of-field that isolates the tiger from the snowy background. Lighting remains consistent across shots, and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited motion variation, which reduces the sense of cinematic dynamism. Overall, Visual Quality is strong but not exceptional (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures the core subject and setting (close-up tiger, winter environment). However, key atmospheric elements from the prompt—specifically the warm, diffused lighting, the visible film grain, and the described exhalation with mist—are not convincingly depicted. The result is a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency Analysis:\nThe tiger’s anatomy and the winter scene are coherent and plausible. The tiger’s facial features, stripe patterns, and proportions align with expectations, and the snow backdrop with appropriate depth cues supports a believable environment. There are no evident inconsistencies in anatomy or physics, yielding a high level of common-sense consistency (score 4).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.9375,
+ "TA": 3.71875,
+ "MQ": 4.03125,
+ "Overall": 11.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a still, vintage film-like close-up of a Siberian tiger's face in a winter setting with specific atmospheric details. While the video presents a close-up of a tiger in a snowy environment, several atmospheric nuances and motion cues described in the prompt are not fully realized in the footage. Overall, the alignment with the textual prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show solid visual quality with clear fur texture, good contrast between the orange fur and black stripes, and a convincing depth-of-field that isolates the tiger from the snowy background. Lighting remains consistent across shots, and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited motion variation, which reduces the sense of cinematic dynamism. Overall, Visual Quality is strong but not exceptional (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures the core subject and setting (close-up tiger, winter environment). However, key atmospheric elements from the prompt—specifically the warm, diffused lighting, the visible film grain, and the described exhalation with mist—are not convincingly depicted. The result is a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency Analysis:\nThe tiger’s anatomy and the winter scene are coherent and plausible. The tiger’s facial features, stripe patterns, and proportions align with expectations, and the snow backdrop with appropriate depth cues supports a believable environment. There are no evident inconsistencies in anatomy or physics, yielding a high level of common-sense consistency (score 4).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "still, vintage film-like close-up captures the face of a majestic Siberian tiger with unwavering precision. In the pale, soft, diffuse light of a winter afternoon, its dense, orange-white fur is sharply outlined by deep black stripes. Its deep, amber eyes exude a primal alertness and majesty, while a few white whiskers, stained with tiny ice crystals, quiver softly on either side of its damp, black nose. The snow-capped coniferous forest in the background is completely blurred by the shallow depth of field, with only the faint outlines of the trees visible. The tiger exhales, solemnly and calmly, slowly and deeply. The warm air instantly condenses into a visible, swirling white mist in the chill air, which is then gently blown away by the cold wind. The entire picture has obvious film grain and the color saturation is slightly reduced, creating a quiet, solemn and wild and poetic atmosphere. In the end, this shot full of power and life slowly fades out to pure black.",
+ "seed": 28811,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000170/group_9/index_1992_seed_28811_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": 3.765625,
+ "video_score2_ta": 3.328125,
+ "video_score2_mq": 3.71875,
+ "video_score2_overall": 10.8125,
+ "avg": 10.8125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "still, vintage film-like close-up captures the face of a majestic Siberian tiger with unwavering precision. In the pale, soft, diffuse light of a winter afternoon, its dense, orange-white fur is sharply outlined by deep black stripes. Its deep, amber eyes exude a primal alertness and majesty, while a few white whiskers, stained with tiny ice crystals, quiver softly on either side of its damp, black nose. The snow-capped coniferous forest in the background is completely blurred by the shallow depth of field, with only the faint outlines of the trees visible. The tiger exhales, solemnly and calmly, slowly and deeply. The warm air instantly condenses into a visible, swirling white mist in the chill air, which is then gently blown away by the cold wind. The entire picture has obvious film grain and the color saturation is slightly reduced, creating a quiet, solemn and wild and poetic atmosphere. In the end, this shot full of power and life slowly fades out to pure black.",
+ "token_credit_reward": 10.8125,
+ "selected_reward": 10.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a still, vintage film-like close-up of a Siberian tiger's face with precise details. It specifies:\n- Still, close-up shot of tiger face\n- Winter afternoon setting with diffuse light\n- Dense orange-white fur with deep black stripes\n- Deep amber eyes showing alertness and majesty\n- White whiskers with ice crystals\n- Black nose\n- Snow-capped coniferous forest background\n- Shallow depth of field blurring background\n- Tiger exhaling with calm, slow, deep breaths\n- Warm air condensing into visible white mist\n- Mist blown away by cold wind\n- Film grain and slightly reduced color saturation\n- Quiet, solemn, wild, poetic atmosphere\n- Shot fading to pure black\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and a convincing fur texture, but there are occasional minor inconsistencies in sharpness across frames and slight color/contrast fluctuations that prevent a higher rating. The depth-of-field effect and lighting contribute to a cinematic feel, yet some frames exhibit mild noise or compression artifacts that temper overall clarity. The sequence remains coherent, with no major distortions, 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 captures the core elements: a tiger close-up, winter setting, orange-white fur with black stripes, amber eyes, white whiskers, and a snowy background with shallow depth of field. The mood and cinematographic cues align with the intended atmosphere. Some dynamic aspects described in the prompt—such as the exact breathing pattern, the formation and dispersion of mist, and the gradual fade to black—are not fully verifiable from static frames alone, so a perfect match cannot be claimed. Nevertheless, the alignment is solid and faithful to the majority of the prompt’s key features.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The tiger’s anatomy, fur rendering, and environmental interaction appear plausible and coherent within the scene. There are no glaring anatomical or physical contradictions. However, certain atmospheric effects and motion cues implied by the prompt (e.g., mist dynamics, wind interaction, and the fade to black) are not exhaustively demonstrated in the frames, leaving room for minor inconsistencies when considering the full narrative.\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": 3.765625,
+ "TA": 3.328125,
+ "MQ": 3.71875,
+ "Overall": 10.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a still, vintage film-like close-up of a Siberian tiger's face with precise details. It specifies:\n- Still, close-up shot of tiger face\n- Winter afternoon setting with diffuse light\n- Dense orange-white fur with deep black stripes\n- Deep amber eyes showing alertness and majesty\n- White whiskers with ice crystals\n- Black nose\n- Snow-capped coniferous forest background\n- Shallow depth of field blurring background\n- Tiger exhaling with calm, slow, deep breaths\n- Warm air condensing into visible white mist\n- Mist blown away by cold wind\n- Film grain and slightly reduced color saturation\n- Quiet, solemn, wild, poetic atmosphere\n- Shot fading to pure black\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and a convincing fur texture, but there are occasional minor inconsistencies in sharpness across frames and slight color/contrast fluctuations that prevent a higher rating. The depth-of-field effect and lighting contribute to a cinematic feel, yet some frames exhibit mild noise or compression artifacts that temper overall clarity. The sequence remains coherent, with no major distortions, 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 captures the core elements: a tiger close-up, winter setting, orange-white fur with black stripes, amber eyes, white whiskers, and a snowy background with shallow depth of field. The mood and cinematographic cues align with the intended atmosphere. Some dynamic aspects described in the prompt—such as the exact breathing pattern, the formation and dispersion of mist, and the gradual fade to black—are not fully verifiable from static frames alone, so a perfect match cannot be claimed. Nevertheless, the alignment is solid and faithful to the majority of the prompt’s key features.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The tiger’s anatomy, fur rendering, and environmental interaction appear plausible and coherent within the scene. There are no glaring anatomical or physical contradictions. However, certain atmospheric effects and motion cues implied by the prompt (e.g., mist dynamics, wind interaction, and the fade to black) are not exhaustively demonstrated in the frames, leaving room for minor inconsistencies when considering the full narrative.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "still, vintage film-like close-up captures the face of a majestic Siberian tiger with unwavering precision. In the pale, soft, diffuse light of a winter afternoon, its dense, orange-white fur is sharply outlined by deep black stripes. Its deep, amber eyes exude a primal alertness and majesty, while a few white whiskers, stained with tiny ice crystals, quiver softly on either side of its damp, black nose. The snow-capped coniferous forest in the background is completely blurred by the shallow depth of field, with only the faint outlines of the trees visible. The tiger exhales, solemnly and calmly, slowly and deeply. The warm air instantly condenses into a visible, swirling white mist in the chill air, which is then gently blown away by the cold wind. The entire picture has obvious film grain and the color saturation is slightly reduced, creating a quiet, solemn and wild and poetic atmosphere. In the end, this shot full of power and life slowly fades out to pure black.",
+ "seed": 28812,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000170/group_9/index_1992_seed_28812_dp_19_rank_38_sample_3_slot_1.mp4",
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+ "video_score2_ta": 3.71875,
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+ "video_score2_overall": 10.875,
+ "avg": 10.859375,
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+ "question": "still, vintage film-like close-up captures the face of a majestic Siberian tiger with unwavering precision. In the pale, soft, diffuse light of a winter afternoon, its dense, orange-white fur is sharply outlined by deep black stripes. Its deep, amber eyes exude a primal alertness and majesty, while a few white whiskers, stained with tiny ice crystals, quiver softly on either side of its damp, black nose. The snow-capped coniferous forest in the background is completely blurred by the shallow depth of field, with only the faint outlines of the trees visible. The tiger exhales, solemnly and calmly, slowly and deeply. The warm air instantly condenses into a visible, swirling white mist in the chill air, which is then gently blown away by the cold wind. The entire picture has obvious film grain and the color saturation is slightly reduced, creating a quiet, solemn and wild and poetic atmosphere. In the end, this shot full of power and life slowly fades out to pure black.",
+ "token_credit_reward": 10.875,
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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 still, vintage film-like close-up of a Siberian tiger's face with precise details. It specifies a winter afternoon setting with diffuse lighting, sharp fur outline, deep black stripes, amber eyes, white whiskers with ice crystals, a damp black nose, and a snow-capped coniferous forest background with shallow depth of field. The tiger is to exhale with a calm, powerful presence as warm breath condenses into visible white mist that is blown away by cold wind. The scene should have film grain, slightly reduced color saturation, and a quiet, solemn, wild, and poetic atmosphere, ending with a fade to pure black.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject detail, but there are noticeable limitations: occasional softness or minor noise, and some frames exhibit slight color desaturation or uneven contrast. The film grain is present but not consistently applied across all frames, and a few frames show minor artifacts. The depth-of-field effect is convincing, yet overall polish is not at the highest level. The sequence remains coherent, but it does not reach high-end visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a close-up of a tiger's face, winter ambiance with diffuse lighting, visible fur texture and stripe definition, amber eyes, white whiskers, and a damp nose. The snowy forest background and shallow depth of field align with the description, and the tiger's calm, powerful demeanor matches the intended mood. Some nuanced details such as explicit ice-crystal staining on whiskers or the exact timing of the breath/mist are not fully verifiable from static frames, but the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The tiger's anatomy and environmental interaction appear plausible, with believable fur dynamics and lighting. However, certain dynamic aspects such as the exact moment of breath exhalation and the subsequent mist behavior are not fully demonstrated in the frames, leaving room for minor inconsistencies when considering motion. Overall, the scene maintains reasonable realism without major contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.53125,
+ "TA": 3.71875,
+ "MQ": 3.609375,
+ "Overall": 10.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a still, vintage film-like close-up of a Siberian tiger's face with precise details. It specifies a winter afternoon setting with diffuse lighting, sharp fur outline, deep black stripes, amber eyes, white whiskers with ice crystals, a damp black nose, and a snow-capped coniferous forest background with shallow depth of field. The tiger is to exhale with a calm, powerful presence as warm breath condenses into visible white mist that is blown away by cold wind. The scene should have film grain, slightly reduced color saturation, and a quiet, solemn, wild, and poetic atmosphere, ending with a fade to pure black.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject detail, but there are noticeable limitations: occasional softness or minor noise, and some frames exhibit slight color desaturation or uneven contrast. The film grain is present but not consistently applied across all frames, and a few frames show minor artifacts. The depth-of-field effect is convincing, yet overall polish is not at the highest level. The sequence remains coherent, but it does not reach high-end visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a close-up of a tiger's face, winter ambiance with diffuse lighting, visible fur texture and stripe definition, amber eyes, white whiskers, and a damp nose. The snowy forest background and shallow depth of field align with the description, and the tiger's calm, powerful demeanor matches the intended mood. Some nuanced details such as explicit ice-crystal staining on whiskers or the exact timing of the breath/mist are not fully verifiable from static frames, but the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The tiger's anatomy and environmental interaction appear plausible, with believable fur dynamics and lighting. However, certain dynamic aspects such as the exact moment of breath exhalation and the subsequent mist behavior are not fully demonstrated in the frames, leaving room for minor inconsistencies when considering motion. Overall, the scene maintains reasonable realism without major contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_0/index_tensor([5354, 5354])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_0/index_tensor([5354, 5354])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b269b9e509a40d1a0b03f18a700fce8746cb5ed9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_0/index_tensor([5354, 5354])_group_0_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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A static, medium shot reminiscent of a social documentary\n- A thick, white, woven plastic bag of garden fertilizer standing vertically on rough concrete floor\n- Bag should be \"bulging with its contents\"\n- Should show \"a slightly worn but still vibrant pattern of crops\" printed on the bag\n- Background should be \"hazy, metal shelving system in a corner of a warehouse\"\n- Cold, natural light slants down from high above, illuminating the bag and ground\n- Should show a \"striking contrast between light and dark\"\n- Should show an \"irregular tear tearing open from the lower side of the bag\"\n- Should show \"stream of dark brown, organic-rich, granular soil pouring out\"\n- Soil should fall \"rapidly piling up into an ever-expanding mound\"\n- Fine dust rising in light of beam\n- Absolute silence, atmosphere of calm observation\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames exhibit extreme distortion and heavy processing, with color bleeding and artifacts that obscure details. The imagery is abstract and lacks recognizable objects or scenes; overall clarity is severely compromised. The result reads as a corrupted or heavily stylized render rather than a coherent, documentary-like shot. This aligns with a very low visual quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested content. The frames do not depict a white woven bag, a warehouse setting, lighting, or the described sequence of events. Instead, the visuals are dominated by abstract color patterns and artifacts, making it impossible to identify any of the specified elements. The mismatch is complete, corresponding to a score of 1.\n\nPhysical/Common-sense Consistency:\nThe abstract, artifact-driven imagery prevents any meaningful assessment of physical realism or common-sense behavior. There is no coherent physical progression or plausible interaction among objects, so the evaluation cannot demonstrate consistent physical dynamics. Given the lack of recognizable content, the appropriate rating is a score of 1.\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
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+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A static, medium shot reminiscent of a social documentary\n- A thick, white, woven plastic bag of garden fertilizer standing vertically on rough concrete floor\n- Bag should be \"bulging with its contents\"\n- Should show \"a slightly worn but still vibrant pattern of crops\" printed on the bag\n- Background should be \"hazy, metal shelving system in a corner of a warehouse\"\n- Cold, natural light slants down from high above, illuminating the bag and ground\n- Should show a \"striking contrast between light and dark\"\n- Should show an \"irregular tear tearing open from the lower side of the bag\"\n- Should show \"stream of dark brown, organic-rich, granular soil pouring out\"\n- Soil should fall \"rapidly piling up into an ever-expanding mound\"\n- Fine dust rising in light of beam\n- Absolute silence, atmosphere of calm observation\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames exhibit extreme distortion and heavy processing, with color bleeding and artifacts that obscure details. The imagery is abstract and lacks recognizable objects or scenes; overall clarity is severely compromised. The result reads as a corrupted or heavily stylized render rather than a coherent, documentary-like shot. This aligns with a very low visual quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested content. The frames do not depict a white woven bag, a warehouse setting, lighting, or the described sequence of events. Instead, the visuals are dominated by abstract color patterns and artifacts, making it impossible to identify any of the specified elements. The mismatch is complete, corresponding to a score of 1.\n\nPhysical/Common-sense Consistency:\nThe abstract, artifact-driven imagery prevents any meaningful assessment of physical realism or common-sense behavior. There is no coherent physical progression or plausible interaction among objects, so the evaluation cannot demonstrate consistent physical dynamics. Given the lack of recognizable content, the appropriate rating is a score of 1.\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 856,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_0/index_5354_seed_856_dp_0_rank_0_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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A static, medium shot reminiscent of a social documentary\n- A thick, white, woven plastic bag of garden fertilizer standing vertically on rough concrete floor\n- Bag should be \"bulging with its contents\"\n- Should show \"a slightly worn but still vibrant pattern of crops\" printed on the bag\n- Background should be \"hazy, metal shelving system in a corner of a warehouse\"\n- \"Cold, natural light slants down from high above, illuminating the bag and a portion of the ground\"\n- Should show \"a striking contrast between light and dark\"\n- Should show \"an irregular tear tears open from the lower side of the bag\"\n- Should show \"releasing a stream of dark brown, organic-rich, granular soil\"\n- Soil should \"pour out like an unstoppable stream\"\n- Soil should \"rapidly piling up into an ever-expanding mound\"\n- \"Fine dust rises in the light of the beam\"\n- \"Absolute silence, conveying an atmosphere of calm observation\"\n\nNow let me examine the frames:\n\nLooking at the frames, they appear to be abstract, highly distorted, and heavily processed. The images show:\n- Heavy digital processing with rainbow-like color distortions\n- Abstract patterns with diagonal stripes and color bleeding\n- No clear objects or scenes are discernible\n- The images look like corrupted data or heavily compressed/processed content\n- There's no recognizable bag, concrete floor, metal shelving, or any of the specific elements described\n\nVisual Quality Assessment:\nThe frames exhibit extreme visual degradation. The heavy processing yields rainbow-like artifacts, diagonal stripe patterns, and color bleeding that obscure any meaningful content. The result is effectively unusable for conveying the intended scene, indicating a complete failure in visual quality.\n\nText-to-Video Alignment Assessment:\nThere is essentially no alignment with the prompt. The requested static medium-shot scene with a garden-fertilizer bag, concrete floor, metal shelving, and a controlled soil pour is not represented; instead, the frames present abstract, distorted imagery that bears no resemblance to the described scenario. The core narrative and visual cues are not recoverable.\n\nPhysical/Common-sense Consistency:\nThe abstract, artifact-driven content cannot support any plausible physical interaction or common-sense interpretation. There is no coherent sequence or physical behavior that would correspond to the described event, resulting in a total breakdown of physical consistency.\n\nOverall assessment:\nAll three dimensions are severely compromised, yielding the lowest possible scores across Visual Quality, Text-to-Video Alignment, and Physical/Common-sense Consistency.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A static, medium shot reminiscent of a social documentary\n- A thick, white, woven plastic bag of garden fertilizer standing vertically on rough concrete floor\n- Bag should be \"bulging with its contents\"\n- Should show \"a slightly worn but still vibrant pattern of crops\" printed on the bag\n- Background should be \"hazy, metal shelving system in a corner of a warehouse\"\n- \"Cold, natural light slants down from high above, illuminating the bag and a portion of the ground\"\n- Should show \"a striking contrast between light and dark\"\n- Should show \"an irregular tear tears open from the lower side of the bag\"\n- Should show \"releasing a stream of dark brown, organic-rich, granular soil\"\n- Soil should \"pour out like an unstoppable stream\"\n- Soil should \"rapidly piling up into an ever-expanding mound\"\n- \"Fine dust rises in the light of the beam\"\n- \"Absolute silence, conveying an atmosphere of calm observation\"\n\nNow let me examine the frames:\n\nLooking at the frames, they appear to be abstract, highly distorted, and heavily processed. The images show:\n- Heavy digital processing with rainbow-like color distortions\n- Abstract patterns with diagonal stripes and color bleeding\n- No clear objects or scenes are discernible\n- The images look like corrupted data or heavily compressed/processed content\n- There's no recognizable bag, concrete floor, metal shelving, or any of the specific elements described\n\nVisual Quality Assessment:\nThe frames exhibit extreme visual degradation. The heavy processing yields rainbow-like artifacts, diagonal stripe patterns, and color bleeding that obscure any meaningful content. The result is effectively unusable for conveying the intended scene, indicating a complete failure in visual quality.\n\nText-to-Video Alignment Assessment:\nThere is essentially no alignment with the prompt. The requested static medium-shot scene with a garden-fertilizer bag, concrete floor, metal shelving, and a controlled soil pour is not represented; instead, the frames present abstract, distorted imagery that bears no resemblance to the described scenario. The core narrative and visual cues are not recoverable.\n\nPhysical/Common-sense Consistency:\nThe abstract, artifact-driven content cannot support any plausible physical interaction or common-sense interpretation. There is no coherent sequence or physical behavior that would correspond to the described event, resulting in a total breakdown of physical consistency.\n\nOverall assessment:\nAll three dimensions are severely compromised, yielding the lowest possible scores across Visual Quality, Text-to-Video Alignment, and Physical/Common-sense Consistency.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 857,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_0/index_5354_seed_857_dp_1_rank_2_sample_2_slot_0.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A static, medium shot reminiscent of a social documentary\n- A thick, white, woven plastic bag of garden fertilizer standing vertically on rough concrete floor\n- Bag should be \"bulging with its contents\"\n- Should show \"a slightly worn but still vibrant pattern of crops\" printed on the bag\n- Background should be \"hazy, metal shelving system in a corner of a warehouse\"\n- Cold, natural light slants down from high above, illuminating the bag and ground\n- Should show a \"striking contrast between light and dark\"\n- Should show an \"irregular tear tearing open from the lower side of the bag\"\n- Should show \"stream of dark brown, organic-rich, granular soil pouring out\"\n- Soil should fall \"rapidly piling up into an ever-expanding mound\"\n- Fine dust rising in light of beam\n- Absolute silence, atmosphere of calm observation\n\nNow looking at the frames:\n\nVisual Quality Analysis:\nThe frames present abstract, flowing geometric patterns with striped motifs and color shifts. There is no recognizable subject or scene matching the described setup; the visuals read as highly stylized graphics rather than a faithful depiction of the requested scenario. The imagery is coherent within its own abstract language, but it does not convey the intended content or narrative. Overall, the visual quality is severely limited by the absence of the requested subject and context.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not depict a static medium-shot of a garden-fertilizer bag, nor any of the described actions (bag tearing, soil pouring, dust, lighting, or warehouse setting). The content is abstract and unrelated to the specified scene, resulting in a near-total mismatch between prompt and video.\n\nPhysical/Common-sense Consistency:\nWithin the abstract visuals, there is internal coherence in terms of how patterns evolve and colors shift, but this does not map to real-world physics or common-sense expectations for the described scenario. The piece remains self-consistent as abstract art while failing to satisfy plausible physical or everyday-world constraints.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.21875,
+ "TA": 1.0,
+ "MQ": 1.015625,
+ "Overall": 3.234375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A static, medium shot reminiscent of a social documentary\n- A thick, white, woven plastic bag of garden fertilizer standing vertically on rough concrete floor\n- Bag should be \"bulging with its contents\"\n- Should show \"a slightly worn but still vibrant pattern of crops\" printed on the bag\n- Background should be \"hazy, metal shelving system in a corner of a warehouse\"\n- Cold, natural light slants down from high above, illuminating the bag and ground\n- Should show a \"striking contrast between light and dark\"\n- Should show an \"irregular tear tearing open from the lower side of the bag\"\n- Should show \"stream of dark brown, organic-rich, granular soil pouring out\"\n- Soil should fall \"rapidly piling up into an ever-expanding mound\"\n- Fine dust rising in light of beam\n- Absolute silence, atmosphere of calm observation\n\nNow looking at the frames:\n\nVisual Quality Analysis:\nThe frames present abstract, flowing geometric patterns with striped motifs and color shifts. There is no recognizable subject or scene matching the described setup; the visuals read as highly stylized graphics rather than a faithful depiction of the requested scenario. The imagery is coherent within its own abstract language, but it does not convey the intended content or narrative. Overall, the visual quality is severely limited by the absence of the requested subject and context.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not depict a static medium-shot of a garden-fertilizer bag, nor any of the described actions (bag tearing, soil pouring, dust, lighting, or warehouse setting). The content is abstract and unrelated to the specified scene, resulting in a near-total mismatch between prompt and video.\n\nPhysical/Common-sense Consistency:\nWithin the abstract visuals, there is internal coherence in terms of how patterns evolve and colors shift, but this does not map to real-world physics or common-sense expectations for the described scenario. The piece remains self-consistent as abstract art while failing to satisfy plausible physical or everyday-world constraints.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 858,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_0/index_5354_seed_858_dp_1_rank_2_sample_3_slot_1.mp4",
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+ "video_score2_vq": 1.15625,
+ "video_score2_ta": 1.0078125,
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+ "video_score2_overall": 3.1875,
+ "avg": 3.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a static, medium-shot scenario in a warehouse-like setting featuring a thick white woven plastic bag of garden fertilizer standing vertically on a rough concrete floor, with a hazy metal shelving backdrop and a dramatic overhead light. An irregular tear opens the bag, releasing dark brown soil that pours out and accumulates on the floor, accompanied by fine dust and a silent, observational mood.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The resolution is very low, with heavy blur and pronounced compression artifacts. Color bleeding and digital noise are evident, and overall image fidelity is poor. Details are indistinct, and the scene lacks crispness and polish. This supports a Visual Quality score of 1.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not clearly depict a white woven bag, a concrete floor, or the described lighting or sequence. The core elements and narrative described in the prompt are not represented; the content appears unrelated to the requested scene. This warrants a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nDue to the severe degradation, assessing physical realism or common-sense coherence is not feasible. The frames do not provide reliable cues about objects, interactions, or plausible dynamics, so a Physical Consistency score of 1 is appropriate.\n\nGround-truth scores:\nVisual Quality: 1\nText-to-Video Alignment: 1\nPhysical Consistency: 1\n\n\n(1) visual quality - clarity, smoothness, artifacts: 1\n(2) text-to-video alignment - fidelity to the prompt: 1\n(3) physical/common-sense consistency - naturalness and physics plausibility: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.15625,
+ "TA": 1.0078125,
+ "MQ": 1.0234375,
+ "Overall": 3.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a static, medium-shot scenario in a warehouse-like setting featuring a thick white woven plastic bag of garden fertilizer standing vertically on a rough concrete floor, with a hazy metal shelving backdrop and a dramatic overhead light. An irregular tear opens the bag, releasing dark brown soil that pours out and accumulates on the floor, accompanied by fine dust and a silent, observational mood.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The resolution is very low, with heavy blur and pronounced compression artifacts. Color bleeding and digital noise are evident, and overall image fidelity is poor. Details are indistinct, and the scene lacks crispness and polish. This supports a Visual Quality score of 1.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not clearly depict a white woven bag, a concrete floor, or the described lighting or sequence. The core elements and narrative described in the prompt are not represented; the content appears unrelated to the requested scene. This warrants a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nDue to the severe degradation, assessing physical realism or common-sense coherence is not feasible. The frames do not provide reliable cues about objects, interactions, or plausible dynamics, so a Physical Consistency score of 1 is appropriate.\n\nGround-truth scores:\nVisual Quality: 1\nText-to-Video Alignment: 1\nPhysical Consistency: 1\n\n\n(1) visual quality - clarity, smoothness, artifacts: 1\n(2) text-to-video alignment - fidelity to the prompt: 1\n(3) physical/common-sense consistency - naturalness and physics plausibility: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_1/index_tensor([3673, 3673])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_1/index_tensor([3673, 3673])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef703dae79766b3eda761cec9d581fc6aa068c78
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_1/index_tensor([3673, 3673])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "shot shot from a medium angle, slightly looking upward, perfectly captures a sleek, futuristic white drone in an incredibly smooth 360-degree orbit. Against the warm golden sky of dusk, the drone gracefully executes a slow, precise autorotation, like a solo aerial ballet. The setting sun's glow gently caresses its sleek, glossy white exterior, creating soft highlights, while its four carbon fiber propellers spin at high speed, becoming barely visible, translucent shadows. The rhythmic flashing of bright blue and red LEDs adds a touch of technology to the pristine white. As the camera continues to pan, wisps of wispy clouds tinged pink and the blurring outlines of distant mountains slowly pass by, creating an atmosphere of tranquility, grandeur, and technological poetry.",
+ "seed": 27261,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_1/index_3673_seed_27261_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": 1.1953125,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.046875,
+ "video_score2_overall": 3.25,
+ "avg": 3.25,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "shot shot from a medium angle, slightly looking upward, perfectly captures a sleek, futuristic white drone in an incredibly smooth 360-degree orbit. Against the warm golden sky of dusk, the drone gracefully executes a slow, precise autorotation, like a solo aerial ballet. The setting sun's glow gently caresses its sleek, glossy white exterior, creating soft highlights, while its four carbon fiber propellers spin at high speed, becoming barely visible, translucent shadows. The rhythmic flashing of bright blue and red LEDs adds a touch of technology to the pristine white. As the camera continues to pan, wisps of wispy clouds tinged pink and the blurring outlines of distant mountains slowly pass by, creating an atmosphere of tranquility, grandeur, and technological poetry.",
+ "token_credit_reward": 3.25,
+ "selected_reward": 3.25,
+ "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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A medium-angle shot looking upward\n- A sleek, futuristic white drone\n- An incredibly smooth 360-degree orbit\n- Warm golden sky of dusk\n- Drone gracefully executing slow, precise autorotation (like aerial ballet)\n- Setting sun's glow caressing the drone's exterior\n- Four carbon fiber propellers spinning at high speed, becoming barely visible, translucent shadows\n- Rhythmic flashing of bright blue and red LEDs\n- Camera panning with wispy clouds tinged pink and distant mountains passing by\n- Atmosphere of tranquility, grandeur, and technological poetry\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive color banding that obscure details. The imagery is dominated by horizontal color stripes and digital noise, making it impossible to discern any coherent subject or scene. Transitions between frames are abrupt, and the content remains largely uninterpretable due to the severe degradation. This results in a very low visual quality assessment.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not reveal a white drone, a 360-degree orbit, a warm golden sky, a setting sun, or any of the described atmospheric elements. The content appears as abstract color patterns with no recognizable objects or scenes, indicating a complete mismatch with the prompt.\n\nPhysical/Common-sense Consistency:\nWith no identifiable objects or plausible motion, there is no basis to evaluate physical realism or common-sense behavior. The sequence presents only random color artifacts and does not convey any coherent physical dynamics, resulting in a lack of meaningful physical consistency.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "Overall": 3.25
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A medium-angle shot looking upward\n- A sleek, futuristic white drone\n- An incredibly smooth 360-degree orbit\n- Warm golden sky of dusk\n- Drone gracefully executing slow, precise autorotation (like aerial ballet)\n- Setting sun's glow caressing the drone's exterior\n- Four carbon fiber propellers spinning at high speed, becoming barely visible, translucent shadows\n- Rhythmic flashing of bright blue and red LEDs\n- Camera panning with wispy clouds tinged pink and distant mountains passing by\n- Atmosphere of tranquility, grandeur, and technological poetry\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive color banding that obscure details. The imagery is dominated by horizontal color stripes and digital noise, making it impossible to discern any coherent subject or scene. Transitions between frames are abrupt, and the content remains largely uninterpretable due to the severe degradation. This results in a very low visual quality assessment.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not reveal a white drone, a 360-degree orbit, a warm golden sky, a setting sun, or any of the described atmospheric elements. The content appears as abstract color patterns with no recognizable objects or scenes, indicating a complete mismatch with the prompt.\n\nPhysical/Common-sense Consistency:\nWith no identifiable objects or plausible motion, there is no basis to evaluate physical realism or common-sense behavior. The sequence presents only random color artifacts and does not convey any coherent physical dynamics, resulting in a lack of meaningful physical consistency.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ {
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+ "seed": 27262,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_1/index_3673_seed_27262_dp_2_rank_4_sample_1_slot_1.mp4",
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+ "video_score2_overall": 3.21875,
+ "avg": 3.21875,
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+ "question": "shot shot from a medium angle, slightly looking upward, perfectly captures a sleek, futuristic white drone in an incredibly smooth 360-degree orbit. Against the warm golden sky of dusk, the drone gracefully executes a slow, precise autorotation, like a solo aerial ballet. The setting sun's glow gently caresses its sleek, glossy white exterior, creating soft highlights, while its four carbon fiber propellers spin at high speed, becoming barely visible, translucent shadows. The rhythmic flashing of bright blue and red LEDs adds a touch of technology to the pristine white. As the camera continues to pan, wisps of wispy clouds tinged pink and the blurring outlines of distant mountains slowly pass by, creating an atmosphere of tranquility, grandeur, and technological poetry.",
+ "token_credit_reward": 3.21875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A medium-angle shot looking upward\n- A sleek, futuristic white drone\n- An incredibly smooth 360-degree orbit\n- Warm golden sky of dusk\n- Drone gracefully executing slow, precise autorotation (aerial ballet)\n- Setting sun's glow caressing the drone's exterior with soft highlights\n- Four carbon fiber propellers spinning at high speed, becoming barely visible, translucent shadows\n- Rhythmic flashing of bright blue and red LEDs\n- Camera panning with wispy clouds tinged pink and distant mountains passing by\n- Atmosphere of tranquility, grandeur, and technological poetry\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive color distortions that render details indistinguishable. The drone silhouette is barely recognizable due to pronounced blur and aliasing, and the background elements are smeared or smeared with color fringing. Transitions between frames feel unstable, contributing to a jarring viewing experience. In short, the video fails to deliver usable visual clarity, making it impossible to discern the intended aesthetic or motion cues.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The footage does not clearly depict a white drone, a smooth 360-degree orbit, or a warm golden dusk sky. The lighting and atmospheric cues described in the prompt are not observable, and the overall composition lacks the requested cinematic qualities. The result is a substantial mismatch between the textual description and the visual content, indicating a near-complete failure to translate the prompt into a coherent video.\n\nPhysical/Common-sense Consistency:\nThere is no coherent physical behavior or common-sense cues that align with the described scenario. The extreme degradation prevents any reliable assessment of motion, lighting interactions, or environmental context, so the video cannot be judged for plausible physical dynamics or scene coherence.\n\nOverall assessment:\nAcross all three dimensions, the video demonstrates severe deficiencies. Visual quality is critically compromised, text-to-video alignment is essentially non-existent, and physical/common-sense consistency cannot be established. The result reflects a fundamental breakdown in generating a coherent, prompt-consistent video.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
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+ "soft_scores": {
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+ "TA": 1.015625,
+ "MQ": 1.0703125,
+ "Overall": 3.21875
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A medium-angle shot looking upward\n- A sleek, futuristic white drone\n- An incredibly smooth 360-degree orbit\n- Warm golden sky of dusk\n- Drone gracefully executing slow, precise autorotation (aerial ballet)\n- Setting sun's glow caressing the drone's exterior with soft highlights\n- Four carbon fiber propellers spinning at high speed, becoming barely visible, translucent shadows\n- Rhythmic flashing of bright blue and red LEDs\n- Camera panning with wispy clouds tinged pink and distant mountains passing by\n- Atmosphere of tranquility, grandeur, and technological poetry\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive color distortions that render details indistinguishable. The drone silhouette is barely recognizable due to pronounced blur and aliasing, and the background elements are smeared or smeared with color fringing. Transitions between frames feel unstable, contributing to a jarring viewing experience. In short, the video fails to deliver usable visual clarity, making it impossible to discern the intended aesthetic or motion cues.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The footage does not clearly depict a white drone, a smooth 360-degree orbit, or a warm golden dusk sky. The lighting and atmospheric cues described in the prompt are not observable, and the overall composition lacks the requested cinematic qualities. The result is a substantial mismatch between the textual description and the visual content, indicating a near-complete failure to translate the prompt into a coherent video.\n\nPhysical/Common-sense Consistency:\nThere is no coherent physical behavior or common-sense cues that align with the described scenario. The extreme degradation prevents any reliable assessment of motion, lighting interactions, or environmental context, so the video cannot be judged for plausible physical dynamics or scene coherence.\n\nOverall assessment:\nAcross all three dimensions, the video demonstrates severe deficiencies. Visual quality is critically compromised, text-to-video alignment is essentially non-existent, and physical/common-sense consistency cannot be established. The result reflects a fundamental breakdown in generating a coherent, prompt-consistent video.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ {
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+ "seed": 27263,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_1/index_3673_seed_27263_dp_3_rank_6_sample_2_slot_0.mp4",
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+ "video_score2_ta": 1.015625,
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+ "video_score2_overall": 3.71875,
+ "avg": 3.7265625,
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+ "question": "shot shot from a medium angle, slightly looking upward, perfectly captures a sleek, futuristic white drone in an incredibly smooth 360-degree orbit. Against the warm golden sky of dusk, the drone gracefully executes a slow, precise autorotation, like a solo aerial ballet. The setting sun's glow gently caresses its sleek, glossy white exterior, creating soft highlights, while its four carbon fiber propellers spin at high speed, becoming barely visible, translucent shadows. The rhythmic flashing of bright blue and red LEDs adds a touch of technology to the pristine white. As the camera continues to pan, wisps of wispy clouds tinged pink and the blurring outlines of distant mountains slowly pass by, creating an atmosphere of tranquility, grandeur, and technological poetry.",
+ "token_credit_reward": 3.71875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A shot from a medium angle, slightly looking upward\n- Capturing a sleek, futuristic white drone\n- Executing a smooth 360-degree orbit\n- Against a warm golden sky of dusk\n- Drone gracefully executing a slow, precise autorotation (like aerial ballet)\n- Setting sun's glow gently caressing the drone's exterior\n- Creating soft highlights\n- Four carbon fiber propellers spinning at high speed, becoming barely visible, translucent shadows\n- Rhythmic flashing of bright blue and red LEDs\n- Wisps of wispy clouds tinged pink\n- Blurring outlines of distant mountains slowly passing by\n- Atmosphere of tranquility, grandeur, and technological poetry\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and pronounced color banding that obscure details. The imagery is dominated by streaks of light and smeared edges, with little discernible structure or texture. The result is a consistently low-fidelity presentation where the drone and scene elements are barely recognizable, making it impossible to extract meaningful visual information about the object or environment.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The footage does not clearly depict a white drone, a 360-degree orbit, a warm dusk sky, or any of the described atmospheric elements. The content appears as abstract light patterns rather than a coherent aerial scene, so the core narrative and visual cues from the prompt are not represented.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks plausible physical behavior. The motion and lighting do not follow realistic dynamics; there is no convincing indication of propulsion, shading, or environmental interaction consistent with a drone in flight. The result is a highly inconsistent depiction that does not support believable physical realism.\n\nOverall assessment:\nAll three dimensions are severely compromised, yielding a video that fails to convey the intended concept or physical plausibility.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.59375,
+ "TA": 1.015625,
+ "MQ": 1.1171875,
+ "Overall": 3.71875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A shot from a medium angle, slightly looking upward\n- Capturing a sleek, futuristic white drone\n- Executing a smooth 360-degree orbit\n- Against a warm golden sky of dusk\n- Drone gracefully executing a slow, precise autorotation (like aerial ballet)\n- Setting sun's glow gently caressing the drone's exterior\n- Creating soft highlights\n- Four carbon fiber propellers spinning at high speed, becoming barely visible, translucent shadows\n- Rhythmic flashing of bright blue and red LEDs\n- Wisps of wispy clouds tinged pink\n- Blurring outlines of distant mountains slowly passing by\n- Atmosphere of tranquility, grandeur, and technological poetry\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and pronounced color banding that obscure details. The imagery is dominated by streaks of light and smeared edges, with little discernible structure or texture. The result is a consistently low-fidelity presentation where the drone and scene elements are barely recognizable, making it impossible to extract meaningful visual information about the object or environment.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The footage does not clearly depict a white drone, a 360-degree orbit, a warm dusk sky, or any of the described atmospheric elements. The content appears as abstract light patterns rather than a coherent aerial scene, so the core narrative and visual cues from the prompt are not represented.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks plausible physical behavior. The motion and lighting do not follow realistic dynamics; there is no convincing indication of propulsion, shading, or environmental interaction consistent with a drone in flight. The result is a highly inconsistent depiction that does not support believable physical realism.\n\nOverall assessment:\nAll three dimensions are severely compromised, yielding a video that fails to convey the intended concept or physical plausibility.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "shot shot from a medium angle, slightly looking upward, perfectly captures a sleek, futuristic white drone in an incredibly smooth 360-degree orbit. Against the warm golden sky of dusk, the drone gracefully executes a slow, precise autorotation, like a solo aerial ballet. The setting sun's glow gently caresses its sleek, glossy white exterior, creating soft highlights, while its four carbon fiber propellers spin at high speed, becoming barely visible, translucent shadows. The rhythmic flashing of bright blue and red LEDs adds a touch of technology to the pristine white. As the camera continues to pan, wisps of wispy clouds tinged pink and the blurring outlines of distant mountains slowly pass by, creating an atmosphere of tranquility, grandeur, and technological poetry.",
+ "seed": 27264,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_1/index_3673_seed_27264_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.3203125,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0703125,
+ "video_score2_overall": 3.40625,
+ "avg": 3.3984375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "shot shot from a medium angle, slightly looking upward, perfectly captures a sleek, futuristic white drone in an incredibly smooth 360-degree orbit. Against the warm golden sky of dusk, the drone gracefully executes a slow, precise autorotation, like a solo aerial ballet. The setting sun's glow gently caresses its sleek, glossy white exterior, creating soft highlights, while its four carbon fiber propellers spin at high speed, becoming barely visible, translucent shadows. The rhythmic flashing of bright blue and red LEDs adds a touch of technology to the pristine white. As the camera continues to pan, wisps of wispy clouds tinged pink and the blurring outlines of distant mountains slowly pass by, creating an atmosphere of tranquility, grandeur, and technological poetry.",
+ "token_credit_reward": 3.40625,
+ "selected_reward": 3.40625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A shot from a medium angle, slightly looking upward\n- Capturing a sleek, futuristic white drone\n- Executing a smooth 360-degree orbit\n- Against a warm golden sky of dusk\n- Drone gracefully executing a slow, precise autorotation (like aerial ballet)\n- Setting sun's glow gently caressing the drone's exterior\n- Creating soft highlights\n- Four carbon fiber propellers spinning at high speed, becoming barely visible, translucent shadows\n- Rhythmic flashing of bright blue and red LEDs\n- Wisps of wispy clouds tinged pink\n- Blurring outlines of distant mountains slowly passing by\n- Atmosphere of tranquility, grandeur, and technological poetry\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pronounced color distortions that obscure details. The imagery is dominated by abstract patterns and chromatic aberrations, with little recognizable content or structure. Transitions between frames are abrupt, contributing to a chaotic viewing experience. In short, the video fails to convey clear, coherent visuals.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not depict a white drone, a dusk sky, or any of the described atmospheric elements. Instead, they present fragmented, distorted imagery that bears no meaningful relation to the prompt, resulting in a complete mismatch between description and visuals.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks any plausible physical progression or coherent scene logic. The abstract, glitched visuals do not reflect real-world physics or common-sense expectations, making it impossible to infer a consistent scenario or narrative flow.\n\nOverall assessment:\nAll three dimensions are severely compromised, indicating a fundamentally broken generation process.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.3203125,
+ "TA": 1.0078125,
+ "MQ": 1.0703125,
+ "Overall": 3.40625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A shot from a medium angle, slightly looking upward\n- Capturing a sleek, futuristic white drone\n- Executing a smooth 360-degree orbit\n- Against a warm golden sky of dusk\n- Drone gracefully executing a slow, precise autorotation (like aerial ballet)\n- Setting sun's glow gently caressing the drone's exterior\n- Creating soft highlights\n- Four carbon fiber propellers spinning at high speed, becoming barely visible, translucent shadows\n- Rhythmic flashing of bright blue and red LEDs\n- Wisps of wispy clouds tinged pink\n- Blurring outlines of distant mountains slowly passing by\n- Atmosphere of tranquility, grandeur, and technological poetry\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pronounced color distortions that obscure details. The imagery is dominated by abstract patterns and chromatic aberrations, with little recognizable content or structure. Transitions between frames are abrupt, contributing to a chaotic viewing experience. In short, the video fails to convey clear, coherent visuals.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not depict a white drone, a dusk sky, or any of the described atmospheric elements. Instead, they present fragmented, distorted imagery that bears no meaningful relation to the prompt, resulting in a complete mismatch between description and visuals.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks any plausible physical progression or coherent scene logic. The abstract, glitched visuals do not reflect real-world physics or common-sense expectations, making it impossible to infer a consistent scenario or narrative flow.\n\nOverall assessment:\nAll three dimensions are severely compromised, indicating a fundamentally broken generation process.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_10/index_tensor([5915, 5915])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_10/index_tensor([5915, 5915])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6cf5d2f69d007a9055b3a9cc6bfece45d895e629
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_10/index_tensor([5915, 5915])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "handheld medium-long shot, positioned low to the water's surface, gently trembling with the rhythmic movement of the waves, captures the stark contrast and quiet departure of a scene. The camera follows a lone figure in a small, weathered wooden rowboat, their back to the viewer, as they rhythmically stroke two long oars. Draped in a dark, heavy fabric that obscures their form, their posture focused and cautious as they push the boat away from a brightly burning bonfire on the wooden dock. The bonfire burns with an intense, crackling energy, casting a vibrant, shimmering orange and gold glow that dances across the dark, weathered planks of the dock and sends spirals of sparks into the deep, starless night sky. This warm, dramatic light captures the ripples created by the oars, transforming them into fleeting, glowing circles on the inky water. As the boat steadily moves toward the darkness, the figure and boat become more sharply defined by the receding glow of the flames, creating a tranquil denouement and a profound atmosphere of mystery.",
+ "seed": 10922,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_10/index_5915_seed_10922_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": 1.234375,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0546875,
+ "video_score2_overall": 3.3125,
+ "avg": 3.296875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "handheld medium-long shot, positioned low to the water's surface, gently trembling with the rhythmic movement of the waves, captures the stark contrast and quiet departure of a scene. The camera follows a lone figure in a small, weathered wooden rowboat, their back to the viewer, as they rhythmically stroke two long oars. Draped in a dark, heavy fabric that obscures their form, their posture focused and cautious as they push the boat away from a brightly burning bonfire on the wooden dock. The bonfire burns with an intense, crackling energy, casting a vibrant, shimmering orange and gold glow that dances across the dark, weathered planks of the dock and sends spirals of sparks into the deep, starless night sky. This warm, dramatic light captures the ripples created by the oars, transforming them into fleeting, glowing circles on the inky water. As the boat steadily moves toward the darkness, the figure and boat become more sharply defined by the receding glow of the flames, creating a tranquil denouement and a profound atmosphere of mystery.",
+ "token_credit_reward": 3.3125,
+ "selected_reward": 3.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A handheld medium-long shot\n- Positioned low to the water's surface\n- Gently trembling with rhythmic wave movement\n- Capturing stark contrast and quiet departure\n- A lone figure in a small, weathered wooden rowboat\n- Figure's back to viewer\n- Rhythmic stroking of two long oars\n- Dark, heavy fabric obscuring form\n- Posture focused and cautious\n- Pushing boat away from a brightly burning bonfire\n- Wooden dock with intense, crackling bonfire\n- Vibrant orange and gold glow dancing across dark planks\n- Spirals of sparks into starless night sky\n- Tranquil denouement and mysterious atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and pronounced noise, making it impossible to discern details or identify objects. The imagery is dominated by indistinct shapes and color streaks, with inconsistent lighting and frequent distortions that obscure any meaningful content. Given these conditions, the video fails to convey clear visuals or coherent structure, resulting in a very poor visual quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the actual video content. The frames do not reveal a rowboat, a bonfire, a dock, or the described atmospheric elements; instead, the scene remains abstract and unrecognizable. The core narrative components requested by the prompt are not present, indicating a complete misalignment (score 1).\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so degraded, assessing physical plausibility or common-sense coherence is not feasible. There are no identifiable objects or actions to evaluate for consistency, and the scene cannot be interpreted in a physically plausible way. The result reflects a fundamental breakdown in visual representation (score 1).\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A handheld medium-long shot\n- Positioned low to the water's surface\n- Gently trembling with rhythmic wave movement\n- Capturing stark contrast and quiet departure\n- A lone figure in a small, weathered wooden rowboat\n- Figure's back to viewer\n- Rhythmic stroking of two long oars\n- Dark, heavy fabric obscuring form\n- Posture focused and cautious\n- Pushing boat away from a brightly burning bonfire\n- Wooden dock with intense, crackling bonfire\n- Vibrant orange and gold glow dancing across dark planks\n- Spirals of sparks into starless night sky\n- Tranquil denouement and mysterious atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and pronounced noise, making it impossible to discern details or identify objects. The imagery is dominated by indistinct shapes and color streaks, with inconsistent lighting and frequent distortions that obscure any meaningful content. Given these conditions, the video fails to convey clear visuals or coherent structure, resulting in a very poor visual quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the actual video content. The frames do not reveal a rowboat, a bonfire, a dock, or the described atmospheric elements; instead, the scene remains abstract and unrecognizable. The core narrative components requested by the prompt are not present, indicating a complete misalignment (score 1).\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so degraded, assessing physical plausibility or common-sense coherence is not feasible. There are no identifiable objects or actions to evaluate for consistency, and the scene cannot be interpreted in a physically plausible way. The result reflects a fundamental breakdown in visual representation (score 1).\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ {
+ "prompt": "handheld medium-long shot, positioned low to the water's surface, gently trembling with the rhythmic movement of the waves, captures the stark contrast and quiet departure of a scene. The camera follows a lone figure in a small, weathered wooden rowboat, their back to the viewer, as they rhythmically stroke two long oars. Draped in a dark, heavy fabric that obscures their form, their posture focused and cautious as they push the boat away from a brightly burning bonfire on the wooden dock. The bonfire burns with an intense, crackling energy, casting a vibrant, shimmering orange and gold glow that dances across the dark, weathered planks of the dock and sends spirals of sparks into the deep, starless night sky. This warm, dramatic light captures the ripples created by the oars, transforming them into fleeting, glowing circles on the inky water. As the boat steadily moves toward the darkness, the figure and boat become more sharply defined by the receding glow of the flames, creating a tranquil denouement and a profound atmosphere of mystery.",
+ "seed": 10923,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_10/index_5915_seed_10923_dp_20_rank_40_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 1.5390625,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.09375,
+ "video_score2_overall": 3.640625,
+ "avg": 3.640625,
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+ "question": "handheld medium-long shot, positioned low to the water's surface, gently trembling with the rhythmic movement of the waves, captures the stark contrast and quiet departure of a scene. The camera follows a lone figure in a small, weathered wooden rowboat, their back to the viewer, as they rhythmically stroke two long oars. Draped in a dark, heavy fabric that obscures their form, their posture focused and cautious as they push the boat away from a brightly burning bonfire on the wooden dock. The bonfire burns with an intense, crackling energy, casting a vibrant, shimmering orange and gold glow that dances across the dark, weathered planks of the dock and sends spirals of sparks into the deep, starless night sky. This warm, dramatic light captures the ripples created by the oars, transforming them into fleeting, glowing circles on the inky water. As the boat steadily moves toward the darkness, the figure and boat become more sharply defined by the receding glow of the flames, creating a tranquil denouement and a profound atmosphere of mystery.",
+ "token_credit_reward": 3.640625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A handheld medium-long shot\n- Positioned low to the water's surface\n- Gently trembling with rhythmic wave movement\n- Captures stark contrast and quiet departure\n- Shows a lone figure in a small, weathered wooden rowboat\n- Figure's back to viewer\n- Rhythmic stroking of two long oars\n- Dark, heavy fabric obscuring form\n- Posture focused and cautious\n- Pushing boat away from a brightly burning bonfire\n- Wooden dock with intense, crackling bonfire\n- Vibrant orange and gold glow dancing across dark planks\n- Spirals of sparks into starless night sky\n- Warm, dramatic light capturing ripples from oars\n- Boat moving steadily toward darkness\n- Figure and boat becoming sharper by receding glow\n- Tranquil denouement and mysterious atmosphere\n\nNow let me examine the frames:\n\nLooking at the frames, I can see:\n- The images appear to be extremely dark with very low visibility\n- There seems to be some kind of metallic or reflective surface with horizontal lines or patterns\n- The lighting appears to have some orange/yellow tones but it's very unclear\n- The overall image quality is quite poor with significant darkness and lack of clarity\n- There appears to be some kind of grid-like pattern in the background\n- The frames show very little variation between them, suggesting minimal movement\n\nVisual Quality Analysis:\nThe visual quality is severely degraded. The frames are almost entirely dark, with only faint color hints and no discernible subject or scene structure. The resolution is low, details are indistinct, and there is little to no motion information to extract. Overall, the video presents a near unusable visual experience.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not reveal any of the described elements (a rowboat, a person, a bonfire, water, waves, or the intended mood). The content is completely inconsistent with the narrative and cinematic cues in the prompt.\n\nPhysical/Common-sense Consistency:\nGiven the lack of visible content, there is no basis to assess physical realism or common-sense coherence. The frames do not provide enough information to evaluate plausible interactions or dynamics; the assessment must reflect a complete failure to convey meaningful physical behavior.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.5390625,
+ "TA": 1.0078125,
+ "MQ": 1.09375,
+ "Overall": 3.640625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A handheld medium-long shot\n- Positioned low to the water's surface\n- Gently trembling with rhythmic wave movement\n- Captures stark contrast and quiet departure\n- Shows a lone figure in a small, weathered wooden rowboat\n- Figure's back to viewer\n- Rhythmic stroking of two long oars\n- Dark, heavy fabric obscuring form\n- Posture focused and cautious\n- Pushing boat away from a brightly burning bonfire\n- Wooden dock with intense, crackling bonfire\n- Vibrant orange and gold glow dancing across dark planks\n- Spirals of sparks into starless night sky\n- Warm, dramatic light capturing ripples from oars\n- Boat moving steadily toward darkness\n- Figure and boat becoming sharper by receding glow\n- Tranquil denouement and mysterious atmosphere\n\nNow let me examine the frames:\n\nLooking at the frames, I can see:\n- The images appear to be extremely dark with very low visibility\n- There seems to be some kind of metallic or reflective surface with horizontal lines or patterns\n- The lighting appears to have some orange/yellow tones but it's very unclear\n- The overall image quality is quite poor with significant darkness and lack of clarity\n- There appears to be some kind of grid-like pattern in the background\n- The frames show very little variation between them, suggesting minimal movement\n\nVisual Quality Analysis:\nThe visual quality is severely degraded. The frames are almost entirely dark, with only faint color hints and no discernible subject or scene structure. The resolution is low, details are indistinct, and there is little to no motion information to extract. Overall, the video presents a near unusable visual experience.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not reveal any of the described elements (a rowboat, a person, a bonfire, water, waves, or the intended mood). The content is completely inconsistent with the narrative and cinematic cues in the prompt.\n\nPhysical/Common-sense Consistency:\nGiven the lack of visible content, there is no basis to assess physical realism or common-sense coherence. The frames do not provide enough information to evaluate plausible interactions or dynamics; the assessment must reflect a complete failure to convey meaningful physical behavior.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "handheld medium-long shot, positioned low to the water's surface, gently trembling with the rhythmic movement of the waves, captures the stark contrast and quiet departure of a scene. The camera follows a lone figure in a small, weathered wooden rowboat, their back to the viewer, as they rhythmically stroke two long oars. Draped in a dark, heavy fabric that obscures their form, their posture focused and cautious as they push the boat away from a brightly burning bonfire on the wooden dock. The bonfire burns with an intense, crackling energy, casting a vibrant, shimmering orange and gold glow that dances across the dark, weathered planks of the dock and sends spirals of sparks into the deep, starless night sky. This warm, dramatic light captures the ripples created by the oars, transforming them into fleeting, glowing circles on the inky water. As the boat steadily moves toward the darkness, the figure and boat become more sharply defined by the receding glow of the flames, creating a tranquil denouement and a profound atmosphere of mystery.",
+ "seed": 10924,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_10/index_5915_seed_10924_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": 1.15625,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.03125,
+ "video_score2_overall": 3.1875,
+ "avg": 3.1953125,
+ "reward_records": [
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+ "question": "handheld medium-long shot, positioned low to the water's surface, gently trembling with the rhythmic movement of the waves, captures the stark contrast and quiet departure of a scene. The camera follows a lone figure in a small, weathered wooden rowboat, their back to the viewer, as they rhythmically stroke two long oars. Draped in a dark, heavy fabric that obscures their form, their posture focused and cautious as they push the boat away from a brightly burning bonfire on the wooden dock. The bonfire burns with an intense, crackling energy, casting a vibrant, shimmering orange and gold glow that dances across the dark, weathered planks of the dock and sends spirals of sparks into the deep, starless night sky. This warm, dramatic light captures the ripples created by the oars, transforming them into fleeting, glowing circles on the inky water. As the boat steadily moves toward the darkness, the figure and boat become more sharply defined by the receding glow of the flames, creating a tranquil denouement and a profound atmosphere of mystery.",
+ "token_credit_reward": 3.1875,
+ "selected_reward": 3.1875,
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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\nFirst, let me understand what the text prompt is asking for:\n- A handheld medium-long shot\n- Positioned low to the water's surface\n- Gently trembling with rhythmic wave movement\n- Captures stark contrast and quiet departure\n- Shows a lone figure in a small, weathered wooden rowboat\n- Figure positioned with back to viewer\n- Rhythmically strokes two long oars\n- Draped in dark, heavy fabric obscuring form\n- Posture focused and cautious\n- Pushes boat away from brightly burning bonfire\n- Bonfire on wooden dock\n- Intense, crackling energy with orange and gold glow\n- Vibrant shimmering glow dancing across dark planks\n- Spirals of sparks into starless night sky\n- Warm dramatic light capturing oar ripples\n- Oars turning into glowing circles on inky water\n- Boat steadily moving toward darkness\n- Figure and boat becoming sharper by receding glow\n- Tranquil denouement and mysterious atmosphere\n\nNow let me examine the frames:\n\nLooking at the frames, I can see:\n- There appears to be some kind of striped or banded pattern in the background\n- The image quality seems quite poor with significant visual distortions\n- There's a very dark silhouette that could potentially be interpreted as a human figure\n- The overall image has a very abstract, distorted appearance\n- The colors appear to be predominantly purple/violet tones with some blue elements\n- The image lacks clarity and definition\n- There's no clear indication of a boat, water, bonfire, or any of the specific elements described in the prompt\n\nVisual Quality Analysis:\nThe video exhibits extremely poor visual quality. The frames are severely degraded with pervasive artifacts, heavy compression, and pronounced color banding. Details are indistinguishable, and the imagery reads as abstract noise rather than a coherent scene. Overall, the visual quality is at the lowest end of the scale (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the actual video content. The requested elements—boat, rower, bonfire, water, dock, and the described lighting—are not present. The visible content does not reflect the narrative or setting, resulting in a complete mismatch (score 1).\n\nPhysical/Common-sense Consistency:\nGiven the absence of recognizable objects and actions, there is no basis to assess physical realism or common-sense coherence. The content cannot be interpreted in terms of plausible physics or everyday reasoning, indicating a fundamental breakdown in generation (score 1).\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.15625,
+ "TA": 1.0078125,
+ "MQ": 1.03125,
+ "Overall": 3.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A handheld medium-long shot\n- Positioned low to the water's surface\n- Gently trembling with rhythmic wave movement\n- Captures stark contrast and quiet departure\n- Shows a lone figure in a small, weathered wooden rowboat\n- Figure positioned with back to viewer\n- Rhythmically strokes two long oars\n- Draped in dark, heavy fabric obscuring form\n- Posture focused and cautious\n- Pushes boat away from brightly burning bonfire\n- Bonfire on wooden dock\n- Intense, crackling energy with orange and gold glow\n- Vibrant shimmering glow dancing across dark planks\n- Spirals of sparks into starless night sky\n- Warm dramatic light capturing oar ripples\n- Oars turning into glowing circles on inky water\n- Boat steadily moving toward darkness\n- Figure and boat becoming sharper by receding glow\n- Tranquil denouement and mysterious atmosphere\n\nNow let me examine the frames:\n\nLooking at the frames, I can see:\n- There appears to be some kind of striped or banded pattern in the background\n- The image quality seems quite poor with significant visual distortions\n- There's a very dark silhouette that could potentially be interpreted as a human figure\n- The overall image has a very abstract, distorted appearance\n- The colors appear to be predominantly purple/violet tones with some blue elements\n- The image lacks clarity and definition\n- There's no clear indication of a boat, water, bonfire, or any of the specific elements described in the prompt\n\nVisual Quality Analysis:\nThe video exhibits extremely poor visual quality. The frames are severely degraded with pervasive artifacts, heavy compression, and pronounced color banding. Details are indistinguishable, and the imagery reads as abstract noise rather than a coherent scene. Overall, the visual quality is at the lowest end of the scale (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the actual video content. The requested elements—boat, rower, bonfire, water, dock, and the described lighting—are not present. The visible content does not reflect the narrative or setting, resulting in a complete mismatch (score 1).\n\nPhysical/Common-sense Consistency:\nGiven the absence of recognizable objects and actions, there is no basis to assess physical realism or common-sense coherence. The content cannot be interpreted in terms of plausible physics or everyday reasoning, indicating a fundamental breakdown in generation (score 1).\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "handheld medium-long shot, positioned low to the water's surface, gently trembling with the rhythmic movement of the waves, captures the stark contrast and quiet departure of a scene. The camera follows a lone figure in a small, weathered wooden rowboat, their back to the viewer, as they rhythmically stroke two long oars. Draped in a dark, heavy fabric that obscures their form, their posture focused and cautious as they push the boat away from a brightly burning bonfire on the wooden dock. The bonfire burns with an intense, crackling energy, casting a vibrant, shimmering orange and gold glow that dances across the dark, weathered planks of the dock and sends spirals of sparks into the deep, starless night sky. This warm, dramatic light captures the ripples created by the oars, transforming them into fleeting, glowing circles on the inky water. As the boat steadily moves toward the darkness, the figure and boat become more sharply defined by the receding glow of the flames, creating a tranquil denouement and a profound atmosphere of mystery.",
+ "seed": 10925,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_10/index_5915_seed_10925_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 10,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A handheld medium-long shot\n- Positioned low to the water's surface\n- Gently trembling with rhythmic wave movement\n- Capturing stark contrast and quiet departure\n- A lone figure in a small, weathered wooden rowboat\n- Figure's back to viewer\n- Rhythmic stroking of two long oars\n- Dark, heavy fabric obscuring form\n- Posture focused and cautious\n- Pushing boat away from a brightly burning bonfire\n- Wooden dock with intense, crackling bonfire\n- Vibrant orange and gold glow dancing across dark planks\n- Spirals of sparks into starless night sky\n- Tranquil denouement and mysterious atmosphere\n\nNow let me examine the frames:\n\nLooking at the frames, I can see:\n- The images appear to be extremely distorted, blurry, and unclear\n- There are some horizontal lines or stripes visible\n- The overall image quality is very poor with significant visual artifacts\n- The images appear to have severe compression artifacts or digital distortions\n- It's difficult to make out any specific objects or scenes\n- The visual content seems fragmented and unclear\n\nVisual Quality Analysis:\nThe visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and color distortions that render the content largely unrecognizable. Details are indistinguishable, and the overall presentation is dominated by noise and color bleeding rather than coherent imagery. This results in a very low level of visual clarity (score 1).\n\nText-to-Video Alignment Analysis:\nGiven the extent of degradation, there is no reliable correspondence between the prompt and the actual frames. The requested elements (a rowboat, a bonfire, a dock, a figure, and a nighttime setting) cannot be identified, and the alignment to the prompt is effectively non-existent (score 1).\n\nPhysical/Common-sense Consistency:\nWith the content being so degraded, there is no basis to assess physical realism or common-sense coherence. No plausible physical interactions or scene dynamics can be inferred, and the evaluation must reflect a complete lack of meaningful consistency (score 1).\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.234375,
+ "TA": 1.0078125,
+ "MQ": 1.03125,
+ "Overall": 3.28125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A handheld medium-long shot\n- Positioned low to the water's surface\n- Gently trembling with rhythmic wave movement\n- Capturing stark contrast and quiet departure\n- A lone figure in a small, weathered wooden rowboat\n- Figure's back to viewer\n- Rhythmic stroking of two long oars\n- Dark, heavy fabric obscuring form\n- Posture focused and cautious\n- Pushing boat away from a brightly burning bonfire\n- Wooden dock with intense, crackling bonfire\n- Vibrant orange and gold glow dancing across dark planks\n- Spirals of sparks into starless night sky\n- Tranquil denouement and mysterious atmosphere\n\nNow let me examine the frames:\n\nLooking at the frames, I can see:\n- The images appear to be extremely distorted, blurry, and unclear\n- There are some horizontal lines or stripes visible\n- The overall image quality is very poor with significant visual artifacts\n- The images appear to have severe compression artifacts or digital distortions\n- It's difficult to make out any specific objects or scenes\n- The visual content seems fragmented and unclear\n\nVisual Quality Analysis:\nThe visual quality is severely degraded. The frames exhibit extreme blur, heavy compression artifacts, and color distortions that render the content largely unrecognizable. Details are indistinguishable, and the overall presentation is dominated by noise and color bleeding rather than coherent imagery. This results in a very low level of visual clarity (score 1).\n\nText-to-Video Alignment Analysis:\nGiven the extent of degradation, there is no reliable correspondence between the prompt and the actual frames. The requested elements (a rowboat, a bonfire, a dock, a figure, and a nighttime setting) cannot be identified, and the alignment to the prompt is effectively non-existent (score 1).\n\nPhysical/Common-sense Consistency:\nWith the content being so degraded, there is no basis to assess physical realism or common-sense coherence. No plausible physical interactions or scene dynamics can be inferred, and the evaluation must reflect a complete lack of meaningful consistency (score 1).\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_11/index_tensor([8174, 8174])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_11/index_tensor([8174, 8174])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..31dd227ebc8476dfb7000fcf85bc4cf7eb553508
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_11/index_tensor([8174, 8174])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "high-angle close-up initiates the scene, the camera tilting steadily downward to dynamically follow the action. A bright yellow foam ball with a porous, matte texture is lowered into the frame. It descends steadily toward the thick, plush, beige high-pile carpet that dominates the lower portion of the field of view. As the ball makes contact, the carpet fibers visibly compress, gently yet profoundly cushioning the impact. The ball deforms slightly upon landing, then rebounds in a gentle, slow arc, having lost almost all momentum. It lands a second time with an almost imperceptible bounce, rolling for a moment before settling completely to its final rest, nestled in the rich, soft fibers. The entire scene is bathed in the warm, realistic light of an off-screen lamp. The motionless ball casts long, soft shadows, creating an atmosphere of comfort, tranquility, and concentration. The out-of-focus legs of the dark wooden coffee table are subtly visible in the background, grounding the scene.",
+ "seed": 28399,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_11/index_8174_seed_28399_dp_22_rank_44_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.171875,
+ "video_score2_ta": 1.0234375,
+ "video_score2_mq": 1.0703125,
+ "video_score2_overall": 3.25,
+ "avg": 3.265625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "high-angle close-up initiates the scene, the camera tilting steadily downward to dynamically follow the action. A bright yellow foam ball with a porous, matte texture is lowered into the frame. It descends steadily toward the thick, plush, beige high-pile carpet that dominates the lower portion of the field of view. As the ball makes contact, the carpet fibers visibly compress, gently yet profoundly cushioning the impact. The ball deforms slightly upon landing, then rebounds in a gentle, slow arc, having lost almost all momentum. It lands a second time with an almost imperceptible bounce, rolling for a moment before settling completely to its final rest, nestled in the rich, soft fibers. The entire scene is bathed in the warm, realistic light of an off-screen lamp. The motionless ball casts long, soft shadows, creating an atmosphere of comfort, tranquility, and concentration. The out-of-focus legs of the dark wooden coffee table are subtly visible in the background, grounding the scene.",
+ "token_credit_reward": 3.25,
+ "selected_reward": 3.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-angle close-up initiating the scene, followed by a steady downward tilt as a bright yellow foam ball with a matte, porous texture descends toward a thick beige high-pile carpet. The ball makes contact, causing the carpet to compress, then the ball deforms slightly upon landing and gradually loses momentum, rolling briefly before settling into the carpet. The scene should be lit by warm, off-screen lamp light, with long, soft shadows and a sense of comfort and tranquility. In the background, out-of-focus legs of a dark wooden coffee table are subtly visible to ground the scene.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits extreme blur, heavy compression artifacts, and pronounced color distortions that obscure details. Frame 1 shows a vague yellow shape but lacks definable features; Frame 2 introduces striped patterns that further obscure the subject; Frame 3 remains blurry with persistent artifacts. The result is a consistently low-clarity presentation with unstable focus and inconsistent lighting, making it impossible to discern the intended objects or actions. This aligns with a very poor Visual Quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and what is visible. The frames do not clearly reveal the described high-angle close-up, the steady downward tilt, the bright yellow foam ball, the matte texture, the carpet, or the sequence of contact, deformation, and settling. The lighting and shadows are not convincingly represented, and the background elements are not identifiable. Overall, the video fails to reflect the prompt in any meaningful way, corresponding to a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nGiven the severe visual degradation, there is no reliable basis to assess physical realism or common-sense behavior. The frames do not provide enough information to confirm plausible interactions, timing, or material properties, so the Physical/Common-sense Consistency score is 1.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "MQ": 1.0703125,
+ "Overall": 3.25
+ }
+ }
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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 high-angle close-up initiating the scene, followed by a steady downward tilt as a bright yellow foam ball with a matte, porous texture descends toward a thick beige high-pile carpet. The ball makes contact, causing the carpet to compress, then the ball deforms slightly upon landing and gradually loses momentum, rolling briefly before settling into the carpet. The scene should be lit by warm, off-screen lamp light, with long, soft shadows and a sense of comfort and tranquility. In the background, out-of-focus legs of a dark wooden coffee table are subtly visible to ground the scene.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits extreme blur, heavy compression artifacts, and pronounced color distortions that obscure details. Frame 1 shows a vague yellow shape but lacks definable features; Frame 2 introduces striped patterns that further obscure the subject; Frame 3 remains blurry with persistent artifacts. The result is a consistently low-clarity presentation with unstable focus and inconsistent lighting, making it impossible to discern the intended objects or actions. This aligns with a very poor Visual Quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and what is visible. The frames do not clearly reveal the described high-angle close-up, the steady downward tilt, the bright yellow foam ball, the matte texture, the carpet, or the sequence of contact, deformation, and settling. The lighting and shadows are not convincingly represented, and the background elements are not identifiable. Overall, the video fails to reflect the prompt in any meaningful way, corresponding to a Text-to-Video Alignment score of 1.\n\nPhysical/Common-sense Consistency:\nGiven the severe visual degradation, there is no reliable basis to assess physical realism or common-sense behavior. The frames do not provide enough information to confirm plausible interactions, timing, or material properties, so the Physical/Common-sense Consistency score is 1.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 28400,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_11/index_8174_seed_28400_dp_22_rank_44_sample_1_slot_1.mp4",
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+ "video_score2_ta": 1.03125,
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+ "video_score2_overall": 3.25,
+ "avg": 3.2578125,
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+ "question": "high-angle close-up initiates the scene, the camera tilting steadily downward to dynamically follow the action. A bright yellow foam ball with a porous, matte texture is lowered into the frame. It descends steadily toward the thick, plush, beige high-pile carpet that dominates the lower portion of the field of view. As the ball makes contact, the carpet fibers visibly compress, gently yet profoundly cushioning the impact. The ball deforms slightly upon landing, then rebounds in a gentle, slow arc, having lost almost all momentum. It lands a second time with an almost imperceptible bounce, rolling for a moment before settling completely to its final rest, nestled in the rich, soft fibers. The entire scene is bathed in the warm, realistic light of an off-screen lamp. The motionless ball casts long, soft shadows, creating an atmosphere of comfort, tranquility, and concentration. The out-of-focus legs of the dark wooden coffee table are subtly visible in the background, grounding the scene.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-angle close-up initiating the scene, followed by a steady downward camera tilt as a bright yellow foam ball with a porous matte texture descends toward a thick beige high-pile carpet. The ball makes contact, causing the carpet to compress, then the ball deforms slightly upon landing and gradually loses momentum, rolling briefly before settling into the carpet. The scene is lit by warm, realistic light from an off-screen lamp, with long, soft shadows and a sense of comfort and tranquility. In the background, out-of-focus legs of a dark wooden coffee table are subtly visible.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The imagery is consistently low in resolution with pronounced pixelation and heavy compression artifacts. There is pervasive blur and color banding, and the frames exhibit noticeable instability and distortion. Fine details are unrecoverable, and the sequence lacks crispness and coherence, making it difficult to discern objects or actions clearly. Overall, the video presents a markedly poor visual experience.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. The frames do not convincingly realize the described sequence: there is no clear high-angle close-up, no evident downward camera tilt, and no visible foam ball interacting with a carpet. The lighting does not resemble warm lamp illumination, and the background elements (e.g., coffee table legs) are not discernible due to the degradation. The core narrative and visual cues from the prompt are not captured, resulting in essentially no meaningful alignment between text and video.\n\nPhysical/Common-sense Consistency:\nGiven the severe visual degradation, assessing physical realism or common-sense consistency is not feasible. The frames lack reliable cues about object interactions, timing, or spatial relationships, so any evaluation of plausible physics or everyday reasoning would be guesswork. The overall assessment indicates a failure to convey coherent physical behavior or sensible scene dynamics.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.125,
+ "TA": 1.03125,
+ "MQ": 1.1015625,
+ "Overall": 3.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-angle close-up initiating the scene, followed by a steady downward camera tilt as a bright yellow foam ball with a porous matte texture descends toward a thick beige high-pile carpet. The ball makes contact, causing the carpet to compress, then the ball deforms slightly upon landing and gradually loses momentum, rolling briefly before settling into the carpet. The scene is lit by warm, realistic light from an off-screen lamp, with long, soft shadows and a sense of comfort and tranquility. In the background, out-of-focus legs of a dark wooden coffee table are subtly visible.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The imagery is consistently low in resolution with pronounced pixelation and heavy compression artifacts. There is pervasive blur and color banding, and the frames exhibit noticeable instability and distortion. Fine details are unrecoverable, and the sequence lacks crispness and coherence, making it difficult to discern objects or actions clearly. Overall, the video presents a markedly poor visual experience.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. The frames do not convincingly realize the described sequence: there is no clear high-angle close-up, no evident downward camera tilt, and no visible foam ball interacting with a carpet. The lighting does not resemble warm lamp illumination, and the background elements (e.g., coffee table legs) are not discernible due to the degradation. The core narrative and visual cues from the prompt are not captured, resulting in essentially no meaningful alignment between text and video.\n\nPhysical/Common-sense Consistency:\nGiven the severe visual degradation, assessing physical realism or common-sense consistency is not feasible. The frames lack reliable cues about object interactions, timing, or spatial relationships, so any evaluation of plausible physics or everyday reasoning would be guesswork. The overall assessment indicates a failure to convey coherent physical behavior or sensible scene dynamics.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a high-angle close-up initiating the scene, followed by a steady downward camera tilt as a bright yellow foam ball with a porous matte texture descends toward a thick beige high-pile carpet. The ball makes contact, causing the carpet to compress, then the ball deforms slightly upon landing and gradually loses momentum, rolling briefly before settling into the carpet. The scene is lit by warm, realistic light from an off-screen lamp, with long, soft shadows and a sense of comfort and tranquility. In the background, out-of-focus legs of a dark wooden coffee table are subtly visible.\n\nVisual Quality Analysis:\nAcross the frames, the overall image quality is severely degraded. The frames exhibit heavy compression artifacts, pronounced noise, and strong color banding. Details are largely indiscernible, and the imagery reads as low-fidelity and unstable. The sequence shows inconsistent lighting and noticeable distortions that undermine clarity, resulting in a very poor viewing experience.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. The frames do not clearly realize the described high-angle close-up or the downward camera motion. The bright yellow foam ball is not clearly identifiable, and the carpet, while present, does not convincingly convey the described texture or depth. The lighting and shadows do not consistently reflect the off-screen lamp scenario, and the overall scene lacks the nuanced dynamics and composition implied by the prompt. Overall alignment is weak.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits notable inconsistencies with basic physics and common-sense expectations. The ball’s trajectory, contact with the carpet, and subsequent behavior do not convincingly follow gravity or material response, and the lighting/shadow cues do not align with a plausible indoor setup. These issues indicate a lack of physical realism and common-sense coherence.\n\nGround-truth scores (for reference): Visual Quality 1; Text-to-Video Alignment 1; Physical/Common-sense Consistency 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ },
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+ "MQ": 1.1328125,
+ "Overall": 3.5
+ }
+ }
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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 high-angle close-up initiating the scene, followed by a steady downward camera tilt as a bright yellow foam ball with a porous matte texture descends toward a thick beige high-pile carpet. The ball makes contact, causing the carpet to compress, then the ball deforms slightly upon landing and gradually loses momentum, rolling briefly before settling into the carpet. The scene is lit by warm, realistic light from an off-screen lamp, with long, soft shadows and a sense of comfort and tranquility. In the background, out-of-focus legs of a dark wooden coffee table are subtly visible.\n\nVisual Quality Analysis:\nAcross the frames, the overall image quality is severely degraded. The frames exhibit heavy compression artifacts, pronounced noise, and strong color banding. Details are largely indiscernible, and the imagery reads as low-fidelity and unstable. The sequence shows inconsistent lighting and noticeable distortions that undermine clarity, resulting in a very poor viewing experience.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. The frames do not clearly realize the described high-angle close-up or the downward camera motion. The bright yellow foam ball is not clearly identifiable, and the carpet, while present, does not convincingly convey the described texture or depth. The lighting and shadows do not consistently reflect the off-screen lamp scenario, and the overall scene lacks the nuanced dynamics and composition implied by the prompt. Overall alignment is weak.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits notable inconsistencies with basic physics and common-sense expectations. The ball’s trajectory, contact with the carpet, and subsequent behavior do not convincingly follow gravity or material response, and the lighting/shadow cues do not align with a plausible indoor setup. These issues indicate a lack of physical realism and common-sense coherence.\n\nGround-truth scores (for reference): Visual Quality 1; Text-to-Video Alignment 1; Physical/Common-sense Consistency 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "high-angle close-up initiates the scene, the camera tilting steadily downward to dynamically follow the action. A bright yellow foam ball with a porous, matte texture is lowered into the frame. It descends steadily toward the thick, plush, beige high-pile carpet that dominates the lower portion of the field of view. As the ball makes contact, the carpet fibers visibly compress, gently yet profoundly cushioning the impact. The ball deforms slightly upon landing, then rebounds in a gentle, slow arc, having lost almost all momentum. It lands a second time with an almost imperceptible bounce, rolling for a moment before settling completely to its final rest, nestled in the rich, soft fibers. The entire scene is bathed in the warm, realistic light of an off-screen lamp. The motionless ball casts long, soft shadows, creating an atmosphere of comfort, tranquility, and concentration. The out-of-focus legs of the dark wooden coffee table are subtly visible in the background, grounding the scene.",
+ "seed": 28402,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_11/index_8174_seed_28402_dp_23_rank_46_sample_3_slot_1.mp4",
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+ "video_score2_vq": 1.1875,
+ "video_score2_ta": 1.03125,
+ "video_score2_mq": 1.09375,
+ "video_score2_overall": 3.3125,
+ "avg": 3.3125,
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+ "question": "high-angle close-up initiates the scene, the camera tilting steadily downward to dynamically follow the action. A bright yellow foam ball with a porous, matte texture is lowered into the frame. It descends steadily toward the thick, plush, beige high-pile carpet that dominates the lower portion of the field of view. As the ball makes contact, the carpet fibers visibly compress, gently yet profoundly cushioning the impact. The ball deforms slightly upon landing, then rebounds in a gentle, slow arc, having lost almost all momentum. It lands a second time with an almost imperceptible bounce, rolling for a moment before settling completely to its final rest, nestled in the rich, soft fibers. The entire scene is bathed in the warm, realistic light of an off-screen lamp. The motionless ball casts long, soft shadows, creating an atmosphere of comfort, tranquility, and concentration. The out-of-focus legs of the dark wooden coffee table are subtly visible in the background, grounding the scene.",
+ "token_credit_reward": 3.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-angle close-up initiating the scene, followed by a steady downward camera tilt as a bright yellow foam ball with a matte, porous texture descends toward a thick beige high-pile carpet. The ball makes contact, causing the carpet to compress, then the ball deforms slightly upon landing and gradually loses momentum, rolling briefly before settling into the carpet. The scene should be lit by warm, off-screen lamp light, with long, soft shadows and a sense of comfort and tranquility, while the out-of-focus legs of a dark wooden coffee table appear in the background.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The resolution is very low with pronounced pixelation and heavy compression artifacts. A strong horizontal line pattern dominates the image, producing a striped interference that obscures details. The image remains consistently blurry, with limited sharpness and poor contrast. These factors collectively render the video largely unreadable and fail to convey clear visual information.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and what is visible. The heavy artifacts prevent recognition of the described elements (the ball, the carpet, the lighting, and the background furniture). The video does not reliably reflect the intended scene or actions, resulting in a near-complete mismatch with the prompt.\n\nPhysical/Common-sense Consistency:\nBecause the visual content is so degraded, it is not possible to assess physical realism or common-sense behavior. There are no discernible cues to support plausible interactions or dynamics, and the scene cannot be interpreted coherently for any physical interpretation.\n\nOverall assessment:\nAll three dimensions are severely compromised due to extreme visual degradation, yielding minimal interpretability and alignment.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.1875,
+ "TA": 1.03125,
+ "MQ": 1.09375,
+ "Overall": 3.3125
+ }
+ }
+ ],
+ "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-angle close-up initiating the scene, followed by a steady downward camera tilt as a bright yellow foam ball with a matte, porous texture descends toward a thick beige high-pile carpet. The ball makes contact, causing the carpet to compress, then the ball deforms slightly upon landing and gradually loses momentum, rolling briefly before settling into the carpet. The scene should be lit by warm, off-screen lamp light, with long, soft shadows and a sense of comfort and tranquility, while the out-of-focus legs of a dark wooden coffee table appear in the background.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The resolution is very low with pronounced pixelation and heavy compression artifacts. A strong horizontal line pattern dominates the image, producing a striped interference that obscures details. The image remains consistently blurry, with limited sharpness and poor contrast. These factors collectively render the video largely unreadable and fail to convey clear visual information.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and what is visible. The heavy artifacts prevent recognition of the described elements (the ball, the carpet, the lighting, and the background furniture). The video does not reliably reflect the intended scene or actions, resulting in a near-complete mismatch with the prompt.\n\nPhysical/Common-sense Consistency:\nBecause the visual content is so degraded, it is not possible to assess physical realism or common-sense behavior. There are no discernible cues to support plausible interactions or dynamics, and the scene cannot be interpreted coherently for any physical interpretation.\n\nOverall assessment:\nAll three dimensions are severely compromised due to extreme visual degradation, yielding minimal interpretability and alignment.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_12/index_tensor([7641, 7641])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_12/index_tensor([7641, 7641])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e241b81bf7779760f41a14f53fe6625e4b62409
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_12/index_tensor([7641, 7641])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 23054,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_12/index_7641_seed_23054_dp_24_rank_48_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_mq": 1.046875,
+ "video_score2_overall": 3.359375,
+ "avg": 3.3671875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Captured with the technical precision and stunning clarity of high-speed nature photography, the medium-side shot preserves a still image of the ancient primate. The creature's dense coat is a tapestry of silvery-gray fur, momentarily perched on a dense, gnarled branch, smeared with moisture and covered in vibrant green moss. Dappled sunlight filters through the dense jungle canopy, casting dynamic highlights across its powerful shoulders and back. Its face is a profound mask, marked by deep leathery wrinkles and weathered skin, and its dark, intelligent eyes seem filled with ancient wisdom. With a single, fluid movement that's both swift and deliberate, the creature pivots its body downward, shifting its center of gravity amidst a shimmer of gray fur. In a moment, its powerful limbs curl and tense, every muscle fiber and tendon visible against the softly blurred jungle backdrop, blending into a beautiful bokeh of lush greens and earthy browns. With the decisive push of its calloused hands and feet, it drops from the branch, its body a study in controlled instinctual power, creating a breathtaking atmosphere of raw, untamed nature, frozen in a perfect, fleeting moment.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- High-speed nature photography with technical precision\n- Medium-side shot preserving a still image of an ancient primate\n- Dense coat of silvery-gray fur\n- Perched on a dense, gnarled branch\n- Smeared with moisture and covered in vibrant green moss\n- Dappled sunlight filtering through dense jungle canopy\n- Dynamic highlights across powerful shoulders and back\n- Face as a profound mask with deep leathery wrinkles and weathered skin\n- Dark, intelligent eyes filled with ancient wisdom\n- Single, fluid movement that's swift and deliberate\n- Creature pivots body downward, shifts center of gravity\n- Powerful limbs curl and tense\n- Muscles and tendons visible against softly blurred jungle backdrop\n- Beautiful bokeh of lush greens and earthy browns\n- Decisive push of calloused hands and feet\n- Dropping from branch, body a study in controlled instinctual power\n- Breathtaking atmosphere of raw, untamed nature\n- Frozen in perfect, fleeting moment\n\nNow let me examine the frames:\n\nLooking at the frames, I can see:\n- There appear to be some striped patterns that look like they could be fur or fabric\n- The images show some blue/teal coloration with horizontal striping\n- There appears to be some motion blur or distortion effects\n- The overall image quality seems quite poor with significant blurriness\n- The frames show what appears to be some kind of striped or lined pattern moving\n- There are some greenish/bluish tones mixed together\n- The images lack clarity and definition\n\nVisual Quality Analysis:\nThe video exhibits extremely poor visual quality. The frames are severely blurred, with heavy compression artifacts and pronounced distortions that obscure details. Color bleeding and inconsistent exposure further degrade readability, making it impossible to discern the intended subject or scene. Overall, the footage is not usable for reliable interpretation.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the actual video content. The requested subject (an ancient primate) and the described environment (dense jungle, dappled light, moss, etc.) are not identifiable in the frames. The imagery is too abstract and degraded to convey the specified narrative or subject matter.\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so degraded, meaningful assessment of physical realism or common-sense coherence is not feasible. Any perceived motion or form is too ambiguous to draw any reliable conclusions about plausible behavior or scene logic.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.3125,
+ "TA": 1.0078125,
+ "MQ": 1.046875,
+ "Overall": 3.359375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- High-speed nature photography with technical precision\n- Medium-side shot preserving a still image of an ancient primate\n- Dense coat of silvery-gray fur\n- Perched on a dense, gnarled branch\n- Smeared with moisture and covered in vibrant green moss\n- Dappled sunlight filtering through dense jungle canopy\n- Dynamic highlights across powerful shoulders and back\n- Face as a profound mask with deep leathery wrinkles and weathered skin\n- Dark, intelligent eyes filled with ancient wisdom\n- Single, fluid movement that's swift and deliberate\n- Creature pivots body downward, shifts center of gravity\n- Powerful limbs curl and tense\n- Muscles and tendons visible against softly blurred jungle backdrop\n- Beautiful bokeh of lush greens and earthy browns\n- Decisive push of calloused hands and feet\n- Dropping from branch, body a study in controlled instinctual power\n- Breathtaking atmosphere of raw, untamed nature\n- Frozen in perfect, fleeting moment\n\nNow let me examine the frames:\n\nLooking at the frames, I can see:\n- There appear to be some striped patterns that look like they could be fur or fabric\n- The images show some blue/teal coloration with horizontal striping\n- There appears to be some motion blur or distortion effects\n- The overall image quality seems quite poor with significant blurriness\n- The frames show what appears to be some kind of striped or lined pattern moving\n- There are some greenish/bluish tones mixed together\n- The images lack clarity and definition\n\nVisual Quality Analysis:\nThe video exhibits extremely poor visual quality. The frames are severely blurred, with heavy compression artifacts and pronounced distortions that obscure details. Color bleeding and inconsistent exposure further degrade readability, making it impossible to discern the intended subject or scene. Overall, the footage is not usable for reliable interpretation.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the actual video content. The requested subject (an ancient primate) and the described environment (dense jungle, dappled light, moss, etc.) are not identifiable in the frames. The imagery is too abstract and degraded to convey the specified narrative or subject matter.\n\nPhysical/Common-sense Consistency:\nBecause the visuals are so degraded, meaningful assessment of physical realism or common-sense coherence is not feasible. Any perceived motion or form is too ambiguous to draw any reliable conclusions about plausible behavior or scene logic.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "Captured with the technical precision and stunning clarity of high-speed nature photography, the medium-side shot preserves a still image of the ancient primate. The creature's dense coat is a tapestry of silvery-gray fur, momentarily perched on a dense, gnarled branch, smeared with moisture and covered in vibrant green moss. Dappled sunlight filters through the dense jungle canopy, casting dynamic highlights across its powerful shoulders and back. Its face is a profound mask, marked by deep leathery wrinkles and weathered skin, and its dark, intelligent eyes seem filled with ancient wisdom. With a single, fluid movement that's both swift and deliberate, the creature pivots its body downward, shifting its center of gravity amidst a shimmer of gray fur. In a moment, its powerful limbs curl and tense, every muscle fiber and tendon visible against the softly blurred jungle backdrop, blending into a beautiful bokeh of lush greens and earthy browns. With the decisive push of its calloused hands and feet, it drops from the branch, its body a study in controlled instinctual power, creating a breathtaking atmosphere of raw, untamed nature, frozen in a perfect, fleeting moment.",
+ "seed": 23055,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_12/index_7641_seed_23055_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": 1.34375,
+ "video_score2_ta": 1.0,
+ "video_score2_mq": 1.03125,
+ "video_score2_overall": 3.375,
+ "avg": 3.375,
+ "reward_records": [
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- A high-speed nature photography capture\n- Medium-side shot preserving a still image of an ancient primate\n- Dense coat of silvery-gray fur\n- Perched on a dense, gnarled branch\n- Smeared with moisture and covered in vibrant green moss\n- Dappled sunlight filtering through dense jungle canopy\n- Dynamic highlights across powerful shoulders and back\n- Face as a profound mask with deep leathery wrinkles and weathered skin\n- Dark, intelligent eyes filled with ancient wisdom\n- Single, fluid movement that's swift and deliberate\n- Creature dropping from the branch with controlled instinctual power\n- Beautiful bokeh of lush greens and earthy browns\n- Frozen in a perfect, fleeting moment\n\nNow let me examine the frames:\n\nLooking at the frames, they appear to be abstract, distorted patterns with black and white striped or checkered designs, some green coloring, and what seems to be flowing or liquid-like motion. The images are very abstract and don't clearly depict any recognizable subject like a primate or natural scene.\n\nVisual Quality Analysis:\nThe frames show severe degradation: extreme abstraction, heavy distortion, and lack of discernible content. The imagery is not aligned with the requested subject, and the overall presentation is dominated by chaotic patterns rather than a coherent scene. This results in a very low visual quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the video content. The prompt describes a detailed depiction of a primate in a natural setting, but the frames do not reveal any recognizable subject or scene matching the description. The result reflects a complete mismatch (score 1).\n\nPhysical/Common-sense Consistency:\nBecause the content is abstract and does not depict a plausible real-world scenario, there is no basis to assess physical realism or common-sense coherence. The evaluation is effectively at the lowest level due to the absence of any meaningful physical cues (score 1).\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "MQ": 1
+ },
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+ "Overall": 3.375
+ }
+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- A high-speed nature photography capture\n- Medium-side shot preserving a still image of an ancient primate\n- Dense coat of silvery-gray fur\n- Perched on a dense, gnarled branch\n- Smeared with moisture and covered in vibrant green moss\n- Dappled sunlight filtering through dense jungle canopy\n- Dynamic highlights across powerful shoulders and back\n- Face as a profound mask with deep leathery wrinkles and weathered skin\n- Dark, intelligent eyes filled with ancient wisdom\n- Single, fluid movement that's swift and deliberate\n- Creature dropping from the branch with controlled instinctual power\n- Beautiful bokeh of lush greens and earthy browns\n- Frozen in a perfect, fleeting moment\n\nNow let me examine the frames:\n\nLooking at the frames, they appear to be abstract, distorted patterns with black and white striped or checkered designs, some green coloring, and what seems to be flowing or liquid-like motion. The images are very abstract and don't clearly depict any recognizable subject like a primate or natural scene.\n\nVisual Quality Analysis:\nThe frames show severe degradation: extreme abstraction, heavy distortion, and lack of discernible content. The imagery is not aligned with the requested subject, and the overall presentation is dominated by chaotic patterns rather than a coherent scene. This results in a very low visual quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the video content. The prompt describes a detailed depiction of a primate in a natural setting, but the frames do not reveal any recognizable subject or scene matching the description. The result reflects a complete mismatch (score 1).\n\nPhysical/Common-sense Consistency:\nBecause the content is abstract and does not depict a plausible real-world scenario, there is no basis to assess physical realism or common-sense coherence. The evaluation is effectively at the lowest level due to the absence of any meaningful physical cues (score 1).\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "Captured with the technical precision and stunning clarity of high-speed nature photography, the medium-side shot preserves a still image of the ancient primate. The creature's dense coat is a tapestry of silvery-gray fur, momentarily perched on a dense, gnarled branch, smeared with moisture and covered in vibrant green moss. Dappled sunlight filters through the dense jungle canopy, casting dynamic highlights across its powerful shoulders and back. Its face is a profound mask, marked by deep leathery wrinkles and weathered skin, and its dark, intelligent eyes seem filled with ancient wisdom. With a single, fluid movement that's both swift and deliberate, the creature pivots its body downward, shifting its center of gravity amidst a shimmer of gray fur. In a moment, its powerful limbs curl and tense, every muscle fiber and tendon visible against the softly blurred jungle backdrop, blending into a beautiful bokeh of lush greens and earthy browns. With the decisive push of its calloused hands and feet, it drops from the branch, its body a study in controlled instinctual power, creating a breathtaking atmosphere of raw, untamed nature, frozen in a perfect, fleeting moment.",
+ "seed": 23056,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_12/index_7641_seed_23056_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 1.0,
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+ "video_score2_overall": 3.1875,
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+ "question": "Captured with the technical precision and stunning clarity of high-speed nature photography, the medium-side shot preserves a still image of the ancient primate. The creature's dense coat is a tapestry of silvery-gray fur, momentarily perched on a dense, gnarled branch, smeared with moisture and covered in vibrant green moss. Dappled sunlight filters through the dense jungle canopy, casting dynamic highlights across its powerful shoulders and back. Its face is a profound mask, marked by deep leathery wrinkles and weathered skin, and its dark, intelligent eyes seem filled with ancient wisdom. With a single, fluid movement that's both swift and deliberate, the creature pivots its body downward, shifting its center of gravity amidst a shimmer of gray fur. In a moment, its powerful limbs curl and tense, every muscle fiber and tendon visible against the softly blurred jungle backdrop, blending into a beautiful bokeh of lush greens and earthy browns. With the decisive push of its calloused hands and feet, it drops from the branch, its body a study in controlled instinctual power, creating a breathtaking atmosphere of raw, untamed nature, frozen in a perfect, fleeting moment.",
+ "token_credit_reward": 3.1875,
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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:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- A high-speed nature photography capture\n- Medium-side shot preserving a still image of an ancient primate\n- Dense coat of silvery-gray fur\n- Perched on a dense, gnarled branch\n- Smeared with moisture and covered in vibrant green moss\n- Dappled sunlight filtering through dense jungle canopy\n- Dynamic highlights across powerful shoulders and back\n- Face as a profound mask with deep leathery wrinkles and weathered skin\n- Dark, intelligent eyes filled with ancient wisdom\n- Single, fluid movement that's swift and deliberate\n- Creature pivots body downward, shifts center of gravity\n- Powerful limbs curl and tense\n- Muscles and tendons visible\n- Softly blurred jungle backdrop with bokeh of lush greens and earthy browns\n- Decisive push of calloused hands and feet\n- Dropping from branch\n- Body a study in controlled instinctual power\n- Breathtaking atmosphere of raw, untamed nature\n- Frozen in perfect, fleeting moment\n\nNow let me examine the frames:\n\nLooking at the frames, they appear to show abstract patterns with heavy distortion, noise, and artifacts. There are no recognizable animals or natural scenes; the content is dominated by digital noise and warped geometry. The frames exhibit severe visual degradation with little to no discernible subject matter.\n\nVisual Quality Analysis:\nThe video shows extreme visual degradation. The frames are dominated by heavy noise, artifacts, and distortions that render any meaningful content unrecognizable. There is no clear subject, and the overall clarity is effectively absent. Transitions between frames are abrupt and unstable, contributing to a chaotic viewing experience. Overall, the visual quality is severely compromised (score 1).\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch with the requested prompt. The frames do not depict a primate, a jungle setting, lighting, or motion described in the prompt. Instead, the content centers on abstract, corrupted visuals with no coherent narrative or subject alignment. This represents a total failure to align with the prompt (score 1).\n\nPhysical/Common-sense Consistency:\nGiven the absence of recognizable objects or actions, there is no basis to assess physical plausibility or common-sense behavior. The frames do not convey any coherent physical interactions or dynamics, resulting in a lack of any meaningful evaluation for physical consistency (score 1).\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1.0,
+ "MQ": 1.0234375,
+ "Overall": 3.1875
+ }
+ }
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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:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- A high-speed nature photography capture\n- Medium-side shot preserving a still image of an ancient primate\n- Dense coat of silvery-gray fur\n- Perched on a dense, gnarled branch\n- Smeared with moisture and covered in vibrant green moss\n- Dappled sunlight filtering through dense jungle canopy\n- Dynamic highlights across powerful shoulders and back\n- Face as a profound mask with deep leathery wrinkles and weathered skin\n- Dark, intelligent eyes filled with ancient wisdom\n- Single, fluid movement that's swift and deliberate\n- Creature pivots body downward, shifts center of gravity\n- Powerful limbs curl and tense\n- Muscles and tendons visible\n- Softly blurred jungle backdrop with bokeh of lush greens and earthy browns\n- Decisive push of calloused hands and feet\n- Dropping from branch\n- Body a study in controlled instinctual power\n- Breathtaking atmosphere of raw, untamed nature\n- Frozen in perfect, fleeting moment\n\nNow let me examine the frames:\n\nLooking at the frames, they appear to show abstract patterns with heavy distortion, noise, and artifacts. There are no recognizable animals or natural scenes; the content is dominated by digital noise and warped geometry. The frames exhibit severe visual degradation with little to no discernible subject matter.\n\nVisual Quality Analysis:\nThe video shows extreme visual degradation. The frames are dominated by heavy noise, artifacts, and distortions that render any meaningful content unrecognizable. There is no clear subject, and the overall clarity is effectively absent. Transitions between frames are abrupt and unstable, contributing to a chaotic viewing experience. Overall, the visual quality is severely compromised (score 1).\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch with the requested prompt. The frames do not depict a primate, a jungle setting, lighting, or motion described in the prompt. Instead, the content centers on abstract, corrupted visuals with no coherent narrative or subject alignment. This represents a total failure to align with the prompt (score 1).\n\nPhysical/Common-sense Consistency:\nGiven the absence of recognizable objects or actions, there is no basis to assess physical plausibility or common-sense behavior. The frames do not convey any coherent physical interactions or dynamics, resulting in a lack of any meaningful evaluation for physical consistency (score 1).\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ {
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+ "seed": 23057,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_12/index_7641_seed_23057_dp_25_rank_50_sample_3_slot_1.mp4",
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+ "video_score2_overall": 3.1875,
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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\nFirst, let me understand what the text prompt is asking for:\n- High-speed nature photography with technical precision\n- Medium-side shot preserving a still image of an ancient primate\n- Creature with dense coat of silvery-gray fur\n- Perched on a dense, gnarled branch\n- Smeared with moisture and covered in vibrant green moss\n- Dappled sunlight filtering through dense jungle canopy\n- Dynamic highlights across powerful shoulders and back\n- Face as a profound mask with deep leathery wrinkles and weathered skin\n- Dark, intelligent eyes filled with ancient wisdom\n- Single, fluid movement that's swift and deliberate\n- Creature pivots body downward, shifts center of gravity\n- Powerful limbs curl and tense\n- Muscles and tendons visible against softly blurred jungle backdrop\n- Beautiful bokeh of lush greens and earthy browns\n- Decisive push of calloused hands and feet\n- Dropping from branch, body a study in controlled instinctual power\n- Breathtaking atmosphere of raw, untamed nature\n- Frozen in perfect, fleeting moment\n\nNow let me examine the frames:\n\nLooking at the frames, they appear to be extremely distorted, blurry, and corrupted. The images show:\n- Heavy digital artifacts and noise throughout\n- Severe visual distortions making it impossible to discern any clear content\n- What appears to be some kind of repeating pattern or interference\n- Extremely poor clarity with everything appearing heavily corrupted\n- No recognizable objects, creatures, or natural scenes\n- The entire video seems to be completely broken visually\n\nLet me evaluate each dimension:\n\nVisual Quality:\nThe video exhibits extreme degradation. The frames are dominated by heavy artifacts, severe distortion, and pervasive noise that render the content unrecognizable. There is no coherent imagery, and the overall visual information is effectively irretrievable. This represents a complete failure in visual quality (score 1).\n\nText-to-Video Alignment:\nThe prompt describes a detailed, high-fidelity depiction of a primate in a natural setting with specific lighting, textures, and motion. The actual video frames show no identifiable subject or scene matching the description; the content is entirely unrelated to the requested imagery. Alignment is effectively non-existent (score 1).\n\nPhysical/Common-sense Consistency:\nWith no discernible content, there is no basis to assess physical realism or common-sense behavior. The frames do not convey any plausible physical interactions or dynamics, resulting in a complete breakdown of physical consistency (score 1).\n\nOverall assessment:\nAll three dimensions are severely compromised, indicating a total failure in generating a coherent video representation.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.15625,
+ "TA": 1.0,
+ "MQ": 1.0234375,
+ "Overall": 3.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- High-speed nature photography with technical precision\n- Medium-side shot preserving a still image of an ancient primate\n- Creature with dense coat of silvery-gray fur\n- Perched on a dense, gnarled branch\n- Smeared with moisture and covered in vibrant green moss\n- Dappled sunlight filtering through dense jungle canopy\n- Dynamic highlights across powerful shoulders and back\n- Face as a profound mask with deep leathery wrinkles and weathered skin\n- Dark, intelligent eyes filled with ancient wisdom\n- Single, fluid movement that's swift and deliberate\n- Creature pivots body downward, shifts center of gravity\n- Powerful limbs curl and tense\n- Muscles and tendons visible against softly blurred jungle backdrop\n- Beautiful bokeh of lush greens and earthy browns\n- Decisive push of calloused hands and feet\n- Dropping from branch, body a study in controlled instinctual power\n- Breathtaking atmosphere of raw, untamed nature\n- Frozen in perfect, fleeting moment\n\nNow let me examine the frames:\n\nLooking at the frames, they appear to be extremely distorted, blurry, and corrupted. The images show:\n- Heavy digital artifacts and noise throughout\n- Severe visual distortions making it impossible to discern any clear content\n- What appears to be some kind of repeating pattern or interference\n- Extremely poor clarity with everything appearing heavily corrupted\n- No recognizable objects, creatures, or natural scenes\n- The entire video seems to be completely broken visually\n\nLet me evaluate each dimension:\n\nVisual Quality:\nThe video exhibits extreme degradation. The frames are dominated by heavy artifacts, severe distortion, and pervasive noise that render the content unrecognizable. There is no coherent imagery, and the overall visual information is effectively irretrievable. This represents a complete failure in visual quality (score 1).\n\nText-to-Video Alignment:\nThe prompt describes a detailed, high-fidelity depiction of a primate in a natural setting with specific lighting, textures, and motion. The actual video frames show no identifiable subject or scene matching the description; the content is entirely unrelated to the requested imagery. Alignment is effectively non-existent (score 1).\n\nPhysical/Common-sense Consistency:\nWith no discernible content, there is no basis to assess physical realism or common-sense behavior. The frames do not convey any plausible physical interactions or dynamics, resulting in a complete breakdown of physical consistency (score 1).\n\nOverall assessment:\nAll three dimensions are severely compromised, indicating a total failure in generating a coherent video representation.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_13/index_tensor([3220, 3220])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_13/index_tensor([3220, 3220])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b881cd04fbd4ceec812bafddaa5bf3f794b206db
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_13/index_tensor([3220, 3220])_group_13_rewards.json
@@ -0,0 +1,10210 @@
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An epic wide-angle shot rendered in intense black and white HDR\n- A bottomless abyss scene\n- An unspeakable, immense entity composed of twisting tentacles and gleaming eyes\n- The entity dominating the frame with its vast, aggregated form\n- Illuminated by powerful, scalpel-like light from an unknown source\n- Extreme contrasts of light and dark\n- Each slippery, greasy tentacle reflecting a pure white highlight\n- Gaps and backlit surfaces sinking into absolute darkness\n- Casting razor-sharp shadows\n- Countless eyeballs of varying sizes embedded in the wriggling mass\n- These eyeballs spinning frantically with shifting pupils\n- The entity moving in a slow, steady spiral downward toward the dark core\n- A silent, graceful dance that defies physics\n- Occasional tentacles scraping against jagged walls of the abyss\n- Silent waterfalls of rubble\n- A sense of apocalyptic grandeur and quiet terror\n- A vision beyond mortal comprehension\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show extremely low visibility with pervasive darkness; blue/cyan lighting hints exist but do not reveal clear content. The resolution is poor and noise dominates, making it impossible to discern details or subjects. Overall, the video presents severe visual degradation with minimal perceptual information.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not reveal an epic wide-angle composition, a bottomless abyss, an entity with tentacles and eyes, or any of the specified dynamic or atmospheric elements. The content remains indistinct due to darkness and noise, resulting in a near-total mismatch with the prompt.\n\nPhysical/Common-sense Consistency:\nBecause the content cannot be interpreted, there is no basis to assess physical plausibility or common-sense coherence. The frames do not provide enough information to evaluate interactions or dynamics, so the assessment is effectively at the lowest level.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
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+ },
+ "soft_scores": {
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+ "TA": 1.015625,
+ "MQ": 1.09375,
+ "Overall": 3.4375
+ }
+ }
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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\nFirst, let me understand what the text prompt is asking for:\n- An epic wide-angle shot rendered in intense black and white HDR\n- A bottomless abyss scene\n- An unspeakable, immense entity composed of twisting tentacles and gleaming eyes\n- The entity dominating the frame with its vast, aggregated form\n- Illuminated by powerful, scalpel-like light from an unknown source\n- Extreme contrasts of light and dark\n- Each slippery, greasy tentacle reflecting a pure white highlight\n- Gaps and backlit surfaces sinking into absolute darkness\n- Casting razor-sharp shadows\n- Countless eyeballs of varying sizes embedded in the wriggling mass\n- These eyeballs spinning frantically with shifting pupils\n- The entity moving in a slow, steady spiral downward toward the dark core\n- A silent, graceful dance that defies physics\n- Occasional tentacles scraping against jagged walls of the abyss\n- Silent waterfalls of rubble\n- A sense of apocalyptic grandeur and quiet terror\n- A vision beyond mortal comprehension\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show extremely low visibility with pervasive darkness; blue/cyan lighting hints exist but do not reveal clear content. The resolution is poor and noise dominates, making it impossible to discern details or subjects. Overall, the video presents severe visual degradation with minimal perceptual information.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not reveal an epic wide-angle composition, a bottomless abyss, an entity with tentacles and eyes, or any of the specified dynamic or atmospheric elements. The content remains indistinct due to darkness and noise, resulting in a near-total mismatch with the prompt.\n\nPhysical/Common-sense Consistency:\nBecause the content cannot be interpreted, there is no basis to assess physical plausibility or common-sense coherence. The frames do not provide enough information to evaluate interactions or dynamics, so the assessment is effectively at the lowest level.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ {
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+ "seed": 24006,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_13/index_3220_seed_24006_dp_26_rank_52_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 1.625,
+ "video_score2_ta": 1.015625,
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+ "video_score2_overall": 3.78125,
+ "avg": 3.7890625,
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+ "token_credit_reward": 3.78125,
+ "selected_reward": 3.78125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 epic wide-angle shot rendered in intense black-and-white HDR, featuring a bottomless abyss populated by an unspeakable, immense entity composed of twisting tentacles and gleaming eyes. It envisions a vast, aggregated form illuminated by a powerful, scalpel-like light from an unknown source, with extreme light-dark contrasts, each tentacle reflecting a pure white highlight, and gaps/backlit surfaces sinking into absolute darkness. The scene should include spinning, erratic pupils, a slow spiral descent toward the dark core, and a graceful, physics-defying motion as tentacles interact with jagged walls and create silent waterfalls of rubble. Overall, the prompt calls for apocalyptic grandeur and a sense of cosmic nothingness.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy processing and artifacts. The imagery is consistently distorted with pronounced geometric warping, and the scene reads as a heavily stylized or corrupted render rather than a faithful depiction. The result is very low perceptual clarity, with details obscured and the composition appearing fragmented and unreliable. The overall visual quality is poor due to pervasive distortions and lack of coherent structure.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is shown. The frames do not convincingly realize the described wide-angle panoramic view, nor do they clearly convey the bottomless abyss, the tentacle-based entity, or the dynamic, physics-defying motion. The imagery is dominated by abstract patterns and artifacts rather than the intended narrative elements, indicating a severe misalignment with the prompt.\n\nPhysical/Common-sense Consistency:\nThe sequence exhibits clear violations of basic physical plausibility. Geometric shapes warp in ways that defy gravity and perspective, and the scene lacks coherent spatial relationships. The result is a surreal, physically inconsistent depiction that does not align with common-sense expectations.\n\nOverall assessment:\nAll three dimensions reflect substantial deficiencies, with the video failing to deliver a coherent interpretation of the prompt and presenting a visually unstable, physically implausible result.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
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+ },
+ "soft_scores": {
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+ "Overall": 3.78125
+ }
+ }
+ ],
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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 epic wide-angle shot rendered in intense black-and-white HDR, featuring a bottomless abyss populated by an unspeakable, immense entity composed of twisting tentacles and gleaming eyes. It envisions a vast, aggregated form illuminated by a powerful, scalpel-like light from an unknown source, with extreme light-dark contrasts, each tentacle reflecting a pure white highlight, and gaps/backlit surfaces sinking into absolute darkness. The scene should include spinning, erratic pupils, a slow spiral descent toward the dark core, and a graceful, physics-defying motion as tentacles interact with jagged walls and create silent waterfalls of rubble. Overall, the prompt calls for apocalyptic grandeur and a sense of cosmic nothingness.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy processing and artifacts. The imagery is consistently distorted with pronounced geometric warping, and the scene reads as a heavily stylized or corrupted render rather than a faithful depiction. The result is very low perceptual clarity, with details obscured and the composition appearing fragmented and unreliable. The overall visual quality is poor due to pervasive distortions and lack of coherent structure.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is shown. The frames do not convincingly realize the described wide-angle panoramic view, nor do they clearly convey the bottomless abyss, the tentacle-based entity, or the dynamic, physics-defying motion. The imagery is dominated by abstract patterns and artifacts rather than the intended narrative elements, indicating a severe misalignment with the prompt.\n\nPhysical/Common-sense Consistency:\nThe sequence exhibits clear violations of basic physical plausibility. Geometric shapes warp in ways that defy gravity and perspective, and the scene lacks coherent spatial relationships. The result is a surreal, physically inconsistent depiction that does not align with common-sense expectations.\n\nOverall assessment:\nAll three dimensions reflect substantial deficiencies, with the video failing to deliver a coherent interpretation of the prompt and presenting a visually unstable, physically implausible result.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ "seed": 24007,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_13/index_3220_seed_24007_dp_27_rank_54_sample_2_slot_0.mp4",
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+ "token_credit_reward": 3.78125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 epic wide-angle shot in intense black-and-white HDR revealing a bottomless abyss. It envisions an unspeakable, immense entity composed of twisting tentacles and gleaming eyes dominating the frame, with a vast, aggregated form illuminated by a powerful, scalpel-like light from an unknown source. The scene should show extreme light-dark contrasts, each tentacle reflecting a pure white highlight, gaps and backlit surfaces sinking into absolute darkness, razor-sharp shadows, and a slow, steady spiral descent toward the dark core. The rotation should set tentacles in motion in a silent, graceful dance that defies physics, with occasional tentacles scraping jagged walls and stirring waterfalls of rubble. Overall, it aims for apocalyptic grandeur and quiet terror, capturing a vision beyond mortal comprehension.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy processing and artifacts. The imagery is consistently distorted with pronounced warping, and the scene remains largely unrecognizable due to extreme abstraction. While some contrast exists, the result is not a clean, high-fidelity render but rather a noisy, unstable composition that sacrifices clarity for effect. The overall visual quality is poor (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no faithful alignment to the prompt. The frames do not clearly depict the described entity, its tentacles, eyes, or the intended motion; instead they present abstract, glitched patterns that fail to convey the cosmic, apocalyptic scenario. The alignment to the textual description is severely broken (score 1).\n\nPhysical/Common-sense Consistency:\nThe sequence lacks coherent physical behavior and plausible dynamics. The heavy distortion prevents any meaningful assessment of natural movement or interaction, resulting in a lack of common-sense consistency (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
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+ },
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+ "MQ": 1.1171875,
+ "Overall": 3.78125
+ }
+ }
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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 epic wide-angle shot in intense black-and-white HDR revealing a bottomless abyss. It envisions an unspeakable, immense entity composed of twisting tentacles and gleaming eyes dominating the frame, with a vast, aggregated form illuminated by a powerful, scalpel-like light from an unknown source. The scene should show extreme light-dark contrasts, each tentacle reflecting a pure white highlight, gaps and backlit surfaces sinking into absolute darkness, razor-sharp shadows, and a slow, steady spiral descent toward the dark core. The rotation should set tentacles in motion in a silent, graceful dance that defies physics, with occasional tentacles scraping jagged walls and stirring waterfalls of rubble. Overall, it aims for apocalyptic grandeur and quiet terror, capturing a vision beyond mortal comprehension.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy processing and artifacts. The imagery is consistently distorted with pronounced warping, and the scene remains largely unrecognizable due to extreme abstraction. While some contrast exists, the result is not a clean, high-fidelity render but rather a noisy, unstable composition that sacrifices clarity for effect. The overall visual quality is poor (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no faithful alignment to the prompt. The frames do not clearly depict the described entity, its tentacles, eyes, or the intended motion; instead they present abstract, glitched patterns that fail to convey the cosmic, apocalyptic scenario. The alignment to the textual description is severely broken (score 1).\n\nPhysical/Common-sense Consistency:\nThe sequence lacks coherent physical behavior and plausible dynamics. The heavy distortion prevents any meaningful assessment of natural movement or interaction, resulting in a lack of common-sense consistency (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ "seed": 24008,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_13/index_3220_seed_24008_dp_27_rank_54_sample_3_slot_1.mp4",
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+ "token_credit_reward": 5.15625,
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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 epic wide-angle shot in intense black-and-white HDR revealing a bottomless abyss. It envisions an unspeakable, immense entity composed of twisting tentacles and gleaming eyes dominating the frame, with a vast, aggregated form illuminated by a powerful, scalpel-like light from an unknown source. The scene should show extreme light-dark contrasts, each tentacle reflecting a pure white highlight, and gaps/backlit surfaces sinking into absolute darkness. The entity is described as moving in a slow, steady spiral, with a graceful, almost hypnotic dance that defies physics, occasional collisions with jagged walls, and a sense of cosmic nothingness.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are dominated by heavy digital artifacts and noise. The imagery reads as glitched or corrupted data with blue/teal tones and pronounced distortions. While some structure remains, the overall clarity is poor due to widespread artifacts and instability. The result is a low-fidelity presentation with limited visual coherence, making it difficult to discern meaningful content. Overall, Visual Quality is rated 2 out of 5.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and what is depicted. The frames do not convincingly realize the described entity, its tentacle-based structure, or the dynamic, physically implausible movement. The content appears as abstract digital noise rather than a coherent realization of the envisioned scene, indicating a very weak alignment. Text-to-Video Alignment is rated 1 out of 5.\n\nPhysical/Common-sense Consistency:\nThe observed patterns do not follow plausible physical behavior or common-sense expectations. The scene lacks coherent spatial relationships, consistent lighting logic, or believable material properties, resulting in a fundamentally inconsistent depiction. Physical/Common-sense Consistency is rated 1 out of 5.\n\nGround-truth scores (for reference): Visual Quality = 2; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 2,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 2.3125,
+ "TA": 1.2109375,
+ "MQ": 1.6171875,
+ "Overall": 5.15625
+ }
+ }
+ ],
+ "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 epic wide-angle shot in intense black-and-white HDR revealing a bottomless abyss. It envisions an unspeakable, immense entity composed of twisting tentacles and gleaming eyes dominating the frame, with a vast, aggregated form illuminated by a powerful, scalpel-like light from an unknown source. The scene should show extreme light-dark contrasts, each tentacle reflecting a pure white highlight, and gaps/backlit surfaces sinking into absolute darkness. The entity is described as moving in a slow, steady spiral, with a graceful, almost hypnotic dance that defies physics, occasional collisions with jagged walls, and a sense of cosmic nothingness.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are dominated by heavy digital artifacts and noise. The imagery reads as glitched or corrupted data with blue/teal tones and pronounced distortions. While some structure remains, the overall clarity is poor due to widespread artifacts and instability. The result is a low-fidelity presentation with limited visual coherence, making it difficult to discern meaningful content. Overall, Visual Quality is rated 2 out of 5.\n\nText-to-Video Alignment Assessment:\nThere is a substantial mismatch between the prompt and what is depicted. The frames do not convincingly realize the described entity, its tentacle-based structure, or the dynamic, physically implausible movement. The content appears as abstract digital noise rather than a coherent realization of the envisioned scene, indicating a very weak alignment. Text-to-Video Alignment is rated 1 out of 5.\n\nPhysical/Common-sense Consistency:\nThe observed patterns do not follow plausible physical behavior or common-sense expectations. The scene lacks coherent spatial relationships, consistent lighting logic, or believable material properties, resulting in a fundamentally inconsistent depiction. Physical/Common-sense Consistency is rated 1 out of 5.\n\nGround-truth scores (for reference): Visual Quality = 2; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_14/index_tensor([6167, 6167])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_14/index_tensor([6167, 6167])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..3aa84ae9c562c7dad458cb45938329b4269e103c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_14/index_tensor([6167, 6167])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy.",
+ "seed": 17169,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_14/index_6167_seed_17169_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": 1.3671875,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.1015625,
+ "video_score2_overall": 3.46875,
+ "avg": 3.484375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium close-up of a young man with dark, spiky hair (Tachibana Taki) standing on a high-rise city balcony at night. He wears a simple dark blue zip-up hoodie over a white T-shirt, leaning slightly forward with hands on a metal railing. The scene should show him looking upward toward a vast, deep indigo sky with a spectacular meteor shower—bright cyan and white rays streaking across the sky, casting a fleeting ethereal glow on his face. His dark eyes should be wide open, reflecting the celestial scene, with an expression of awe and quiet longing. Below, a sprawling metropolis unfolds as a soft-focus tapestry of warm bokeh lights, contrasting with the cool, dramatic sky. The rendering should evoke rich, saturated colors and a cinematic, nostalgic mood.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The footage is extremely blurred and out of focus, with heavy compression artifacts and pronounced digital noise. The image lacks sharp detail, and color grading appears oversaturated or inconsistent, contributing to an overall artificial look. Frame-to-frame stability is poor, with noticeable jitter and abrupt transitions. The result is a consistently low-fidelity presentation that obscures most details and undermines any sense of cinematic quality.\n\nText-to-Video Alignment Analysis:\nThe video fails to realize the majority of the prompt’s core elements. The subject’s identity and distinctive features are not discernible due to extreme blur, and the specific styling (dark blue hoodie over white T-shirt) cannot be confirmed. The setting described as a high-rise balcony at night is not clearly established, and there is no visible evidence of a meteor shower or the dramatic sky lighting described. Consequently, the alignment between the textual prompt and the visual content is effectively non-existent.\n\nPhysical Consistency (Common-sense):\nThere are no obvious physical impossibilities evident in the frames, but the severe degradation prevents reliable assessment of spatial relationships, lighting coherence, and environmental interactions. While no clear violations are detected, the lack of clarity means only limited confidence can be placed in any physical-consistency claim.\n\nOverall assessment:\nThe video exhibits substantial technical shortcomings that severely limit its effectiveness across all evaluated dimensions.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.3671875,
+ "TA": 1.015625,
+ "MQ": 1.1015625,
+ "Overall": 3.46875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium close-up of a young man with dark, spiky hair (Tachibana Taki) standing on a high-rise city balcony at night. He wears a simple dark blue zip-up hoodie over a white T-shirt, leaning slightly forward with hands on a metal railing. The scene should show him looking upward toward a vast, deep indigo sky with a spectacular meteor shower—bright cyan and white rays streaking across the sky, casting a fleeting ethereal glow on his face. His dark eyes should be wide open, reflecting the celestial scene, with an expression of awe and quiet longing. Below, a sprawling metropolis unfolds as a soft-focus tapestry of warm bokeh lights, contrasting with the cool, dramatic sky. The rendering should evoke rich, saturated colors and a cinematic, nostalgic mood.\n\nVisual Quality Analysis:\nAcross the frames, the visual quality is severely degraded. The footage is extremely blurred and out of focus, with heavy compression artifacts and pronounced digital noise. The image lacks sharp detail, and color grading appears oversaturated or inconsistent, contributing to an overall artificial look. Frame-to-frame stability is poor, with noticeable jitter and abrupt transitions. The result is a consistently low-fidelity presentation that obscures most details and undermines any sense of cinematic quality.\n\nText-to-Video Alignment Analysis:\nThe video fails to realize the majority of the prompt’s core elements. The subject’s identity and distinctive features are not discernible due to extreme blur, and the specific styling (dark blue hoodie over white T-shirt) cannot be confirmed. The setting described as a high-rise balcony at night is not clearly established, and there is no visible evidence of a meteor shower or the dramatic sky lighting described. Consequently, the alignment between the textual prompt and the visual content is effectively non-existent.\n\nPhysical Consistency (Common-sense):\nThere are no obvious physical impossibilities evident in the frames, but the severe degradation prevents reliable assessment of spatial relationships, lighting coherence, and environmental interactions. While no clear violations are detected, the lack of clarity means only limited confidence can be placed in any physical-consistency claim.\n\nOverall assessment:\nThe video exhibits substantial technical shortcomings that severely limit its effectiveness across all evaluated dimensions.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy.",
+ "seed": 17170,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_14/index_6167_seed_17170_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": 1.171875,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0546875,
+ "video_score2_overall": 3.25,
+ "avg": 3.234375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy.",
+ "token_credit_reward": 3.25,
+ "selected_reward": 3.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The prompt describes:\n\n\"static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy\"\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames exhibit extremely poor visual quality. The resolution is very low, with heavy pixelation and pervasive artifacts that obscure details. The image is consistently blurry, with pronounced compression noise and color banding. There is noticeable frame-to-frame instability and flicker, and the overall presentation lacks polish. These factors collectively place the video at the lowest end of the quality spectrum.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not clearly depict a young man with dark, spiky hair on a high-rise balcony at night; instead, the content is dominated by abstract, distorted imagery with no discernible subject or setting. The intended narrative elements—specifically the character, attire, location, and atmospheric details—are not represented, resulting in a near-complete mismatch between prompt and video.\n\nPhysical Consistency (Common-sense):\nThe sequence shows severe inconsistencies with basic physical realism. The imagery is heavily corrupted, with warped geometry and implausible color patterns that defy real-world physics. Any semblance of natural form or spatial coherence is absent, making the scene difficult to interpret as a plausible real-world scenario.\n\nOverall assessment:\nAll three dimensions are severely compromised, indicating a video that fails to meet minimal expectations for visual quality, text-to-video alignment, and physical consistency.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.171875,
+ "TA": 1.0078125,
+ "MQ": 1.0546875,
+ "Overall": 3.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The prompt describes:\n\n\"static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy\"\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames exhibit extremely poor visual quality. The resolution is very low, with heavy pixelation and pervasive artifacts that obscure details. The image is consistently blurry, with pronounced compression noise and color banding. There is noticeable frame-to-frame instability and flicker, and the overall presentation lacks polish. These factors collectively place the video at the lowest end of the quality spectrum.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not clearly depict a young man with dark, spiky hair on a high-rise balcony at night; instead, the content is dominated by abstract, distorted imagery with no discernible subject or setting. The intended narrative elements—specifically the character, attire, location, and atmospheric details—are not represented, resulting in a near-complete mismatch between prompt and video.\n\nPhysical Consistency (Common-sense):\nThe sequence shows severe inconsistencies with basic physical realism. The imagery is heavily corrupted, with warped geometry and implausible color patterns that defy real-world physics. Any semblance of natural form or spatial coherence is absent, making the scene difficult to interpret as a plausible real-world scenario.\n\nOverall assessment:\nAll three dimensions are severely compromised, indicating a video that fails to meet minimal expectations for visual quality, text-to-video alignment, and physical consistency.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy.",
+ "seed": 17171,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_14/index_6167_seed_17171_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_overall": 3.390625,
+ "avg": 3.390625,
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+ "question": "static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy.",
+ "token_credit_reward": 3.390625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy\"\n\nNow let me examine the frames:\n\nLooking at the frames provided, I can see:\n- The images appear to be extremely dark with heavy blue/cyan color grading\n- There's a very abstract, striped pattern dominating most of the frame\n- The images are quite blurry and lack clear definition\n- There appears to be some kind of silhouette or shadow in the center-right portion\n- The overall aesthetic is very dark and moody but lacks sharp details\n\nLet me evaluate each dimension:\n\nVisual Quality:\nThe frames show severe degradation: extreme darkness, pervasive noise, heavy color grading, and pronounced blur that erodes detail. The result is a near-absence of recognizable content, making it impossible to discern the described subject or scene. This aligns with a Visual Quality score of 1.\n\nText-to-Video Alignment:\nThe prompt calls for a specific subject (a young man with spiky hair), a high-rise balcony setting, a night sky with a meteor shower, and a detailed emotional expression. In the frames, none of these elements are identifiable; there is no clear subject, no balcony, no sky, and no discernible facial cues. The alignment to the prompt is effectively non-existent, corresponding to a Text-to-Video Alignment score of 1.\n\nPhysical Consistency:\nWith no discernible objects or actions, there is nothing to evaluate for physical plausibility. The frames do not provide any meaningful spatial or temporal information, so the Physical Consistency assessment is effectively at the lowest level (score 1).\n\nOverall, the video fails to convey the intended cinematic vision due to extreme obscurity and lack of recognizable content.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.3359375,
+ "TA": 1.0078125,
+ "MQ": 1.046875,
+ "Overall": 3.390625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy\"\n\nNow let me examine the frames:\n\nLooking at the frames provided, I can see:\n- The images appear to be extremely dark with heavy blue/cyan color grading\n- There's a very abstract, striped pattern dominating most of the frame\n- The images are quite blurry and lack clear definition\n- There appears to be some kind of silhouette or shadow in the center-right portion\n- The overall aesthetic is very dark and moody but lacks sharp details\n\nLet me evaluate each dimension:\n\nVisual Quality:\nThe frames show severe degradation: extreme darkness, pervasive noise, heavy color grading, and pronounced blur that erodes detail. The result is a near-absence of recognizable content, making it impossible to discern the described subject or scene. This aligns with a Visual Quality score of 1.\n\nText-to-Video Alignment:\nThe prompt calls for a specific subject (a young man with spiky hair), a high-rise balcony setting, a night sky with a meteor shower, and a detailed emotional expression. In the frames, none of these elements are identifiable; there is no clear subject, no balcony, no sky, and no discernible facial cues. The alignment to the prompt is effectively non-existent, corresponding to a Text-to-Video Alignment score of 1.\n\nPhysical Consistency:\nWith no discernible objects or actions, there is nothing to evaluate for physical plausibility. The frames do not provide any meaningful spatial or temporal information, so the Physical Consistency assessment is effectively at the lowest level (score 1).\n\nOverall, the video fails to convey the intended cinematic vision due to extreme obscurity and lack of recognizable content.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy.",
+ "seed": 17172,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_14/index_6167_seed_17172_dp_29_rank_58_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.375,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.1015625,
+ "video_score2_overall": 3.5,
+ "avg": 3.4921875,
+ "reward_records": [
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+ "question": "static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy.",
+ "token_credit_reward": 3.5,
+ "selected_reward": 3.5,
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
+ 2,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The prompt describes:\n\n\"static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy\"\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. Color fidelity is poor, with washed-out tones and pronounced banding. There is noticeable frame-to-frame instability and inconsistent sharpness, contributing to a lack of cohesive visual presentation. The result is a consistently low-quality rendering that fails to convey the intended cinematic look or emotional depth.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The video does not depict a young man with dark, spiky hair on a high-rise balcony at night; instead, the setting appears ambiguous and the character’s appearance diverges from the described specifics. Key elements such as the hoodie color, the white T-shirt underneath, the exact gaze, and the meteor shower are not realized. The atmospheric lighting and the intended ethereal mood are not achieved, leaving the video far from faithful to the original description.\n\nPhysical Consistency (Common-sense):\nThere is some basic coherence in lighting and spatial relationships, but it is insufficient to support the described scenario. The scene lacks convincing cues that would anchor it to a high-rise balcony at night, and the meteor shower is not convincingly integrated. Overall, there is limited common-sense consistency, with notable gaps that prevent a plausible interpretation of the prompt.\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.375,
+ "TA": 1.015625,
+ "MQ": 1.1015625,
+ "Overall": 3.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The prompt describes:\n\n\"static, eye-level medium close-up captures a young man, his dark, spiky hair resembling Tachibana Taki, standing on a high-rise city balcony at night. Wearing a simple dark blue zip-up hoodie over a white T-shirt, he leans slightly forward, his hands resting on the cool metal railing. His face is turned upward, toward a vast, deep indigo sky riven by a spectacular meteor shower. Bright cyan and white rays streak across the sky, casting a fleeting, ethereal glow that illuminates his features. His dark eyes, wide open, reflect the celestial scene, his expression a profound blend of awe at the beauty of the universe and a deep, quiet longing. As the meteor flashes, dynamic light dances across his face, highlighting the subtle moisture in his eyes and the slightly parted, surprised lips. Below, the sprawling metropolis is a soft-focus tapestry of warm, shimmering bokeh lights, a stark contrast to the cool, dramatic spectacle above. Rendered throughout with the rich, saturated colors and subtle, organic textures of 35mm film, the scenes evoke a powerful atmosphere of cinematic nostalgia and poignancy\"\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. Color fidelity is poor, with washed-out tones and pronounced banding. There is noticeable frame-to-frame instability and inconsistent sharpness, contributing to a lack of cohesive visual presentation. The result is a consistently low-quality rendering that fails to convey the intended cinematic look or emotional depth.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The video does not depict a young man with dark, spiky hair on a high-rise balcony at night; instead, the setting appears ambiguous and the character’s appearance diverges from the described specifics. Key elements such as the hoodie color, the white T-shirt underneath, the exact gaze, and the meteor shower are not realized. The atmospheric lighting and the intended ethereal mood are not achieved, leaving the video far from faithful to the original description.\n\nPhysical Consistency (Common-sense):\nThere is some basic coherence in lighting and spatial relationships, but it is insufficient to support the described scenario. The scene lacks convincing cues that would anchor it to a high-rise balcony at night, and the meteor shower is not convincingly integrated. Overall, there is limited common-sense consistency, with notable gaps that prevent a plausible interpretation of the prompt.\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_15/index_tensor([3449, 3449])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_15/index_tensor([3449, 3449])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c0d0807213af44a7f20fcd8cfbea2a259693d74
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_15/index_tensor([3449, 3449])_group_15_rewards.json
@@ -0,0 +1,10210 @@
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes: \"The camera tracks from a low angle, parallel to a faded crimson 1970s-era tram. It slowly but steadily weaves its way through narrow streets paved with ancient cobblestones, its body swaying slightly on the uneven tracks, emitting a rhythmic clanking sound. The streets are lined with creaking three- and four-story brick buildings. Pedestrians in bell-bottom pants and heavy jackets, along with citizens on vintage bicycles, expertly navigate the tram's path, sharing the crowded road. Under the diffuse light of an overcast sky, the scene's tones favor dull browns, grays, and faded reds, accentuating a rugged urban texture. A noticeable film grain enhances the retro atmosphere. Through the tram's large windows, the dim interior lights and the blurred figures of passengers can be vaguely seen, creating a nostalgic and vibrant sense of urban bustle\" \n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy stylization and artifacts that obscure details. The imagery is consistently blurry with pronounced color distortions (cyan/blue tints) and digital noise. The resolution appears degraded, and there is a lack of sharpness and clarity throughout. Frame-to-frame transitions feel unstable due to the heavy processing, resulting in a visually chaotic presentation rather than a clean, coherent scene. Overall, the video reads as intentionally distorted rather than a faithful depiction of the described environment.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not reveal a 1970s-era crimson tram, cobblestone streets, or the described urban setting. Instead, the visuals emphasize abstract color patterns and artifacts, with no recognizable elements matching the prompt. The result is a severe mismatch between the textual description and the visual content.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks plausible physical relationships and common-sense cues. The heavy distortion prevents any meaningful assessment of spatial coherence, lighting behavior, or object interactions. The result is a breakdown of physical realism and everyday-world expectations, rendering the video inconsistent with real-world physics and scene logic.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "MQ": 1.046875,
+ "Overall": 3.328125
+ }
+ }
+ ],
+ "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: \"The camera tracks from a low angle, parallel to a faded crimson 1970s-era tram. It slowly but steadily weaves its way through narrow streets paved with ancient cobblestones, its body swaying slightly on the uneven tracks, emitting a rhythmic clanking sound. The streets are lined with creaking three- and four-story brick buildings. Pedestrians in bell-bottom pants and heavy jackets, along with citizens on vintage bicycles, expertly navigate the tram's path, sharing the crowded road. Under the diffuse light of an overcast sky, the scene's tones favor dull browns, grays, and faded reds, accentuating a rugged urban texture. A noticeable film grain enhances the retro atmosphere. Through the tram's large windows, the dim interior lights and the blurred figures of passengers can be vaguely seen, creating a nostalgic and vibrant sense of urban bustle\" \n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy stylization and artifacts that obscure details. The imagery is consistently blurry with pronounced color distortions (cyan/blue tints) and digital noise. The resolution appears degraded, and there is a lack of sharpness and clarity throughout. Frame-to-frame transitions feel unstable due to the heavy processing, resulting in a visually chaotic presentation rather than a clean, coherent scene. Overall, the video reads as intentionally distorted rather than a faithful depiction of the described environment.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not reveal a 1970s-era crimson tram, cobblestone streets, or the described urban setting. Instead, the visuals emphasize abstract color patterns and artifacts, with no recognizable elements matching the prompt. The result is a severe mismatch between the textual description and the visual content.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks plausible physical relationships and common-sense cues. The heavy distortion prevents any meaningful assessment of spatial coherence, lighting behavior, or object interactions. The result is a breakdown of physical realism and everyday-world expectations, rendering the video inconsistent with real-world physics and scene logic.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "The camera tracks from a low angle, parallel to a faded crimson 1970s-era tram. It slowly but steadily weaves its way through narrow streets paved with ancient cobblestones, its body swaying slightly on the uneven tracks, emitting a rhythmic clanking sound. The streets are lined with creaking three- and four-story brick buildings. Pedestrians in bell-bottom pants and heavy jackets, along with citizens on vintage bicycles, expertly navigate the tram's path, sharing the crowded road. Under the diffuse light of an overcast sky, the scene's tones favor dull browns, grays, and faded reds, accentuating a rugged urban texture. A noticeable film grain enhances the retro atmosphere. Through the tram's large windows, the dim interior lights and the blurred figures of passengers can be vaguely seen, creating a nostalgic and vibrant sense of urban bustle.",
+ "seed": 12832,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_15/index_3449_seed_12832_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 1.15625,
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+ "video_score2_mq": 1.03125,
+ "video_score2_overall": 3.203125,
+ "avg": 3.203125,
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+ "question": "The camera tracks from a low angle, parallel to a faded crimson 1970s-era tram. It slowly but steadily weaves its way through narrow streets paved with ancient cobblestones, its body swaying slightly on the uneven tracks, emitting a rhythmic clanking sound. The streets are lined with creaking three- and four-story brick buildings. Pedestrians in bell-bottom pants and heavy jackets, along with citizens on vintage bicycles, expertly navigate the tram's path, sharing the crowded road. Under the diffuse light of an overcast sky, the scene's tones favor dull browns, grays, and faded reds, accentuating a rugged urban texture. A noticeable film grain enhances the retro atmosphere. Through the tram's large windows, the dim interior lights and the blurred figures of passengers can be vaguely seen, creating a nostalgic and vibrant sense of urban bustle.",
+ "token_credit_reward": 3.203125,
+ "selected_reward": 3.203125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a scene with a low-angle tracking shot following a faded crimson 1970s-era tram through narrow cobblestone streets, with the body swaying on uneven tracks, and a bustling urban environment with pedestrians, bicycles, and period-appropriate architecture under diffuse lighting. In the actual video, none of these elements are realized; the sequence is dominated by abstract color patterns and artifacts, with no coherent depiction of the described setting or motion.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The imagery is largely abstract with heavy distortions, color bleeding, and digital artifacts that obscure any meaningful content. There is no clear subject, scene structure, or spatial relationships, and the overall presentation lacks clarity and coherence. The result is effectively unusable for conveying the intended scene.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the video. The prompt calls for a specific subject (a 1970s-era crimson tram), a particular setting (cobblestone streets, brick buildings, pedestrians, bicycles), and a distinctive mood (overcast sky, diffuse lighting, film grain). The video instead presents generic color patterns and artifacts without recognizable objects or scenes, making it impossible to map the prompt to the output.\n\nPhysical/Common-sense Consistency:\nWith no identifiable objects or plausible actions, there is no basis to assess physical realism or common-sense behavior. The video does not convey any coherent physical interactions or plausible dynamics, resulting in a lack of meaningful physical consistency.\n\nOverall assessment:\nThe video fails across all three dimensions, presenting severe degradation and no meaningful correspondence to the requested scene.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "Overall": 3.203125
+ }
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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 scene with a low-angle tracking shot following a faded crimson 1970s-era tram through narrow cobblestone streets, with the body swaying on uneven tracks, and a bustling urban environment with pedestrians, bicycles, and period-appropriate architecture under diffuse lighting. In the actual video, none of these elements are realized; the sequence is dominated by abstract color patterns and artifacts, with no coherent depiction of the described setting or motion.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The imagery is largely abstract with heavy distortions, color bleeding, and digital artifacts that obscure any meaningful content. There is no clear subject, scene structure, or spatial relationships, and the overall presentation lacks clarity and coherence. The result is effectively unusable for conveying the intended scene.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the video. The prompt calls for a specific subject (a 1970s-era crimson tram), a particular setting (cobblestone streets, brick buildings, pedestrians, bicycles), and a distinctive mood (overcast sky, diffuse lighting, film grain). The video instead presents generic color patterns and artifacts without recognizable objects or scenes, making it impossible to map the prompt to the output.\n\nPhysical/Common-sense Consistency:\nWith no identifiable objects or plausible actions, there is no basis to assess physical realism or common-sense behavior. The video does not convey any coherent physical interactions or plausible dynamics, resulting in a lack of meaningful physical consistency.\n\nOverall assessment:\nThe video fails across all three dimensions, presenting severe degradation and no meaningful correspondence to the requested scene.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "The camera tracks from a low angle, parallel to a faded crimson 1970s-era tram. It slowly but steadily weaves its way through narrow streets paved with ancient cobblestones, its body swaying slightly on the uneven tracks, emitting a rhythmic clanking sound. The streets are lined with creaking three- and four-story brick buildings. Pedestrians in bell-bottom pants and heavy jackets, along with citizens on vintage bicycles, expertly navigate the tram's path, sharing the crowded road. Under the diffuse light of an overcast sky, the scene's tones favor dull browns, grays, and faded reds, accentuating a rugged urban texture. A noticeable film grain enhances the retro atmosphere. Through the tram's large windows, the dim interior lights and the blurred figures of passengers can be vaguely seen, creating a nostalgic and vibrant sense of urban bustle.",
+ "seed": 12833,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_15/index_3449_seed_12833_dp_31_rank_62_sample_2_slot_0.mp4",
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+ "video_score2_overall": 3.15625,
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+ "question": "The camera tracks from a low angle, parallel to a faded crimson 1970s-era tram. It slowly but steadily weaves its way through narrow streets paved with ancient cobblestones, its body swaying slightly on the uneven tracks, emitting a rhythmic clanking sound. The streets are lined with creaking three- and four-story brick buildings. Pedestrians in bell-bottom pants and heavy jackets, along with citizens on vintage bicycles, expertly navigate the tram's path, sharing the crowded road. Under the diffuse light of an overcast sky, the scene's tones favor dull browns, grays, and faded reds, accentuating a rugged urban texture. A noticeable film grain enhances the retro atmosphere. Through the tram's large windows, the dim interior lights and the blurred figures of passengers can be vaguely seen, creating a nostalgic and vibrant sense of urban bustle.",
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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: \"The camera tracks from a low angle, parallel to a faded crimson 1970s-era tram. It slowly but steadily weaves its way through narrow streets paved with ancient cobblestones, its body swaying slightly on the uneven tracks, emitting a rhythmic clanking sound. The streets are lined with creaking three- and four-story brick buildings. Pedestrians in bell-bottom pants and heavy jackets, along with citizens on vintage bicycles, expertly navigate the tram's path, sharing the crowded road. Under the diffuse light of an overcast sky, the scene's tones favor dull browns, grays, and faded reds, accentuating a rugged urban texture. A noticeable film grain enhances the retro atmosphere. Through the tram's large windows, the dim interior lights and the blurred figures of passengers can be vaguely seen, creating a nostalgic and vibrant sense of urban bustle\" \n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits extreme blur, heavy compression artifacts, and pronounced color banding that washes out details. Fine textures (cobblestones, brickwork, facial features) are indistinct, and motion blur dominates many regions. The result is a consistently low-clarity presentation with little recoverable detail or fidelity. This aligns with a very poor Visual Quality assessment.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. While some cues hint at a low-angle perspective and a general urban setting, the core elements described—specifically a clearly identifiable 1970s-era crimson tram, visible pedestrians in bell-bottoms and heavy jackets, and vintage bicycles—are not convincingly realized. The scene instead presents abstract architectural patterns and vague silhouettes, with no reliable depiction of the described actors or vehicles. Consequently, the alignment to the prompt is effectively minimal.\n\nPhysical/Common-sense Consistency:\nThe sequence shows only limited coherence with real-world expectations. Some generic urban cues exist, but the heavy abstraction and lack of recognizable objects prevent meaningful common-sense interpretation. There is no clear evidence of plausible interactions among people, vehicles, or street elements, and the overall scene does not convincingly reflect a lived-in urban environment. Overall, physical/common-sense consistency is weak.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 2\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.125,
+ "TA": 1.0078125,
+ "MQ": 1.03125,
+ "Overall": 3.15625
+ }
+ }
+ ],
+ "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: \"The camera tracks from a low angle, parallel to a faded crimson 1970s-era tram. It slowly but steadily weaves its way through narrow streets paved with ancient cobblestones, its body swaying slightly on the uneven tracks, emitting a rhythmic clanking sound. The streets are lined with creaking three- and four-story brick buildings. Pedestrians in bell-bottom pants and heavy jackets, along with citizens on vintage bicycles, expertly navigate the tram's path, sharing the crowded road. Under the diffuse light of an overcast sky, the scene's tones favor dull browns, grays, and faded reds, accentuating a rugged urban texture. A noticeable film grain enhances the retro atmosphere. Through the tram's large windows, the dim interior lights and the blurred figures of passengers can be vaguely seen, creating a nostalgic and vibrant sense of urban bustle\" \n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits extreme blur, heavy compression artifacts, and pronounced color banding that washes out details. Fine textures (cobblestones, brickwork, facial features) are indistinct, and motion blur dominates many regions. The result is a consistently low-clarity presentation with little recoverable detail or fidelity. This aligns with a very poor Visual Quality assessment.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is depicted. While some cues hint at a low-angle perspective and a general urban setting, the core elements described—specifically a clearly identifiable 1970s-era crimson tram, visible pedestrians in bell-bottoms and heavy jackets, and vintage bicycles—are not convincingly realized. The scene instead presents abstract architectural patterns and vague silhouettes, with no reliable depiction of the described actors or vehicles. Consequently, the alignment to the prompt is effectively minimal.\n\nPhysical/Common-sense Consistency:\nThe sequence shows only limited coherence with real-world expectations. Some generic urban cues exist, but the heavy abstraction and lack of recognizable objects prevent meaningful common-sense interpretation. There is no clear evidence of plausible interactions among people, vehicles, or street elements, and the overall scene does not convincingly reflect a lived-in urban environment. Overall, physical/common-sense consistency is weak.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 2\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "The camera tracks from a low angle, parallel to a faded crimson 1970s-era tram. It slowly but steadily weaves its way through narrow streets paved with ancient cobblestones, its body swaying slightly on the uneven tracks, emitting a rhythmic clanking sound. The streets are lined with creaking three- and four-story brick buildings. Pedestrians in bell-bottom pants and heavy jackets, along with citizens on vintage bicycles, expertly navigate the tram's path, sharing the crowded road. Under the diffuse light of an overcast sky, the scene's tones favor dull browns, grays, and faded reds, accentuating a rugged urban texture. A noticeable film grain enhances the retro atmosphere. Through the tram's large windows, the dim interior lights and the blurred figures of passengers can be vaguely seen, creating a nostalgic and vibrant sense of urban bustle.",
+ "seed": 12834,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_15/index_3449_seed_12834_dp_31_rank_62_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.546875,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.09375,
+ "video_score2_overall": 3.65625,
+ "avg": 3.65625,
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+ "question": "The camera tracks from a low angle, parallel to a faded crimson 1970s-era tram. It slowly but steadily weaves its way through narrow streets paved with ancient cobblestones, its body swaying slightly on the uneven tracks, emitting a rhythmic clanking sound. The streets are lined with creaking three- and four-story brick buildings. Pedestrians in bell-bottom pants and heavy jackets, along with citizens on vintage bicycles, expertly navigate the tram's path, sharing the crowded road. Under the diffuse light of an overcast sky, the scene's tones favor dull browns, grays, and faded reds, accentuating a rugged urban texture. A noticeable film grain enhances the retro atmosphere. Through the tram's large windows, the dim interior lights and the blurred figures of passengers can be vaguely seen, creating a nostalgic and vibrant sense of urban bustle.",
+ "token_credit_reward": 3.65625,
+ "selected_reward": 3.65625,
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+ ],
+ "credit_map_shape": [
+ 3,
+ 26,
+ 32
+ ],
+ "top_frames": [
+ 1,
+ 2,
+ 0
+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a scene with a low-angle tracking shot following a 1970s-era crimson tram through narrow cobblestone streets, with the vehicle swaying on uneven tracks and a bustling urban environment featuring pedestrians, bicycles, and period-appropriate architecture. The overall mood is intended to be nostalgic and vibrant, with muted browns, grays, and faded reds and a visible film-grain texture.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are dominated by heavy stylization and artifacts that obscure essential details. The imagery reads as abstract or heavily processed rather than a faithful depiction of the described scene. While some color hints (crimson tones) appear, they are overwhelmed by distortions and noise, making it difficult to discern architectural features, street textures, or human activity. The result is a very low-fidelity rendering where the core elements of the prompt are not clearly recognizable. Overall, Visual Quality is rated at 1.\n\nText-to-Video Alignment Assessment:\nThe video fails to capture the essential components of the prompt. There is no clear depiction of a 1970s-era crimson tram, no identifiable cobblestone street, and no visible pedestrians or cyclists. The scene appears abstract and does not convey the described urban environment or narrative progression. The alignment to the prompt is effectively non-existent, corresponding to a score of 1.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks coherent physical relationships and plausible spatial arrangement. Objects and scenes do not obey basic physical expectations (e.g., perspective, scale, or interaction with the environment), resulting in a highly inconsistent and unrealistic portrayal. This yields a score of 1 for Physical/Common-sense Consistency.\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.546875,
+ "TA": 1.015625,
+ "MQ": 1.09375,
+ "Overall": 3.65625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a scene with a low-angle tracking shot following a 1970s-era crimson tram through narrow cobblestone streets, with the vehicle swaying on uneven tracks and a bustling urban environment featuring pedestrians, bicycles, and period-appropriate architecture. The overall mood is intended to be nostalgic and vibrant, with muted browns, grays, and faded reds and a visible film-grain texture.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are dominated by heavy stylization and artifacts that obscure essential details. The imagery reads as abstract or heavily processed rather than a faithful depiction of the described scene. While some color hints (crimson tones) appear, they are overwhelmed by distortions and noise, making it difficult to discern architectural features, street textures, or human activity. The result is a very low-fidelity rendering where the core elements of the prompt are not clearly recognizable. Overall, Visual Quality is rated at 1.\n\nText-to-Video Alignment Assessment:\nThe video fails to capture the essential components of the prompt. There is no clear depiction of a 1970s-era crimson tram, no identifiable cobblestone street, and no visible pedestrians or cyclists. The scene appears abstract and does not convey the described urban environment or narrative progression. The alignment to the prompt is effectively non-existent, corresponding to a score of 1.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks coherent physical relationships and plausible spatial arrangement. Objects and scenes do not obey basic physical expectations (e.g., perspective, scale, or interaction with the environment), resulting in a highly inconsistent and unrealistic portrayal. This yields a score of 1 for Physical/Common-sense Consistency.\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_2/index_tensor([5808, 5808])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_2/index_tensor([5808, 5808])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..eca56855e4667c3f2fe413ea769af237d5dcc0cf
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_2/index_tensor([5808, 5808])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "single, wide-angle, static shot, shot from the ground, perfectly captures the inky blackness and velvety depths of the night sky. In the center of the frame, a firework, after a brief silence, suddenly explodes, releasing a tremendous burst of energy. In an instant, countless dazzling beams of pure white radiate from the core of the explosion, forming a vast, perfectly spherical body of light. Its dazzling brilliance temporarily transforms night into day, casting fleeting, sharp shadows on the ground. Each ray, like a delicate branch of ice crystals, forms a sharp outline against the extreme blackness, creating a striking, almost graphic contrast of light and dark. Having reached their maximum range, these fiery filaments of light seem to exhaust their kinetic energy, trailing a delicate trail as they gracefully and slowly descend, ultimately dissolving into wisps of fading stardust in the sky, returning the sky to a profound silence. The entire process is imbued with a magnificent, awe-inspiring, and fleeting visual impact.",
+ "seed": 23570,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_2/index_5808_seed_23570_dp_4_rank_8_sample_0_slot_0.mp4",
+ "sample_idx": 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 dramatic nighttime scene featuring a firework that explodes with a bright central flash, radiating white beams, a spherical light body, and a transition from night to day with ground shadows. The sequence should culminate in wisps of fading stardust and a return to silence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are dominated by heavy artifacts and distortions. The imagery is largely obscured by horizontal scan lines and digital noise, with only faint hints of light shapes beneath. The overall clarity is poor, and the content is barely recognizable. This results in a very low visual quality score (1).\n\nText-to-Video Alignment Assessment:\nThe video fails to realize the described scene. There is no clear evidence of a firework, explosion, or the dramatic lighting transformation. The visible elements do not align with the prompt, and the intended narrative is not conveyed. Alignment is effectively at the lowest level (1).\n\nPhysical/Common-sense Consistency:\nDue to the severe degradation, there is no reliable basis to assess physical realism or common-sense behavior. The content cannot be interpreted coherently, so the physical consistency score is also at the minimum (1).\n\nGround-truth scores: Visual Quality 1; Text-to-Video Alignment 1; Physical Consistency 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "Overall": 3.46875
+ }
+ }
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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 dramatic nighttime scene featuring a firework that explodes with a bright central flash, radiating white beams, a spherical light body, and a transition from night to day with ground shadows. The sequence should culminate in wisps of fading stardust and a return to silence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are dominated by heavy artifacts and distortions. The imagery is largely obscured by horizontal scan lines and digital noise, with only faint hints of light shapes beneath. The overall clarity is poor, and the content is barely recognizable. This results in a very low visual quality score (1).\n\nText-to-Video Alignment Assessment:\nThe video fails to realize the described scene. There is no clear evidence of a firework, explosion, or the dramatic lighting transformation. The visible elements do not align with the prompt, and the intended narrative is not conveyed. Alignment is effectively at the lowest level (1).\n\nPhysical/Common-sense Consistency:\nDue to the severe degradation, there is no reliable basis to assess physical realism or common-sense behavior. The content cannot be interpreted coherently, so the physical consistency score is also at the minimum (1).\n\nGround-truth scores: Visual Quality 1; Text-to-Video Alignment 1; Physical Consistency 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ {
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+ "seed": 23571,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_2/index_5808_seed_23571_dp_4_rank_8_sample_1_slot_1.mp4",
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+ "video_score2_overall": 3.65625,
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+ "question": "single, wide-angle, static shot, shot from the ground, perfectly captures the inky blackness and velvety depths of the night sky. In the center of the frame, a firework, after a brief silence, suddenly explodes, releasing a tremendous burst of energy. In an instant, countless dazzling beams of pure white radiate from the core of the explosion, forming a vast, perfectly spherical body of light. Its dazzling brilliance temporarily transforms night into day, casting fleeting, sharp shadows on the ground. Each ray, like a delicate branch of ice crystals, forms a sharp outline against the extreme blackness, creating a striking, almost graphic contrast of light and dark. Having reached their maximum range, these fiery filaments of light seem to exhaust their kinetic energy, trailing a delicate trail as they gracefully and slowly descend, ultimately dissolving into wisps of fading stardust in the sky, returning the sky to a profound silence. The entire process is imbued with a magnificent, awe-inspiring, and fleeting visual impact.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic nighttime scene featuring a firework that explodes with a bright central flash, followed by radiating beams of light, a spherical light body, and a transition from night to day with dynamic light rays and a gradual fade back to darkness.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are dominated by heavy artifacts and distortions. The sequence shows pronounced digital noise, scan-line patterns, and color banding that obscure details. The overall image quality is poor, with inconsistent brightness and frequent compression-like artifacts. While some faint light cues may be glimpsed through the noise, the content remains largely unreadable and the intended imagery is not recoverable. This results in a very low visual quality assessment.\n\nText-to-Video Alignment Assessment:\nThere is essentially no alignment with the described prompt. The frames do not reveal a recognizable firework, a spherical light body, or the transition from night to day. The visible content is too degraded to confirm any of the key elements, so the alignment score should be considered at the lowest level.\n\nPhysical/Common-sense Consistency Assessment:\nDue to the severe degradation, there is no basis to assess physical realism or common-sense behavior. The artifacts prevent any meaningful evaluation of lighting dynamics, motion, or scene coherence. Consequently, the physical/common-sense consistency score is at the lowest level.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
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+ "Overall": 3.65625
+ }
+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic nighttime scene featuring a firework that explodes with a bright central flash, followed by radiating beams of light, a spherical light body, and a transition from night to day with dynamic light rays and a gradual fade back to darkness.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are dominated by heavy artifacts and distortions. The sequence shows pronounced digital noise, scan-line patterns, and color banding that obscure details. The overall image quality is poor, with inconsistent brightness and frequent compression-like artifacts. While some faint light cues may be glimpsed through the noise, the content remains largely unreadable and the intended imagery is not recoverable. This results in a very low visual quality assessment.\n\nText-to-Video Alignment Assessment:\nThere is essentially no alignment with the described prompt. The frames do not reveal a recognizable firework, a spherical light body, or the transition from night to day. The visible content is too degraded to confirm any of the key elements, so the alignment score should be considered at the lowest level.\n\nPhysical/Common-sense Consistency Assessment:\nDue to the severe degradation, there is no basis to assess physical realism or common-sense behavior. The artifacts prevent any meaningful evaluation of lighting dynamics, motion, or scene coherence. Consequently, the physical/common-sense consistency score is at the lowest level.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ "seed": 23572,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_2/index_5808_seed_23572_dp_5_rank_10_sample_2_slot_0.mp4",
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+ "video_score2_vq": 1.140625,
+ "video_score2_ta": 1.03125,
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+ "video_score2_overall": 3.21875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic nighttime scene featuring a firework that explodes with a bright central flash, radiating white beams, a spherical light cloud, and a transition from night to day with ground shadows. The sequence should culminate in wisps of fading stardust and a return to silence.\n\nVisual Quality Assessment:\nAcross the frames, the overall visual quality is severely degraded. The imagery is consistently low in resolution with pronounced pixelation and compression artifacts. Frame 1 shows a dark background with a circular object and radial patterns; Frames 2–5 are dominated by heavy noise and artifacts, making it difficult to discern any meaningful content. The sequence exhibits strong temporal instability and abrupt transitions, resulting in a largely illegible visual experience. Overall, the video fails to deliver coherent visuals or a convincing rendering of the described scene.\n\nText-to-Video Alignment Assessment:\nThere is essentially no alignment with the prompt. The frames do not clearly depict a single wide-angle, ground-level shot of a firework explosion followed by a bright, expanding light cloud and a day-like glow. Instead, the content is dominated by abstract patterns and artifacts that obscure the intended narrative. The expected dynamic progression (silence, ignition, expansion, and dissolution) is not convincingly realized, and the core elements of the prompt are not recognizable.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks plausible physical behavior. The frames do not present a believable firework explosion, light propagation, or ground interaction. The observed patterns appear disconnected from real-world optics or lighting dynamics, and there is no coherent progression consistent with a fireworks display. The result is a fundamentally inconsistent depiction that does not support the described physical scenario.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.140625,
+ "TA": 1.03125,
+ "MQ": 1.046875,
+ "Overall": 3.21875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic nighttime scene featuring a firework that explodes with a bright central flash, radiating white beams, a spherical light cloud, and a transition from night to day with ground shadows. The sequence should culminate in wisps of fading stardust and a return to silence.\n\nVisual Quality Assessment:\nAcross the frames, the overall visual quality is severely degraded. The imagery is consistently low in resolution with pronounced pixelation and compression artifacts. Frame 1 shows a dark background with a circular object and radial patterns; Frames 2–5 are dominated by heavy noise and artifacts, making it difficult to discern any meaningful content. The sequence exhibits strong temporal instability and abrupt transitions, resulting in a largely illegible visual experience. Overall, the video fails to deliver coherent visuals or a convincing rendering of the described scene.\n\nText-to-Video Alignment Assessment:\nThere is essentially no alignment with the prompt. The frames do not clearly depict a single wide-angle, ground-level shot of a firework explosion followed by a bright, expanding light cloud and a day-like glow. Instead, the content is dominated by abstract patterns and artifacts that obscure the intended narrative. The expected dynamic progression (silence, ignition, expansion, and dissolution) is not convincingly realized, and the core elements of the prompt are not recognizable.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks plausible physical behavior. The frames do not present a believable firework explosion, light propagation, or ground interaction. The observed patterns appear disconnected from real-world optics or lighting dynamics, and there is no coherent progression consistent with a fireworks display. The result is a fundamentally inconsistent depiction that does not support the described physical scenario.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "single, wide-angle, static shot, shot from the ground, perfectly captures the inky blackness and velvety depths of the night sky. In the center of the frame, a firework, after a brief silence, suddenly explodes, releasing a tremendous burst of energy. In an instant, countless dazzling beams of pure white radiate from the core of the explosion, forming a vast, perfectly spherical body of light. Its dazzling brilliance temporarily transforms night into day, casting fleeting, sharp shadows on the ground. Each ray, like a delicate branch of ice crystals, forms a sharp outline against the extreme blackness, creating a striking, almost graphic contrast of light and dark. Having reached their maximum range, these fiery filaments of light seem to exhaust their kinetic energy, trailing a delicate trail as they gracefully and slowly descend, ultimately dissolving into wisps of fading stardust in the sky, returning the sky to a profound silence. The entire process is imbued with a magnificent, awe-inspiring, and fleeting visual impact.",
+ "seed": 23573,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_2/index_5808_seed_23573_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": 1.2421875,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.0625,
+ "video_score2_overall": 3.3125,
+ "avg": 3.3203125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "single, wide-angle, static shot, shot from the ground, perfectly captures the inky blackness and velvety depths of the night sky. In the center of the frame, a firework, after a brief silence, suddenly explodes, releasing a tremendous burst of energy. In an instant, countless dazzling beams of pure white radiate from the core of the explosion, forming a vast, perfectly spherical body of light. Its dazzling brilliance temporarily transforms night into day, casting fleeting, sharp shadows on the ground. Each ray, like a delicate branch of ice crystals, forms a sharp outline against the extreme blackness, creating a striking, almost graphic contrast of light and dark. Having reached their maximum range, these fiery filaments of light seem to exhaust their kinetic energy, trailing a delicate trail as they gracefully and slowly descend, ultimately dissolving into wisps of fading stardust in the sky, returning the sky to a profound silence. The entire process is imbued with a magnificent, awe-inspiring, and fleeting visual impact.",
+ "token_credit_reward": 3.3125,
+ "selected_reward": 3.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic nighttime scene featuring a firework that explodes with a bright central flash, radiating white beams, a spherical light cloud, and a transition from night to day with ground shadows. The sequence should culminate in wisps of fading stardust and a return to silence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are severely degraded. The imagery is consistently low in resolution with pronounced pixelation and heavy compression artifacts. Visible scan lines and digital noise dominate, producing a glitched appearance that obscures details. Frame-to-frame transitions are abrupt rather than smooth, and overall clarity is poor. The result is a video that reads as corrupted or heavily compressed rather than a coherent, high-fidelity render.\n\nText-to-Video Alignment Assessment:\nThere is essentially no alignment with the described prompt. The frames do not reveal a recognizable firework, a spherical light cloud, or any of the specified dynamic progression. The content appears as abstract digital noise with no discernible astronomical or pyrotechnic elements, making it impossible to map the narrative to the prompt.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks any plausible physical progression consistent with a real-world firework display. The abrupt, artifact-driven changes and absence of expected optical phenomena render the content inconsistent with common-sense expectations for such an event.\n\nOverall assessment:\nAll three dimensions are severely compromised, indicating a video that fails to meet basic standards across visual quality, alignment, and physical plausibility.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "TA": 1.015625,
+ "MQ": 1.0625,
+ "Overall": 3.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic nighttime scene featuring a firework that explodes with a bright central flash, radiating white beams, a spherical light cloud, and a transition from night to day with ground shadows. The sequence should culminate in wisps of fading stardust and a return to silence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are severely degraded. The imagery is consistently low in resolution with pronounced pixelation and heavy compression artifacts. Visible scan lines and digital noise dominate, producing a glitched appearance that obscures details. Frame-to-frame transitions are abrupt rather than smooth, and overall clarity is poor. The result is a video that reads as corrupted or heavily compressed rather than a coherent, high-fidelity render.\n\nText-to-Video Alignment Assessment:\nThere is essentially no alignment with the described prompt. The frames do not reveal a recognizable firework, a spherical light cloud, or any of the specified dynamic progression. The content appears as abstract digital noise with no discernible astronomical or pyrotechnic elements, making it impossible to map the narrative to the prompt.\n\nPhysical/Common-sense Consistency:\nThe sequence lacks any plausible physical progression consistent with a real-world firework display. The abrupt, artifact-driven changes and absence of expected optical phenomena render the content inconsistent with common-sense expectations for such an event.\n\nOverall assessment:\nAll three dimensions are severely compromised, indicating a video that fails to meet basic standards across visual quality, alignment, and physical plausibility.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_3/index_tensor([9231, 9231])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_3/index_tensor([9231, 9231])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..edf441fcedb5c6620b3933ee8278f3232d76249e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_3/index_tensor([9231, 9231])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium shot, shot from a slightly upward angle, follows the sword's swing with a swift, fluid pan to the right, capturing the crucial chopping moment in slow motion. In the frame, a middle-aged craftsman, dressed in a dark blue denim jacket and with muscular arms, grips a newly forged longsword with both hands. Under the soft, slanting afternoon sun, the blade gleams with a cool, sharp metallic sheen, a stream of silver light gliding across the pristine edge. He stands firmly in the gravel courtyard, a traditional wooden workshop behind him. His gaze focused, his weight lowered, he decisively swings the sword, slicing a swift, precise arc. The moment the blade contacts the vertical, emerald green bamboo pole, the scene shifts into slow motion, the sword's edge piercing unimpeded. The upper half of the bamboo pole smoothly tilts to the side and separates, revealing a mirror-smooth incision. A few drops of clear water splash from the fracture. The craftsman's movements are smooth and flowing. After completing the swing, the sword continues to move forward and finally stops steadily at the side of the body. The whole scene is full of concentration, strength and tranquility, perfectly showing the ultimate harmony between man and tool.",
+ "seed": 537,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_3/index_9231_seed_537_dp_6_rank_12_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.1953125,
+ "video_score2_ta": 1.0,
+ "video_score2_mq": 1.015625,
+ "video_score2_overall": 3.203125,
+ "avg": 3.2109375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a slightly upward angle, follows the sword's swing with a swift, fluid pan to the right, capturing the crucial chopping moment in slow motion. In the frame, a middle-aged craftsman, dressed in a dark blue denim jacket and with muscular arms, grips a newly forged longsword with both hands. Under the soft, slanting afternoon sun, the blade gleams with a cool, sharp metallic sheen, a stream of silver light gliding across the pristine edge. He stands firmly in the gravel courtyard, a traditional wooden workshop behind him. His gaze focused, his weight lowered, he decisively swings the sword, slicing a swift, precise arc. The moment the blade contacts the vertical, emerald green bamboo pole, the scene shifts into slow motion, the sword's edge piercing unimpeded. The upper half of the bamboo pole smoothly tilts to the side and separates, revealing a mirror-smooth incision. A few drops of clear water splash from the fracture. The craftsman's movements are smooth and flowing. After completing the swing, the sword continues to move forward and finally stops steadily at the side of the body. The whole scene is full of concentration, strength and tranquility, perfectly showing the ultimate harmony between man and tool.",
+ "token_credit_reward": 3.203125,
+ "selected_reward": 3.203125,
+ "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\nFirst, let me understand what the text prompt is asking for:\n- Medium shot, slightly upward angle\n- Follows sword's swing with swift, fluid pan to the right\n- Captures crucial chopping moment in slow motion\n- Shows a middle-aged craftsman in dark blue denim jacket with muscular arms\n- Grips a newly forged longsword with both hands\n- Under soft, slanting afternoon sun\n- Blade gleams with cool, sharp metallic sheen\n- Stream of silver light gliding across pristine edge\n- Standing in gravel courtyard\n- Traditional wooden workshop behind him\n- Gaze focused, weight lowered\n- Swift, precise arc of sword\n- Blade contacts vertical emerald green bamboo pole\n- Scene shifts to slow motion\n- Sword edge piercing unimpeded\n- Upper half of bamboo pole tilts to the side\n- Few drops of clear water splash from fracture\n- Smooth, flowing movements\n- Sword continues to move forward and stops steadily at side of body\n- Shows harmony between man and tool\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames exhibit extreme degradation that makes the content effectively unreadable. Severe digital artifacts, heavy noise, and pronounced compression obscure details, resulting in a near unusable image sequence. The overall visual quality is at the lowest end of the scale due to pervasive distortions and lack of clarity.\n\nText-to-Video Alignment Analysis:\nBecause the video is so degraded, there is no reliable correspondence to the described prompt. The intended scene elements (a craftsman, a sword, a bamboo pole, a workshop setting, lighting cues, and specific actions) cannot be confirmed in the frames, and the alignment to the prompt is effectively non-existent.\n\nPhysical/Common-sense Consistency:\nThe severe corruption prevents any meaningful assessment of physical realism or common-sense coherence. There is no discernible evidence of plausible interactions or consistent dynamics, so the dimension cannot be evaluated reliably.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
+ "MQ": 1
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+ "MQ": 1.015625,
+ "Overall": 3.203125
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Medium shot, slightly upward angle\n- Follows sword's swing with swift, fluid pan to the right\n- Captures crucial chopping moment in slow motion\n- Shows a middle-aged craftsman in dark blue denim jacket with muscular arms\n- Grips a newly forged longsword with both hands\n- Under soft, slanting afternoon sun\n- Blade gleams with cool, sharp metallic sheen\n- Stream of silver light gliding across pristine edge\n- Standing in gravel courtyard\n- Traditional wooden workshop behind him\n- Gaze focused, weight lowered\n- Swift, precise arc of sword\n- Blade contacts vertical emerald green bamboo pole\n- Scene shifts to slow motion\n- Sword edge piercing unimpeded\n- Upper half of bamboo pole tilts to the side\n- Few drops of clear water splash from fracture\n- Smooth, flowing movements\n- Sword continues to move forward and stops steadily at side of body\n- Shows harmony between man and tool\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames exhibit extreme degradation that makes the content effectively unreadable. Severe digital artifacts, heavy noise, and pronounced compression obscure details, resulting in a near unusable image sequence. The overall visual quality is at the lowest end of the scale due to pervasive distortions and lack of clarity.\n\nText-to-Video Alignment Analysis:\nBecause the video is so degraded, there is no reliable correspondence to the described prompt. The intended scene elements (a craftsman, a sword, a bamboo pole, a workshop setting, lighting cues, and specific actions) cannot be confirmed in the frames, and the alignment to the prompt is effectively non-existent.\n\nPhysical/Common-sense Consistency:\nThe severe corruption prevents any meaningful assessment of physical realism or common-sense coherence. There is no discernible evidence of plausible interactions or consistent dynamics, so the dimension cannot be evaluated reliably.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 538,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_3/index_9231_seed_538_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_overall": 3.21875,
+ "avg": 3.21875,
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+ "question": "medium shot, shot from a slightly upward angle, follows the sword's swing with a swift, fluid pan to the right, capturing the crucial chopping moment in slow motion. In the frame, a middle-aged craftsman, dressed in a dark blue denim jacket and with muscular arms, grips a newly forged longsword with both hands. Under the soft, slanting afternoon sun, the blade gleams with a cool, sharp metallic sheen, a stream of silver light gliding across the pristine edge. He stands firmly in the gravel courtyard, a traditional wooden workshop behind him. His gaze focused, his weight lowered, he decisively swings the sword, slicing a swift, precise arc. The moment the blade contacts the vertical, emerald green bamboo pole, the scene shifts into slow motion, the sword's edge piercing unimpeded. The upper half of the bamboo pole smoothly tilts to the side and separates, revealing a mirror-smooth incision. A few drops of clear water splash from the fracture. The craftsman's movements are smooth and flowing. After completing the swing, the sword continues to move forward and finally stops steadily at the side of the body. The whole scene is full of concentration, strength and tranquility, perfectly showing the ultimate harmony between man and tool.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Medium shot, slightly upward angle\n- Follows a sword's swing with a swift, fluid pan to the right\n- Capturing the crucial chopping moment in slow motion\n- Shows a middle-aged craftsman in dark blue denim jacket with muscular arms\n- Grips a newly forged longsword with both hands\n- Under soft, slanting afternoon sun\n- Blade gleams with cool, sharp metallic sheen\n- Stream of silver light gliding across pristine edge\n- Standing in gravel courtyard\n- Traditional wooden workshop behind him\n- Focused gaze, lowered weight, decisive swing\n- Sword slicing through vertical emerald green bamboo pole\n- Scene shifts to slow motion\n- Sword edge piercing unimpeded\n- Upper half of bamboo pole tilts to the side\n- Drops of clear water splash from the fracture\n- Smooth, flowing movements\n- Sword continues to move forward and stops steadily at side of body\n- Shows harmony between man and tool\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy compression artifacts, pronounced noise, and pervasive digital artifacts that obscure details. Color bleeding and banding are evident, and the image remains consistently blurry with limited sharpness. The sequence shows noticeable instability and flicker, contributing to a poor viewing experience. Overall, the video fails to deliver credible visual fidelity.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not depict a craftsman, a sword, a workshop setting, or any of the specified actions. Instead, the content centers on abstract, glitchy visuals with color distortions and artifacts, completely missing the requested narrative and scene elements.\n\nPhysical/Common-sense Consistency:\nThe video lacks coherent physical behavior and plausible interactions. The imagery is dominated by digital noise and unstable patterns rather than any believable material response or human action, resulting in a lack of common-sense consistency.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "TA": 1.0,
+ "MQ": 1.0234375,
+ "Overall": 3.21875
+ }
+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Medium shot, slightly upward angle\n- Follows a sword's swing with a swift, fluid pan to the right\n- Capturing the crucial chopping moment in slow motion\n- Shows a middle-aged craftsman in dark blue denim jacket with muscular arms\n- Grips a newly forged longsword with both hands\n- Under soft, slanting afternoon sun\n- Blade gleams with cool, sharp metallic sheen\n- Stream of silver light gliding across pristine edge\n- Standing in gravel courtyard\n- Traditional wooden workshop behind him\n- Focused gaze, lowered weight, decisive swing\n- Sword slicing through vertical emerald green bamboo pole\n- Scene shifts to slow motion\n- Sword edge piercing unimpeded\n- Upper half of bamboo pole tilts to the side\n- Drops of clear water splash from the fracture\n- Smooth, flowing movements\n- Sword continues to move forward and stops steadily at side of body\n- Shows harmony between man and tool\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy compression artifacts, pronounced noise, and pervasive digital artifacts that obscure details. Color bleeding and banding are evident, and the image remains consistently blurry with limited sharpness. The sequence shows noticeable instability and flicker, contributing to a poor viewing experience. Overall, the video fails to deliver credible visual fidelity.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the described prompt. The frames do not depict a craftsman, a sword, a workshop setting, or any of the specified actions. Instead, the content centers on abstract, glitchy visuals with color distortions and artifacts, completely missing the requested narrative and scene elements.\n\nPhysical/Common-sense Consistency:\nThe video lacks coherent physical behavior and plausible interactions. The imagery is dominated by digital noise and unstable patterns rather than any believable material response or human action, resulting in a lack of common-sense consistency.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
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+ "seed": 539,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_3/index_9231_seed_539_dp_7_rank_14_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 1.0078125,
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+ "video_score2_overall": 3.21875,
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+ "question": "medium shot, shot from a slightly upward angle, follows the sword's swing with a swift, fluid pan to the right, capturing the crucial chopping moment in slow motion. In the frame, a middle-aged craftsman, dressed in a dark blue denim jacket and with muscular arms, grips a newly forged longsword with both hands. Under the soft, slanting afternoon sun, the blade gleams with a cool, sharp metallic sheen, a stream of silver light gliding across the pristine edge. He stands firmly in the gravel courtyard, a traditional wooden workshop behind him. His gaze focused, his weight lowered, he decisively swings the sword, slicing a swift, precise arc. The moment the blade contacts the vertical, emerald green bamboo pole, the scene shifts into slow motion, the sword's edge piercing unimpeded. The upper half of the bamboo pole smoothly tilts to the side and separates, revealing a mirror-smooth incision. A few drops of clear water splash from the fracture. The craftsman's movements are smooth and flowing. After completing the swing, the sword continues to move forward and finally stops steadily at the side of the body. The whole scene is full of concentration, strength and tranquility, perfectly showing the ultimate harmony between man and tool.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Medium shot, slightly upward angle\n- Follows a sword's swing with a swift, fluid pan to the right\n- Capturing the crucial chopping moment in slow motion\n- Shows a middle-aged craftsman in dark blue denim jacket with muscular arms\n- Grips a newly forged longsword with both hands\n- Under soft, slanting afternoon sun\n- Blade gleams with cool, sharp metallic sheen\n- Stream of silver light gliding across pristine edge\n- Standing in gravel courtyard\n- Traditional wooden workshop behind him\n- Focused gaze, weight lowered\n- Swift, precise arc of sword\n- Moment blade contacts vertical emerald green bamboo pole\n- Scene shifts to slow motion\n- Sword edge piercing unimpeded\n- Upper half of bamboo pole tilts to the side\n- Drops of clear water splash from fracture\n- Smooth, flowing movements\n- Sword continues to move forward and stops steadily at side of body\n- Shows harmony between man and tool\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. Color bleeding and digital artifacts dominate the image, making it impossible to discern objects or actions. The sequence lacks clarity and coherence, resulting in a near unusable visual presentation.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not reveal any craftsman, sword, workshop, or outdoor setting described in the prompt; instead they show abstract patterns and distortions. The requested elements (a craftsman, a sword, a workshop environment, and a bamboo-pole cutting sequence) are not present, indicating a complete mismatch between the prompt and the video content.\n\nPhysical/Common-sense Consistency:\nThe content does not display plausible physical interactions or common-sense behavior. There are no recognizable objects or actions to evaluate for realism, and the visuals are so corrupted that meaningful assessment is not possible. Overall, there is no demonstrable physical consistency.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.1953125,
+ "TA": 1.0078125,
+ "MQ": 1.015625,
+ "Overall": 3.21875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Medium shot, slightly upward angle\n- Follows a sword's swing with a swift, fluid pan to the right\n- Capturing the crucial chopping moment in slow motion\n- Shows a middle-aged craftsman in dark blue denim jacket with muscular arms\n- Grips a newly forged longsword with both hands\n- Under soft, slanting afternoon sun\n- Blade gleams with cool, sharp metallic sheen\n- Stream of silver light gliding across pristine edge\n- Standing in gravel courtyard\n- Traditional wooden workshop behind him\n- Focused gaze, weight lowered\n- Swift, precise arc of sword\n- Moment blade contacts vertical emerald green bamboo pole\n- Scene shifts to slow motion\n- Sword edge piercing unimpeded\n- Upper half of bamboo pole tilts to the side\n- Drops of clear water splash from fracture\n- Smooth, flowing movements\n- Sword continues to move forward and stops steadily at side of body\n- Shows harmony between man and tool\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. Color bleeding and digital artifacts dominate the image, making it impossible to discern objects or actions. The sequence lacks clarity and coherence, resulting in a near unusable visual presentation.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not reveal any craftsman, sword, workshop, or outdoor setting described in the prompt; instead they show abstract patterns and distortions. The requested elements (a craftsman, a sword, a workshop environment, and a bamboo-pole cutting sequence) are not present, indicating a complete mismatch between the prompt and the video content.\n\nPhysical/Common-sense Consistency:\nThe content does not display plausible physical interactions or common-sense behavior. There are no recognizable objects or actions to evaluate for realism, and the visuals are so corrupted that meaningful assessment is not possible. Overall, there is no demonstrable physical consistency.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "medium shot, shot from a slightly upward angle, follows the sword's swing with a swift, fluid pan to the right, capturing the crucial chopping moment in slow motion. In the frame, a middle-aged craftsman, dressed in a dark blue denim jacket and with muscular arms, grips a newly forged longsword with both hands. Under the soft, slanting afternoon sun, the blade gleams with a cool, sharp metallic sheen, a stream of silver light gliding across the pristine edge. He stands firmly in the gravel courtyard, a traditional wooden workshop behind him. His gaze focused, his weight lowered, he decisively swings the sword, slicing a swift, precise arc. The moment the blade contacts the vertical, emerald green bamboo pole, the scene shifts into slow motion, the sword's edge piercing unimpeded. The upper half of the bamboo pole smoothly tilts to the side and separates, revealing a mirror-smooth incision. A few drops of clear water splash from the fracture. The craftsman's movements are smooth and flowing. After completing the swing, the sword continues to move forward and finally stops steadily at the side of the body. The whole scene is full of concentration, strength and tranquility, perfectly showing the ultimate harmony between man and tool.",
+ "seed": 540,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_3/index_9231_seed_540_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": 1.2109375,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.03125,
+ "video_score2_overall": 3.25,
+ "avg": 3.25,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a slightly upward angle, follows the sword's swing with a swift, fluid pan to the right, capturing the crucial chopping moment in slow motion. In the frame, a middle-aged craftsman, dressed in a dark blue denim jacket and with muscular arms, grips a newly forged longsword with both hands. Under the soft, slanting afternoon sun, the blade gleams with a cool, sharp metallic sheen, a stream of silver light gliding across the pristine edge. He stands firmly in the gravel courtyard, a traditional wooden workshop behind him. His gaze focused, his weight lowered, he decisively swings the sword, slicing a swift, precise arc. The moment the blade contacts the vertical, emerald green bamboo pole, the scene shifts into slow motion, the sword's edge piercing unimpeded. The upper half of the bamboo pole smoothly tilts to the side and separates, revealing a mirror-smooth incision. A few drops of clear water splash from the fracture. The craftsman's movements are smooth and flowing. After completing the swing, the sword continues to move forward and finally stops steadily at the side of the body. The whole scene is full of concentration, strength and tranquility, perfectly showing the ultimate harmony between man and tool.",
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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 carefully.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle following a sword's swing with a swift, fluid pan to the right, capturing the crucial chopping moment in slow motion. It envisions a middle-aged craftsman in a dark blue denim jacket with muscular arms gripping a newly forged longsword, under soft slanting afternoon sun, with the blade gleaming and a stream of silver light across the pristine edge. The scene should show a gravel courtyard, a traditional wooden workshop behind him, a focused gaze, a decisive swing, contact with a vertical emerald green bamboo pole, slow motion, a smooth tilt of the upper pole, and water droplets from the fracture, culminating in a steady stop at the side of the body.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The resolution is very low, with heavy compression artifacts, pronounced noise, and pervasive color banding. Details are indistinct, edges are blurred, and there is noticeable frame-to-frame instability that disrupts any sense of smooth motion. Lighting appears inconsistent and often artificial, further diminishing clarity. Overall, the video presents a markedly poor visual quality that obscures essential details and makes it impossible to discern the intended actions or subjects.\n\nText-to-Video Alignment Analysis:\nGiven the severe degradation, the video fails to convey the described scene. There is no identifiable craftsman, no discernible sword, no visible bamboo pole, and no water droplets or other key elements. The sequence does not reflect the prompt’s composition, and the overall narrative alignment is effectively absent. The result is a near-total misalignment between the textual description and the visual content.\n\nPhysical Consistency (Common-sense):\nThe extreme degradation prevents any meaningful assessment of physical realism or common-sense coherence. No reliable cues about object interactions, spatial relationships, or plausible motion can be inferred from the frames, so the video cannot demonstrate coherent physical behavior or adherence to basic physical principles.\n\nGround-truth scores:\nVisual Quality: 1\nText-to-Video Alignment: 1\nPhysical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.2109375,
+ "TA": 1.0078125,
+ "MQ": 1.03125,
+ "Overall": 3.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle following a sword's swing with a swift, fluid pan to the right, capturing the crucial chopping moment in slow motion. It envisions a middle-aged craftsman in a dark blue denim jacket with muscular arms gripping a newly forged longsword, under soft slanting afternoon sun, with the blade gleaming and a stream of silver light across the pristine edge. The scene should show a gravel courtyard, a traditional wooden workshop behind him, a focused gaze, a decisive swing, contact with a vertical emerald green bamboo pole, slow motion, a smooth tilt of the upper pole, and water droplets from the fracture, culminating in a steady stop at the side of the body.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The resolution is very low, with heavy compression artifacts, pronounced noise, and pervasive color banding. Details are indistinct, edges are blurred, and there is noticeable frame-to-frame instability that disrupts any sense of smooth motion. Lighting appears inconsistent and often artificial, further diminishing clarity. Overall, the video presents a markedly poor visual quality that obscures essential details and makes it impossible to discern the intended actions or subjects.\n\nText-to-Video Alignment Analysis:\nGiven the severe degradation, the video fails to convey the described scene. There is no identifiable craftsman, no discernible sword, no visible bamboo pole, and no water droplets or other key elements. The sequence does not reflect the prompt’s composition, and the overall narrative alignment is effectively absent. The result is a near-total misalignment between the textual description and the visual content.\n\nPhysical Consistency (Common-sense):\nThe extreme degradation prevents any meaningful assessment of physical realism or common-sense coherence. No reliable cues about object interactions, spatial relationships, or plausible motion can be inferred from the frames, so the video cannot demonstrate coherent physical behavior or adherence to basic physical principles.\n\nGround-truth scores:\nVisual Quality: 1\nText-to-Video Alignment: 1\nPhysical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_4/index_tensor([6325, 6325])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_4/index_tensor([6325, 6325])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..10c90afc54d29f99b2c95dd892c219b469d891c4
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_4/index_tensor([6325, 6325])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "This incredibly close, static shot, with a very shallow depth of field, focuses on a small wild mouse, its soft brown-gray fur rendered in surreal detail. The mouse is hunched, its entire body focused on the task at hand: carefully biting a delicate, slender branch, gripped tightly in its tiny, pink paws. Its sharp, white incisors are clearly visible, deliberately carved into the branch's bark, scraping away tiny chips of the light-catching, pale wood. The camera remains perfectly still, allowing the viewer to observe the swift, precise movements of the rodent's jaws and the subtle twitching of its whiskers. The scene is illuminated by soft, diffuse natural light, creating gentle highlights in the mouse's fur and a subtle glint in its dark, beady eyes. The background is completely abstracted into a soft, painterly blur composed of gentle greens and earthy browns, creating an atmosphere of tranquility, focus, and intimacy, drawing everyone's attention to this simple, captivating act of nature.",
+ "seed": 6605,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_4/index_6325_seed_6605_dp_8_rank_16_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.2578125,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.0546875,
+ "video_score2_overall": 3.34375,
+ "avg": 3.328125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "This incredibly close, static shot, with a very shallow depth of field, focuses on a small wild mouse, its soft brown-gray fur rendered in surreal detail. The mouse is hunched, its entire body focused on the task at hand: carefully biting a delicate, slender branch, gripped tightly in its tiny, pink paws. Its sharp, white incisors are clearly visible, deliberately carved into the branch's bark, scraping away tiny chips of the light-catching, pale wood. The camera remains perfectly still, allowing the viewer to observe the swift, precise movements of the rodent's jaws and the subtle twitching of its whiskers. The scene is illuminated by soft, diffuse natural light, creating gentle highlights in the mouse's fur and a subtle glint in its dark, beady eyes. The background is completely abstracted into a soft, painterly blur composed of gentle greens and earthy browns, creating an atmosphere of tranquility, focus, and intimacy, drawing everyone's attention to this simple, captivating act of nature.",
+ "token_credit_reward": 3.34375,
+ "selected_reward": 3.34375,
+ "frame_importance": [
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+ 0.36193880438804626
+ ],
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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 \"This incredibly close, static shot, with a very shallow depth of field, focuses on a small wild mouse, its soft brown-gray fur rendered in surreal detail. The mouse is hunched, its entire body focused on the task at hand: carefully biting a delicate, slender branch, gripped tightly in its tiny, pink paws. Its sharp, white incisors are clearly visible, deliberately carved into the branch's bark, scraping away tiny chips of the light-catching, pale wood. The camera remains perfectly still, allowing the viewer to observe the swift, precise movements of the rodent's jaws and the subtle twitching of its whiskers. The scene is illuminated by soft, diffuse natural light, creating gentle highlights in the mouse's fur and a subtle glint in its dark, beady eyes. The background is completely abstracted into a soft, painterly blur composed of gentle greens and earthy browns, creating an atmosphere of tranquility, focus, and intimacy, drawing everyone's attention to this simple, captivating act of nature.\"\n\nVisual Quality Assessment:\nAcross the frames, the video shows severe degradation that obscures essential details. The resolution is extremely low, with heavy pixelation and pervasive artifacts. A strong color cast and pronounced noise dominate the image, and there is noticeable instability between frames. Overall clarity is poor, making it impossible to discern the mouse or any fine features. Given these conditions, the visual quality is rated 1/5.\n\nText-to-Video Alignment Assessment:\nThe video fails to realize the described scene. There is no clear mouse, no discernible branch interaction, and no convincing depiction of the specified actions. The content does not align with the prompt, resulting in a near-complete misalignment. The alignment score is 1/5.\n\nPhysical/Common-sense Consistency:\nDue to the extreme degradation, assessing physical realism or common-sense coherence is not feasible. No reliable cues about anatomy, motion, or environmental interaction can be inferred, so the overall physical consistency is effectively 1/5.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
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+ ]
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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 \"This incredibly close, static shot, with a very shallow depth of field, focuses on a small wild mouse, its soft brown-gray fur rendered in surreal detail. The mouse is hunched, its entire body focused on the task at hand: carefully biting a delicate, slender branch, gripped tightly in its tiny, pink paws. Its sharp, white incisors are clearly visible, deliberately carved into the branch's bark, scraping away tiny chips of the light-catching, pale wood. The camera remains perfectly still, allowing the viewer to observe the swift, precise movements of the rodent's jaws and the subtle twitching of its whiskers. The scene is illuminated by soft, diffuse natural light, creating gentle highlights in the mouse's fur and a subtle glint in its dark, beady eyes. The background is completely abstracted into a soft, painterly blur composed of gentle greens and earthy browns, creating an atmosphere of tranquility, focus, and intimacy, drawing everyone's attention to this simple, captivating act of nature.\"\n\nVisual Quality Assessment:\nAcross the frames, the video exhibits extremely poor visual quality. The resolution is effectively unusable, with pervasive blur and heavy compression artifacts that obscure details. The image is dominated by horizontal scan lines and digital noise, making it impossible to discern the mouse or any fine features. Color bleeding and banding further degrade readability, and there is little to no sharpness or polish. Overall, the footage is not usable for meaningful viewing and would score at the lowest end of the scale (1).\n\nText-to-Video Alignment Assessment:\nThere is essentially no alignment between the prompt and what is visible. The frames do not reveal a mouse, a branch, or any of the described actions due to the severe degradation. While faint color hints may exist, they do not correspond to the detailed, specific imagery in the prompt, and the scene cannot be interpreted as the intended close, static shot focusing on a rodent. The mismatch is complete, resulting in a score of 1.\n\nPhysical/Common-sense Consistency:\nBecause the content is not interpretable, there is no basis to assess physical realism or common-sense coherence. The extreme distortion prevents any meaningful evaluation of how objects might interact or move, so the dimension is scored at the lowest level (1).\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "TA": 1.0078125,
+ "MQ": 1.015625,
+ "Overall": 3.203125
+ }
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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 \"This incredibly close, static shot, with a very shallow depth of field, focuses on a small wild mouse, its soft brown-gray fur rendered in surreal detail. The mouse is hunched, its entire body focused on the task at hand: carefully biting a delicate, slender branch, gripped tightly in its tiny, pink paws. Its sharp, white incisors are clearly visible, deliberately carved into the branch's bark, scraping away tiny chips of the light-catching, pale wood. The camera remains perfectly still, allowing the viewer to observe the swift, precise movements of the rodent's jaws and the subtle twitching of its whiskers. The scene is illuminated by soft, diffuse natural light, creating gentle highlights in the mouse's fur and a subtle glint in its dark, beady eyes. The background is completely abstracted into a soft, painterly blur composed of gentle greens and earthy browns, creating an atmosphere of tranquility, focus, and intimacy, drawing everyone's attention to this simple, captivating act of nature.\"\n\nVisual Quality Assessment:\nAcross the frames, the video exhibits extremely poor visual quality. The resolution is effectively unusable, with pervasive blur and heavy compression artifacts that obscure details. The image is dominated by horizontal scan lines and digital noise, making it impossible to discern the mouse or any fine features. Color bleeding and banding further degrade readability, and there is little to no sharpness or polish. Overall, the footage is not usable for meaningful viewing and would score at the lowest end of the scale (1).\n\nText-to-Video Alignment Assessment:\nThere is essentially no alignment between the prompt and what is visible. The frames do not reveal a mouse, a branch, or any of the described actions due to the severe degradation. While faint color hints may exist, they do not correspond to the detailed, specific imagery in the prompt, and the scene cannot be interpreted as the intended close, static shot focusing on a rodent. The mismatch is complete, resulting in a score of 1.\n\nPhysical/Common-sense Consistency:\nBecause the content is not interpretable, there is no basis to assess physical realism or common-sense coherence. The extreme distortion prevents any meaningful evaluation of how objects might interact or move, so the dimension is scored at the lowest level (1).\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ "seed": 6607,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_4/index_6325_seed_6607_dp_9_rank_18_sample_2_slot_0.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A close, static shot with very shallow depth of field\n- Focus on a small wild mouse with soft brown-gray fur\n- Mouse should be hunched, biting a delicate, slender branch\n- Sharp white incisors visible, carving into the branch bark\n- Mouse gripping the branch with tiny pink paws\n- Swift, precise movements of jaw and subtle twitching of whiskers\n- Soft, diffuse natural light creating gentle highlights\n- Completely abstracted background in soft painterly blur with greens and earthy browns\n- Atmosphere of tranquility, focus, and intimacy\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation that makes the content largely unreadable. There is pervasive blur, heavy compression artifacts, and pronounced color banding across the image. Fine details are indistinct, and the overall image quality is poor. While some basic shapes may be perceived, the scene cannot be interpreted reliably due to the extent of distortion. Overall, Visual Quality is rated 1/5.\n\nText-to-Video Alignment Analysis:\nBecause the video is so degraded, the alignment with the prompt cannot be established. The specific elements described (a mouse, a branch, precise movements, lighting cues, and the abstracted background) are not discernible, and no meaningful correspondence can be confirmed. The alignment score is 1/5.\n\nPhysical/Common-sense Consistency:\nThe extreme degradation prevents any credible assessment of physical realism or common-sense behavior. No reliable inference about plausible interactions between the mouse and the branch can be made, and the scene does not provide enough information to support a consistent physical interpretation. The physical/common-sense consistency score is 1/5.\n\nGround-truth scores:\nVisual Quality: 1\nText-to-Video Alignment: 1\nPhysical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "TA": 1.0078125,
+ "MQ": 1.0234375,
+ "Overall": 3.15625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A close, static shot with very shallow depth of field\n- Focus on a small wild mouse with soft brown-gray fur\n- Mouse should be hunched, biting a delicate, slender branch\n- Sharp white incisors visible, carving into the branch bark\n- Mouse gripping the branch with tiny pink paws\n- Swift, precise movements of jaw and subtle twitching of whiskers\n- Soft, diffuse natural light creating gentle highlights\n- Completely abstracted background in soft painterly blur with greens and earthy browns\n- Atmosphere of tranquility, focus, and intimacy\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation that makes the content largely unreadable. There is pervasive blur, heavy compression artifacts, and pronounced color banding across the image. Fine details are indistinct, and the overall image quality is poor. While some basic shapes may be perceived, the scene cannot be interpreted reliably due to the extent of distortion. Overall, Visual Quality is rated 1/5.\n\nText-to-Video Alignment Analysis:\nBecause the video is so degraded, the alignment with the prompt cannot be established. The specific elements described (a mouse, a branch, precise movements, lighting cues, and the abstracted background) are not discernible, and no meaningful correspondence can be confirmed. The alignment score is 1/5.\n\nPhysical/Common-sense Consistency:\nThe extreme degradation prevents any credible assessment of physical realism or common-sense behavior. No reliable inference about plausible interactions between the mouse and the branch can be made, and the scene does not provide enough information to support a consistent physical interpretation. The physical/common-sense consistency score is 1/5.\n\nGround-truth scores:\nVisual Quality: 1\nText-to-Video Alignment: 1\nPhysical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "This incredibly close, static shot, with a very shallow depth of field, focuses on a small wild mouse, its soft brown-gray fur rendered in surreal detail. The mouse is hunched, its entire body focused on the task at hand: carefully biting a delicate, slender branch, gripped tightly in its tiny, pink paws. Its sharp, white incisors are clearly visible, deliberately carved into the branch's bark, scraping away tiny chips of the light-catching, pale wood. The camera remains perfectly still, allowing the viewer to observe the swift, precise movements of the rodent's jaws and the subtle twitching of its whiskers. The scene is illuminated by soft, diffuse natural light, creating gentle highlights in the mouse's fur and a subtle glint in its dark, beady eyes. The background is completely abstracted into a soft, painterly blur composed of gentle greens and earthy browns, creating an atmosphere of tranquility, focus, and intimacy, drawing everyone's attention to this simple, captivating act of nature.",
+ "seed": 6608,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_4/index_6325_seed_6608_dp_9_rank_18_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.2109375,
+ "video_score2_ta": 1.0,
+ "video_score2_mq": 1.015625,
+ "video_score2_overall": 3.234375,
+ "avg": 3.2265625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "This incredibly close, static shot, with a very shallow depth of field, focuses on a small wild mouse, its soft brown-gray fur rendered in surreal detail. The mouse is hunched, its entire body focused on the task at hand: carefully biting a delicate, slender branch, gripped tightly in its tiny, pink paws. Its sharp, white incisors are clearly visible, deliberately carved into the branch's bark, scraping away tiny chips of the light-catching, pale wood. The camera remains perfectly still, allowing the viewer to observe the swift, precise movements of the rodent's jaws and the subtle twitching of its whiskers. The scene is illuminated by soft, diffuse natural light, creating gentle highlights in the mouse's fur and a subtle glint in its dark, beady eyes. The background is completely abstracted into a soft, painterly blur composed of gentle greens and earthy browns, creating an atmosphere of tranquility, focus, and intimacy, drawing everyone's attention to this simple, captivating act of nature.",
+ "token_credit_reward": 3.234375,
+ "selected_reward": 3.234375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An incredibly close, static shot with very shallow depth of field\n- Focuses on a small wild mouse with soft brown-gray fur rendered in surreal detail\n- Mouse is hunched, carefully biting a delicate, slender branch\n- Mouse has pink paws gripping the branch\n- Sharp, white incisors clearly visible, deliberately carved into the branch's bark\n- Mouse is creating tiny chips of light-catching pale wood\n- Camera remains perfectly still\n- Swift, precise movements of rodent's jaws and subtle twitching of whiskers\n- Soft, diffuse natural light illuminating the scene\n- Gentle highlights in mouse's fur and subtle glint in dark, beady eyes\n- Completely abstracted background in soft, painterly blur with gentle greens and earthy browns\n- Atmosphere of tranquility, focus, and intimacy\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation that makes the content largely unreadable. The resolution is extremely low, with heavy pixelation and pervasive artifacts. There is pronounced motion blur and inconsistent lighting across frames, producing a chaotic, unstable image. Fine details are indistinguishable, and overall clarity is poor. The sequence lacks stable framing and coherent rendering, resulting in a visually unusable result.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not reveal a mouse or any of the described actions (biting a branch, visible incisors, etc.). Instead, the imagery is dominated by abstract patterns and distortions that obscure any meaningful subject. The core elements of the prompt are not present, indicating a complete mismatch between the text and the video content.\n\nPhysical/Common-sense Consistency:\nThe visuals are so degraded that assessing physical realism or common-sense coherence is not feasible. No discernible animal form or plausible interaction can be inferred, and the scene does not convey any believable physical behavior. The overall result reflects a lack of physical consistency due to the extreme degradation rather than any coherent depiction of the intended scenario.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "TA": 1.0,
+ "MQ": 1.015625,
+ "Overall": 3.234375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An incredibly close, static shot with very shallow depth of field\n- Focuses on a small wild mouse with soft brown-gray fur rendered in surreal detail\n- Mouse is hunched, carefully biting a delicate, slender branch\n- Mouse has pink paws gripping the branch\n- Sharp, white incisors clearly visible, deliberately carved into the branch's bark\n- Mouse is creating tiny chips of light-catching pale wood\n- Camera remains perfectly still\n- Swift, precise movements of rodent's jaws and subtle twitching of whiskers\n- Soft, diffuse natural light illuminating the scene\n- Gentle highlights in mouse's fur and subtle glint in dark, beady eyes\n- Completely abstracted background in soft, painterly blur with gentle greens and earthy browns\n- Atmosphere of tranquility, focus, and intimacy\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation that makes the content largely unreadable. The resolution is extremely low, with heavy pixelation and pervasive artifacts. There is pronounced motion blur and inconsistent lighting across frames, producing a chaotic, unstable image. Fine details are indistinguishable, and overall clarity is poor. The sequence lacks stable framing and coherent rendering, resulting in a visually unusable result.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not reveal a mouse or any of the described actions (biting a branch, visible incisors, etc.). Instead, the imagery is dominated by abstract patterns and distortions that obscure any meaningful subject. The core elements of the prompt are not present, indicating a complete mismatch between the text and the video content.\n\nPhysical/Common-sense Consistency:\nThe visuals are so degraded that assessing physical realism or common-sense coherence is not feasible. No discernible animal form or plausible interaction can be inferred, and the scene does not convey any believable physical behavior. The overall result reflects a lack of physical consistency due to the extreme degradation rather than any coherent depiction of the intended scenario.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_5/index_tensor([3344, 3344])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_5/index_tensor([3344, 3344])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..229a178d2c2d228bd5045554eb3cec1ce5740690
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_5/index_tensor([3344, 3344])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "striking close-up shot, captured almost parallel to the water's surface, shows a plump, bright red apple immersed in perfectly transparent, crystal-clear water, seething violently. Countless bubbles of varying sizes surge violently upward from the bottom, causing the apple to gently swirl and bob up and down within the scalding current. Illuminated by bright, focused overhead light, the apple's smooth skin is coated in countless fine, crystalline bubbles, which continuously form and rapidly rise, seemingly coating it in a dynamic, shimmering layer. Thick, scalding white steam curls up from the turbulent surface, creating a hazy, dynamic area in front of the camera and blurring the edges of the background. The light penetrating the water not only saturates the apple's red color but also reflects a brilliant light from each tumbling bubble. The entire scene, shrouded in pure and intense visual contrast, creates an atmosphere of concentration that is both primal and imbued with scientific beauty.",
+ "seed": 11180,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_5/index_3344_seed_11180_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
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+ "video_score2_vq": 1.53125,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.1015625,
+ "video_score2_overall": 3.65625,
+ "avg": 3.6484375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "striking close-up shot, captured almost parallel to the water's surface, shows a plump, bright red apple immersed in perfectly transparent, crystal-clear water, seething violently. Countless bubbles of varying sizes surge violently upward from the bottom, causing the apple to gently swirl and bob up and down within the scalding current. Illuminated by bright, focused overhead light, the apple's smooth skin is coated in countless fine, crystalline bubbles, which continuously form and rapidly rise, seemingly coating it in a dynamic, shimmering layer. Thick, scalding white steam curls up from the turbulent surface, creating a hazy, dynamic area in front of the camera and blurring the edges of the background. The light penetrating the water not only saturates the apple's red color but also reflects a brilliant light from each tumbling bubble. The entire scene, shrouded in pure and intense visual contrast, creates an atmosphere of concentration that is both primal and imbued with scientific beauty.",
+ "token_credit_reward": 3.65625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a striking close-up shot of a plump, bright red apple immersed in perfectly transparent, crystal-clear water, with seething, bubbling action, illuminated by bright overhead light, and a dynamic scene with bubbles rising and steam curling from the surface. In the actual video, none of these key elements are realized. The frames show abstract patterns with black-and-white stripes and no identifiable apple or water, resulting in a complete mismatch between the prompt and the visuals.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy processing that yields abstract, striped motifs rather than any recognizable subject. The result is extremely low clarity, with severe loss of detail and a lack of smooth motion. The imagery reads as digital noise or glitch art rather than a coherent scene, indicating very poor visual quality overall.\n\nText-to-Video Alignment Analysis:\nThere is a total failure to align with the prompt. No apple, no water, no bubbles, no steam, and no lighting effects matching the description appear in the frames. The content is entirely unrelated to the requested scenario, reflecting a score of 1 for alignment.\n\nPhysical/Common-sense Consistency:\nThe abstract, patterned content offers no plausible physical behavior or real-world coherence. It does not depict any physically consistent phenomena (no apple-water interaction, no buoyancy, no light scattering, etc.). This results in a score of 1 for physical/common-sense consistency.\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
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+ "Overall": 3.65625
+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a striking close-up shot of a plump, bright red apple immersed in perfectly transparent, crystal-clear water, with seething, bubbling action, illuminated by bright overhead light, and a dynamic scene with bubbles rising and steam curling from the surface. In the actual video, none of these key elements are realized. The frames show abstract patterns with black-and-white stripes and no identifiable apple or water, resulting in a complete mismatch between the prompt and the visuals.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy processing that yields abstract, striped motifs rather than any recognizable subject. The result is extremely low clarity, with severe loss of detail and a lack of smooth motion. The imagery reads as digital noise or glitch art rather than a coherent scene, indicating very poor visual quality overall.\n\nText-to-Video Alignment Analysis:\nThere is a total failure to align with the prompt. No apple, no water, no bubbles, no steam, and no lighting effects matching the description appear in the frames. The content is entirely unrelated to the requested scenario, reflecting a score of 1 for alignment.\n\nPhysical/Common-sense Consistency:\nThe abstract, patterned content offers no plausible physical behavior or real-world coherence. It does not depict any physically consistent phenomena (no apple-water interaction, no buoyancy, no light scattering, etc.). This results in a score of 1 for physical/common-sense consistency.\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
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+ "seed": 11181,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_5/index_3344_seed_11181_dp_10_rank_20_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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A striking close-up shot\n- Captured almost parallel to the water's surface\n- Shows a plump, bright red apple\n- Immersed in perfectly transparent, crystal-clear water\n- Seething violently\n- Countless bubbles of varying sizes\n- Bubbles surge violently upward from the bottom\n- Apple gently swirls and bobs up and down\n- Within the scalding current\n- Illuminated by bright, focused overhead light\n- Apple's smooth skin coated in countless fine, crystalline bubbles\n- Continuously form and rapidly rise\n- Creating a dynamic, shimmering layer\n- Thick, scalding white steam curls up from the turbulent surface\n- Creating a hazy, dynamic area in front of the camera\n- Blurring the edges of the background\n- Light penetrating the water not only saturates the apple's red color\n- Also reflects a brilliant light from each tumbling bubble\n- Creates an atmosphere of concentration that is both primal and scientific beauty\n\nNow let me examine the actual video frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy digital artifacts, pronounced distortions, and a strong striped overlay across the image. The result is a highly unstable, low-clarity presentation with inconsistent brightness and color, making it impossible to discern any meaningful content. Overall, the visual quality is at the lowest level (score 1).\n\nText-to-Video Alignment Analysis:\nThere is no alignment with the requested scene. The frames do not depict a red apple, water, bubbles, steam, or the described lighting or motion. Instead, they present abstract, corrupted imagery dominated by artifacts and distortions. This constitutes a complete mismatch with the prompt (score 1).\n\nPhysical/Common-sense Consistency:\nThe content lacks any coherent physical depiction or plausible interaction; there is no water dynamics, no object behavior, and no lighting consistent with the described scenario. The result is a fundamentally inconsistent representation with no meaningful physical plausibility (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.546875,
+ "TA": 1.0078125,
+ "MQ": 1.09375,
+ "Overall": 3.65625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A striking close-up shot\n- Captured almost parallel to the water's surface\n- Shows a plump, bright red apple\n- Immersed in perfectly transparent, crystal-clear water\n- Seething violently\n- Countless bubbles of varying sizes\n- Bubbles surge violently upward from the bottom\n- Apple gently swirls and bobs up and down\n- Within the scalding current\n- Illuminated by bright, focused overhead light\n- Apple's smooth skin coated in countless fine, crystalline bubbles\n- Continuously form and rapidly rise\n- Creating a dynamic, shimmering layer\n- Thick, scalding white steam curls up from the turbulent surface\n- Creating a hazy, dynamic area in front of the camera\n- Blurring the edges of the background\n- Light penetrating the water not only saturates the apple's red color\n- Also reflects a brilliant light from each tumbling bubble\n- Creates an atmosphere of concentration that is both primal and scientific beauty\n\nNow let me examine the actual video frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy digital artifacts, pronounced distortions, and a strong striped overlay across the image. The result is a highly unstable, low-clarity presentation with inconsistent brightness and color, making it impossible to discern any meaningful content. Overall, the visual quality is at the lowest level (score 1).\n\nText-to-Video Alignment Analysis:\nThere is no alignment with the requested scene. The frames do not depict a red apple, water, bubbles, steam, or the described lighting or motion. Instead, they present abstract, corrupted imagery dominated by artifacts and distortions. This constitutes a complete mismatch with the prompt (score 1).\n\nPhysical/Common-sense Consistency:\nThe content lacks any coherent physical depiction or plausible interaction; there is no water dynamics, no object behavior, and no lighting consistent with the described scenario. The result is a fundamentally inconsistent representation with no meaningful physical plausibility (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 11182,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_5/index_3344_seed_11182_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 1.3984375,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0625,
+ "video_score2_overall": 3.46875,
+ "avg": 3.46875,
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+ "token_credit_reward": 3.46875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A striking close-up shot\n- Captured almost parallel to the water's surface\n- Shows a plump, bright red apple\n- Immersed in perfectly transparent, crystal-clear water\n- Seething violently\n- Countless bubbles of varying sizes\n- Bubbles surge violently upward from the bottom\n- Apple gently swirls and bobs up and down\n- Within the scalding current\n- Illuminated by bright, focused overhead light\n- Apple's smooth skin is coated in countless fine, crystalline bubbles\n- Continuously form and rapidly rise\n- Creating a dynamic, shimmering layer\n- Thick, scalding white steam curls up from the turbulent surface\n- Creating a hazy, dynamic area in front of the camera\n- Blurring the edges of the background\n- Light penetrating the water not only saturates the apple's red color\n- Also reflects a brilliant light from each tumbling bubble\n- Creates an atmosphere of concentration that is both primal and scientific beauty\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit heavy digital artifacts, pronounced distortions, and persistent noise that obscure any meaningful content. The imagery is dominated by abstract patterns rather than recognizable objects or scenes, making it impossible to discern details or subjects. This results in a very low level of visual clarity and perceptual coherence throughout the video.\n\nText-to-Video Alignment Analysis:\nThere is no alignment with the requested prompt. The frames do not depict a red apple, water, bubbles, lighting, steam, or any of the described elements. Instead, they present corrupted, abstract imagery with no relation to the specified scenario, indicating a complete failure to translate the textual description into a coherent visual representation.\n\nPhysical/Common-sense Consistency:\nThe content lacks any plausible physical behavior or common-sense cues. The visuals do not reflect real-world physics (e.g., no liquid dynamics, no object interactions, no consistent lighting or motion). The result is a fundamentally inconsistent depiction that does not support any sensible interpretation of the intended scene.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.3984375,
+ "TA": 1.0078125,
+ "MQ": 1.0625,
+ "Overall": 3.46875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A striking close-up shot\n- Captured almost parallel to the water's surface\n- Shows a plump, bright red apple\n- Immersed in perfectly transparent, crystal-clear water\n- Seething violently\n- Countless bubbles of varying sizes\n- Bubbles surge violently upward from the bottom\n- Apple gently swirls and bobs up and down\n- Within the scalding current\n- Illuminated by bright, focused overhead light\n- Apple's smooth skin is coated in countless fine, crystalline bubbles\n- Continuously form and rapidly rise\n- Creating a dynamic, shimmering layer\n- Thick, scalding white steam curls up from the turbulent surface\n- Creating a hazy, dynamic area in front of the camera\n- Blurring the edges of the background\n- Light penetrating the water not only saturates the apple's red color\n- Also reflects a brilliant light from each tumbling bubble\n- Creates an atmosphere of concentration that is both primal and scientific beauty\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit heavy digital artifacts, pronounced distortions, and persistent noise that obscure any meaningful content. The imagery is dominated by abstract patterns rather than recognizable objects or scenes, making it impossible to discern details or subjects. This results in a very low level of visual clarity and perceptual coherence throughout the video.\n\nText-to-Video Alignment Analysis:\nThere is no alignment with the requested prompt. The frames do not depict a red apple, water, bubbles, lighting, steam, or any of the described elements. Instead, they present corrupted, abstract imagery with no relation to the specified scenario, indicating a complete failure to translate the textual description into a coherent visual representation.\n\nPhysical/Common-sense Consistency:\nThe content lacks any plausible physical behavior or common-sense cues. The visuals do not reflect real-world physics (e.g., no liquid dynamics, no object interactions, no consistent lighting or motion). The result is a fundamentally inconsistent depiction that does not support any sensible interpretation of the intended scene.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "striking close-up shot, captured almost parallel to the water's surface, shows a plump, bright red apple immersed in perfectly transparent, crystal-clear water, seething violently. Countless bubbles of varying sizes surge violently upward from the bottom, causing the apple to gently swirl and bob up and down within the scalding current. Illuminated by bright, focused overhead light, the apple's smooth skin is coated in countless fine, crystalline bubbles, which continuously form and rapidly rise, seemingly coating it in a dynamic, shimmering layer. Thick, scalding white steam curls up from the turbulent surface, creating a hazy, dynamic area in front of the camera and blurring the edges of the background. The light penetrating the water not only saturates the apple's red color but also reflects a brilliant light from each tumbling bubble. The entire scene, shrouded in pure and intense visual contrast, creates an atmosphere of concentration that is both primal and imbued with scientific beauty.",
+ "seed": 11183,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_5/index_3344_seed_11183_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": 2.015625,
+ "video_score2_ta": 1.046875,
+ "video_score2_mq": 1.2890625,
+ "video_score2_overall": 4.34375,
+ "avg": 4.3515625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "striking close-up shot, captured almost parallel to the water's surface, shows a plump, bright red apple immersed in perfectly transparent, crystal-clear water, seething violently. Countless bubbles of varying sizes surge violently upward from the bottom, causing the apple to gently swirl and bob up and down within the scalding current. Illuminated by bright, focused overhead light, the apple's smooth skin is coated in countless fine, crystalline bubbles, which continuously form and rapidly rise, seemingly coating it in a dynamic, shimmering layer. Thick, scalding white steam curls up from the turbulent surface, creating a hazy, dynamic area in front of the camera and blurring the edges of the background. The light penetrating the water not only saturates the apple's red color but also reflects a brilliant light from each tumbling bubble. The entire scene, shrouded in pure and intense visual contrast, creates an atmosphere of concentration that is both primal and imbued with scientific beauty.",
+ "token_credit_reward": 4.34375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a striking close-up shot of a plump, bright red apple immersed in perfectly transparent, crystal-clear water, with seething bubbles, bright overhead illumination, and a dynamic scene where the apple sways and steam rises. In the actual video, the core elements are not realized: there is no clearly identifiable apple, no visible bubbles or turbulence, and no steam; lighting is dim and the scene lacks the described visual dynamics. Overall, the video fails to capture the essential aspects of the prompt.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy processing artifacts and distortions. The image appears fragmented with grid-like overlays and color bleeding, making it difficult to discern any meaningful content. The result is a severely degraded image with poor clarity and inconsistent rendering across frames, indicating very low visual quality.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the video. The key elements—an apple, water with bubbles and turbulence, bright overhead lighting, and steam—are absent. The video presents abstract patterns instead of the described scene, resulting in a complete mismatch with the original instructions.\n\nPhysical/Common-sense Consistency:\nThe abstract, artifact-driven visuals do not reflect plausible physical behavior. There is no coherent object interaction, no realistic water dynamics, and no consistent lighting or motion cues. The scene lacks any semblance of real-world physics, rendering it inconsistent with common-sense expectations.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "MQ": 1.2890625,
+ "Overall": 4.34375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a striking close-up shot of a plump, bright red apple immersed in perfectly transparent, crystal-clear water, with seething bubbles, bright overhead illumination, and a dynamic scene where the apple sways and steam rises. In the actual video, the core elements are not realized: there is no clearly identifiable apple, no visible bubbles or turbulence, and no steam; lighting is dim and the scene lacks the described visual dynamics. Overall, the video fails to capture the essential aspects of the prompt.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy processing artifacts and distortions. The image appears fragmented with grid-like overlays and color bleeding, making it difficult to discern any meaningful content. The result is a severely degraded image with poor clarity and inconsistent rendering across frames, indicating very low visual quality.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment between the prompt and the video. The key elements—an apple, water with bubbles and turbulence, bright overhead lighting, and steam—are absent. The video presents abstract patterns instead of the described scene, resulting in a complete mismatch with the original instructions.\n\nPhysical/Common-sense Consistency:\nThe abstract, artifact-driven visuals do not reflect plausible physical behavior. There is no coherent object interaction, no realistic water dynamics, and no consistent lighting or motion cues. The scene lacks any semblance of real-world physics, rendering it inconsistent with common-sense expectations.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_6/index_tensor([8176, 8176])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_6/index_tensor([8176, 8176])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc1b5770d5317e7f3a0777b87e27df492387b26e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_6/index_tensor([8176, 8176])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 16084,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_6/index_8176_seed_16084_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_mq": 1.0625,
+ "video_score2_overall": 3.4375,
+ "avg": 3.4375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level medium shot, rendered in a vibrant manga style, captures the climax of an epic mock-battle between two cats. The entire scene is defined by bold, inky black outlines and a highly saturated color palette, emulating classic comic book illustrations. The action unfolds on the highest platform of a towering, multi-story feline fortress constructed from beige carpet and clad in sash rope. On the left, a furry orange tabby is caught mid-air in an acrobatic pounce, its body arched and its front paws playfully extended toward its opponent. To counterattack, a sleek, glossy black cat crouches low on the platform and swiftly strikes upward with one hooded paw. The air between them is filled with dynamic visuals: sharp white action lines trace the trajectories of their pounces and slaps, and where their paws almost connect, small, cartoonish \"poofs\" of fur erupt. Set against a solid, vibrant teal wall, the scene is bathed in bright, high-key lighting that casts very few hard-edged shadows, creating an atmosphere of interesting conflict full of energy and humor.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Static, eye-level medium shot\n- Rendered in vibrant manga style\n- Captures climax of epic mock-battle between two cats\n- Bold, inky black outlines and highly saturated color palette (classic comic book illustration)\n- Action unfolds on highest platform of towering, multi-story feline fortress\n- Beige carpet and sash rope construction\n- Left: orange tabby cat mid-air in acrobatic pounce with front paws extended\n- Right: sleek, glossy black cat crouching and striking upward with hooded paw\n- Dynamic visuals: sharp white action lines, \"poofs\" of fur where paws connect\n- Solid teal wall background\n- Bright, high-key lighting with few hard-edged shadows\n- Atmosphere of interesting conflict with energy and humor\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation. The resolution is extremely low with heavy pixelation and pervasive artifacts. The image is dominated by digital noise and scan-line distortions, making it impossible to discern details or subjects. Overall clarity is effectively absent, and the sequence appears largely static rather than conveying motion. This represents a fundamental failure in visual quality.\n\nText-to-Video Alignment Analysis:\nThere is no alignment with the requested content. The frames do not depict two cats in a manga-style battle; instead they present abstract, corrupted imagery with no recognizable characters or actions. The intended narrative elements—two cats, a multi-story fortress, specific poses, and dynamic combat—are not present. The result is a complete mismatch between prompt and output.\n\nPhysical/Common-sense Consistency:\nBecause the content is unreadable due to corruption, meaningful assessment of physical plausibility or common-sense coherence is not possible. There are no identifiable objects or interactions to evaluate, so the dimension remains at the lowest level.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "MQ": 1
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+ "Overall": 3.4375
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Static, eye-level medium shot\n- Rendered in vibrant manga style\n- Captures climax of epic mock-battle between two cats\n- Bold, inky black outlines and highly saturated color palette (classic comic book illustration)\n- Action unfolds on highest platform of towering, multi-story feline fortress\n- Beige carpet and sash rope construction\n- Left: orange tabby cat mid-air in acrobatic pounce with front paws extended\n- Right: sleek, glossy black cat crouching and striking upward with hooded paw\n- Dynamic visuals: sharp white action lines, \"poofs\" of fur where paws connect\n- Solid teal wall background\n- Bright, high-key lighting with few hard-edged shadows\n- Atmosphere of interesting conflict with energy and humor\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation. The resolution is extremely low with heavy pixelation and pervasive artifacts. The image is dominated by digital noise and scan-line distortions, making it impossible to discern details or subjects. Overall clarity is effectively absent, and the sequence appears largely static rather than conveying motion. This represents a fundamental failure in visual quality.\n\nText-to-Video Alignment Analysis:\nThere is no alignment with the requested content. The frames do not depict two cats in a manga-style battle; instead they present abstract, corrupted imagery with no recognizable characters or actions. The intended narrative elements—two cats, a multi-story fortress, specific poses, and dynamic combat—are not present. The result is a complete mismatch between prompt and output.\n\nPhysical/Common-sense Consistency:\nBecause the content is unreadable due to corruption, meaningful assessment of physical plausibility or common-sense coherence is not possible. There are no identifiable objects or interactions to evaluate, so the dimension remains at the lowest level.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ {
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+ "seed": 16085,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_6/index_8176_seed_16085_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_mq": 1.0625,
+ "video_score2_overall": 3.46875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Static, eye-level medium shot\n- Rendered in vibrant manga style\n- Captures climax of epic mock-battle between two cats\n- Bold, inky black outlines and highly saturated color palette (classic comic book illustration style)\n- Action unfolds on highest platform of towering, multi-story feline fortress\n- Beige carpet and sash rope construction\n- Left: furry orange tabby cat caught mid-air in acrobatic pounce, body arched, front paws extended toward opponent\n- Right: sleek, glossy black cat crouching low, striking upward with hooded paw\n- Dynamic visuals: sharp white action lines tracing trajectories, small cartoonish \"poofs\" of fur where paws almost connect\n- Solid, vibrant teal wall background\n- Bright, high-key lighting with few hard-edged shadows\n- Atmosphere of interesting conflict with energy and humor\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation. The imagery is dominated by heavy digital artifacts, extreme pixelation, and pronounced distortions that obliterate fine details. The overall clarity is extremely poor, with blocky, noisy patterns and color bleeding that obscure shapes and textures. The result reads as a corrupted or glitched render rather than a coherent scene, making it impossible to discern characters, actions, or setting. Overall, the visual quality is at the lowest end of the scale.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not reveal two cats, a multi-platform fortress, or any of the specified manga-style action cues. Instead, the content is overwhelmed by artifacts and noise, preventing recognition of the intended scene. The alignment score should be considered at the lowest level.\n\nPhysical/Common-sense Consistency:\nGiven the extent of distortion, there is no basis to assess plausible physics or common-sense behavior. The frames do not convey coherent spatial relations or believable interactions; the scene cannot be interpreted in terms of real-world physics or everyday expectations. This results in a minimal assessment for physical consistency.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.3984375,
+ "TA": 1.0078125,
+ "MQ": 1.0625,
+ "Overall": 3.46875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Static, eye-level medium shot\n- Rendered in vibrant manga style\n- Captures climax of epic mock-battle between two cats\n- Bold, inky black outlines and highly saturated color palette (classic comic book illustration style)\n- Action unfolds on highest platform of towering, multi-story feline fortress\n- Beige carpet and sash rope construction\n- Left: furry orange tabby cat caught mid-air in acrobatic pounce, body arched, front paws extended toward opponent\n- Right: sleek, glossy black cat crouching low, striking upward with hooded paw\n- Dynamic visuals: sharp white action lines tracing trajectories, small cartoonish \"poofs\" of fur where paws almost connect\n- Solid, vibrant teal wall background\n- Bright, high-key lighting with few hard-edged shadows\n- Atmosphere of interesting conflict with energy and humor\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation. The imagery is dominated by heavy digital artifacts, extreme pixelation, and pronounced distortions that obliterate fine details. The overall clarity is extremely poor, with blocky, noisy patterns and color bleeding that obscure shapes and textures. The result reads as a corrupted or glitched render rather than a coherent scene, making it impossible to discern characters, actions, or setting. Overall, the visual quality is at the lowest end of the scale.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not reveal two cats, a multi-platform fortress, or any of the specified manga-style action cues. Instead, the content is overwhelmed by artifacts and noise, preventing recognition of the intended scene. The alignment score should be considered at the lowest level.\n\nPhysical/Common-sense Consistency:\nGiven the extent of distortion, there is no basis to assess plausible physics or common-sense behavior. The frames do not convey coherent spatial relations or believable interactions; the scene cannot be interpreted in terms of real-world physics or everyday expectations. This results in a minimal assessment for physical consistency.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ {
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+ "seed": 16086,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_6/index_8176_seed_16086_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "group_idx": 6,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 1.6875,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.109375,
+ "video_score2_overall": 3.796875,
+ "avg": 3.8046875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a manga-style scene featuring two cats in a dramatic confrontation on a multi-story feline fortress, with specific actions, color palette, and visual effects. The actual video frames do not realize these elements; the content diverges significantly from the requested scenario.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy processing that yields a striped, tunnel-like pattern with little meaningful detail or clarity. The result is a severe loss of recognizability and coherence, making it impossible to discern any meaningful content. This represents a fundamental failure in visual quality.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames show no cats, no fortress, no action corresponding to a pounce or strike, and no inky outlines or comic-book aesthetics. The content is completely inconsistent with the requested scene, indicating a total misalignment at the video level.\n\nPhysical/Common-sense Consistency:\nThe imagery is so distorted that no plausible physical interaction or spatial relationships can be inferred. There is no coherent motion or geometry to evaluate, resulting in a complete breakdown of physical and common-sense consistency.\n\nOverall assessment:\nAll three dimensions fail catastrophically, with no recognizable content matching the prompt and no coherent physical behavior.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.6875,
+ "TA": 1.0078125,
+ "MQ": 1.109375,
+ "Overall": 3.796875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a manga-style scene featuring two cats in a dramatic confrontation on a multi-story feline fortress, with specific actions, color palette, and visual effects. The actual video frames do not realize these elements; the content diverges significantly from the requested scenario.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are dominated by heavy processing that yields a striped, tunnel-like pattern with little meaningful detail or clarity. The result is a severe loss of recognizability and coherence, making it impossible to discern any meaningful content. This represents a fundamental failure in visual quality.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames show no cats, no fortress, no action corresponding to a pounce or strike, and no inky outlines or comic-book aesthetics. The content is completely inconsistent with the requested scene, indicating a total misalignment at the video level.\n\nPhysical/Common-sense Consistency:\nThe imagery is so distorted that no plausible physical interaction or spatial relationships can be inferred. There is no coherent motion or geometry to evaluate, resulting in a complete breakdown of physical and common-sense consistency.\n\nOverall assessment:\nAll three dimensions fail catastrophically, with no recognizable content matching the prompt and no coherent physical behavior.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "static, eye-level medium shot, rendered in a vibrant manga style, captures the climax of an epic mock-battle between two cats. The entire scene is defined by bold, inky black outlines and a highly saturated color palette, emulating classic comic book illustrations. The action unfolds on the highest platform of a towering, multi-story feline fortress constructed from beige carpet and clad in sash rope. On the left, a furry orange tabby is caught mid-air in an acrobatic pounce, its body arched and its front paws playfully extended toward its opponent. To counterattack, a sleek, glossy black cat crouches low on the platform and swiftly strikes upward with one hooded paw. The air between them is filled with dynamic visuals: sharp white action lines trace the trajectories of their pounces and slaps, and where their paws almost connect, small, cartoonish \"poofs\" of fur erupt. Set against a solid, vibrant teal wall, the scene is bathed in bright, high-key lighting that casts very few hard-edged shadows, creating an atmosphere of interesting conflict full of energy and humor.",
+ "seed": 16087,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_6/index_8176_seed_16087_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": 1.28125,
+ "video_score2_ta": 1.0,
+ "video_score2_mq": 1.015625,
+ "video_score2_overall": 3.296875,
+ "avg": 3.296875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level medium shot, rendered in a vibrant manga style, captures the climax of an epic mock-battle between two cats. The entire scene is defined by bold, inky black outlines and a highly saturated color palette, emulating classic comic book illustrations. The action unfolds on the highest platform of a towering, multi-story feline fortress constructed from beige carpet and clad in sash rope. On the left, a furry orange tabby is caught mid-air in an acrobatic pounce, its body arched and its front paws playfully extended toward its opponent. To counterattack, a sleek, glossy black cat crouches low on the platform and swiftly strikes upward with one hooded paw. The air between them is filled with dynamic visuals: sharp white action lines trace the trajectories of their pounces and slaps, and where their paws almost connect, small, cartoonish \"poofs\" of fur erupt. Set against a solid, vibrant teal wall, the scene is bathed in bright, high-key lighting that casts very few hard-edged shadows, creating an atmosphere of interesting conflict full of energy and humor.",
+ "token_credit_reward": 3.296875,
+ "selected_reward": 3.296875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Static, eye-level medium shot\n- Rendered in vibrant manga style\n- Captures climax of epic mock-battle between two cats\n- Bold, inky black outlines and highly saturated color palette (classic comic book illustrations)\n- Action unfolds on highest platform of towering, multi-story feline fortress\n- Beige carpet and sash rope construction\n- Left: orange tabby cat mid-air in acrobatic pounce with front paws extended\n- Right: sleek, glossy black cat crouching and striking upward with hooded paw\n- Dynamic visuals with sharp white action lines tracing trajectories\n- Small cartoonish \"poofs\" of fur where paws almost connect\n- Solid vibrant teal wall background\n- Bright, high-key lighting with few hard-edged shadows\n- Atmosphere of interesting conflict with energy and humor\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy digital noise and artifacts dominate, with pronounced horizontal striping and scan-line interference. The image is largely unreadable due to extreme pixelation and distortion, making it impossible to discern any meaningful content or structure. Overall visual quality is at the lowest level, with no recoverable detail or clarity.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested content. The frames do not reveal two cats, a manga-style battle, a multi-story fortress, or any of the specified actions or effects. The content is completely unrelated to the prompt, indicating a total failure in text-to-video alignment.\n\nPhysical/Common-sense Consistency:\nBecause the frames lack recognizable objects or scenes, there is no basis to assess physical plausibility or common-sense coherence. The extreme corruption prevents any meaningful evaluation of how elements might interact or whether the scene follows basic physical expectations.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "TA": 1.0,
+ "MQ": 1.015625,
+ "Overall": 3.296875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- Static, eye-level medium shot\n- Rendered in vibrant manga style\n- Captures climax of epic mock-battle between two cats\n- Bold, inky black outlines and highly saturated color palette (classic comic book illustrations)\n- Action unfolds on highest platform of towering, multi-story feline fortress\n- Beige carpet and sash rope construction\n- Left: orange tabby cat mid-air in acrobatic pounce with front paws extended\n- Right: sleek, glossy black cat crouching and striking upward with hooded paw\n- Dynamic visuals with sharp white action lines tracing trajectories\n- Small cartoonish \"poofs\" of fur where paws almost connect\n- Solid vibrant teal wall background\n- Bright, high-key lighting with few hard-edged shadows\n- Atmosphere of interesting conflict with energy and humor\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames show severe degradation: heavy digital noise and artifacts dominate, with pronounced horizontal striping and scan-line interference. The image is largely unreadable due to extreme pixelation and distortion, making it impossible to discern any meaningful content or structure. Overall visual quality is at the lowest level, with no recoverable detail or clarity.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested content. The frames do not reveal two cats, a manga-style battle, a multi-story fortress, or any of the specified actions or effects. The content is completely unrelated to the prompt, indicating a total failure in text-to-video alignment.\n\nPhysical/Common-sense Consistency:\nBecause the frames lack recognizable objects or scenes, there is no basis to assess physical plausibility or common-sense coherence. The extreme corruption prevents any meaningful evaluation of how elements might interact or whether the scene follows basic physical expectations.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_7/index_tensor([3473, 3473])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_7/index_tensor([3473, 3473])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6aacd4e64d64f9efecab4301eee8ba8a2d1fd596
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_7/index_tensor([3473, 3473])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 27839,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_7/index_3473_seed_27839_dp_14_rank_28_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_overall": 3.53125,
+ "avg": 3.5390625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An epic drone shot, panning slowly to the right, tracks a massive blue dragon as it majestically navigates a rugged mountain range shrouded in a thick sea of cloud. Soft morning sunlight pierces the clouds, creating a magnificent Tyndall-effect beam that illuminates this wonderland. The dragon's body, sinuous like a mountain range, is covered in shimmering, metallic, turquoise scales, each like a finely crafted jade, reflecting an ever-shifting iridescence in the light. It boasts antler-like horns and a long beard, while its golden eyes, gleaming with ancient wisdom, slowly survey its surroundings. Its slender and strong snake-like body gracefully meanders between several sharp, moss-covered rock peaks. Its movements are calm and powerful. Sometimes part of its body dives under the rolling white clouds, leaving only a glittering section of its back exposed, and then quietly emerges beside another mountain peak, perfectly showing the mysterious feeling of \"the dragon can only be seen from the head but not the tail\". The whole picture presents an epic atmosphere that is sacred, tranquil and full of majestic power.",
+ "token_credit_reward": 3.53125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- An epic drone shot, panning slowly to the right\n- Tracks a massive blue dragon as it majestically navigates a rugged mountain range\n- Shrouded in a thick sea of cloud\n- Soft morning sunlight pierces the clouds, creating a magnificent Tyndall-effect beam\n- Dragon's body covered in shimmering, metallic, turquoise scales\n- Each scale like a finely crafted jade, reflecting ever-shifting iridescence in the light\n- Dragon has antler-like horns and a long beard\n- Golden eyes, gleaming with ancient wisdom\n- Calm and powerful movements\n- Dragon sometimes dives under rolling white clouds, leaving only a glittering section of its back exposed\n- Quietly emerges beside another mountain peak\n- Shows \"the dragon can only be seen from the head but not the tail\" feeling\n- Epic atmosphere that is sacred, tranquil and full of majestic power\n\nNow let me examine the frames:\n\nLooking at the frames, I see abstract patterns with horizontal lines, some blue coloring, and what appears to be some kind of striped or lined pattern. The images seem to have a digital or technological appearance with horizontal striping effects. There's no clear indication of a dragon, mountains, clouds, sunlight, or any of the elements described in the prompt.\n\nVisual Quality Analysis:\nThe frames exhibit severe degradation: heavy digital artifacts, pronounced horizontal striping, and pervasive noise. The imagery is largely unreadable and lacks any coherent subject or scene structure. Transitions between frames are abrupt, and the overall presentation is dominated by glitch-like distortions rather than any meaningful content. This results in a very low visual quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not depict a dragon, mountains, clouds, lighting, or the described atmospheric elements; instead they show abstract digital patterns with no narrative coherence. The result reflects a complete mismatch between prompt and output (score 1).\n\nPhysical/Common-sense Consistency:\nGiven the absence of recognizable objects or scenes, there is no basis to evaluate plausible physical behavior or common-sense interactions. The content cannot be interpreted as a physically plausible scenario, and the overall assessment is at the lowest level (score 1).\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
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+ },
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+ "MQ": 1.0859375,
+ "Overall": 3.53125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- An epic drone shot, panning slowly to the right\n- Tracks a massive blue dragon as it majestically navigates a rugged mountain range\n- Shrouded in a thick sea of cloud\n- Soft morning sunlight pierces the clouds, creating a magnificent Tyndall-effect beam\n- Dragon's body covered in shimmering, metallic, turquoise scales\n- Each scale like a finely crafted jade, reflecting ever-shifting iridescence in the light\n- Dragon has antler-like horns and a long beard\n- Golden eyes, gleaming with ancient wisdom\n- Calm and powerful movements\n- Dragon sometimes dives under rolling white clouds, leaving only a glittering section of its back exposed\n- Quietly emerges beside another mountain peak\n- Shows \"the dragon can only be seen from the head but not the tail\" feeling\n- Epic atmosphere that is sacred, tranquil and full of majestic power\n\nNow let me examine the frames:\n\nLooking at the frames, I see abstract patterns with horizontal lines, some blue coloring, and what appears to be some kind of striped or lined pattern. The images seem to have a digital or technological appearance with horizontal striping effects. There's no clear indication of a dragon, mountains, clouds, sunlight, or any of the elements described in the prompt.\n\nVisual Quality Analysis:\nThe frames exhibit severe degradation: heavy digital artifacts, pronounced horizontal striping, and pervasive noise. The imagery is largely unreadable and lacks any coherent subject or scene structure. Transitions between frames are abrupt, and the overall presentation is dominated by glitch-like distortions rather than any meaningful content. This results in a very low visual quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not depict a dragon, mountains, clouds, lighting, or the described atmospheric elements; instead they show abstract digital patterns with no narrative coherence. The result reflects a complete mismatch between prompt and output (score 1).\n\nPhysical/Common-sense Consistency:\nGiven the absence of recognizable objects or scenes, there is no basis to evaluate plausible physical behavior or common-sense interactions. The content cannot be interpreted as a physically plausible scenario, and the overall assessment is at the lowest level (score 1).\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical/Common-sense Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 27840,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_7/index_3473_seed_27840_dp_14_rank_28_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.1171875,
+ "video_score2_overall": 3.65625,
+ "avg": 3.6640625,
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+ "question": "An epic drone shot, panning slowly to the right, tracks a massive blue dragon as it majestically navigates a rugged mountain range shrouded in a thick sea of cloud. Soft morning sunlight pierces the clouds, creating a magnificent Tyndall-effect beam that illuminates this wonderland. The dragon's body, sinuous like a mountain range, is covered in shimmering, metallic, turquoise scales, each like a finely crafted jade, reflecting an ever-shifting iridescence in the light. It boasts antler-like horns and a long beard, while its golden eyes, gleaming with ancient wisdom, slowly survey its surroundings. Its slender and strong snake-like body gracefully meanders between several sharp, moss-covered rock peaks. Its movements are calm and powerful. Sometimes part of its body dives under the rolling white clouds, leaving only a glittering section of its back exposed, and then quietly emerges beside another mountain peak, perfectly showing the mysterious feeling of \"the dragon can only be seen from the head but not the tail\". The whole picture presents an epic atmosphere that is sacred, tranquil and full of majestic power.",
+ "token_credit_reward": 3.65625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An epic drone shot, panning slowly to the right\n- Tracks a massive blue dragon as it majestically navigates a rugged mountain range shrouded in a thick sea of cloud\n- Soft morning sunlight pierces the clouds, creating a magnificent Tyndall-effect beam that illuminates this wonderland\n- Dragon's body, sinuous like a mountain range, covered in shimmering, metallic, turquoise scales, each like a finely crafted jade, reflecting an ever-shifting iridescence in the light\n- It boasts antler-like horns and a long beard, while its golden eyes, gleaming with ancient wisdom, slowly survey its surroundings\n- Its slender and strong snake-like body gracefully meanders between several sharp, moss-covered rock peaks\n- Its movements are calm and powerful\n- Somewhat part of its body dives under the rolling white clouds, leaving only a glittering section of its back exposed, and then quietly emerges beside another mountain peak\n- Perfectly showing the mysterious feeling of \"the dragon can only be seen from the head but not the tail\"\n- The whole picture presents an epic atmosphere that is sacred, tranquil and full of majestic power\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pronounced compression artifacts, and pervasive digital noise that obscure details. The imagery reads as synthetic or heavily processed, with color banding and inconsistent rendering across frames. The result is a lack of clarity and a consistently low-fidelity appearance throughout the sequence.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not depict a blue dragon, rugged mountains, or a sea of clouds; instead they present abstract or distorted imagery dominated by black-and-white patterns and geometric motifs. The requested elements (dragon anatomy, movement, lighting, and environmental context) are absent, and the scene fails to convey the epic, tranquil atmosphere described in the prompt.\n\nPhysical/Common-sense Consistency:\nThe visuals show no coherent physical behavior or plausible interaction with the environment. The imagery appears disconnected from any real-world physics, with patterns and distortions that contradict expected motion and lighting cues. Overall, there is a complete breakdown of physical and common-sense consistency.\n\nGround-truth scores indicate Visual Quality = 1, Text-to-Video Alignment = 1, and Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "TA": 1.0078125,
+ "MQ": 1.1171875,
+ "Overall": 3.65625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An epic drone shot, panning slowly to the right\n- Tracks a massive blue dragon as it majestically navigates a rugged mountain range shrouded in a thick sea of cloud\n- Soft morning sunlight pierces the clouds, creating a magnificent Tyndall-effect beam that illuminates this wonderland\n- Dragon's body, sinuous like a mountain range, covered in shimmering, metallic, turquoise scales, each like a finely crafted jade, reflecting an ever-shifting iridescence in the light\n- It boasts antler-like horns and a long beard, while its golden eyes, gleaming with ancient wisdom, slowly survey its surroundings\n- Its slender and strong snake-like body gracefully meanders between several sharp, moss-covered rock peaks\n- Its movements are calm and powerful\n- Somewhat part of its body dives under the rolling white clouds, leaving only a glittering section of its back exposed, and then quietly emerges beside another mountain peak\n- Perfectly showing the mysterious feeling of \"the dragon can only be seen from the head but not the tail\"\n- The whole picture presents an epic atmosphere that is sacred, tranquil and full of majestic power\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pronounced compression artifacts, and pervasive digital noise that obscure details. The imagery reads as synthetic or heavily processed, with color banding and inconsistent rendering across frames. The result is a lack of clarity and a consistently low-fidelity appearance throughout the sequence.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not depict a blue dragon, rugged mountains, or a sea of clouds; instead they present abstract or distorted imagery dominated by black-and-white patterns and geometric motifs. The requested elements (dragon anatomy, movement, lighting, and environmental context) are absent, and the scene fails to convey the epic, tranquil atmosphere described in the prompt.\n\nPhysical/Common-sense Consistency:\nThe visuals show no coherent physical behavior or plausible interaction with the environment. The imagery appears disconnected from any real-world physics, with patterns and distortions that contradict expected motion and lighting cues. Overall, there is a complete breakdown of physical and common-sense consistency.\n\nGround-truth scores indicate Visual Quality = 1, Text-to-Video Alignment = 1, and Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 27841,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_7/index_3473_seed_27841_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_mq": 1.0625,
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+ "token_credit_reward": 3.546875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An epic drone shot, panning slowly to the right\n- Tracks a massive blue dragon\n- Dragon navigates a rugged mountain range shrouded in thick sea of cloud\n- Soft morning sunlight pierces the clouds, creating a magnificent Tyndall-effect beam\n- Dragon has shimmering, metallic, turquoise scales like jade\n- Antler-like horns and long beard\n- Golden eyes, gleaming with ancient wisdom\n- Dragon moves calmly and powerfully\n- Dragon sometimes dives under rolling white clouds\n- Dragon can only be seen from head but not tail\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy digital artifacts, pronounced noise, and persistent color distortions that obscure details. The imagery reads as glitched or corrupted, with blocky textures and inconsistent rendering across frames. While some basic shapes are discernible, the scene lacks clarity, depth, and coherent lighting, making interpretation difficult. This aligns with a very low Visual Quality score (1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested content. The frames do not depict a blue dragon, rugged mountains, cloud cover, or the described lighting effects; instead they present abstract digital noise and artifacts. The intended narrative elements are not recognizable, resulting in a complete mismatch between prompt and output (score 1).\n\nPhysical/Common-sense Consistency:\nGiven the absence of recognizable objects or scenes, there is no basis to assess physical plausibility or common-sense coherence. The content does not convey any coherent physical behavior or world rules, effectively failing to meet this dimension (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "TA": 1.0078125,
+ "MQ": 1.0625,
+ "Overall": 3.546875
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- An epic drone shot, panning slowly to the right\n- Tracks a massive blue dragon\n- Dragon navigates a rugged mountain range shrouded in thick sea of cloud\n- Soft morning sunlight pierces the clouds, creating a magnificent Tyndall-effect beam\n- Dragon has shimmering, metallic, turquoise scales like jade\n- Antler-like horns and long beard\n- Golden eyes, gleaming with ancient wisdom\n- Dragon moves calmly and powerfully\n- Dragon sometimes dives under rolling white clouds\n- Dragon can only be seen from head but not tail\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy digital artifacts, pronounced noise, and persistent color distortions that obscure details. The imagery reads as glitched or corrupted, with blocky textures and inconsistent rendering across frames. While some basic shapes are discernible, the scene lacks clarity, depth, and coherent lighting, making interpretation difficult. This aligns with a very low Visual Quality score (1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested content. The frames do not depict a blue dragon, rugged mountains, cloud cover, or the described lighting effects; instead they present abstract digital noise and artifacts. The intended narrative elements are not recognizable, resulting in a complete mismatch between prompt and output (score 1).\n\nPhysical/Common-sense Consistency:\nGiven the absence of recognizable objects or scenes, there is no basis to assess physical plausibility or common-sense coherence. The content does not convey any coherent physical behavior or world rules, effectively failing to meet this dimension (score 1).\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "An epic drone shot, panning slowly to the right, tracks a massive blue dragon as it majestically navigates a rugged mountain range shrouded in a thick sea of cloud. Soft morning sunlight pierces the clouds, creating a magnificent Tyndall-effect beam that illuminates this wonderland. The dragon's body, sinuous like a mountain range, is covered in shimmering, metallic, turquoise scales, each like a finely crafted jade, reflecting an ever-shifting iridescence in the light. It boasts antler-like horns and a long beard, while its golden eyes, gleaming with ancient wisdom, slowly survey its surroundings. Its slender and strong snake-like body gracefully meanders between several sharp, moss-covered rock peaks. Its movements are calm and powerful. Sometimes part of its body dives under the rolling white clouds, leaving only a glittering section of its back exposed, and then quietly emerges beside another mountain peak, perfectly showing the mysterious feeling of \"the dragon can only be seen from the head but not the tail\". The whole picture presents an epic atmosphere that is sacred, tranquil and full of majestic power.",
+ "seed": 27842,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_7/index_3473_seed_27842_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.46875,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.046875,
+ "video_score2_overall": 3.515625,
+ "avg": 3.5234375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "An epic drone shot, panning slowly to the right, tracks a massive blue dragon as it majestically navigates a rugged mountain range shrouded in a thick sea of cloud. Soft morning sunlight pierces the clouds, creating a magnificent Tyndall-effect beam that illuminates this wonderland. The dragon's body, sinuous like a mountain range, is covered in shimmering, metallic, turquoise scales, each like a finely crafted jade, reflecting an ever-shifting iridescence in the light. It boasts antler-like horns and a long beard, while its golden eyes, gleaming with ancient wisdom, slowly survey its surroundings. Its slender and strong snake-like body gracefully meanders between several sharp, moss-covered rock peaks. Its movements are calm and powerful. Sometimes part of its body dives under the rolling white clouds, leaving only a glittering section of its back exposed, and then quietly emerges beside another mountain peak, perfectly showing the mysterious feeling of \"the dragon can only be seen from the head but not the tail\". The whole picture presents an epic atmosphere that is sacred, tranquil and full of majestic power.",
+ "token_credit_reward": 3.515625,
+ "selected_reward": 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. The text prompt describes:\n\n\"An epic drone shot, panning slowly to the right, tracks a massive blue dragon as it majestically navigates a rugged mountain range shrouded in a thick sea of cloud. Soft morning sunlight pierces the clouds, creating a magnificent Tyndall-effect beam that illuminates this wonderland. The dragon's body, sinuous like a mountain range, is covered in shimmering, metallic, turquoise scales, each like a finely crafted jade, reflecting an ever-shifting iridescence in the light. It boasts antler-like horns and a long beard, while its golden eyes, gleaming with ancient wisdom, slowly survey its surroundings. Its slender and strong snake-like body gracefully meanders between several sharp, moss-covered rock peaks. Its movements are calm and powerful. Sometimes part of its body dives under the rolling white clouds, leaving only a glittering section of its back exposed, and then quietly emerges beside another mountain peak, perfectly showing the mysterious feeling of 'the dragon can only be seen from the head but not the tail'. The whole picture presents an epic atmosphere that is sacred, tranquil and full of majestic power\"\n\nNow let me examine the frames:\n\nLooking at the frames, I see what appears to be heavily distorted, pixelated, and corrupted visual data. The images show:\n- Heavy digital artifacts and noise throughout\n- What appears to be a heavily compressed or corrupted file with vertical striping patterns\n- No clear discernible objects, landscapes, or any recognizable elements\n- The images look like they've been heavily processed with digital distortions\n- There's no clear indication of a dragon, mountains, clouds, or any coherent scene\n\nLet me evaluate each dimension:\n\nVisual Quality:\nThe frames exhibit extreme degradation with pervasive artifacts and noise that render the content indistinguishable. The overall visual quality is effectively unusable for meaningful interpretation. This aligns with a score of 1.\n\nText-to-Video Alignment:\nThere is no observable correspondence between the described prompt and the actual frames; the content cannot be identified as the dragon, mountains, lighting, or any other elements from the prompt. The alignment is essentially non-existent, corresponding to a score of 1.\n\nPhysical Consistency (Common-sense):\nWith no identifiable objects or scenes, there is no basis to assess physical plausibility or common-sense coherence. The frames do not convey any coherent physical world, resulting in a score of 1.\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.46875,
+ "TA": 1.0078125,
+ "MQ": 1.046875,
+ "Overall": 3.515625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes:\n\n\"An epic drone shot, panning slowly to the right, tracks a massive blue dragon as it majestically navigates a rugged mountain range shrouded in a thick sea of cloud. Soft morning sunlight pierces the clouds, creating a magnificent Tyndall-effect beam that illuminates this wonderland. The dragon's body, sinuous like a mountain range, is covered in shimmering, metallic, turquoise scales, each like a finely crafted jade, reflecting an ever-shifting iridescence in the light. It boasts antler-like horns and a long beard, while its golden eyes, gleaming with ancient wisdom, slowly survey its surroundings. Its slender and strong snake-like body gracefully meanders between several sharp, moss-covered rock peaks. Its movements are calm and powerful. Sometimes part of its body dives under the rolling white clouds, leaving only a glittering section of its back exposed, and then quietly emerges beside another mountain peak, perfectly showing the mysterious feeling of 'the dragon can only be seen from the head but not the tail'. The whole picture presents an epic atmosphere that is sacred, tranquil and full of majestic power\"\n\nNow let me examine the frames:\n\nLooking at the frames, I see what appears to be heavily distorted, pixelated, and corrupted visual data. The images show:\n- Heavy digital artifacts and noise throughout\n- What appears to be a heavily compressed or corrupted file with vertical striping patterns\n- No clear discernible objects, landscapes, or any recognizable elements\n- The images look like they've been heavily processed with digital distortions\n- There's no clear indication of a dragon, mountains, clouds, or any coherent scene\n\nLet me evaluate each dimension:\n\nVisual Quality:\nThe frames exhibit extreme degradation with pervasive artifacts and noise that render the content indistinguishable. The overall visual quality is effectively unusable for meaningful interpretation. This aligns with a score of 1.\n\nText-to-Video Alignment:\nThere is no observable correspondence between the described prompt and the actual frames; the content cannot be identified as the dragon, mountains, lighting, or any other elements from the prompt. The alignment is essentially non-existent, corresponding to a score of 1.\n\nPhysical Consistency (Common-sense):\nWith no identifiable objects or scenes, there is no basis to assess physical plausibility or common-sense coherence. The frames do not convey any coherent physical world, resulting in a score of 1.\n\nGround-truth scores: Visual Quality = 1; Text-to-Video Alignment = 1; Physical Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_8/index_tensor([158, 158])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_8/index_tensor([158, 158])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..870317fd08c78f021f02663cd5acd549ac65e7d3
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_8/index_tensor([158, 158])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "stunning high-angle aerial photograph, as if captured from a slowly gliding drone, drifting majestically forward, captures a picturesque coastal town nestled on a sun-drenched rocky peninsula that juts dramatically into the vast ocean. The town is a dense, harmonious cluster of buildings, featuring vibrant white stucco walls and vibrant terracotta tiled roofs, creating a stunning visual contrast under the bright, clear sunlight. Lush, emerald green palm trees dot the town's labyrinthine layout, their fronds swaying gently in the delicate sea breeze, punctuating small courtyards and lining narrow, invisible streets. The peninsula is enveloped by the deep blue of the open ocean, transitioning to a crystal turquoise where the water meets the land. Gentle white waves rhythmically lap against the golden sandy coves and rugged, weathered rock formations of the coastline, while brilliant sunlight makes the water's surface shimmer. Above, a vast, pale blue sky, dotted with a few wispy, slow-moving clouds, adds a sense of scale and whimsy to the serene, postcard-perfect scene, creating an idyllic atmosphere and highlighting the harmonious coexistence of the architecture with the surrounding natural beauty.",
+ "seed": 19478,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_8/index_158_seed_19478_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": 1.6953125,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.2109375,
+ "video_score2_overall": 3.9375,
+ "avg": 3.921875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "stunning high-angle aerial photograph, as if captured from a slowly gliding drone, drifting majestically forward, captures a picturesque coastal town nestled on a sun-drenched rocky peninsula that juts dramatically into the vast ocean. The town is a dense, harmonious cluster of buildings, featuring vibrant white stucco walls and vibrant terracotta tiled roofs, creating a stunning visual contrast under the bright, clear sunlight. Lush, emerald green palm trees dot the town's labyrinthine layout, their fronds swaying gently in the delicate sea breeze, punctuating small courtyards and lining narrow, invisible streets. The peninsula is enveloped by the deep blue of the open ocean, transitioning to a crystal turquoise where the water meets the land. Gentle white waves rhythmically lap against the golden sandy coves and rugged, weathered rock formations of the coastline, while brilliant sunlight makes the water's surface shimmer. Above, a vast, pale blue sky, dotted with a few wispy, slow-moving clouds, adds a sense of scale and whimsy to the serene, postcard-perfect scene, creating an idyllic atmosphere and highlighting the harmonious coexistence of the architecture with the surrounding natural beauty.",
+ "token_credit_reward": 3.9375,
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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\nFirst, let me understand what the text prompt is asking for:\n- A stunning high-angle aerial photograph\n- Captured from a slowly gliding drone, drifting majestically forward\n- Picturesque coastal town nestled on a sun-drenched rocky peninsula\n- Town features dense, harmonious cluster of buildings with vibrant white stucco walls and vibrant terracotta tiled roofs\n- Lush, emerald green palm trees dot the town's labyrinthine layout\n- Palm trees swaying gently in the delicate sea breeze\n- Small courtyards and narrow, invisible streets\n- Peninsular deep blue ocean transitioning to crystal turquoise at water meeting land\n- Gentle white waves rhythmically lap against golden sandy coves and rugged, weathered rock formations\n- Vast, pale blue sky with wispy, slow-moving clouds\n- Serene, postcard-perfect scene with idyllic atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames present a heavily stylized, abstract rendering rather than a faithful photographic capture. The imagery relies on flowing, wave-like patterns and color gradients, with pronounced distortions and artifacts that obscure recognizable content. While there is some continuity across frames, the result reads as an artistic interpretation rather than a coherent or realistic depiction. Overall, the visual quality is poor due to substantial abstraction and lack of discernible subject matter.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not depict a coastal town, buildings, palm trees, streets, or any of the specific elements described. Instead, they convey an abstract seascape dominated by wave motifs and color gradients, with no identifiable architectural features or urban layout. The result reflects a complete mismatch between the textual description and the visual content.\n\nPhysical/Common-sense Consistency:\nThe sequence maintains internal coherence within its abstract aesthetic, but it does not correspond to real-world physics or common-sense expectations for the described scene. The depiction lacks recognizable objects, structures, or interactions, so traditional physical-consistency assessment is not applicable. Within its own artistic framework, the visuals are internally consistent, but they fail to satisfy the expected physical realism of the prompt.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.6953125,
+ "TA": 1.015625,
+ "MQ": 1.2109375,
+ "Overall": 3.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A stunning high-angle aerial photograph\n- Captured from a slowly gliding drone, drifting majestically forward\n- Picturesque coastal town nestled on a sun-drenched rocky peninsula\n- Town features dense, harmonious cluster of buildings with vibrant white stucco walls and vibrant terracotta tiled roofs\n- Lush, emerald green palm trees dot the town's labyrinthine layout\n- Palm trees swaying gently in the delicate sea breeze\n- Small courtyards and narrow, invisible streets\n- Peninsular deep blue ocean transitioning to crystal turquoise at water meeting land\n- Gentle white waves rhythmically lap against golden sandy coves and rugged, weathered rock formations\n- Vast, pale blue sky with wispy, slow-moving clouds\n- Serene, postcard-perfect scene with idyllic atmosphere\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe frames present a heavily stylized, abstract rendering rather than a faithful photographic capture. The imagery relies on flowing, wave-like patterns and color gradients, with pronounced distortions and artifacts that obscure recognizable content. While there is some continuity across frames, the result reads as an artistic interpretation rather than a coherent or realistic depiction. Overall, the visual quality is poor due to substantial abstraction and lack of discernible subject matter.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not depict a coastal town, buildings, palm trees, streets, or any of the specific elements described. Instead, they convey an abstract seascape dominated by wave motifs and color gradients, with no identifiable architectural features or urban layout. The result reflects a complete mismatch between the textual description and the visual content.\n\nPhysical/Common-sense Consistency:\nThe sequence maintains internal coherence within its abstract aesthetic, but it does not correspond to real-world physics or common-sense expectations for the described scene. The depiction lacks recognizable objects, structures, or interactions, so traditional physical-consistency assessment is not applicable. Within its own artistic framework, the visuals are internally consistent, but they fail to satisfy the expected physical realism of the prompt.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "stunning high-angle aerial photograph, as if captured from a slowly gliding drone, drifting majestically forward, captures a picturesque coastal town nestled on a sun-drenched rocky peninsula that juts dramatically into the vast ocean. The town is a dense, harmonious cluster of buildings, featuring vibrant white stucco walls and vibrant terracotta tiled roofs, creating a stunning visual contrast under the bright, clear sunlight. Lush, emerald green palm trees dot the town's labyrinthine layout, their fronds swaying gently in the delicate sea breeze, punctuating small courtyards and lining narrow, invisible streets. The peninsula is enveloped by the deep blue of the open ocean, transitioning to a crystal turquoise where the water meets the land. Gentle white waves rhythmically lap against the golden sandy coves and rugged, weathered rock formations of the coastline, while brilliant sunlight makes the water's surface shimmer. Above, a vast, pale blue sky, dotted with a few wispy, slow-moving clouds, adds a sense of scale and whimsy to the serene, postcard-perfect scene, creating an idyllic atmosphere and highlighting the harmonious coexistence of the architecture with the surrounding natural beauty.",
+ "seed": 19479,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_8/index_158_seed_19479_dp_16_rank_32_sample_1_slot_1.mp4",
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+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0625,
+ "video_score2_overall": 3.59375,
+ "avg": 3.59375,
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+ "question": "stunning high-angle aerial photograph, as if captured from a slowly gliding drone, drifting majestically forward, captures a picturesque coastal town nestled on a sun-drenched rocky peninsula that juts dramatically into the vast ocean. The town is a dense, harmonious cluster of buildings, featuring vibrant white stucco walls and vibrant terracotta tiled roofs, creating a stunning visual contrast under the bright, clear sunlight. Lush, emerald green palm trees dot the town's labyrinthine layout, their fronds swaying gently in the delicate sea breeze, punctuating small courtyards and lining narrow, invisible streets. The peninsula is enveloped by the deep blue of the open ocean, transitioning to a crystal turquoise where the water meets the land. Gentle white waves rhythmically lap against the golden sandy coves and rugged, weathered rock formations of the coastline, while brilliant sunlight makes the water's surface shimmer. Above, a vast, pale blue sky, dotted with a few wispy, slow-moving clouds, adds a sense of scale and whimsy to the serene, postcard-perfect scene, creating an idyllic atmosphere and highlighting the harmonious coexistence of the architecture with the surrounding natural beauty.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- A stunning high-angle aerial photograph\n- Captured from a slowly gliding drone\n- Drifting majestically forward\n- Picturesque coastal town nestled on a sun-drenched rocky peninsula\n- Town features dense, harmonious cluster of buildings\n- Vibrant white stucco walls and vibrant terracotta tiled roofs\n- Lush, emerald green palm trees dotting the town's labyrinthine layout\n- Palm trees swaying gently in sea breeze\n- Small courtyards and narrow, invisible streets\n- Peninsular deep blue ocean transitioning to crystal turquoise at water meeting land\n- Gentle white waves rhythmically lap against golden sandy coves\n- Rugged, weathered rock formations of coastline\n- Brilliant sunlight making water surface shimmer\n- Vast, pale blue sky with wispy, slow-moving clouds\n- Serene, postcard-perfect scene with idyllic atmosphere\n\nNow looking at the frames provided:\n\nVisual Quality Analysis:\nThe frames exhibit severe degradation. Heavy compression artifacts, pronounced color banding, and pervasive digital noise dominate the image. The resolution is effectively unusable, with blocky artifacts and inconsistent sharpness across regions. The overall look is more like corrupted data than a coherent aerial scene, and there is little to no perceptible detail or realism. This results in a very low visual quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not reveal a coastal town, palm trees, stucco walls, terracotta roofs, or any of the described architectural or natural elements. Instead, the content appears to be abstract or heavily distorted imagery with horizontal banding and artifacts, completely failing to capture the requested scene. The alignment score should be 1.\n\nPhysical/Common-sense Consistency:\nGiven the extreme distortion and lack of recognizable content, there is no basis to assess physical plausibility or common-sense coherence. The frames do not present a coherent real-world scene, so the physical consistency score should also be 1.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1.0078125,
+ "MQ": 1.0625,
+ "Overall": 3.59375
+ }
+ }
+ ],
+ "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:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- A stunning high-angle aerial photograph\n- Captured from a slowly gliding drone\n- Drifting majestically forward\n- Picturesque coastal town nestled on a sun-drenched rocky peninsula\n- Town features dense, harmonious cluster of buildings\n- Vibrant white stucco walls and vibrant terracotta tiled roofs\n- Lush, emerald green palm trees dotting the town's labyrinthine layout\n- Palm trees swaying gently in sea breeze\n- Small courtyards and narrow, invisible streets\n- Peninsular deep blue ocean transitioning to crystal turquoise at water meeting land\n- Gentle white waves rhythmically lap against golden sandy coves\n- Rugged, weathered rock formations of coastline\n- Brilliant sunlight making water surface shimmer\n- Vast, pale blue sky with wispy, slow-moving clouds\n- Serene, postcard-perfect scene with idyllic atmosphere\n\nNow looking at the frames provided:\n\nVisual Quality Analysis:\nThe frames exhibit severe degradation. Heavy compression artifacts, pronounced color banding, and pervasive digital noise dominate the image. The resolution is effectively unusable, with blocky artifacts and inconsistent sharpness across regions. The overall look is more like corrupted data than a coherent aerial scene, and there is little to no perceptible detail or realism. This results in a very low visual quality assessment (score 1).\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames do not reveal a coastal town, palm trees, stucco walls, terracotta roofs, or any of the described architectural or natural elements. Instead, the content appears to be abstract or heavily distorted imagery with horizontal banding and artifacts, completely failing to capture the requested scene. The alignment score should be 1.\n\nPhysical/Common-sense Consistency:\nGiven the extreme distortion and lack of recognizable content, there is no basis to assess physical plausibility or common-sense coherence. The frames do not present a coherent real-world scene, so the physical consistency score should also be 1.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "stunning high-angle aerial photograph, as if captured from a slowly gliding drone, drifting majestically forward, captures a picturesque coastal town nestled on a sun-drenched rocky peninsula that juts dramatically into the vast ocean. The town is a dense, harmonious cluster of buildings, featuring vibrant white stucco walls and vibrant terracotta tiled roofs, creating a stunning visual contrast under the bright, clear sunlight. Lush, emerald green palm trees dot the town's labyrinthine layout, their fronds swaying gently in the delicate sea breeze, punctuating small courtyards and lining narrow, invisible streets. The peninsula is enveloped by the deep blue of the open ocean, transitioning to a crystal turquoise where the water meets the land. Gentle white waves rhythmically lap against the golden sandy coves and rugged, weathered rock formations of the coastline, while brilliant sunlight makes the water's surface shimmer. Above, a vast, pale blue sky, dotted with a few wispy, slow-moving clouds, adds a sense of scale and whimsy to the serene, postcard-perfect scene, creating an idyllic atmosphere and highlighting the harmonious coexistence of the architecture with the surrounding natural beauty.",
+ "seed": 19480,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_8/index_158_seed_19480_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 1.0078125,
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+ "video_score2_overall": 3.625,
+ "avg": 3.6171875,
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+ "question": "stunning high-angle aerial photograph, as if captured from a slowly gliding drone, drifting majestically forward, captures a picturesque coastal town nestled on a sun-drenched rocky peninsula that juts dramatically into the vast ocean. The town is a dense, harmonious cluster of buildings, featuring vibrant white stucco walls and vibrant terracotta tiled roofs, creating a stunning visual contrast under the bright, clear sunlight. Lush, emerald green palm trees dot the town's labyrinthine layout, their fronds swaying gently in the delicate sea breeze, punctuating small courtyards and lining narrow, invisible streets. The peninsula is enveloped by the deep blue of the open ocean, transitioning to a crystal turquoise where the water meets the land. Gentle white waves rhythmically lap against the golden sandy coves and rugged, weathered rock formations of the coastline, while brilliant sunlight makes the water's surface shimmer. Above, a vast, pale blue sky, dotted with a few wispy, slow-moving clouds, adds a sense of scale and whimsy to the serene, postcard-perfect scene, creating an idyllic atmosphere and highlighting the harmonious coexistence of the architecture with the surrounding natural beauty.",
+ "token_credit_reward": 3.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes a stunning high-angle aerial photograph of a coastal town on a rocky peninsula, captured from a slowly gliding drone, showing a picturesque town with white stucco walls and terracotta tiled roofs, lush palm trees, and a beautiful ocean view.\n\nLooking at the frames:\n\nVisual Quality Analysis:\nThe frames exhibit severe visual degradation. Heavy compression artifacts, pronounced color banding, and noticeable pixelation dominate the image. The overall sharpness is poor, with frequent blockiness and inconsistent rendering across frames. The result is a consistently low-quality presentation that obscures details and reduces watchability.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch with the prompt. The frames do not depict a coastal town or any of the described architectural features (white stucco walls, terracotta roofs, palm trees). Instead, they show abstract, glitchy patterns with horizontal scan lines and distorted imagery that bears no resemblance to the intended aerial town scene. The content fails to align with the requested subject matter.\n\nPhysical/Common-sense Consistency:\nThe visuals are internally coherent as digital artifacts but do not reflect any plausible real-world scene. There is no recognizable geography, lighting, or spatial relationships consistent with a coastal town, and the content cannot be interpreted as a believable environment. The result is a highly inconsistent depiction relative to the prompt.\n\nOverall assessment:\nThe video demonstrates severe deficiencies across all three dimensions, with no meaningful alignment to the requested content.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
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+ "soft_scores": {
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+ "TA": 1.0078125,
+ "MQ": 1.0703125,
+ "Overall": 3.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. The text prompt describes a stunning high-angle aerial photograph of a coastal town on a rocky peninsula, captured from a slowly gliding drone, showing a picturesque town with white stucco walls and terracotta tiled roofs, lush palm trees, and a beautiful ocean view.\n\nLooking at the frames:\n\nVisual Quality Analysis:\nThe frames exhibit severe visual degradation. Heavy compression artifacts, pronounced color banding, and noticeable pixelation dominate the image. The overall sharpness is poor, with frequent blockiness and inconsistent rendering across frames. The result is a consistently low-quality presentation that obscures details and reduces watchability.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch with the prompt. The frames do not depict a coastal town or any of the described architectural features (white stucco walls, terracotta roofs, palm trees). Instead, they show abstract, glitchy patterns with horizontal scan lines and distorted imagery that bears no resemblance to the intended aerial town scene. The content fails to align with the requested subject matter.\n\nPhysical/Common-sense Consistency:\nThe visuals are internally coherent as digital artifacts but do not reflect any plausible real-world scene. There is no recognizable geography, lighting, or spatial relationships consistent with a coastal town, and the content cannot be interpreted as a believable environment. The result is a highly inconsistent depiction relative to the prompt.\n\nOverall assessment:\nThe video demonstrates severe deficiencies across all three dimensions, with no meaningful alignment to the requested content.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 19481,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_8/index_158_seed_19481_dp_17_rank_34_sample_3_slot_1.mp4",
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+ "video_score2_ta": 1.0,
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+ "video_score2_overall": 3.71875,
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+ "question": "stunning high-angle aerial photograph, as if captured from a slowly gliding drone, drifting majestically forward, captures a picturesque coastal town nestled on a sun-drenched rocky peninsula that juts dramatically into the vast ocean. The town is a dense, harmonious cluster of buildings, featuring vibrant white stucco walls and vibrant terracotta tiled roofs, creating a stunning visual contrast under the bright, clear sunlight. Lush, emerald green palm trees dot the town's labyrinthine layout, their fronds swaying gently in the delicate sea breeze, punctuating small courtyards and lining narrow, invisible streets. The peninsula is enveloped by the deep blue of the open ocean, transitioning to a crystal turquoise where the water meets the land. Gentle white waves rhythmically lap against the golden sandy coves and rugged, weathered rock formations of the coastline, while brilliant sunlight makes the water's surface shimmer. Above, a vast, pale blue sky, dotted with a few wispy, slow-moving clouds, adds a sense of scale and whimsy to the serene, postcard-perfect scene, creating an idyllic atmosphere and highlighting the harmonious coexistence of the architecture with the surrounding natural beauty.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- A stunning high-angle aerial photograph\n- Captured from a slowly gliding drone, drifting majestically forward\n- Picturesque coastal town nestled on a sun-drenched rocky peninsula\n- Town features: dense, harmonious cluster of buildings with vibrant white stucco walls and vibrant terracotta tiled roofs\n- Lush, emerald green palm trees dotting the town's labyrinthine layout\n- Palm trees swaying gently in sea breeze, punctuating small courtyards and lining narrow streets\n- Peninsular deep blue ocean transitioning to crystal turquoise at water meeting land\n- Gentle white waves rhythmically lap against golden sandy coves and rugged, weathered rock formations\n- Vast, pale blue sky with wispy, slow-moving clouds\n- Serene, postcard-perfect scene with idyllic atmosphere\n\nNow looking at the frames provided:\nThe frames show abstract color patterns with horizontal bands in blues, greens, and other colors. There is no recognizable coastal town, buildings, palm trees, ocean, or sky. The content is dominated by abstract color bands with some wave-like motion, but it does not depict the requested scene.\n\nVisual Quality Analysis:\nThe video exhibits severe degradation. The imagery is dominated by abstract color bands with little to no recognizable subject matter. While there is some wave-like motion, the overall clarity is extremely poor and the content fails to convey any meaningful visual information. This results in a very low visual quality assessment.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch between the prompt and the actual video content. The prompt describes a detailed coastal town scene with specific architectural elements, lush vegetation, ocean and sky, which are not present in the frames. The video shows abstract color patterns with no relation to the described setting, indicating a total failure to align with the prompt.\n\nPhysical/Common-sense Consistency:\nThe abstract color patterns do not reflect any plausible real-world scene. There is no coherent spatial arrangement, lighting, or physical relationships that would correspond to a coastal town environment. The result is inconsistent with common-sense expectations for the described scenario.\n\nOverall, all three dimensions receive the lowest possible scores (1) due to the complete absence of the requested content and its replacement by unrelated abstract visuals.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.640625,
+ "TA": 1.0,
+ "MQ": 1.0703125,
+ "Overall": 3.71875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nFirst, let me understand what the text prompt is asking for:\n- A stunning high-angle aerial photograph\n- Captured from a slowly gliding drone, drifting majestically forward\n- Picturesque coastal town nestled on a sun-drenched rocky peninsula\n- Town features: dense, harmonious cluster of buildings with vibrant white stucco walls and vibrant terracotta tiled roofs\n- Lush, emerald green palm trees dotting the town's labyrinthine layout\n- Palm trees swaying gently in sea breeze, punctuating small courtyards and lining narrow streets\n- Peninsular deep blue ocean transitioning to crystal turquoise at water meeting land\n- Gentle white waves rhythmically lap against golden sandy coves and rugged, weathered rock formations\n- Vast, pale blue sky with wispy, slow-moving clouds\n- Serene, postcard-perfect scene with idyllic atmosphere\n\nNow looking at the frames provided:\nThe frames show abstract color patterns with horizontal bands in blues, greens, and other colors. There is no recognizable coastal town, buildings, palm trees, ocean, or sky. The content is dominated by abstract color bands with some wave-like motion, but it does not depict the requested scene.\n\nVisual Quality Analysis:\nThe video exhibits severe degradation. The imagery is dominated by abstract color bands with little to no recognizable subject matter. While there is some wave-like motion, the overall clarity is extremely poor and the content fails to convey any meaningful visual information. This results in a very low visual quality assessment.\n\nText-to-Video Alignment Analysis:\nThere is a complete mismatch between the prompt and the actual video content. The prompt describes a detailed coastal town scene with specific architectural elements, lush vegetation, ocean and sky, which are not present in the frames. The video shows abstract color patterns with no relation to the described setting, indicating a total failure to align with the prompt.\n\nPhysical/Common-sense Consistency:\nThe abstract color patterns do not reflect any plausible real-world scene. There is no coherent spatial arrangement, lighting, or physical relationships that would correspond to a coastal town environment. The result is inconsistent with common-sense expectations for the described scenario.\n\nOverall, all three dimensions receive the lowest possible scores (1) due to the complete absence of the requested content and its replacement by unrelated abstract visuals.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_9/index_tensor([9436, 9436])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_9/index_tensor([9436, 9436])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..8be27dcdad944098d963babb48aaeb1d105ed441
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_9/index_tensor([9436, 9436])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium shot, shot slightly from above, captured in a vibrant, dynamic, and exaggerated 2D animation style, focuses on a street performer. He has a mop of flaming orange curls, a confident, playful smile, and a bright yellow star painted on his cheek. He wears a tight-fitting vest made of vibrant purple and green fabric, layered over a white shirt with loose sleeves. Against a deep blue dusk sky, he juggles three burning torches in complex arcs and crisscrossing patterns through the air with astonishing speed and fluidity. The flames at the tips of the torches are depicted as bright, sharply defined cartoon shapes in orange, and each toss and catch is accompanied by a sharp, energetic motion blur. His body twists and turns dramatically in time with the rhythm. The flames are the primary light source in the scene, casting warm, flickering, and dynamic shadows on the performer and the ancient cobblestones beneath his feet. In the background, a group of stylized spectators, silhouetted, excitedly raise their arms and cheer, their simple facial features etched with awe and joy. The entire picture is full of fast movements and bright color contrasts, creating an exciting atmosphere that is dizzying and full of festive carnival energy.",
+ "seed": 20352,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_9/index_9436_seed_20352_dp_18_rank_36_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.453125,
+ "video_score2_ta": 1.0,
+ "video_score2_mq": 1.0234375,
+ "video_score2_overall": 3.46875,
+ "avg": 3.4765625,
+ "reward_records": [
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A street performer with specific appearance (flaming orange curls, confident playful smile, bright yellow star on cheek)\n- Wearing a tight-fitting vest made of vibrant purple and green fabric layered over white shirt with loose sleeves\n- Juggling three burning torches in complex arcs and crisscrossing patterns\n- Deep blue dusk sky background\n- Flames at torch tips depicted as bright, sharply defined cartoon shapes in orange\n- Each toss and catch with sharp, energetic motion blur\n- Body twists and turns dramatically in time with rhythm\n- Flames as primary light source casting warm, flickering, dynamic shadows\n- Ancient cobblestones beneath feet\n- Group of stylized spectators silhouetted, raised arms and cheering\n- Simple facial features etched with awe and joy\n- Fast movements and bright color contrasts\n- Exciting atmosphere that is dizzying and full of festive carnival energy\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pronounced compression artifacts, and pervasive digital noise that obscure details. Color bleeding and banding are evident, and there is noticeable instability across frames, resulting in a choppy viewing experience. Fine features are indistinct, and the scene lacks crispness and polish. Overall, the video presents a very low-quality visual experience.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested content. The frames do not depict a street performer or any of the described actions (no juggling, no torches, no crowd interaction). Instead, the visuals resemble abstract, distorted imagery dominated by geometric patterns and color distortions, with no recognizable human figure or narrative elements. The mismatch between the prompt and the actual visuals is complete.\n\nPhysical/Common-sense Consistency:\nThe content does not reflect plausible physical behavior or common-sense expectations. The abstract, patterned visuals do not correspond to real-world physics or believable interactions, making any assessment of physical consistency moot. The result is a lack of coherent physical realism.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.453125,
+ "TA": 1.0,
+ "MQ": 1.0234375,
+ "Overall": 3.46875
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A street performer with specific appearance (flaming orange curls, confident playful smile, bright yellow star on cheek)\n- Wearing a tight-fitting vest made of vibrant purple and green fabric layered over white shirt with loose sleeves\n- Juggling three burning torches in complex arcs and crisscrossing patterns\n- Deep blue dusk sky background\n- Flames at torch tips depicted as bright, sharply defined cartoon shapes in orange\n- Each toss and catch with sharp, energetic motion blur\n- Body twists and turns dramatically in time with rhythm\n- Flames as primary light source casting warm, flickering, dynamic shadows\n- Ancient cobblestones beneath feet\n- Group of stylized spectators silhouetted, raised arms and cheering\n- Simple facial features etched with awe and joy\n- Fast movements and bright color contrasts\n- Exciting atmosphere that is dizzying and full of festive carnival energy\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pronounced compression artifacts, and pervasive digital noise that obscure details. Color bleeding and banding are evident, and there is noticeable instability across frames, resulting in a choppy viewing experience. Fine features are indistinct, and the scene lacks crispness and polish. Overall, the video presents a very low-quality visual experience.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested content. The frames do not depict a street performer or any of the described actions (no juggling, no torches, no crowd interaction). Instead, the visuals resemble abstract, distorted imagery dominated by geometric patterns and color distortions, with no recognizable human figure or narrative elements. The mismatch between the prompt and the actual visuals is complete.\n\nPhysical/Common-sense Consistency:\nThe content does not reflect plausible physical behavior or common-sense expectations. The abstract, patterned visuals do not correspond to real-world physics or believable interactions, making any assessment of physical consistency moot. The result is a lack of coherent physical realism.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 20353,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_9/index_9436_seed_20353_dp_18_rank_36_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": 1.3671875,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0546875,
+ "video_score2_overall": 3.4375,
+ "avg": 3.4296875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot slightly from above, captured in a vibrant, dynamic, and exaggerated 2D animation style, focuses on a street performer. He has a mop of flaming orange curls, a confident, playful smile, and a bright yellow star painted on his cheek. He wears a tight-fitting vest made of vibrant purple and green fabric, layered over a white shirt with loose sleeves. Against a deep blue dusk sky, he juggles three burning torches in complex arcs and crisscrossing patterns through the air with astonishing speed and fluidity. The flames at the tips of the torches are depicted as bright, sharply defined cartoon shapes in orange, and each toss and catch is accompanied by a sharp, energetic motion blur. His body twists and turns dramatically in time with the rhythm. The flames are the primary light source in the scene, casting warm, flickering, and dynamic shadows on the performer and the ancient cobblestones beneath his feet. In the background, a group of stylized spectators, silhouetted, excitedly raise their arms and cheer, their simple facial features etched with awe and joy. The entire picture is full of fast movements and bright color contrasts, creating an exciting atmosphere that is dizzying and full of festive carnival energy.",
+ "token_credit_reward": 3.4375,
+ "selected_reward": 3.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A medium shot from slightly above\n- A vibrant, dynamic, exaggerated 2D animation style\n- Focus on a street performer\n- The performer should have: a mop of flaming orange curls, confident playful smile, bright yellow star on cheek\n- He should wear: tight-fitting vest of vibrant purple and green fabric, layered over white shirt with loose sleeves\n- Background: deep blue dusk sky\n- Action: juggles three burning torches in complex arcs and crisscrossing patterns with speed and fluidity\n- Flame effects: bright, sharply defined cartoon shapes in orange\n- Motion: sharp, energetic motion blur\n- Body movement: dramatic twists and turns\n- Lighting: flames as primary light source, warm flickering shadows\n- Background crowd: stylized spectators silhouetted, raised arms and cheering\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pronounced compression artifacts, and pervasive digital noise that obscure details. Color bleeding and banding are common, and there is noticeable instability between frames, contributing to a choppy viewing experience. The result is a presentation that fails to convey a coherent or polished visual narrative.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The frames do not depict the requested street performer, torch juggling, or the described stylized crowd; instead they show abstract or distorted imagery with no clear human subject or action corresponding to the prompt. The core elements of the requested scene are missing, indicating a complete misalignment.\n\nPhysical/Common-sense Consistency:\nThere is no plausible physical interaction or coherent scene logic. The visuals do not follow real-world physics or common-sense expectations (e.g., no recognizable human motion, no consistent lighting or shadows, and no logical sequence of actions). Overall, the content lacks any meaningful physical coherence.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ },
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+ "TA": 1.0078125,
+ "MQ": 1.0546875,
+ "Overall": 3.4375
+ }
+ }
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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\nFirst, let me understand what the text prompt is asking for:\n- A medium shot from slightly above\n- A vibrant, dynamic, exaggerated 2D animation style\n- Focus on a street performer\n- The performer should have: a mop of flaming orange curls, confident playful smile, bright yellow star on cheek\n- He should wear: tight-fitting vest of vibrant purple and green fabric, layered over white shirt with loose sleeves\n- Background: deep blue dusk sky\n- Action: juggles three burning torches in complex arcs and crisscrossing patterns with speed and fluidity\n- Flame effects: bright, sharply defined cartoon shapes in orange\n- Motion: sharp, energetic motion blur\n- Body movement: dramatic twists and turns\n- Lighting: flames as primary light source, warm flickering shadows\n- Background crowd: stylized spectators silhouetted, raised arms and cheering\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pronounced compression artifacts, and pervasive digital noise that obscure details. Color bleeding and banding are common, and there is noticeable instability between frames, contributing to a choppy viewing experience. The result is a presentation that fails to convey a coherent or polished visual narrative.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The frames do not depict the requested street performer, torch juggling, or the described stylized crowd; instead they show abstract or distorted imagery with no clear human subject or action corresponding to the prompt. The core elements of the requested scene are missing, indicating a complete misalignment.\n\nPhysical/Common-sense Consistency:\nThere is no plausible physical interaction or coherent scene logic. The visuals do not follow real-world physics or common-sense expectations (e.g., no recognizable human motion, no consistent lighting or shadows, and no logical sequence of actions). Overall, the content lacks any meaningful physical coherence.\n\nGround-truth scores:\nDim-1 Visual Quality: 1\nDim-2 Text-to-Video Alignment: 1\nDim-3 Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 20354,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_9/index_9436_seed_20354_dp_19_rank_38_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_overall": 3.234375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A street performer with specific appearance (flaming orange curls, confident playful smile, bright yellow star on cheek)\n- Wearing a tight-fitting vest made of vibrant purple and green fabric layered over a white shirt with loose sleeves\n- Juggling three burning torches in complex arcs and crisscrossing patterns\n- Flames at the tips of torches depicted as bright, sharply defined cartoon shapes in orange\n- Each toss and catch with sharp, energetic motion blur\n- Body twists and turns dramatically in time with rhythm\n- Flames as primary light source casting warm, flickering, and dynamic shadows\n- Ancient cobblestones beneath feet\n- Group of stylized spectators silhouetted, raised arms and cheering\n- Simple facial features etched with awe and joy\n- Fast movements and bright color contrasts\n- Exciting atmosphere that is dizzying and full of festive carnival energy\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. Color bleeding and banding are common, and there is noticeable instability between frames, resulting in a choppy viewing experience. Fine features and textures are indistinct, making it difficult to discern the performer or scene elements. Overall, the video presents a very poor level of visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. Key elements described in the prompt—such as the street performer’s distinctive appearance, clothing, and the juggling action—are not clearly identifiable due to the severe degradation. The frames do not reliably convey the intended narrative or character traits, and the overall scene fails to reflect the requested dynamics.\n\nPhysical/Common-sense Consistency:\nGiven the lack of discernible detail, assessing physical plausibility and common-sense coherence is not feasible. The extreme distortion prevents any meaningful evaluation of how actions, lighting, or interactions would realistically unfold, leaving the content effectively inconsistent with real-world expectations.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.2109375,
+ "TA": 1.0,
+ "MQ": 1.015625,
+ "Overall": 3.234375
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A street performer with specific appearance (flaming orange curls, confident playful smile, bright yellow star on cheek)\n- Wearing a tight-fitting vest made of vibrant purple and green fabric layered over a white shirt with loose sleeves\n- Juggling three burning torches in complex arcs and crisscrossing patterns\n- Flames at the tips of torches depicted as bright, sharply defined cartoon shapes in orange\n- Each toss and catch with sharp, energetic motion blur\n- Body twists and turns dramatically in time with rhythm\n- Flames as primary light source casting warm, flickering, and dynamic shadows\n- Ancient cobblestones beneath feet\n- Group of stylized spectators silhouetted, raised arms and cheering\n- Simple facial features etched with awe and joy\n- Fast movements and bright color contrasts\n- Exciting atmosphere that is dizzying and full of festive carnival energy\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme pixelation, heavy compression artifacts, and pervasive noise that obscure details. Color bleeding and banding are common, and there is noticeable instability between frames, resulting in a choppy viewing experience. Fine features and textures are indistinct, making it difficult to discern the performer or scene elements. Overall, the video presents a very poor level of visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. Key elements described in the prompt—such as the street performer’s distinctive appearance, clothing, and the juggling action—are not clearly identifiable due to the severe degradation. The frames do not reliably convey the intended narrative or character traits, and the overall scene fails to reflect the requested dynamics.\n\nPhysical/Common-sense Consistency:\nGiven the lack of discernible detail, assessing physical plausibility and common-sense coherence is not feasible. The extreme distortion prevents any meaningful evaluation of how actions, lighting, or interactions would realistically unfold, leaving the content effectively inconsistent with real-world expectations.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 20355,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000817/group_9/index_9436_seed_20355_dp_19_rank_38_sample_3_slot_1.mp4",
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+ "video_score2_overall": 3.40625,
+ "avg": 3.4140625,
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+ "question": "medium shot, shot slightly from above, captured in a vibrant, dynamic, and exaggerated 2D animation style, focuses on a street performer. He has a mop of flaming orange curls, a confident, playful smile, and a bright yellow star painted on his cheek. He wears a tight-fitting vest made of vibrant purple and green fabric, layered over a white shirt with loose sleeves. Against a deep blue dusk sky, he juggles three burning torches in complex arcs and crisscrossing patterns through the air with astonishing speed and fluidity. The flames at the tips of the torches are depicted as bright, sharply defined cartoon shapes in orange, and each toss and catch is accompanied by a sharp, energetic motion blur. His body twists and turns dramatically in time with the rhythm. The flames are the primary light source in the scene, casting warm, flickering, and dynamic shadows on the performer and the ancient cobblestones beneath his feet. In the background, a group of stylized spectators, silhouetted, excitedly raise their arms and cheer, their simple facial features etched with awe and joy. The entire picture is full of fast movements and bright color contrasts, creating an exciting atmosphere that is dizzying and full of festive carnival energy.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A street performer with specific appearance (flaming orange curls, confident playful smile, bright yellow star on cheek)\n- Wearing specific clothing (tight-fitting vest in purple and green fabric layered over white shirt)\n- Juggling three burning torches in complex arcs and crisscrossing patterns\n- Deep blue dusk sky background\n- Fast movements, dynamic shadows, and dramatic body movements\n- Stylized spectators in the background\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme pixelation, heavy compression artifacts, and pronounced color banding that obscure details. The imagery is consistently low in resolution with jagged edges and blocky rendering, making it impossible to discern the performer or any fine features. Lighting cues exist but are overwhelmed by noise, and motion blur appears excessive rather than purposeful. The result is a video that reads as corrupted or heavily compressed rather than a coherent, high-quality render.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not reveal the street performer described, nor the specified clothing, nor the juggling action, nor the three torches, nor the dusk sky, nor the dramatic body movements or crowd reactions. The content is dominated by abstract geometric patterns and color distortions, with no recognizable elements matching the prompt.\n\nPhysical/Common-sense Consistency:\nThe visuals are internally inconsistent and physically implausible. The scene lacks coherent spatial relationships, and the extreme artifacts prevent any meaningful assessment of physics or common-sense behavior. There is no plausible interaction between objects or characters, and the overall presentation does not support a believable performance scenario.\n\nOverall, the video fails to meet basic standards across all three dimensions.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.3671875,
+ "TA": 1.0078125,
+ "MQ": 1.0390625,
+ "Overall": 3.40625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A street performer with specific appearance (flaming orange curls, confident playful smile, bright yellow star on cheek)\n- Wearing specific clothing (tight-fitting vest in purple and green fabric layered over white shirt)\n- Juggling three burning torches in complex arcs and crisscrossing patterns\n- Deep blue dusk sky background\n- Fast movements, dynamic shadows, and dramatic body movements\n- Stylized spectators in the background\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit extreme pixelation, heavy compression artifacts, and pronounced color banding that obscure details. The imagery is consistently low in resolution with jagged edges and blocky rendering, making it impossible to discern the performer or any fine features. Lighting cues exist but are overwhelmed by noise, and motion blur appears excessive rather than purposeful. The result is a video that reads as corrupted or heavily compressed rather than a coherent, high-quality render.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the requested prompt. The frames do not reveal the street performer described, nor the specified clothing, nor the juggling action, nor the three torches, nor the dusk sky, nor the dramatic body movements or crowd reactions. The content is dominated by abstract geometric patterns and color distortions, with no recognizable elements matching the prompt.\n\nPhysical/Common-sense Consistency:\nThe visuals are internally inconsistent and physically implausible. The scene lacks coherent spatial relationships, and the extreme artifacts prevent any meaningful assessment of physics or common-sense behavior. There is no plausible interaction between objects or characters, and the overall presentation does not support a believable performance scenario.\n\nOverall, the video fails to meet basic standards across all three dimensions.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000860/group_12/index_tensor([3215, 3215])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000860/group_12/index_tensor([3215, 3215])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c2aa473f0367c6c471371ecea20418fe1bd6c2f
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000860/group_12/index_tensor([3215, 3215])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slightly tilted, overhead shot, shot in a handheld, slightly shaky, casual style, captures a hero standing atop the wreckage of a destroyed skyscraper. He has a sleek, bald head and a signature, almost glazed expression on his face. He wears a vibrant, vibrant yellow bodysuit, paired with red gloves and matching boots. A pure white cape flutters gently in the dusty breeze. He stands atop a thick, rusted H-beam, against the backdrop of a vast, chaotic urban ruin. The sunlight, muddied and scattered beneath the gray afternoon sky, is muddied and scattered. With an almost nonchalant gesture, he slowly extended his red-gloved right hand and, with just the tip of his index finger, casually pressed down on the steel beam beneath his feet. The seemingly indestructible metal giant seemed like a fragile biscuit. In an instant, a harsh metallic twisting sound erupted from the point of contact, and it broke into two pieces, plummeting towards the abyss below. Throughout, he maintained absolute balance and a calm expression. The whole picture, with the contrast between the cool-toned ruins background and the bright warm tones of the main subject, created an absurd and surreal atmosphere full of overwhelming power.",
+ "seed": 12328,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000860/group_12/index_3215_seed_12328_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": 1.3359375,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.0703125,
+ "video_score2_overall": 3.40625,
+ "avg": 3.421875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slightly tilted, overhead shot, shot in a handheld, slightly shaky, casual style, captures a hero standing atop the wreckage of a destroyed skyscraper. He has a sleek, bald head and a signature, almost glazed expression on his face. He wears a vibrant, vibrant yellow bodysuit, paired with red gloves and matching boots. A pure white cape flutters gently in the dusty breeze. He stands atop a thick, rusted H-beam, against the backdrop of a vast, chaotic urban ruin. The sunlight, muddied and scattered beneath the gray afternoon sky, is muddied and scattered. With an almost nonchalant gesture, he slowly extended his red-gloved right hand and, with just the tip of his index finger, casually pressed down on the steel beam beneath his feet. The seemingly indestructible metal giant seemed like a fragile biscuit. In an instant, a harsh metallic twisting sound erupted from the point of contact, and it broke into two pieces, plummeting towards the abyss below. Throughout, he maintained absolute balance and a calm expression. The whole picture, with the contrast between the cool-toned ruins background and the bright warm tones of the main subject, created an absurd and surreal atmosphere full of overwhelming power.",
+ "token_credit_reward": 3.40625,
+ "selected_reward": 3.40625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A hero standing atop wreckage of a destroyed skyscraper\n- Hero has a sleek, bald head and signature, almost glazed expression\n- Wears vibrant yellow bodysuit with red gloves and matching boots\n- Has a pure white cape fluttering in dusty breeze\n- Standing atop thick, rusted H-beam\n- Backdrop of vast, chaotic urban ruin\n- Sunlight muddied and scattered beneath gray afternoon sky\n- Hero slowly extends red-gloved right hand and presses down on steel beam\n- Beam breaks into two pieces, falling toward the abyss\n- Hero maintains absolute balance and calm expression\n- Contrast between cool-toned ruins and bright warm tones\n- Absurd and surreal atmosphere with overwhelming power\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pronounced compression artifacts, and pervasive noise that obscure details. The central figure is barely recognizable due to extreme distortion, and color fidelity is poor with washed-out tones. The background pattern remains visible but does not compensate for the lack of clarity. Transitions between frames are unstable, contributing to a choppy viewing experience. Overall, the video presents a very low-quality visual experience.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is minimal. While faint hints of a humanoid silhouette may be perceived, the severe degradation prevents reliable recognition of key elements such as clothing colors, accessories, or actions described in the prompt. The intended dramatic sequence (standing on wreckage, extending a hand, breaking a beam) is not discernible, and the scene fails to convey the specified narrative or visual cues. The result is effectively a near-complete misalignment with the original prompt.\n\nPhysical/Common-sense Consistency:\nThe extreme distortion makes it impossible to assess physical plausibility or common-sense coherence. There are no clear, interpretable interactions or dynamics to evaluate, so any assessment of physical consistency remains inconclusive.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.3359375,
+ "TA": 1.015625,
+ "MQ": 1.0703125,
+ "Overall": 3.40625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A hero standing atop wreckage of a destroyed skyscraper\n- Hero has a sleek, bald head and signature, almost glazed expression\n- Wears vibrant yellow bodysuit with red gloves and matching boots\n- Has a pure white cape fluttering in dusty breeze\n- Standing atop thick, rusted H-beam\n- Backdrop of vast, chaotic urban ruin\n- Sunlight muddied and scattered beneath gray afternoon sky\n- Hero slowly extends red-gloved right hand and presses down on steel beam\n- Beam breaks into two pieces, falling toward the abyss\n- Hero maintains absolute balance and calm expression\n- Contrast between cool-toned ruins and bright warm tones\n- Absurd and surreal atmosphere with overwhelming power\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy pixelation, pronounced compression artifacts, and pervasive noise that obscure details. The central figure is barely recognizable due to extreme distortion, and color fidelity is poor with washed-out tones. The background pattern remains visible but does not compensate for the lack of clarity. Transitions between frames are unstable, contributing to a choppy viewing experience. Overall, the video presents a very low-quality visual experience.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is minimal. While faint hints of a humanoid silhouette may be perceived, the severe degradation prevents reliable recognition of key elements such as clothing colors, accessories, or actions described in the prompt. The intended dramatic sequence (standing on wreckage, extending a hand, breaking a beam) is not discernible, and the scene fails to convey the specified narrative or visual cues. The result is effectively a near-complete misalignment with the original prompt.\n\nPhysical/Common-sense Consistency:\nThe extreme distortion makes it impossible to assess physical plausibility or common-sense coherence. There are no clear, interpretable interactions or dynamics to evaluate, so any assessment of physical consistency remains inconclusive.\n\nGround-truth scores:\n- Visual Quality: 1\n- Text-to-Video Alignment: 1\n- Physical Consistency: 1\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "slightly tilted, overhead shot, shot in a handheld, slightly shaky, casual style, captures a hero standing atop the wreckage of a destroyed skyscraper. He has a sleek, bald head and a signature, almost glazed expression on his face. He wears a vibrant, vibrant yellow bodysuit, paired with red gloves and matching boots. A pure white cape flutters gently in the dusty breeze. He stands atop a thick, rusted H-beam, against the backdrop of a vast, chaotic urban ruin. The sunlight, muddied and scattered beneath the gray afternoon sky, is muddied and scattered. With an almost nonchalant gesture, he slowly extended his red-gloved right hand and, with just the tip of his index finger, casually pressed down on the steel beam beneath his feet. The seemingly indestructible metal giant seemed like a fragile biscuit. In an instant, a harsh metallic twisting sound erupted from the point of contact, and it broke into two pieces, plummeting towards the abyss below. Throughout, he maintained absolute balance and a calm expression. The whole picture, with the contrast between the cool-toned ruins background and the bright warm tones of the main subject, created an absurd and surreal atmosphere full of overwhelming power.",
+ "seed": 12329,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000860/group_12/index_3215_seed_12329_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": 1.3671875,
+ "video_score2_ta": 1.015625,
+ "video_score2_mq": 1.0703125,
+ "video_score2_overall": 3.4375,
+ "avg": 3.453125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slightly tilted, overhead shot, shot in a handheld, slightly shaky, casual style, captures a hero standing atop the wreckage of a destroyed skyscraper. He has a sleek, bald head and a signature, almost glazed expression on his face. He wears a vibrant, vibrant yellow bodysuit, paired with red gloves and matching boots. A pure white cape flutters gently in the dusty breeze. He stands atop a thick, rusted H-beam, against the backdrop of a vast, chaotic urban ruin. The sunlight, muddied and scattered beneath the gray afternoon sky, is muddied and scattered. With an almost nonchalant gesture, he slowly extended his red-gloved right hand and, with just the tip of his index finger, casually pressed down on the steel beam beneath his feet. The seemingly indestructible metal giant seemed like a fragile biscuit. In an instant, a harsh metallic twisting sound erupted from the point of contact, and it broke into two pieces, plummeting towards the abyss below. Throughout, he maintained absolute balance and a calm expression. The whole picture, with the contrast between the cool-toned ruins background and the bright warm tones of the main subject, created an absurd and surreal atmosphere full of overwhelming power.",
+ "token_credit_reward": 3.4375,
+ "selected_reward": 3.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a highly specific scene involving a hero on a destroyed skyscraper, with precise visual details (bald head, yellow bodysuit, red gloves/boots, white cape, standing on an H-beam, vast urban ruin, muddied sunlight, dynamic action). The actual video frames do not realize these elements; the content diverges markedly from the described scenario.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The imagery is extremely pixelated and low-resolution, with heavy compression artifacts and pronounced color banding. The scene lacks clarity and fine detail, and there is little variation between frames, resulting in a flat, unconvincing presentation. Overall, the visual quality is at the lowest end of the scale.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames depict a generic indoor or tunnel-like setting with geometric patterns and no recognizable hero, skyscraper, cape, or urban ruin. The mismatch is complete, with no discernible elements matching the described scene.\n\nPhysical/Common-sense Consistency Analysis:\nThe environment appears internally coherent as a static geometric pattern, but it does not reflect the described physical world or plausible interactions. There is no evidence of a hero performing actions, no structural damage, and no lighting or environmental cues consistent with the prompt. The result is a fundamentally inconsistent depiction relative to the intended scenario.\n\nOverall assessment:\nAll three dimensions score at the minimum level, indicating severe misalignment and lack of coherence with the prompt.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
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+ "TA": 1.015625,
+ "MQ": 1.0703125,
+ "Overall": 3.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a highly specific scene involving a hero on a destroyed skyscraper, with precise visual details (bald head, yellow bodysuit, red gloves/boots, white cape, standing on an H-beam, vast urban ruin, muddied sunlight, dynamic action). The actual video frames do not realize these elements; the content diverges markedly from the described scenario.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are severely degraded. The imagery is extremely pixelated and low-resolution, with heavy compression artifacts and pronounced color banding. The scene lacks clarity and fine detail, and there is little variation between frames, resulting in a flat, unconvincing presentation. Overall, the visual quality is at the lowest end of the scale.\n\nText-to-Video Alignment Analysis:\nThere is essentially no alignment with the prompt. The frames depict a generic indoor or tunnel-like setting with geometric patterns and no recognizable hero, skyscraper, cape, or urban ruin. The mismatch is complete, with no discernible elements matching the described scene.\n\nPhysical/Common-sense Consistency Analysis:\nThe environment appears internally coherent as a static geometric pattern, but it does not reflect the described physical world or plausible interactions. There is no evidence of a hero performing actions, no structural damage, and no lighting or environmental cues consistent with the prompt. The result is a fundamentally inconsistent depiction relative to the intended scenario.\n\nOverall assessment:\nAll three dimensions score at the minimum level, indicating severe misalignment and lack of coherence with the prompt.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
+ "prompt": "slightly tilted, overhead shot, shot in a handheld, slightly shaky, casual style, captures a hero standing atop the wreckage of a destroyed skyscraper. He has a sleek, bald head and a signature, almost glazed expression on his face. He wears a vibrant, vibrant yellow bodysuit, paired with red gloves and matching boots. A pure white cape flutters gently in the dusty breeze. He stands atop a thick, rusted H-beam, against the backdrop of a vast, chaotic urban ruin. The sunlight, muddied and scattered beneath the gray afternoon sky, is muddied and scattered. With an almost nonchalant gesture, he slowly extended his red-gloved right hand and, with just the tip of his index finger, casually pressed down on the steel beam beneath his feet. The seemingly indestructible metal giant seemed like a fragile biscuit. In an instant, a harsh metallic twisting sound erupted from the point of contact, and it broke into two pieces, plummeting towards the abyss below. Throughout, he maintained absolute balance and a calm expression. The whole picture, with the contrast between the cool-toned ruins background and the bright warm tones of the main subject, created an absurd and surreal atmosphere full of overwhelming power.",
+ "seed": 12330,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000860/group_12/index_3215_seed_12330_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 1.3125,
+ "video_score2_ta": 1.0078125,
+ "video_score2_mq": 1.0390625,
+ "video_score2_overall": 3.34375,
+ "avg": 3.359375,
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+ "question": "slightly tilted, overhead shot, shot in a handheld, slightly shaky, casual style, captures a hero standing atop the wreckage of a destroyed skyscraper. He has a sleek, bald head and a signature, almost glazed expression on his face. He wears a vibrant, vibrant yellow bodysuit, paired with red gloves and matching boots. A pure white cape flutters gently in the dusty breeze. He stands atop a thick, rusted H-beam, against the backdrop of a vast, chaotic urban ruin. The sunlight, muddied and scattered beneath the gray afternoon sky, is muddied and scattered. With an almost nonchalant gesture, he slowly extended his red-gloved right hand and, with just the tip of his index finger, casually pressed down on the steel beam beneath his feet. The seemingly indestructible metal giant seemed like a fragile biscuit. In an instant, a harsh metallic twisting sound erupted from the point of contact, and it broke into two pieces, plummeting towards the abyss below. Throughout, he maintained absolute balance and a calm expression. The whole picture, with the contrast between the cool-toned ruins background and the bright warm tones of the main subject, created an absurd and surreal atmosphere full of overwhelming power.",
+ "token_credit_reward": 3.34375,
+ "selected_reward": 3.34375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A hero standing atop wreckage of a destroyed skyscraper\n- The hero should have a sleek, bald head and a signature, almost glazed expression\n- He should wear a vibrant yellow bodysuit with red gloves and matching boots\n- A pure white cape fluttering in the dusty breeze\n- Standing atop a thick, rusted H-beam\n- Backdrop of a vast, chaotic urban ruin\n- Sunlight that's muddied and scattered beneath gray afternoon sky\n- Hero should extend his red-gloved right hand and press down on the steel beam\n- Should show the beam breaking into two pieces, then the hero maintaining balance\n- Contrast between cool-toned ruins and bright warm tones of the main subject\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit heavy digital artifacts, pronounced noise, and persistent distortions that obscure details. The imagery is consistently low in clarity, with color bleeding and compression-like blockiness dominating the scene. The central subject is barely recognizable due to the pervasive degradation, making it impossible to discern features or clothing as described. The result is a video that reads as corrupted or heavily compressed rather than a coherent, high-fidelity render.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The core elements specified in the prompt—clear depiction of a bald hero, distinctive clothing, cape, and the dramatic action—are not recoverable in the frames. The visible content does not reliably convey the intended character, attire, or sequence, and the overall composition fails to reflect the requested scenario. The video does not demonstrate the intended narrative or visual cues.\n\nPhysical/Common-sense Consistency:\nGiven the severe visual degradation, assessing physical plausibility or common-sense coherence is not feasible. The frames do not provide enough information to judge whether actions or interactions conform to real-world physics, and any perceived inconsistencies are likely artifacts of the encoding process rather than meaningful content.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
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+ "MQ": 1
+ },
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+ "MQ": 1.0390625,
+ "Overall": 3.34375
+ }
+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A hero standing atop wreckage of a destroyed skyscraper\n- The hero should have a sleek, bald head and a signature, almost glazed expression\n- He should wear a vibrant yellow bodysuit with red gloves and matching boots\n- A pure white cape fluttering in the dusty breeze\n- Standing atop a thick, rusted H-beam\n- Backdrop of a vast, chaotic urban ruin\n- Sunlight that's muddied and scattered beneath gray afternoon sky\n- Hero should extend his red-gloved right hand and press down on the steel beam\n- Should show the beam breaking into two pieces, then the hero maintaining balance\n- Contrast between cool-toned ruins and bright warm tones of the main subject\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded across the sequence. The frames exhibit heavy digital artifacts, pronounced noise, and persistent distortions that obscure details. The imagery is consistently low in clarity, with color bleeding and compression-like blockiness dominating the scene. The central subject is barely recognizable due to the pervasive degradation, making it impossible to discern features or clothing as described. The result is a video that reads as corrupted or heavily compressed rather than a coherent, high-fidelity render.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The core elements specified in the prompt—clear depiction of a bald hero, distinctive clothing, cape, and the dramatic action—are not recoverable in the frames. The visible content does not reliably convey the intended character, attire, or sequence, and the overall composition fails to reflect the requested scenario. The video does not demonstrate the intended narrative or visual cues.\n\nPhysical/Common-sense Consistency:\nGiven the severe visual degradation, assessing physical plausibility or common-sense coherence is not feasible. The frames do not provide enough information to judge whether actions or interactions conform to real-world physics, and any perceived inconsistencies are likely artifacts of the encoding process rather than meaningful content.\n\nGround-truth scores (for reference): Visual Quality = 1; Text-to-Video Alignment = 1; Physical/Common-sense Consistency = 1.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
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+ "seed": 12331,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv-window3/rl_samples/0000860/group_12/index_3215_seed_12331_dp_25_rank_50_sample_3_slot_1.mp4",
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+ "video_score2_overall": 3.21875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A hero standing atop wreckage of a destroyed skyscraper\n- The hero should have a sleek, bald head with a signature, almost glazed expression\n- He should wear a vibrant yellow bodysuit with red gloves and matching boots\n- A pure white cape fluttering in the dusty breeze\n- Standing atop a thick, rusted H-beam\n- Backdrop of a vast, chaotic urban ruin\n- Sunlight that's muddied and scattered beneath gray afternoon sky\n- Hero should extend his red-gloved right hand and press down on the steel beam\n- Should show the beam breaking into two pieces, then the hero maintaining balance\n- Contrast between cool-toned ruins and bright warm tones of the main subject\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy digital artifacts, pronounced pixelation, and widespread noise that obscure details. The imagery is consistently low in resolution with jagged edges and color banding, and there is little to no smooth motion; transitions feel abrupt rather than fluid. The result is a consistently poor viewing experience across the sequence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The hero, the distinctive clothing, the cape, and the dramatic action described are not discernible due to the pervasive degradation. The scene does not clearly convey the intended composition or narrative cues, making the match to the prompt essentially non-existent.\n\nPhysical/Common-sense Consistency:\nGiven the severe distortion, assessing physical plausibility and common-sense coherence is not feasible. The frames do not provide reliable cues about gravity, interaction with the beam, or material behavior, so any evaluation of physical consistency remains inconclusive.\n\nOverall assessment:\nThe video demonstrates critical failures across all three dimensions, with no credible alignment to the requested content and minimal perceptual coherence.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.171875,
+ "TA": 1.015625,
+ "MQ": 1.03125,
+ "Overall": 3.21875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nFirst, let me understand what the text prompt is asking for:\n- A hero standing atop wreckage of a destroyed skyscraper\n- The hero should have a sleek, bald head with a signature, almost glazed expression\n- He should wear a vibrant yellow bodysuit with red gloves and matching boots\n- A pure white cape fluttering in the dusty breeze\n- Standing atop a thick, rusted H-beam\n- Backdrop of a vast, chaotic urban ruin\n- Sunlight that's muddied and scattered beneath gray afternoon sky\n- Hero should extend his red-gloved right hand and press down on the steel beam\n- Should show the beam breaking into two pieces, then the hero maintaining balance\n- Contrast between cool-toned ruins and bright warm tones of the main subject\n\nNow let me examine the frames:\n\nVisual Quality Analysis:\nThe overall visual quality is severely degraded. The frames exhibit heavy digital artifacts, pronounced pixelation, and widespread noise that obscure details. The imagery is consistently low in resolution with jagged edges and color banding, and there is little to no smooth motion; transitions feel abrupt rather than fluid. The result is a consistently poor viewing experience across the sequence.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is effectively absent. The hero, the distinctive clothing, the cape, and the dramatic action described are not discernible due to the pervasive degradation. The scene does not clearly convey the intended composition or narrative cues, making the match to the prompt essentially non-existent.\n\nPhysical/Common-sense Consistency:\nGiven the severe distortion, assessing physical plausibility and common-sense coherence is not feasible. The frames do not provide reliable cues about gravity, interaction with the beam, or material behavior, so any evaluation of physical consistency remains inconclusive.\n\nOverall assessment:\nThe video demonstrates critical failures across all three dimensions, with no credible alignment to the requested content and minimal perceptual coherence.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file