diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_0/index_tensor([4108, 4108])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_0/index_tensor([4108, 4108])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..3edcbcbfaac16eccb35feca6ec468844298c1843
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_0/index_tensor([4108, 4108])_group_0_rewards.json
@@ -0,0 +1,10210 @@
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic shot from an extremely low, upward angle featuring a vibrant young female character at the apex of a graceful leap. The body unfurls in the center with limbs extended outward in a weightless pose. She wears a form-fitting, iridescent, silver-white, futuristic bodysuit whose smooth surface reflects surrounding light. The backdrop is a vast, dark void dotted with faint, distant stardust to emphasize her radiance. Her long, completely translucent hair flows like luminous jellyfish tentacles, emitting intense, shifting iridescent light across cyan, magenta, yellow, and blue. The light illuminates her face, conveying pure joy, and casts ever-changing reflections on her garment. The scene aims for movement and fantasy with an atmosphere of intense liveliness and vibrant energy.\n\nVisual Quality Analysis:\nAcross the video, the overall visual quality is moderate. The frames show decent resolution and clear depiction of the character, with vibrant colors and strong contrast against the dark background. However, there are noticeable inconsistencies in rendering across frames, occasional edge artifacts, and some motion blur during rapid poses. The lighting effects are present but do not always align perfectly with the character’s position or movement, leading to intermittent perceptual mismatches. Overall, the visuals convey the intended aesthetic, but with mid-level fidelity rather than high-end realism.\n\nText-to-Video Alignment Analysis:\nThe video largely aligns with the prompt. The upward-angle framing, central positioning of the character, and the depiction of a graceful leap are evident. The silver-white, iridescent bodysuit and the flowing, translucent hair are represented, and the color palette matches the described hues. The facial expression communicates joy, and the lighting dynamics contribute to the luminous, ethereal mood. While there are minor deviations in fine-grained details (e.g., exact pose timing or subtle color shifts), these do not significantly detract from the overall alignment. Overall, the alignment is strong and consistent with a score around 4.\n\nPhysical Consistency (Common-sense):\nThere are notable issues with physical consistency. The motion and posing occasionally violate intuitive physics, and some lighting interactions and reflections do not consistently follow plausible behavior in a weightless environment. Hair dynamics and fabric response can feel exaggerated or inconsistent with the motion, reducing believability. Taken together, these factors indicate limited common-sense consistency, corresponding to a lower score.\n\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": 1.765625,
+ "TA": 3.28125,
+ "MQ": 2.71875,
+ "Overall": 7.78125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic shot from an extremely low, upward angle featuring a vibrant young female character at the apex of a graceful leap. The body unfurls in the center with limbs extended outward in a weightless pose. She wears a form-fitting, iridescent, silver-white, futuristic bodysuit whose smooth surface reflects surrounding light. The backdrop is a vast, dark void dotted with faint, distant stardust to emphasize her radiance. Her long, completely translucent hair flows like luminous jellyfish tentacles, emitting intense, shifting iridescent light across cyan, magenta, yellow, and blue. The light illuminates her face, conveying pure joy, and casts ever-changing reflections on her garment. The scene aims for movement and fantasy with an atmosphere of intense liveliness and vibrant energy.\n\nVisual Quality Analysis:\nAcross the video, the overall visual quality is moderate. The frames show decent resolution and clear depiction of the character, with vibrant colors and strong contrast against the dark background. However, there are noticeable inconsistencies in rendering across frames, occasional edge artifacts, and some motion blur during rapid poses. The lighting effects are present but do not always align perfectly with the character’s position or movement, leading to intermittent perceptual mismatches. Overall, the visuals convey the intended aesthetic, but with mid-level fidelity rather than high-end realism.\n\nText-to-Video Alignment Analysis:\nThe video largely aligns with the prompt. The upward-angle framing, central positioning of the character, and the depiction of a graceful leap are evident. The silver-white, iridescent bodysuit and the flowing, translucent hair are represented, and the color palette matches the described hues. The facial expression communicates joy, and the lighting dynamics contribute to the luminous, ethereal mood. While there are minor deviations in fine-grained details (e.g., exact pose timing or subtle color shifts), these do not significantly detract from the overall alignment. Overall, the alignment is strong and consistent with a score around 4.\n\nPhysical Consistency (Common-sense):\nThere are notable issues with physical consistency. The motion and posing occasionally violate intuitive physics, and some lighting interactions and reflections do not consistently follow plausible behavior in a weightless environment. Hair dynamics and fabric response can feel exaggerated or inconsistent with the motion, reducing believability. Taken together, these factors indicate limited common-sense consistency, corresponding to a lower score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "dynamic shot, shot from an extremely low, upward angle, captures a vibrant young female character at the apex of a graceful leap. Her body unfurls in the center of the frame, limbs extended outward in a gesture so effortless that it seems to defy gravity. She wears a form-fitting, iridescent, silver-white, futuristic bodysuit, its smooth material reflecting the surrounding light. The backdrop is a vast, dark void, dotted with faint, distant stardust, accentuating the character's radiance. Her most striking feature is her long, completely translucent hair, which gently undulates and drifts in the weightless environment like luminous jellyfish tentacles. These strands emanate an intense, iridescent bioluminescence, shifting vibrantly between cyan, magenta, brilliant yellow, and electric blue. This light not only illuminates her face, brimming with pure joy and excitement, but also casts ever-changing colorful reflections on her silver-white garment. The entire image is imbued with a sense of movement and fantasy, creating an atmosphere of intense liveliness and vibrant energy.",
+ "seed": 23779,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_0/index_4108_seed_23779_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.1875,
+ "video_score2_ta": 3.796875,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 10.0625,
+ "avg": 10.03125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic shot, shot from an extremely low, upward angle, captures a vibrant young female character at the apex of a graceful leap. Her body unfurls in the center of the frame, limbs extended outward in a gesture so effortless that it seems to defy gravity. She wears a form-fitting, iridescent, silver-white, futuristic bodysuit, its smooth material reflecting the surrounding light. The backdrop is a vast, dark void, dotted with faint, distant stardust, accentuating the character's radiance. Her most striking feature is her long, completely translucent hair, which gently undulates and drifts in the weightless environment like luminous jellyfish tentacles. These strands emanate an intense, iridescent bioluminescence, shifting vibrantly between cyan, magenta, brilliant yellow, and electric blue. This light not only illuminates her face, brimming with pure joy and excitement, but also casts ever-changing colorful reflections on her silver-white garment. The entire image is imbued with a sense of movement and fantasy, creating an atmosphere of intense liveliness and vibrant energy.",
+ "token_credit_reward": 10.0625,
+ "selected_reward": 10.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic shot from an extremely low, upward angle featuring a vibrant young female character at the apex of a graceful leap. Her body unfurls in the center of the frame, with limbs extended outward in a gesture that defies gravity. She wears a form-fitting, iridescent, silver-white, futuristic bodysuit whose smooth material reflects surrounding light. The backdrop is a vast, dark void dotted with faint, distant stardust to emphasize her radiance. Her long, completely translucent hair gently undulates and drifts in the weightless environment like luminous jellyfish tentacles. These strands emanate an intense, iridescent bioluminescence, shifting between cyan, magenta, brilliant yellow, and electric blue. The light illuminates her face, conveying pure joy and excitement, and casts ever-changing colorful reflections on her silver-white garment. The scene aims for a sense of movement and fantasy, creating an atmosphere of intense liveliness and vibrant energy.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character, with vibrant colors and convincing lighting effects. However, there are occasional minor artifacts and slight inconsistencies in motion continuity across frames, preventing a higher rating. The rendering remains coherent and aesthetically pleasing, but not flawless.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle dynamic shot, a central, radiant female figure, a flowing, translucent appearance, and a space-like background with luminescent hair and reflective clothing. Some nuanced details—such as the exact timing of the leap and the precise color dynamics of the hair under varied lighting—are present but not perfectly synchronized throughout the sequence. Nevertheless, the major components align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting interactions within a fantastical context, with no glaring physics violations. However, some micro-dynamics (e.g., hair motion, limb extension during the leap) could be refined to improve believability further.\n\n\n(1) visual quality: 3\n(2) 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": 3.796875,
+ "MQ": 3.046875,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic shot from an extremely low, upward angle featuring a vibrant young female character at the apex of a graceful leap. Her body unfurls in the center of the frame, with limbs extended outward in a gesture that defies gravity. She wears a form-fitting, iridescent, silver-white, futuristic bodysuit whose smooth material reflects surrounding light. The backdrop is a vast, dark void dotted with faint, distant stardust to emphasize her radiance. Her long, completely translucent hair gently undulates and drifts in the weightless environment like luminous jellyfish tentacles. These strands emanate an intense, iridescent bioluminescence, shifting between cyan, magenta, brilliant yellow, and electric blue. The light illuminates her face, conveying pure joy and excitement, and casts ever-changing colorful reflections on her silver-white garment. The scene aims for a sense of movement and fantasy, creating an atmosphere of intense liveliness and vibrant energy.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character, with vibrant colors and convincing lighting effects. However, there are occasional minor artifacts and slight inconsistencies in motion continuity across frames, preventing a higher rating. The rendering remains coherent and aesthetically pleasing, but not flawless.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle dynamic shot, a central, radiant female figure, a flowing, translucent appearance, and a space-like background with luminescent hair and reflective clothing. Some nuanced details—such as the exact timing of the leap and the precise color dynamics of the hair under varied lighting—are present but not perfectly synchronized throughout the sequence. Nevertheless, the major components align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting interactions within a fantastical context, with no glaring physics violations. However, some micro-dynamics (e.g., hair motion, limb extension during the leap) could be refined to improve believability further.\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": 23780,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_0/index_4108_seed_23780_dp_1_rank_2_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 3.453125,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 9.375,
+ "avg": 9.390625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic shot, shot from an extremely low, upward angle, captures a vibrant young female character at the apex of a graceful leap. Her body unfurls in the center of the frame, limbs extended outward in a gesture so effortless that it seems to defy gravity. She wears a form-fitting, iridescent, silver-white, futuristic bodysuit, its smooth material reflecting the surrounding light. The backdrop is a vast, dark void, dotted with faint, distant stardust, accentuating the character's radiance. Her most striking feature is her long, completely translucent hair, which gently undulates and drifts in the weightless environment like luminous jellyfish tentacles. These strands emanate an intense, iridescent bioluminescence, shifting vibrantly between cyan, magenta, brilliant yellow, and electric blue. This light not only illuminates her face, brimming with pure joy and excitement, but also casts ever-changing colorful reflections on her silver-white garment. The entire image is imbued with a sense of movement and fantasy, creating an atmosphere of intense liveliness and vibrant energy.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic shot from an extremely low, upward angle featuring a vibrant young female character at the apex of a graceful leap. She wears a form-fitting, iridescent, silver-white, futuristic bodysuit with smooth material reflecting light. The backdrop is a vast, dark void with faint, distant stardust, and her long, completely translucent hair glows with iridescent bioluminescence in cyan, magenta, yellow, and blue. The scene aims for movement, fantasy, and an atmosphere of intense liveliness and vibrant energy.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character, with vibrant colors and well-defined lighting effects. However, there are occasional minor artifacts and slight inconsistencies in glow intensity across frames, preventing a higher rating. The character remains recognizable and the lighting effects are generally convincing, though not flawless.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a dynamic low-angle composition, a vibrant female character, a flowing pose suggesting a graceful leap, and a futuristic iridescent bodysuit. The backdrop and hair dynamics align with the description, and the color palette matches the intended cyan/magenta/yellow/blue tones. Some nuanced aspects such as precise motion timing or subtle lighting reflections may be less perfect, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The character’s proportions and motion feel plausible within the stylized fantasy context, and the lighting interactions are coherent. There are no major physics violations, though some minor inconsistencies in light scattering or hair dynamics under weightless conditions are noticeable, keeping the overall realism at a mid level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 3.453125,
+ "MQ": 2.96875,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic shot from an extremely low, upward angle featuring a vibrant young female character at the apex of a graceful leap. She wears a form-fitting, iridescent, silver-white, futuristic bodysuit with smooth material reflecting light. The backdrop is a vast, dark void with faint, distant stardust, and her long, completely translucent hair glows with iridescent bioluminescence in cyan, magenta, yellow, and blue. The scene aims for movement, fantasy, and an atmosphere of intense liveliness and vibrant energy.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character, with vibrant colors and well-defined lighting effects. However, there are occasional minor artifacts and slight inconsistencies in glow intensity across frames, preventing a higher rating. The character remains recognizable and the lighting effects are generally convincing, though not flawless.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a dynamic low-angle composition, a vibrant female character, a flowing pose suggesting a graceful leap, and a futuristic iridescent bodysuit. The backdrop and hair dynamics align with the description, and the color palette matches the intended cyan/magenta/yellow/blue tones. Some nuanced aspects such as precise motion timing or subtle lighting reflections may be less perfect, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The character’s proportions and motion feel plausible within the stylized fantasy context, and the lighting interactions are coherent. There are no major physics violations, though some minor inconsistencies in light scattering or hair dynamics under weightless conditions are noticeable, keeping the overall realism at a mid level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic shot, shot from an extremely low, upward angle, captures a vibrant young female character at the apex of a graceful leap. Her body unfurls in the center of the frame, limbs extended outward in a gesture so effortless that it seems to defy gravity. She wears a form-fitting, iridescent, silver-white, futuristic bodysuit, its smooth material reflecting the surrounding light. The backdrop is a vast, dark void, dotted with faint, distant stardust, accentuating the character's radiance. Her most striking feature is her long, completely translucent hair, which gently undulates and drifts in the weightless environment like luminous jellyfish tentacles. These strands emanate an intense, iridescent bioluminescence, shifting vibrantly between cyan, magenta, brilliant yellow, and electric blue. This light not only illuminates her face, brimming with pure joy and excitement, but also casts ever-changing colorful reflections on her silver-white garment. The entire image is imbued with a sense of movement and fantasy, creating an atmosphere of intense liveliness and vibrant energy.",
+ "seed": 23781,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_0/index_4108_seed_23781_dp_1_rank_2_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 1.5625,
+ "video_score2_ta": 3.4375,
+ "video_score2_mq": 2.734375,
+ "video_score2_overall": 7.75,
+ "avg": 7.734375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic shot, shot from an extremely low, upward angle, captures a vibrant young female character at the apex of a graceful leap. Her body unfurls in the center of the frame, limbs extended outward in a gesture so effortless that it seems to defy gravity. She wears a form-fitting, iridescent, silver-white, futuristic bodysuit, its smooth material reflecting the surrounding light. The backdrop is a vast, dark void, dotted with faint, distant stardust, accentuating the character's radiance. Her most striking feature is her long, completely translucent hair, which gently undulates and drifts in the weightless environment like luminous jellyfish tentacles. These strands emanate an intense, iridescent bioluminescence, shifting vibrantly between cyan, magenta, brilliant yellow, and electric blue. This light not only illuminates her face, brimming with pure joy and excitement, but also casts ever-changing colorful reflections on her silver-white garment. The entire image is imbued with a sense of movement and fantasy, creating an atmosphere of intense liveliness and vibrant energy.",
+ "token_credit_reward": 7.75,
+ "selected_reward": 7.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic shot from an extremely low, upward angle featuring a vibrant young female character at the apex of a graceful leap. She wears a form-fitting, iridescent, silver-white, futuristic bodysuit with smooth material reflecting light. The backdrop is a vast, dark void with faint distant stardust, and her long, completely translucent hair glows with iridescent bioluminescence in cyan, magenta, yellow, and blue. The scene aims for movement and fantasy with intense liveliness and vibrant energy.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional compression artifacts. The character remains identifiable across frames, and lighting effects are present, but there are noticeable inconsistencies in sharpness and color fidelity. The background space remains dark and the glow effects contribute to the scene, yet overall clarity does 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: a low-angle dynamic shot, a central female figure in a form-fitting suit, a luminous, translucent appearance, and a space backdrop with light effects. Some nuanced aspects such as precise motion dynamics and exact color shifts are not perfectly matched, but the main components align well with the description.\n\nPhysical Consistency Analysis:\nPhysical consistency is moderate (score 3). The figure maintains general proportions and a coherent silhouette, and the lighting interactions are plausible within the stylized context. However, there are minor inconsistencies in limb positioning and subtle shading during motion, preventing a higher level of realism while preserving the fantasy aesthetic.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.5625,
+ "TA": 3.4375,
+ "MQ": 2.734375,
+ "Overall": 7.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic shot from an extremely low, upward angle featuring a vibrant young female character at the apex of a graceful leap. She wears a form-fitting, iridescent, silver-white, futuristic bodysuit with smooth material reflecting light. The backdrop is a vast, dark void with faint distant stardust, and her long, completely translucent hair glows with iridescent bioluminescence in cyan, magenta, yellow, and blue. The scene aims for movement and fantasy with intense liveliness and vibrant energy.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional compression artifacts. The character remains identifiable across frames, and lighting effects are present, but there are noticeable inconsistencies in sharpness and color fidelity. The background space remains dark and the glow effects contribute to the scene, yet overall clarity does 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: a low-angle dynamic shot, a central female figure in a form-fitting suit, a luminous, translucent appearance, and a space backdrop with light effects. Some nuanced aspects such as precise motion dynamics and exact color shifts are not perfectly matched, but the main components align well with the description.\n\nPhysical Consistency Analysis:\nPhysical consistency is moderate (score 3). The figure maintains general proportions and a coherent silhouette, and the lighting interactions are plausible within the stylized context. However, there are minor inconsistencies in limb positioning and subtle shading during motion, preventing a higher level of realism while preserving the fantasy aesthetic.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_1/index_tensor([778, 778])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_1/index_tensor([778, 778])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..a0a4206dddd42dfea510ff73582d6af2fa7cb0a9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_1/index_tensor([778, 778])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slow, orbiting medium close-up begins, the camera smoothly panning around a cylindrical, transparent glass container unit standing on a sterile, metal pedestal in the center of a desolate, dystopian bio-lab. The environment exhibits a stark sci-fi realism, featuring a focal wall of cold, brushed steel and a diagnostic screen displaying a static, flat diagram in the dark background. The only lighting comes from a harsh white overhead LED panel, which casts a sharp, clinical reflection on the glass and creates a subdued hum. Inside the container, a fragile specimen of a plant, its flower composed of paper-thin, withered white petals, begins to fail. Its once strong, slender green stem, now a slightly sickly yellow, trembles before slowly and inexorably drooping downward. The leaves, deprived of moisture, curl tightly inward in a final, protective gesture. As the camera continues its dispassionate pan, it captures the plant's final, graceful collapse in a continuous, detailed sequence: the main stem completely bends, and the flower head, bearing its dying petals, gently drops, landing on the cold, sterile enclosure—a poignant moment. Nature decays in a world of artificial perfection.",
+ "seed": 32997,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_1/index_778_seed_32997_dp_2_rank_4_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": 3.140625,
+ "video_score2_ta": 3.09375,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 9.3125,
+ "avg": 9.3125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow, orbiting medium close-up begins, the camera smoothly panning around a cylindrical, transparent glass container unit standing on a sterile, metal pedestal in the center of a desolate, dystopian bio-lab. The environment exhibits a stark sci-fi realism, featuring a focal wall of cold, brushed steel and a diagnostic screen displaying a static, flat diagram in the dark background. The only lighting comes from a harsh white overhead LED panel, which casts a sharp, clinical reflection on the glass and creates a subdued hum. Inside the container, a fragile specimen of a plant, its flower composed of paper-thin, withered white petals, begins to fail. Its once strong, slender green stem, now a slightly sickly yellow, trembles before slowly and inexorably drooping downward. The leaves, deprived of moisture, curl tightly inward in a final, protective gesture. As the camera continues its dispassionate pan, it captures the plant's final, graceful collapse in a continuous, detailed sequence: the main stem completely bends, and the flower head, bearing its dying petals, gently drops, landing on the cold, sterile enclosure—a poignant moment. Nature decays in a world of artificial perfection.",
+ "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 slow, orbiting medium close-up that begins with a camera pan around a cylindrical, transparent glass container on a sterile metal pedestal in a desolate, dystopian lab. The environment features a stark sci-fi realism with a wall of cold, polished steel and a diagnostic screen showing a static flat diagram in the dark background. The lighting is harsh white overhead LEDs, casting a sharp, clinical reflection on the glass. Inside the container, a fragile plant with paper-thin, withered white petals begins to fail; the stem shifts from green to yellow, curls, and droops as the camera continues its dispassionate pan. The sequence culminates in the main stem bending and the flower head dropping onto the cold enclosure, capturing nature's decay in a world of artificial perfection.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the glass container, plant, and lab setting, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The sequence remains coherent and readable, though not exceptionally sharp or pristine throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: the cylindrical glass container on a metal pedestal, the desolate lab ambiance, the plant withering under harsh lighting, and the camera orbiting around the subject. The diagnostic screen and the exact progression of the plant’s decay are not fully realized, but the essential narrative and visual cues align well with the description. The pacing and framing support the intended mood, yielding a high level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the container remains stable, the plant responds to environmental stress with believable morphing, and lighting/shadows are coherent. However, there are minor inconsistencies in how the stem deforms and how the petals detach, which prevent a perfect match to real-world behavior. Overall, the dynamics feel credible within the sci-fi context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.140625,
+ "TA": 3.09375,
+ "MQ": 3.078125,
+ "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 slow, orbiting medium close-up that begins with a camera pan around a cylindrical, transparent glass container on a sterile metal pedestal in a desolate, dystopian lab. The environment features a stark sci-fi realism with a wall of cold, polished steel and a diagnostic screen showing a static flat diagram in the dark background. The lighting is harsh white overhead LEDs, casting a sharp, clinical reflection on the glass. Inside the container, a fragile plant with paper-thin, withered white petals begins to fail; the stem shifts from green to yellow, curls, and droops as the camera continues its dispassionate pan. The sequence culminates in the main stem bending and the flower head dropping onto the cold enclosure, capturing nature's decay in a world of artificial perfection.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the glass container, plant, and lab setting, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The sequence remains coherent and readable, though not exceptionally sharp or pristine throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: the cylindrical glass container on a metal pedestal, the desolate lab ambiance, the plant withering under harsh lighting, and the camera orbiting around the subject. The diagnostic screen and the exact progression of the plant’s decay are not fully realized, but the essential narrative and visual cues align well with the description. The pacing and framing support the intended mood, yielding a high level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the container remains stable, the plant responds to environmental stress with believable morphing, and lighting/shadows are coherent. However, there are minor inconsistencies in how the stem deforms and how the petals detach, which prevent a perfect match to real-world behavior. Overall, the dynamics feel credible within the sci-fi context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, orbiting medium close-up begins, the camera smoothly panning around a cylindrical, transparent glass container unit standing on a sterile, metal pedestal in the center of a desolate, dystopian bio-lab. The environment exhibits a stark sci-fi realism, featuring a focal wall of cold, brushed steel and a diagnostic screen displaying a static, flat diagram in the dark background. The only lighting comes from a harsh white overhead LED panel, which casts a sharp, clinical reflection on the glass and creates a subdued hum. Inside the container, a fragile specimen of a plant, its flower composed of paper-thin, withered white petals, begins to fail. Its once strong, slender green stem, now a slightly sickly yellow, trembles before slowly and inexorably drooping downward. The leaves, deprived of moisture, curl tightly inward in a final, protective gesture. As the camera continues its dispassionate pan, it captures the plant's final, graceful collapse in a continuous, detailed sequence: the main stem completely bends, and the flower head, bearing its dying petals, gently drops, landing on the cold, sterile enclosure—a poignant moment. Nature decays in a world of artificial perfection.",
+ "seed": 32998,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_1/index_778_seed_32998_dp_2_rank_4_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.875,
+ "video_score2_ta": 3.3125,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 9.25,
+ "avg": 9.265625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow, orbiting medium close-up begins, the camera smoothly panning around a cylindrical, transparent glass container unit standing on a sterile, metal pedestal in the center of a desolate, dystopian bio-lab. The environment exhibits a stark sci-fi realism, featuring a focal wall of cold, brushed steel and a diagnostic screen displaying a static, flat diagram in the dark background. The only lighting comes from a harsh white overhead LED panel, which casts a sharp, clinical reflection on the glass and creates a subdued hum. Inside the container, a fragile specimen of a plant, its flower composed of paper-thin, withered white petals, begins to fail. Its once strong, slender green stem, now a slightly sickly yellow, trembles before slowly and inexorably drooping downward. The leaves, deprived of moisture, curl tightly inward in a final, protective gesture. As the camera continues its dispassionate pan, it captures the plant's final, graceful collapse in a continuous, detailed sequence: the main stem completely bends, and the flower head, bearing its dying petals, gently drops, landing on the cold, sterile enclosure—a poignant moment. Nature decays in a world of artificial perfection.",
+ "token_credit_reward": 9.25,
+ "selected_reward": 9.25,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, orbiting medium close-up that begins with a camera smoothly panning around a cylindrical, transparent glass container on a sterile metal pedestal in a desolate, dystopian lab. The environment should feature a stark sci-fi realism with a wall of cold, polished metal and a diagnostic screen showing a static flat diagram in the dark background. The lighting is harsh white overhead LEDs that cast sharp, clinical reflections on the glass. Inside the container, a fragile plant with paper thin, withered white petals begins to fail, its stem turning yellow and drooping as leaves curl in a final protective gesture. The camera should capture the plant's collapse in a continuous, detailed sequence, ending with the stem bending and the flower dropping onto the cold enclosure.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the glass container, plant, and lab setting, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The sequence remains coherent and readable, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a cylindrical glass container on a metal pedestal, a desolate lab ambiance, and a plant withering under harsh lighting. The camera movement is present but not a full orbit; the pan is partial rather than complete. The diagnostic screen and the exact petal details are not clearly visible, but the essential narrative and mood align well with the prompt. The final moments show the plant bending and dropping, consistent with the described sequence.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The plant's decay follows plausible botanical progression, with the stem bending and petals detaching in a believable manner. Lighting and shadows support the scene's realism, and the glass container reflects light plausibly. Some minor deviations in timing or motion exist, but they do not undermine overall plausibility.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.875,
+ "TA": 3.3125,
+ "MQ": 3.078125,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, orbiting medium close-up that begins with a camera smoothly panning around a cylindrical, transparent glass container on a sterile metal pedestal in a desolate, dystopian lab. The environment should feature a stark sci-fi realism with a wall of cold, polished metal and a diagnostic screen showing a static flat diagram in the dark background. The lighting is harsh white overhead LEDs that cast sharp, clinical reflections on the glass. Inside the container, a fragile plant with paper thin, withered white petals begins to fail, its stem turning yellow and drooping as leaves curl in a final protective gesture. The camera should capture the plant's collapse in a continuous, detailed sequence, ending with the stem bending and the flower dropping onto the cold enclosure.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the glass container, plant, and lab setting, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The sequence remains coherent and readable, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a cylindrical glass container on a metal pedestal, a desolate lab ambiance, and a plant withering under harsh lighting. The camera movement is present but not a full orbit; the pan is partial rather than complete. The diagnostic screen and the exact petal details are not clearly visible, but the essential narrative and mood align well with the prompt. The final moments show the plant bending and dropping, consistent with the described sequence.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The plant's decay follows plausible botanical progression, with the stem bending and petals detaching in a believable manner. Lighting and shadows support the scene's realism, and the glass container reflects light plausibly. Some minor deviations in timing or motion exist, but they do not undermine overall 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, orbiting medium close-up begins, the camera smoothly panning around a cylindrical, transparent glass container unit standing on a sterile, metal pedestal in the center of a desolate, dystopian bio-lab. The environment exhibits a stark sci-fi realism, featuring a focal wall of cold, brushed steel and a diagnostic screen displaying a static, flat diagram in the dark background. The only lighting comes from a harsh white overhead LED panel, which casts a sharp, clinical reflection on the glass and creates a subdued hum. Inside the container, a fragile specimen of a plant, its flower composed of paper-thin, withered white petals, begins to fail. Its once strong, slender green stem, now a slightly sickly yellow, trembles before slowly and inexorably drooping downward. The leaves, deprived of moisture, curl tightly inward in a final, protective gesture. As the camera continues its dispassionate pan, it captures the plant's final, graceful collapse in a continuous, detailed sequence: the main stem completely bends, and the flower head, bearing its dying petals, gently drops, landing on the cold, sterile enclosure—a poignant moment. Nature decays in a world of artificial perfection.",
+ "seed": 32999,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_1/index_778_seed_32999_dp_3_rank_6_sample_2_slot_0.mp4",
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+ "video_score2_ta": 3.34375,
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+ "video_score2_overall": 9.0,
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+ "question": "slow, orbiting medium close-up begins, the camera smoothly panning around a cylindrical, transparent glass container unit standing on a sterile, metal pedestal in the center of a desolate, dystopian bio-lab. The environment exhibits a stark sci-fi realism, featuring a focal wall of cold, brushed steel and a diagnostic screen displaying a static, flat diagram in the dark background. The only lighting comes from a harsh white overhead LED panel, which casts a sharp, clinical reflection on the glass and creates a subdued hum. Inside the container, a fragile specimen of a plant, its flower composed of paper-thin, withered white petals, begins to fail. Its once strong, slender green stem, now a slightly sickly yellow, trembles before slowly and inexorably drooping downward. The leaves, deprived of moisture, curl tightly inward in a final, protective gesture. As the camera continues its dispassionate pan, it captures the plant's final, graceful collapse in a continuous, detailed sequence: the main stem completely bends, and the flower head, bearing its dying petals, gently drops, landing on the cold, sterile enclosure—a poignant moment. Nature decays in a world of artificial perfection.",
+ "token_credit_reward": 9.0,
+ "selected_reward": 9.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, orbiting medium close-up that begins with a camera smoothly panning around a cylindrical, transparent glass container unit standing on a sterile, metal pedestal in the center of a desolate, dystopian bio-lab. The environment should exhibit stark sci-fi realism, featuring a focal wall of cold, brushed steel and a diagnostic screen displaying a static, flat diagram in the dark background. The only lighting is from a harsh white overhead LED panel, which casts a sharp, clinical reflection on the glass and creates a subdued hum. Inside the container, a fragile specimen of a plant, its flower composed of paper-thin, withered white petals, begins to fail. Its once strong, slender green stem, now a slightly sickly yellow, trembles before slowly and inexorably drooping downward. The leaves, deprived of moisture, curl tightly inward in a final, protective gesture. As the camera continues its dispassionate pan, it captures the plant's final, graceful collapse in a continuous, detailed sequence: the main stem completely bends, and the flower head, bearing its dying petals, gently drops, landing on the cold, sterile enclosure — a poignant moment. Nature decays in a world of artificial perfection\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the glass container, plant, and lab setting, but there are occasional minor artifacts and slight inconsistencies in lighting or focus across frames. The sequence remains coherent and readable, though not exceptionally polished.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a cylindrical glass container on a metal pedestal, a sterile/dystopian lab ambiance, and a plant with a failing progression. The camera movement is present but not perfectly smooth; some details such as the exact timing of the stem bend and the landing of the flower head are not captured with perfect precision, yet the overall narrative and mood align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The plant’s decay follows plausible botanical progression within a controlled environment, and the glass container and metal surfaces behave realistically. However, there are minor deviations in timing and motion that prevent a higher level of realism, keeping the overall scenario believable without major implausibilities.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.671875,
+ "TA": 3.34375,
+ "MQ": 2.984375,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, orbiting medium close-up that begins with a camera smoothly panning around a cylindrical, transparent glass container unit standing on a sterile, metal pedestal in the center of a desolate, dystopian bio-lab. The environment should exhibit stark sci-fi realism, featuring a focal wall of cold, brushed steel and a diagnostic screen displaying a static, flat diagram in the dark background. The only lighting is from a harsh white overhead LED panel, which casts a sharp, clinical reflection on the glass and creates a subdued hum. Inside the container, a fragile specimen of a plant, its flower composed of paper-thin, withered white petals, begins to fail. Its once strong, slender green stem, now a slightly sickly yellow, trembles before slowly and inexorably drooping downward. The leaves, deprived of moisture, curl tightly inward in a final, protective gesture. As the camera continues its dispassionate pan, it captures the plant's final, graceful collapse in a continuous, detailed sequence: the main stem completely bends, and the flower head, bearing its dying petals, gently drops, landing on the cold, sterile enclosure — a poignant moment. Nature decays in a world of artificial perfection\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the glass container, plant, and lab setting, but there are occasional minor artifacts and slight inconsistencies in lighting or focus across frames. The sequence remains coherent and readable, though not exceptionally polished.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a cylindrical glass container on a metal pedestal, a sterile/dystopian lab ambiance, and a plant with a failing progression. The camera movement is present but not perfectly smooth; some details such as the exact timing of the stem bend and the landing of the flower head are not captured with perfect precision, yet the overall narrative and mood align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The plant’s decay follows plausible botanical progression within a controlled environment, and the glass container and metal surfaces behave realistically. However, there are minor deviations in timing and motion that prevent a higher level of realism, keeping the overall scenario believable without major implausibilities.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, orbiting medium close-up begins, the camera smoothly panning around a cylindrical, transparent glass container unit standing on a sterile, metal pedestal in the center of a desolate, dystopian bio-lab. The environment exhibits a stark sci-fi realism, featuring a focal wall of cold, brushed steel and a diagnostic screen displaying a static, flat diagram in the dark background. The only lighting comes from a harsh white overhead LED panel, which casts a sharp, clinical reflection on the glass and creates a subdued hum. Inside the container, a fragile specimen of a plant, its flower composed of paper-thin, withered white petals, begins to fail. Its once strong, slender green stem, now a slightly sickly yellow, trembles before slowly and inexorably drooping downward. The leaves, deprived of moisture, curl tightly inward in a final, protective gesture. As the camera continues its dispassionate pan, it captures the plant's final, graceful collapse in a continuous, detailed sequence: the main stem completely bends, and the flower head, bearing its dying petals, gently drops, landing on the cold, sterile enclosure—a poignant moment. Nature decays in a world of artificial perfection.",
+ "seed": 33000,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_1/index_778_seed_33000_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 3.171875,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.375,
+ "avg": 9.359375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow, orbiting medium close-up begins, the camera smoothly panning around a cylindrical, transparent glass container unit standing on a sterile, metal pedestal in the center of a desolate, dystopian bio-lab. The environment exhibits a stark sci-fi realism, featuring a focal wall of cold, brushed steel and a diagnostic screen displaying a static, flat diagram in the dark background. The only lighting comes from a harsh white overhead LED panel, which casts a sharp, clinical reflection on the glass and creates a subdued hum. Inside the container, a fragile specimen of a plant, its flower composed of paper-thin, withered white petals, begins to fail. Its once strong, slender green stem, now a slightly sickly yellow, trembles before slowly and inexorably drooping downward. The leaves, deprived of moisture, curl tightly inward in a final, protective gesture. As the camera continues its dispassionate pan, it captures the plant's final, graceful collapse in a continuous, detailed sequence: the main stem completely bends, and the flower head, bearing its dying petals, gently drops, landing on the cold, sterile enclosure—a poignant moment. Nature decays in a world of artificial perfection.",
+ "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, orbiting medium close-up that begins with a camera smoothly panning around a cylindrical, transparent glass container on a sterile metal pedestal in a desolate, dystopian lab. The environment features a stark sci-fi realism with a wall of cold, polished metal and a diagnostic screen showing a static flat diagram in the dark background. The only lighting is a harsh white overhead LED panel, casting a sharp, clinical reflection on the glass and creating a subdued hum. Inside the container, a fragile plant with paper-thin, withered white petals begins to fail; the stem shifts from green to yellow, the leaves curl, and the plant collapses in a continuous, detailed sequence as the camera pans.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild softness or minor compression artifacts, and a few shots feel slightly less sharp than ideal. The glass container reflections and the sterile setting are present, though not perfectly rendered across all frames. The motion appears reasonably smooth, but occasional minor frame-to-frame inconsistencies reduce perceived polish. In sum, the visuals convey the scene adequately without reaching high-end fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a cylindrical glass container on a sterile metal pedestal, a desolate, dystopian lab ambiance, and a plant withering under harsh lighting. The camera movement is a slow orbit/pan around the container, and the plant’s progression from healthy to failing is depicted with visible detail. A few background specifics (e.g., exact lab equipment or the precise appearance of the diagnostic screen) are not perfectly matched, but these do not significantly detract from the overall alignment. The sequence remains coherent and faithful to the intended scenario.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The plant’s decay follows plausible botanical dynamics, and the interaction between the glass container and the sterile environment reads as believable within the sci-fi context. Lighting and reflections support the clinical aesthetic, and the gradual collapse of the plant is portrayed with credible timing. However, some micro-physics details (such as the exact timing of petal detachment or the precise bending of the stem) are simplified, resulting in a generally plausible but not flawless depiction of natural decay.\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": 3.15625,
+ "TA": 3.171875,
+ "MQ": 3.03125,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, orbiting medium close-up that begins with a camera smoothly panning around a cylindrical, transparent glass container on a sterile metal pedestal in a desolate, dystopian lab. The environment features a stark sci-fi realism with a wall of cold, polished metal and a diagnostic screen showing a static flat diagram in the dark background. The only lighting is a harsh white overhead LED panel, casting a sharp, clinical reflection on the glass and creating a subdued hum. Inside the container, a fragile plant with paper-thin, withered white petals begins to fail; the stem shifts from green to yellow, the leaves curl, and the plant collapses in a continuous, detailed sequence as the camera pans.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild softness or minor compression artifacts, and a few shots feel slightly less sharp than ideal. The glass container reflections and the sterile setting are present, though not perfectly rendered across all frames. The motion appears reasonably smooth, but occasional minor frame-to-frame inconsistencies reduce perceived polish. In sum, the visuals convey the scene adequately without reaching high-end fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a cylindrical glass container on a sterile metal pedestal, a desolate, dystopian lab ambiance, and a plant withering under harsh lighting. The camera movement is a slow orbit/pan around the container, and the plant’s progression from healthy to failing is depicted with visible detail. A few background specifics (e.g., exact lab equipment or the precise appearance of the diagnostic screen) are not perfectly matched, but these do not significantly detract from the overall alignment. The sequence remains coherent and faithful to the intended scenario.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The plant’s decay follows plausible botanical dynamics, and the interaction between the glass container and the sterile environment reads as believable within the sci-fi context. Lighting and reflections support the clinical aesthetic, and the gradual collapse of the plant is portrayed with credible timing. However, some micro-physics details (such as the exact timing of petal detachment or the precise bending of the stem) are simplified, resulting in a generally plausible but not flawless depiction of natural decay.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_10/index_tensor([5582, 5582])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_10/index_tensor([5582, 5582])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c209a248e118e3a1df7142ee9b63bbcf7892e404
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_10/index_tensor([5582, 5582])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "sweeping, high-angle panoramic shot, as if executed by a drone, smoothly parallels a sleek intercity express train as it smoothly traverses a vast metropolis at dusk. The train's slender, articulated body, constructed of a dark, polished metal alloy that reflects the fading ambient light, appears to undulate gracefully in a powerful, serpentine pattern along a vast, elevated concrete track between towering skyscrapers. The cityscape is a dense forest of modern buildings, their concrete and glass facades a soft, non-reflective gray. In the distance, the streets are dark canyons, streaked only by the faint, creeping headlights and taillights of cars. The entire scene is captured in a deliberately desaturated palette: the cool, dominant gray of the city buildings and the deep blue of the dusk sky create a stark, dramatic contrast with the train's continuous, glowing rectangular windows, which emit a warm golden glow, and the scattered, sharp, electronic city lights. This visual dichotomy creates a powerful atmosphere of cool, cinematic grandeur, emphasizing the immense scale of the city and the relentless, elegant movement of technology within it.",
+ "seed": 17071,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_10/index_5582_seed_17071_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": 2.921875,
+ "video_score2_ta": 3.390625,
+ "video_score2_mq": 3.28125,
+ "video_score2_overall": 9.625,
+ "avg": 9.59375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "sweeping, high-angle panoramic shot, as if executed by a drone, smoothly parallels a sleek intercity express train as it smoothly traverses a vast metropolis at dusk. The train's slender, articulated body, constructed of a dark, polished metal alloy that reflects the fading ambient light, appears to undulate gracefully in a powerful, serpentine pattern along a vast, elevated concrete track between towering skyscrapers. The cityscape is a dense forest of modern buildings, their concrete and glass facades a soft, non-reflective gray. In the distance, the streets are dark canyons, streaked only by the faint, creeping headlights and taillights of cars. The entire scene is captured in a deliberately desaturated palette: the cool, dominant gray of the city buildings and the deep blue of the dusk sky create a stark, dramatic contrast with the train's continuous, glowing rectangular windows, which emit a warm golden glow, and the scattered, sharp, electronic city lights. This visual dichotomy creates a powerful atmosphere of cool, cinematic grandeur, emphasizing the immense scale of the city and the relentless, elegant movement of technology within it.",
+ "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 sweeping, high-angle panoramic shot of a sleek intercity express train traversing a vast metropolis at dusk. The train is depicted with a slim, articulated body in a dark polished metal alloy, moving along an elevated concrete track amid tall buildings. The cityscape is presented as a dense forest of modern structures with concrete and glass facades. In the distance, streets appear as dark canyons with faint vehicle lights. The overall mood is intended to be a desaturated palette with cool grays and deep blues, emphasizing scale and the technological movement within the city.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the train and surrounding architecture, but there are occasional minor artifacts and slight inconsistencies in lighting or color grading across frames. The motion remains reasonably smooth and the sequence maintains coherence, though it does not reach high-end polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: elevated track, modern cityscape, dusk ambiance, and a sleek train with visible windows. The camera perspective is close to a high-angle view, and the train’s movement is smooth. Some aspects such as the exact timing of the sweeping motion or the precise depiction of distant street details may vary slightly, but the core prompt elements are well represented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships, with coherent lighting and motion. However, there are minor inconsistencies in perspective or scale cues that prevent a higher level of realism, 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": 2.921875,
+ "TA": 3.390625,
+ "MQ": 3.28125,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, high-angle panoramic shot of a sleek intercity express train traversing a vast metropolis at dusk. The train is depicted with a slim, articulated body in a dark polished metal alloy, moving along an elevated concrete track amid tall buildings. The cityscape is presented as a dense forest of modern structures with concrete and glass facades. In the distance, streets appear as dark canyons with faint vehicle lights. The overall mood is intended to be a desaturated palette with cool grays and deep blues, emphasizing scale and the technological movement within the city.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the train and surrounding architecture, but there are occasional minor artifacts and slight inconsistencies in lighting or color grading across frames. The motion remains reasonably smooth and the sequence maintains coherence, though it does not reach high-end polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: elevated track, modern cityscape, dusk ambiance, and a sleek train with visible windows. The camera perspective is close to a high-angle view, and the train’s movement is smooth. Some aspects such as the exact timing of the sweeping motion or the precise depiction of distant street details may vary slightly, but the core prompt elements are well represented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships, with coherent lighting and motion. However, there are minor inconsistencies in perspective or scale cues that prevent a higher level of realism, 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"
+ ]
+ },
+ {
+ "prompt": "sweeping, high-angle panoramic shot, as if executed by a drone, smoothly parallels a sleek intercity express train as it smoothly traverses a vast metropolis at dusk. The train's slender, articulated body, constructed of a dark, polished metal alloy that reflects the fading ambient light, appears to undulate gracefully in a powerful, serpentine pattern along a vast, elevated concrete track between towering skyscrapers. The cityscape is a dense forest of modern buildings, their concrete and glass facades a soft, non-reflective gray. In the distance, the streets are dark canyons, streaked only by the faint, creeping headlights and taillights of cars. The entire scene is captured in a deliberately desaturated palette: the cool, dominant gray of the city buildings and the deep blue of the dusk sky create a stark, dramatic contrast with the train's continuous, glowing rectangular windows, which emit a warm golden glow, and the scattered, sharp, electronic city lights. This visual dichotomy creates a powerful atmosphere of cool, cinematic grandeur, emphasizing the immense scale of the city and the relentless, elegant movement of technology within it.",
+ "seed": 17072,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_10/index_5582_seed_17072_dp_20_rank_40_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.71875,
+ "video_score2_ta": 3.578125,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 9.4375,
+ "avg": 9.4375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "sweeping, high-angle panoramic shot, as if executed by a drone, smoothly parallels a sleek intercity express train as it smoothly traverses a vast metropolis at dusk. The train's slender, articulated body, constructed of a dark, polished metal alloy that reflects the fading ambient light, appears to undulate gracefully in a powerful, serpentine pattern along a vast, elevated concrete track between towering skyscrapers. The cityscape is a dense forest of modern buildings, their concrete and glass facades a soft, non-reflective gray. In the distance, the streets are dark canyons, streaked only by the faint, creeping headlights and taillights of cars. The entire scene is captured in a deliberately desaturated palette: the cool, dominant gray of the city buildings and the deep blue of the dusk sky create a stark, dramatic contrast with the train's continuous, glowing rectangular windows, which emit a warm golden glow, and the scattered, sharp, electronic city lights. This visual dichotomy creates a powerful atmosphere of cool, cinematic grandeur, emphasizing the immense scale of the city and the relentless, elegant movement of technology within it.",
+ "token_credit_reward": 9.4375,
+ "selected_reward": 9.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, high-angle panoramic shot of a sleek intercity express train traversing a vast metropolis at dusk. The train is depicted with a slim, articulated body in a dark polished metal alloy, moving along an elevated concrete track amid tall buildings. The cityscape is portrayed as a dense forest of modern structures with concrete and glass facades. In the distance, streets appear as dark canyons with faint headlight and taillight streaks. The scene is intended to be desaturated with a cool urban palette and warm train window glow, emphasizing scale and technological movement.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some motion blur around fast-moving elements. There are occasional compression artifacts and mild color desaturation, yet the scene remains legible and coherent. The sequence maintains reasonable clarity and smoothness, though it does not reach high-fidelity detail or pristine sharpness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a high-angle perspective, a sleek train, and a dusk ambiance with illuminated windows. The elevated track and urban backdrop are clearly visible, and the general composition matches the described scenario. Some minor deviations exist in exact geometry and lighting nuances, but they do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The train’s movement and its relation to the elevated track feel plausible, and the dusk lighting supports believable shadows and reflections. However, there are subtle inconsistencies in perspective, scale cues, and lighting interactions that prevent a higher level of realism. Overall, the scene remains coherent and believable, 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": {
+ "VQ": 2.71875,
+ "TA": 3.578125,
+ "MQ": 3.140625,
+ "Overall": 9.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, high-angle panoramic shot of a sleek intercity express train traversing a vast metropolis at dusk. The train is depicted with a slim, articulated body in a dark polished metal alloy, moving along an elevated concrete track amid tall buildings. The cityscape is portrayed as a dense forest of modern structures with concrete and glass facades. In the distance, streets appear as dark canyons with faint headlight and taillight streaks. The scene is intended to be desaturated with a cool urban palette and warm train window glow, emphasizing scale and technological movement.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some motion blur around fast-moving elements. There are occasional compression artifacts and mild color desaturation, yet the scene remains legible and coherent. The sequence maintains reasonable clarity and smoothness, though it does not reach high-fidelity detail or pristine sharpness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a high-angle perspective, a sleek train, and a dusk ambiance with illuminated windows. The elevated track and urban backdrop are clearly visible, and the general composition matches the described scenario. Some minor deviations exist in exact geometry and lighting nuances, but they do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The train’s movement and its relation to the elevated track feel plausible, and the dusk lighting supports believable shadows and reflections. However, there are subtle inconsistencies in perspective, scale cues, and lighting interactions that prevent a higher level of realism. Overall, the scene remains coherent and believable, 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": "sweeping, high-angle panoramic shot, as if executed by a drone, smoothly parallels a sleek intercity express train as it smoothly traverses a vast metropolis at dusk. The train's slender, articulated body, constructed of a dark, polished metal alloy that reflects the fading ambient light, appears to undulate gracefully in a powerful, serpentine pattern along a vast, elevated concrete track between towering skyscrapers. The cityscape is a dense forest of modern buildings, their concrete and glass facades a soft, non-reflective gray. In the distance, the streets are dark canyons, streaked only by the faint, creeping headlights and taillights of cars. The entire scene is captured in a deliberately desaturated palette: the cool, dominant gray of the city buildings and the deep blue of the dusk sky create a stark, dramatic contrast with the train's continuous, glowing rectangular windows, which emit a warm golden glow, and the scattered, sharp, electronic city lights. This visual dichotomy creates a powerful atmosphere of cool, cinematic grandeur, emphasizing the immense scale of the city and the relentless, elegant movement of technology within it.",
+ "seed": 17073,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_10/index_5582_seed_17073_dp_21_rank_42_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.640625,
+ "video_score2_ta": 3.578125,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.375,
+ "avg": 9.40625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "sweeping, high-angle panoramic shot, as if executed by a drone, smoothly parallels a sleek intercity express train as it smoothly traverses a vast metropolis at dusk. The train's slender, articulated body, constructed of a dark, polished metal alloy that reflects the fading ambient light, appears to undulate gracefully in a powerful, serpentine pattern along a vast, elevated concrete track between towering skyscrapers. The cityscape is a dense forest of modern buildings, their concrete and glass facades a soft, non-reflective gray. In the distance, the streets are dark canyons, streaked only by the faint, creeping headlights and taillights of cars. The entire scene is captured in a deliberately desaturated palette: the cool, dominant gray of the city buildings and the deep blue of the dusk sky create a stark, dramatic contrast with the train's continuous, glowing rectangular windows, which emit a warm golden glow, and the scattered, sharp, electronic city lights. This visual dichotomy creates a powerful atmosphere of cool, cinematic grandeur, emphasizing the immense scale of the city and the relentless, elegant movement of technology within it.",
+ "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 sweeping, high-angle panoramic shot executed by a drone, following a sleek intercity express train as it traverses a vast metropolis at dusk. The train features a slender, articulated body with a dark, polished metal finish that reflects fading ambient light, moving along an elevated concrete track amid tall buildings. The cityscape is depicted as a dense forest of modern structures with concrete and glass facades, while distant streets are portrayed as dark canyons with subtle vehicle lighting. The overall mood emphasizes a desaturated palette with a stark contrast between the train’s warm glow and the cool urban environment, highlighting the train’s movement and the city’s scale.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially during camera movement. There are occasional compression artifacts and mild color desaturation, yet the scene remains legible and coherent. Lighting and contrast are generally stable across frames, though some frames lack fine detail due to blur. The sequence maintains a consistent look, but the overall sharpness and texture fidelity do not reach high-end levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a high-angle, sweeping perspective with a drone-like feel, and the train is clearly visible and well-integrated into a dense urban setting. The dusk ambiance and the train’s sleek, articulated form are well captured, and the elevated track and surrounding architecture align with the description. Some minor deviations exist in distant street details and the precise timing of the train’s movement, 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 train’s motion and its relation to the elevated track appear plausible, and the urban geometry reads coherently. However, there are small inconsistencies in perspective and scale cues—occasional mismatches in building proportions or lighting interactions—that prevent a higher level of realism. Overall, the scene remains believable and internally coherent, but not perfectly precise in every frame.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.640625,
+ "TA": 3.578125,
+ "MQ": 3.1875,
+ "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 sweeping, high-angle panoramic shot executed by a drone, following a sleek intercity express train as it traverses a vast metropolis at dusk. The train features a slender, articulated body with a dark, polished metal finish that reflects fading ambient light, moving along an elevated concrete track amid tall buildings. The cityscape is depicted as a dense forest of modern structures with concrete and glass facades, while distant streets are portrayed as dark canyons with subtle vehicle lighting. The overall mood emphasizes a desaturated palette with a stark contrast between the train’s warm glow and the cool urban environment, highlighting the train’s movement and the city’s scale.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially during camera movement. There are occasional compression artifacts and mild color desaturation, yet the scene remains legible and coherent. Lighting and contrast are generally stable across frames, though some frames lack fine detail due to blur. The sequence maintains a consistent look, but the overall sharpness and texture fidelity do not reach high-end levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a high-angle, sweeping perspective with a drone-like feel, and the train is clearly visible and well-integrated into a dense urban setting. The dusk ambiance and the train’s sleek, articulated form are well captured, and the elevated track and surrounding architecture align with the description. Some minor deviations exist in distant street details and the precise timing of the train’s movement, 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 train’s motion and its relation to the elevated track appear plausible, and the urban geometry reads coherently. However, there are small inconsistencies in perspective and scale cues—occasional mismatches in building proportions or lighting interactions—that prevent a higher level of realism. Overall, the scene remains believable and internally coherent, but not perfectly precise in every frame.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "sweeping, high-angle panoramic shot, as if executed by a drone, smoothly parallels a sleek intercity express train as it smoothly traverses a vast metropolis at dusk. The train's slender, articulated body, constructed of a dark, polished metal alloy that reflects the fading ambient light, appears to undulate gracefully in a powerful, serpentine pattern along a vast, elevated concrete track between towering skyscrapers. The cityscape is a dense forest of modern buildings, their concrete and glass facades a soft, non-reflective gray. In the distance, the streets are dark canyons, streaked only by the faint, creeping headlights and taillights of cars. The entire scene is captured in a deliberately desaturated palette: the cool, dominant gray of the city buildings and the deep blue of the dusk sky create a stark, dramatic contrast with the train's continuous, glowing rectangular windows, which emit a warm golden glow, and the scattered, sharp, electronic city lights. This visual dichotomy creates a powerful atmosphere of cool, cinematic grandeur, emphasizing the immense scale of the city and the relentless, elegant movement of technology within it.",
+ "seed": 17074,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_10/index_5582_seed_17074_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "group_idx": 10,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.078125,
+ "video_score2_ta": 3.3125,
+ "video_score2_mq": 3.46875,
+ "video_score2_overall": 9.875,
+ "avg": 9.859375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "sweeping, high-angle panoramic shot, as if executed by a drone, smoothly parallels a sleek intercity express train as it smoothly traverses a vast metropolis at dusk. The train's slender, articulated body, constructed of a dark, polished metal alloy that reflects the fading ambient light, appears to undulate gracefully in a powerful, serpentine pattern along a vast, elevated concrete track between towering skyscrapers. The cityscape is a dense forest of modern buildings, their concrete and glass facades a soft, non-reflective gray. In the distance, the streets are dark canyons, streaked only by the faint, creeping headlights and taillights of cars. The entire scene is captured in a deliberately desaturated palette: the cool, dominant gray of the city buildings and the deep blue of the dusk sky create a stark, dramatic contrast with the train's continuous, glowing rectangular windows, which emit a warm golden glow, and the scattered, sharp, electronic city lights. This visual dichotomy creates a powerful atmosphere of cool, cinematic grandeur, emphasizing the immense scale of the city and the relentless, elegant movement of technology within it.",
+ "token_credit_reward": 9.875,
+ "selected_reward": 9.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, high-angle panoramic shot of a sleek intercity express train traversing a vast metropolis at dusk, with a desaturated palette and a contrast between cool city tones and warm train lighting. The video largely captures these elements, including the elevated track, the urban setting, and the dusk ambiance. However, some nuanced aspects—such as the exact motion dynamics and the precise depiction of the train’s form—are not perfectly realized, resulting in a strong but not flawless alignment with the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the train, buildings, and infrastructure, with consistent lighting and color grading across the sequence. There are no major distortions or artifacts, and transitions feel smooth. Nevertheless, there are occasional minor softness and slight noise in distant areas, preventing a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is solid overall (score 4). The video presents the key elements: elevated track, dense urban backdrop, and a dusk ambiance with a high-angle perspective. The train’s sleek, articulated design and the warm rectangular windows are visible, contributing to the intended mood. Some aspects—such as the exact motion dynamics and the precise depiction of the train’s form—are not perfectly realized, leaving room for improvement while maintaining strong fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships: the train sits on an elevated track, buildings form a believable skyline, and lighting remains coherent with a dusk setting. There may be minor inconsistencies in perspective or scale in certain frames, but nothing that breaks overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.078125,
+ "TA": 3.3125,
+ "MQ": 3.46875,
+ "Overall": 9.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, high-angle panoramic shot of a sleek intercity express train traversing a vast metropolis at dusk, with a desaturated palette and a contrast between cool city tones and warm train lighting. The video largely captures these elements, including the elevated track, the urban setting, and the dusk ambiance. However, some nuanced aspects—such as the exact motion dynamics and the precise depiction of the train’s form—are not perfectly realized, resulting in a strong but not flawless alignment with the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the train, buildings, and infrastructure, with consistent lighting and color grading across the sequence. There are no major distortions or artifacts, and transitions feel smooth. Nevertheless, there are occasional minor softness and slight noise in distant areas, preventing a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is solid overall (score 4). The video presents the key elements: elevated track, dense urban backdrop, and a dusk ambiance with a high-angle perspective. The train’s sleek, articulated design and the warm rectangular windows are visible, contributing to the intended mood. Some aspects—such as the exact motion dynamics and the precise depiction of the train’s form—are not perfectly realized, leaving room for improvement while maintaining strong fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships: the train sits on an elevated track, buildings form a believable skyline, and lighting remains coherent with a dusk setting. There may be minor inconsistencies in perspective or scale in certain frames, but nothing that breaks overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_11/index_tensor([1433, 1433])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_11/index_tensor([1433, 1433])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ac684602d27eccaf7ae83d487ed631a53096e545
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_11/index_tensor([1433, 1433])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 20240,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_11/index_1433_seed_20240_dp_22_rank_44_sample_0_slot_0.mp4",
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+ "avg": 7.953125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "From a static, aerial view established directly overhead, the camera executes a slow, almost imperceptible pan to follow the fluid movement of a lightweight silk scarf as it drifts across a polished, dark mahogany tabletop. The table's surface is impeccably smooth, its dark, rich veins reflecting soft, diffuse light from an unseen, off-camera source, creating a moody and contemplative canvas. The scarf itself is a masterpiece of exquisite fabric, dyed in ethereal, shifting shades of lavender and dusty rose, its edges woven with fine, shimmering silver threads. The scene comes alive when a gentle, unseen draft cautiously lifts a corner of the scarf; the fabric responds with slow, weightless grace, creating a series of silent, small waves that languidly spread across its surface. Each ripple catches the soft light, causing the silver threads to shimmer and the pastel colors to deepen and lighten in a mesmerizing dance, before the material deliberately lies flat again, its folds resting in a new, organic arrangement. The atmosphere is one of profound stillness and focused elegance, capturing fleeting, poetic moments of movement and stillness.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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, aerial view of a lightweight silk scarf drifting across a polished, dark mahogany tabletop, with ethereal color shifts and a slow, weightless movement. In practice, the video presents a close-up perspective rather than the intended overhead view, which constitutes a notable misalignment with the core prompt. The rest of the described elements—lavender/pastel tones, subtle edge detailing, and the implied light draft—are only partially realized, resulting in a moderate level of alignment overall.\n\nVisual Quality Analysis:\nAcross the sequence, the scarf shows flowing motion with some blur and mild softness, but the overall detail remains recognizable. Lighting is warm and consistent, and the scarf’s color transitions are visible though not always crisply defined. The background texture is present but not sharply resolved, contributing to a mid-range visual quality assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt-relevant aspects (drifting fabric, color shifts, and gentle movement), yet the critical overhead perspective is missing and the framing emphasizes a close-up instead. This fundamental viewpoint mismatch reduces alignment to a moderate level, while other elements align reasonably well.\n\nPhysical Consistency / Common-sense:\nThe fabric dynamics appear plausible, with lightweight silk-like behavior and believable drape and motion. However, the absence of the expected environmental cues (e.g., the exact table surface and lighting interactions) introduces minor inconsistencies, keeping the overall physical realism at a moderate level.\n\nOverall, the evaluation indicates moderate performance across all three dimensions, with the primary issue being the perspective mismatch relative to the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.21875,
+ "TA": 2.765625,
+ "MQ": 2.96875,
+ "Overall": 7.96875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, aerial view of a lightweight silk scarf drifting across a polished, dark mahogany tabletop, with ethereal color shifts and a slow, weightless movement. In practice, the video presents a close-up perspective rather than the intended overhead view, which constitutes a notable misalignment with the core prompt. The rest of the described elements—lavender/pastel tones, subtle edge detailing, and the implied light draft—are only partially realized, resulting in a moderate level of alignment overall.\n\nVisual Quality Analysis:\nAcross the sequence, the scarf shows flowing motion with some blur and mild softness, but the overall detail remains recognizable. Lighting is warm and consistent, and the scarf’s color transitions are visible though not always crisply defined. The background texture is present but not sharply resolved, contributing to a mid-range visual quality assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt-relevant aspects (drifting fabric, color shifts, and gentle movement), yet the critical overhead perspective is missing and the framing emphasizes a close-up instead. This fundamental viewpoint mismatch reduces alignment to a moderate level, while other elements align reasonably well.\n\nPhysical Consistency / Common-sense:\nThe fabric dynamics appear plausible, with lightweight silk-like behavior and believable drape and motion. However, the absence of the expected environmental cues (e.g., the exact table surface and lighting interactions) introduces minor inconsistencies, keeping the overall physical realism at a moderate level.\n\nOverall, the evaluation indicates moderate performance across all three dimensions, with the primary issue being the perspective mismatch relative to the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "From a static, aerial view established directly overhead, the camera executes a slow, almost imperceptible pan to follow the fluid movement of a lightweight silk scarf as it drifts across a polished, dark mahogany tabletop. The table's surface is impeccably smooth, its dark, rich veins reflecting soft, diffuse light from an unseen, off-camera source, creating a moody and contemplative canvas. The scarf itself is a masterpiece of exquisite fabric, dyed in ethereal, shifting shades of lavender and dusty rose, its edges woven with fine, shimmering silver threads. The scene comes alive when a gentle, unseen draft cautiously lifts a corner of the scarf; the fabric responds with slow, weightless grace, creating a series of silent, small waves that languidly spread across its surface. Each ripple catches the soft light, causing the silver threads to shimmer and the pastel colors to deepen and lighten in a mesmerizing dance, before the material deliberately lies flat again, its folds resting in a new, organic arrangement. The atmosphere is one of profound stillness and focused elegance, capturing fleeting, poetic moments of movement and stillness.",
+ "seed": 20241,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_11/index_1433_seed_20241_dp_22_rank_44_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.5,
+ "video_score2_ta": 2.96875,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 9.75,
+ "avg": 9.734375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "From a static, aerial view established directly overhead, the camera executes a slow, almost imperceptible pan to follow the fluid movement of a lightweight silk scarf as it drifts across a polished, dark mahogany tabletop. The table's surface is impeccably smooth, its dark, rich veins reflecting soft, diffuse light from an unseen, off-camera source, creating a moody and contemplative canvas. The scarf itself is a masterpiece of exquisite fabric, dyed in ethereal, shifting shades of lavender and dusty rose, its edges woven with fine, shimmering silver threads. The scene comes alive when a gentle, unseen draft cautiously lifts a corner of the scarf; the fabric responds with slow, weightless grace, creating a series of silent, small waves that languidly spread across its surface. Each ripple catches the soft light, causing the silver threads to shimmer and the pastel colors to deepen and lighten in a mesmerizing dance, before the material deliberately lies flat again, its folds resting in a new, organic arrangement. The atmosphere is one of profound stillness and focused elegance, capturing fleeting, poetic moments of movement and stillness.",
+ "token_credit_reward": 9.75,
+ "selected_reward": 9.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, aerial view of a lightweight silk scarf drifting across a polished, dark mahogany tabletop, with ethereal lavender and dusty rose hues, delicate silver threads, and a sequence of subtle fabric movements under a gentle draft. The video largely captures these elements, but some aspects are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color fidelity, with the scarf’s lavender/pink tones and the wooden surface well represented. Lighting remains consistent and there are no obvious distortions or artifacts. However, motion is limited across frames, resulting in a relatively static presentation rather than a dynamic, cinematic feel. The sequence does not exhibit high-fidelity texture detail or pronounced depth cues, keeping the visual impression at a mid level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a static, overhead perspective; a lightweight scarf with delicate color gradation; a smooth, dark wooden surface; and visible fabric texture. The ethereal quality is conveyed through color and texture, though the absence of explicit motion makes it harder to demonstrate the described dynamics. The notion of a gentle draft and evolving fabric patterns is suggested but not demonstrated in the footage, which slightly tempers perfection but does not undermine the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to basic physical expectations: the scarf rests on the surface with plausible drape and folds, lighting remains coherent, and there are no obvious physics violations. The lack of motion reduces the perceived realism of the described dynamics, but the static arrangement remains physically plausible and internally coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.96875,
+ "MQ": 3.265625,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, aerial view of a lightweight silk scarf drifting across a polished, dark mahogany tabletop, with ethereal lavender and dusty rose hues, delicate silver threads, and a sequence of subtle fabric movements under a gentle draft. The video largely captures these elements, but some aspects are not fully realized in the footage.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color fidelity, with the scarf’s lavender/pink tones and the wooden surface well represented. Lighting remains consistent and there are no obvious distortions or artifacts. However, motion is limited across frames, resulting in a relatively static presentation rather than a dynamic, cinematic feel. The sequence does not exhibit high-fidelity texture detail or pronounced depth cues, keeping the visual impression at a mid level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a static, overhead perspective; a lightweight scarf with delicate color gradation; a smooth, dark wooden surface; and visible fabric texture. The ethereal quality is conveyed through color and texture, though the absence of explicit motion makes it harder to demonstrate the described dynamics. The notion of a gentle draft and evolving fabric patterns is suggested but not demonstrated in the footage, which slightly tempers perfection but does not undermine the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to basic physical expectations: the scarf rests on the surface with plausible drape and folds, lighting remains coherent, and there are no obvious physics violations. The lack of motion reduces the perceived realism of the described dynamics, but the static arrangement remains physically plausible and internally coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "From a static, aerial view established directly overhead, the camera executes a slow, almost imperceptible pan to follow the fluid movement of a lightweight silk scarf as it drifts across a polished, dark mahogany tabletop. The table's surface is impeccably smooth, its dark, rich veins reflecting soft, diffuse light from an unseen, off-camera source, creating a moody and contemplative canvas. The scarf itself is a masterpiece of exquisite fabric, dyed in ethereal, shifting shades of lavender and dusty rose, its edges woven with fine, shimmering silver threads. The scene comes alive when a gentle, unseen draft cautiously lifts a corner of the scarf; the fabric responds with slow, weightless grace, creating a series of silent, small waves that languidly spread across its surface. Each ripple catches the soft light, causing the silver threads to shimmer and the pastel colors to deepen and lighten in a mesmerizing dance, before the material deliberately lies flat again, its folds resting in a new, organic arrangement. The atmosphere is one of profound stillness and focused elegance, capturing fleeting, poetic moments of movement and stillness.",
+ "seed": 20242,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_11/index_1433_seed_20242_dp_23_rank_46_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 2.875,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.0625,
+ "avg": 9.046875,
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+ "question": "From a static, aerial view established directly overhead, the camera executes a slow, almost imperceptible pan to follow the fluid movement of a lightweight silk scarf as it drifts across a polished, dark mahogany tabletop. The table's surface is impeccably smooth, its dark, rich veins reflecting soft, diffuse light from an unseen, off-camera source, creating a moody and contemplative canvas. The scarf itself is a masterpiece of exquisite fabric, dyed in ethereal, shifting shades of lavender and dusty rose, its edges woven with fine, shimmering silver threads. The scene comes alive when a gentle, unseen draft cautiously lifts a corner of the scarf; the fabric responds with slow, weightless grace, creating a series of silent, small waves that languidly spread across its surface. Each ripple catches the soft light, causing the silver threads to shimmer and the pastel colors to deepen and lighten in a mesmerizing dance, before the material deliberately lies flat again, its folds resting in a new, organic arrangement. The atmosphere is one of profound stillness and focused elegance, capturing fleeting, poetic moments of movement and stillness.",
+ "token_credit_reward": 9.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, aerial view of a lightweight silk scarf drifting across a polished, dark mahogany tabletop. The scene features an overhead perspective, a slow pan, and a delicate interplay of light and fabric movement. The description emphasizes ethereal color shifts, subtle edge details, and a deliberate, organic progression of the scarf's placement.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity but not high-end sharpness; there is some mild softness and occasional minor compression artifacts. Lighting remains generally consistent, with warm highlights on the table and fabric, though a few frames exhibit slight color or exposure variation. The sequence is smooth enough to convey motion, but the overall polish does not reach the highest tier.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: an overhead/aerial perspective, a slow pan, and a lightweight silk scarf drifting across a polished dark surface. The lavender/dusty-rose palette and the presence of fine edge details align with the description. The ethereal movement and the general mood are well represented, with only minor deviations in color nuance or texture that do not significantly detract from fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical behavior is plausible but not flawless (score 3). The scarf's drape and response to implied movement feel believable, with gentle waves and weightless dynamics. However, there are occasional small inconsistencies in how folds settle or how light interacts with the fabric, preventing a perfect match to real-world physics.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.984375,
+ "TA": 2.875,
+ "MQ": 3.1875,
+ "Overall": 9.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, aerial view of a lightweight silk scarf drifting across a polished, dark mahogany tabletop. The scene features an overhead perspective, a slow pan, and a delicate interplay of light and fabric movement. The description emphasizes ethereal color shifts, subtle edge details, and a deliberate, organic progression of the scarf's placement.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity but not high-end sharpness; there is some mild softness and occasional minor compression artifacts. Lighting remains generally consistent, with warm highlights on the table and fabric, though a few frames exhibit slight color or exposure variation. The sequence is smooth enough to convey motion, but the overall polish does not reach the highest tier.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: an overhead/aerial perspective, a slow pan, and a lightweight silk scarf drifting across a polished dark surface. The lavender/dusty-rose palette and the presence of fine edge details align with the description. The ethereal movement and the general mood are well represented, with only minor deviations in color nuance or texture that do not significantly detract from fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical behavior is plausible but not flawless (score 3). The scarf's drape and response to implied movement feel believable, with gentle waves and weightless dynamics. However, there are occasional small inconsistencies in how folds settle or how light interacts with the fabric, preventing a perfect match to real-world physics.\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": "From a static, aerial view established directly overhead, the camera executes a slow, almost imperceptible pan to follow the fluid movement of a lightweight silk scarf as it drifts across a polished, dark mahogany tabletop. The table's surface is impeccably smooth, its dark, rich veins reflecting soft, diffuse light from an unseen, off-camera source, creating a moody and contemplative canvas. The scarf itself is a masterpiece of exquisite fabric, dyed in ethereal, shifting shades of lavender and dusty rose, its edges woven with fine, shimmering silver threads. The scene comes alive when a gentle, unseen draft cautiously lifts a corner of the scarf; the fabric responds with slow, weightless grace, creating a series of silent, small waves that languidly spread across its surface. Each ripple catches the soft light, causing the silver threads to shimmer and the pastel colors to deepen and lighten in a mesmerizing dance, before the material deliberately lies flat again, its folds resting in a new, organic arrangement. The atmosphere is one of profound stillness and focused elegance, capturing fleeting, poetic moments of movement and stillness.",
+ "seed": 20243,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_11/index_1433_seed_20243_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": 3.03125,
+ "video_score2_ta": 3.0,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 9.3125,
+ "avg": 9.296875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "From a static, aerial view established directly overhead, the camera executes a slow, almost imperceptible pan to follow the fluid movement of a lightweight silk scarf as it drifts across a polished, dark mahogany tabletop. The table's surface is impeccably smooth, its dark, rich veins reflecting soft, diffuse light from an unseen, off-camera source, creating a moody and contemplative canvas. The scarf itself is a masterpiece of exquisite fabric, dyed in ethereal, shifting shades of lavender and dusty rose, its edges woven with fine, shimmering silver threads. The scene comes alive when a gentle, unseen draft cautiously lifts a corner of the scarf; the fabric responds with slow, weightless grace, creating a series of silent, small waves that languidly spread across its surface. Each ripple catches the soft light, causing the silver threads to shimmer and the pastel colors to deepen and lighten in a mesmerizing dance, before the material deliberately lies flat again, its folds resting in a new, organic arrangement. The atmosphere is one of profound stillness and focused elegance, capturing fleeting, poetic moments of movement and stillness.",
+ "token_credit_reward": 9.3125,
+ "selected_reward": 9.3125,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, aerial view of a lightweight silk scarf drifting across a polished, dark mahogany tabletop, with ethereal lavender and dusty rose tones and subtle movement. The video largely captures these elements, including the overhead perspective, the smooth table surface, and the flowing scarf dynamics. However, some nuanced details—such as the exact edge treatment of the scarf and the precise interaction between light and fabric—are not fully realized, resulting in a strong but not perfect alignment with the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with believable fabric drape and reflective highlights on the table. There are no major distortions or artifacts, and color rendering remains stable across shots. Nevertheless, minor texture inconsistencies and slight softness prevent a higher rating, keeping the quality at a solid mid level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: static overhead view, smooth table surface, and a lightweight scarf with flowing motion. The color palette and the general mood align with the description. Some specific details—like the exact edge finish of the scarf and the micro-interactions of light with the fabric—are not perfectly matched, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scarf’s drape and interaction with the table read as plausible, with coherent lighting and shadows. A few subtle cues—such as edge behavior under movement or the precise response of the fabric to a imagined breeze—are not perfectly simulated, which keeps the realism at a credible but not exceptional level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.03125,
+ "TA": 3.0,
+ "MQ": 3.265625,
+ "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 static, aerial view of a lightweight silk scarf drifting across a polished, dark mahogany tabletop, with ethereal lavender and dusty rose tones and subtle movement. The video largely captures these elements, including the overhead perspective, the smooth table surface, and the flowing scarf dynamics. However, some nuanced details—such as the exact edge treatment of the scarf and the precise interaction between light and fabric—are not fully realized, resulting in a strong but not perfect alignment with the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with believable fabric drape and reflective highlights on the table. There are no major distortions or artifacts, and color rendering remains stable across shots. Nevertheless, minor texture inconsistencies and slight softness prevent a higher rating, keeping the quality at a solid mid level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: static overhead view, smooth table surface, and a lightweight scarf with flowing motion. The color palette and the general mood align with the description. Some specific details—like the exact edge finish of the scarf and the micro-interactions of light with the fabric—are not perfectly matched, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scarf’s drape and interaction with the table read as plausible, with coherent lighting and shadows. A few subtle cues—such as edge behavior under movement or the precise response of the fabric to a imagined breeze—are not perfectly simulated, which keeps the realism at a credible but not exceptional level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_12/index_tensor([7671, 7671])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_12/index_tensor([7671, 7671])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..a988db11d36d6bb3d10f4110e6c9cd3d173c8855
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_12/index_tensor([7671, 7671])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "quick, slightly shaky first-person perspective shot, as if the camera holder has suddenly glanced back in alarm, locks onto a distant, black-and-white forest framed by towering birch trees. There, a snow-white fox lurks motionless, its pristine, fluffy fur striking against the dark background. Its body crouches low, its limbs tense, a poised and poised posture. Sharp light penetrates the sparse treetops, casting dappled, fragmented shadows on the damp, leaf-covered ground, heightening the scene's intensely graphic quality. The fox, a perfect ice sculpture, is pierced through the forest gloom by its amber eyes, gleaming with a watchful glint. Its motionless gaze pierces the camera, its pointed ears tilted forward to pick up any sound. The entire picture is stripped of all colors, leaving only pure black, white and gray, creating an extreme silence, high tension and a primitive, heart-pounding atmosphere of confrontation.",
+ "seed": 9322,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_12/index_7671_seed_9322_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": 3.1875,
+ "video_score2_ta": 2.4375,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 8.75,
+ "avg": 8.78125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "quick, slightly shaky first-person perspective shot, as if the camera holder has suddenly glanced back in alarm, locks onto a distant, black-and-white forest framed by towering birch trees. There, a snow-white fox lurks motionless, its pristine, fluffy fur striking against the dark background. Its body crouches low, its limbs tense, a poised and poised posture. Sharp light penetrates the sparse treetops, casting dappled, fragmented shadows on the damp, leaf-covered ground, heightening the scene's intensely graphic quality. The fox, a perfect ice sculpture, is pierced through the forest gloom by its amber eyes, gleaming with a watchful glint. Its motionless gaze pierces the camera, its pointed ears tilted forward to pick up any sound. The entire picture is stripped of all colors, leaving only pure black, white and gray, creating an extreme silence, high tension and a primitive, heart-pounding atmosphere of confrontation.",
+ "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 quick, slightly shaky first-person perspective shot, with a snow-white fox in a black-and-white forest, framed by towering birch trees, the fox motionless with a poised posture, sharp light penetrating the canopy, dappled shadows on damp leaf-covered ground, and an intensely graphic mood. In practice, the video adopts a stylized animation rather than photorealism, and the color palette diverges from the monochrome description (the forest appears colored). The fox’s eyes are amber and expressive, but the overall look is clearly non-photorealistic. The alignment to the exact prompt elements is partial; several key aspects are present in spirit but not faithfully rendered.\n\nVisual Quality Analysis:\nThe visuals are coherent within the chosen animation style, with decent clarity and consistent lighting. However, the rendering remains clearly stylized rather than photorealistic, which lowers perceived realism. There are no obvious frame-level distortions or artifacts, and the animation maintains smooth motion, but the overall quality sits at a moderate level due to the artistic approach.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. The forest is colored instead of black-and-white, and the scene does not strictly adhere to the described color scheme. The fox’s fur appears white rather than pristine, and while the pose is crouched and alert, the intensity and dramatic lighting of the prompt are not fully realized. Overall, alignment is moderate: some core elements are present, but several key aspects are not faithfully rendered.\n\nPhysical/Common-sense Consistency:\nWithin the animation’s internal logic, the fox’s anatomy and behavior are plausible, and the forest environment behaves consistently with the stylized world rules. The stylization introduces deviations from real-world physics, but there are no glaring logical contradictions. Overall, physical consistency is acceptable but not highly realistic.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.1875,
+ "TA": 2.4375,
+ "MQ": 3.15625,
+ "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 quick, slightly shaky first-person perspective shot, with a snow-white fox in a black-and-white forest, framed by towering birch trees, the fox motionless with a poised posture, sharp light penetrating the canopy, dappled shadows on damp leaf-covered ground, and an intensely graphic mood. In practice, the video adopts a stylized animation rather than photorealism, and the color palette diverges from the monochrome description (the forest appears colored). The fox’s eyes are amber and expressive, but the overall look is clearly non-photorealistic. The alignment to the exact prompt elements is partial; several key aspects are present in spirit but not faithfully rendered.\n\nVisual Quality Analysis:\nThe visuals are coherent within the chosen animation style, with decent clarity and consistent lighting. However, the rendering remains clearly stylized rather than photorealistic, which lowers perceived realism. There are no obvious frame-level distortions or artifacts, and the animation maintains smooth motion, but the overall quality sits at a moderate level due to the artistic approach.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. The forest is colored instead of black-and-white, and the scene does not strictly adhere to the described color scheme. The fox’s fur appears white rather than pristine, and while the pose is crouched and alert, the intensity and dramatic lighting of the prompt are not fully realized. Overall, alignment is moderate: some core elements are present, but several key aspects are not faithfully rendered.\n\nPhysical/Common-sense Consistency:\nWithin the animation’s internal logic, the fox’s anatomy and behavior are plausible, and the forest environment behaves consistently with the stylized world rules. The stylization introduces deviations from real-world physics, but there are no glaring logical contradictions. Overall, physical consistency is acceptable but not highly realistic.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "quick, slightly shaky first-person perspective shot, as if the camera holder has suddenly glanced back in alarm, locks onto a distant, black-and-white forest framed by towering birch trees. There, a snow-white fox lurks motionless, its pristine, fluffy fur striking against the dark background. Its body crouches low, its limbs tense, a poised and poised posture. Sharp light penetrates the sparse treetops, casting dappled, fragmented shadows on the damp, leaf-covered ground, heightening the scene's intensely graphic quality. The fox, a perfect ice sculpture, is pierced through the forest gloom by its amber eyes, gleaming with a watchful glint. Its motionless gaze pierces the camera, its pointed ears tilted forward to pick up any sound. The entire picture is stripped of all colors, leaving only pure black, white and gray, creating an extreme silence, high tension and a primitive, heart-pounding atmosphere of confrontation.",
+ "seed": 9323,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_12/index_7671_seed_9323_dp_24_rank_48_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.53125,
+ "video_score2_ta": 2.609375,
+ "video_score2_mq": 3.953125,
+ "video_score2_overall": 10.0625,
+ "avg": 10.09375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "quick, slightly shaky first-person perspective shot, as if the camera holder has suddenly glanced back in alarm, locks onto a distant, black-and-white forest framed by towering birch trees. There, a snow-white fox lurks motionless, its pristine, fluffy fur striking against the dark background. Its body crouches low, its limbs tense, a poised and poised posture. Sharp light penetrates the sparse treetops, casting dappled, fragmented shadows on the damp, leaf-covered ground, heightening the scene's intensely graphic quality. The fox, a perfect ice sculpture, is pierced through the forest gloom by its amber eyes, gleaming with a watchful glint. Its motionless gaze pierces the camera, its pointed ears tilted forward to pick up any sound. The entire picture is stripped of all colors, leaving only pure black, white and gray, creating an extreme silence, high tension and a primitive, heart-pounding atmosphere of confrontation.",
+ "token_credit_reward": 10.0625,
+ "selected_reward": 10.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a quick, slightly shaky first-person perspective shot, with a snow-white fox in a black-and-white forest framed by towering birch trees, the fox motionless with pristine, fluffy fur, body crouching low, limbs tense, a poised posture, sharp light penetrating the sparse treetops, dappled shadows on damp leaf-covered ground, an intensely graphic quality, the fox as a perfect ice sculpture with amber eyes, a watchful glint, motionless gaze, pointed ears tilted forward, and a monochrome palette of black, white, and gray to create extreme silence, high tension, and a primitive atmosphere of confrontation.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The fox remains clearly visible with good detail in the fur, and the forest background is present with atmospheric lighting. The color grading stays within a restrained monochrome range, and there are no obvious distortions or artifacts that break immersion. The sequence feels cohesive and cinematic, though it does not push into the highest-end realism; some minor texture or lighting nuances prevent a perfect top score. Overall, Visual Quality aligns with a strong 4/5.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—white fox, forest setting, and a monochrome aesthetic with atmospheric lighting. However, key aspects diverge: the footage appears more static than the described dynamic, slightly shaky first-person moment, and the fox’s pose reads as calm rather than tense. The alignment is moderate, reflecting a 3/5 rating.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible anatomy and environmental coherence: the fox’s proportions, fur rendering, and interaction with the forest floor feel believable, and lighting/shadows are consistent with a woodland setting. While the overall mood leans toward a stylized, almost ethereal presentation, there are no glaring inconsistencies in physics or common sense. This supports a solid 4/5 for Physical/Common-sense Consistency.\n\nGround-truth scores (for reference): Visual Quality 4, Text-to-Video Alignment 3, Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
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+ "TA": 2.609375,
+ "MQ": 3.953125,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a quick, slightly shaky first-person perspective shot, with a snow-white fox in a black-and-white forest framed by towering birch trees, the fox motionless with pristine, fluffy fur, body crouching low, limbs tense, a poised posture, sharp light penetrating the sparse treetops, dappled shadows on damp leaf-covered ground, an intensely graphic quality, the fox as a perfect ice sculpture with amber eyes, a watchful glint, motionless gaze, pointed ears tilted forward, and a monochrome palette of black, white, and gray to create extreme silence, high tension, and a primitive atmosphere of confrontation.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The fox remains clearly visible with good detail in the fur, and the forest background is present with atmospheric lighting. The color grading stays within a restrained monochrome range, and there are no obvious distortions or artifacts that break immersion. The sequence feels cohesive and cinematic, though it does not push into the highest-end realism; some minor texture or lighting nuances prevent a perfect top score. Overall, Visual Quality aligns with a strong 4/5.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—white fox, forest setting, and a monochrome aesthetic with atmospheric lighting. However, key aspects diverge: the footage appears more static than the described dynamic, slightly shaky first-person moment, and the fox’s pose reads as calm rather than tense. The alignment is moderate, reflecting a 3/5 rating.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible anatomy and environmental coherence: the fox’s proportions, fur rendering, and interaction with the forest floor feel believable, and lighting/shadows are consistent with a woodland setting. While the overall mood leans toward a stylized, almost ethereal presentation, there are no glaring inconsistencies in physics or common sense. This supports a solid 4/5 for Physical/Common-sense Consistency.\n\nGround-truth scores (for reference): Visual Quality 4, Text-to-Video Alignment 3, Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "quick, slightly shaky first-person perspective shot, as if the camera holder has suddenly glanced back in alarm, locks onto a distant, black-and-white forest framed by towering birch trees. There, a snow-white fox lurks motionless, its pristine, fluffy fur striking against the dark background. Its body crouches low, its limbs tense, a poised and poised posture. Sharp light penetrates the sparse treetops, casting dappled, fragmented shadows on the damp, leaf-covered ground, heightening the scene's intensely graphic quality. The fox, a perfect ice sculpture, is pierced through the forest gloom by its amber eyes, gleaming with a watchful glint. Its motionless gaze pierces the camera, its pointed ears tilted forward to pick up any sound. The entire picture is stripped of all colors, leaving only pure black, white and gray, creating an extreme silence, high tension and a primitive, heart-pounding atmosphere of confrontation.",
+ "seed": 9324,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_12/index_7671_seed_9324_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": 3.109375,
+ "video_score2_ta": 2.671875,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 8.9375,
+ "avg": 8.9375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "quick, slightly shaky first-person perspective shot, as if the camera holder has suddenly glanced back in alarm, locks onto a distant, black-and-white forest framed by towering birch trees. There, a snow-white fox lurks motionless, its pristine, fluffy fur striking against the dark background. Its body crouches low, its limbs tense, a poised and poised posture. Sharp light penetrates the sparse treetops, casting dappled, fragmented shadows on the damp, leaf-covered ground, heightening the scene's intensely graphic quality. The fox, a perfect ice sculpture, is pierced through the forest gloom by its amber eyes, gleaming with a watchful glint. Its motionless gaze pierces the camera, its pointed ears tilted forward to pick up any sound. The entire picture is stripped of all colors, leaving only pure black, white and gray, creating an extreme silence, high tension and a primitive, heart-pounding atmosphere of confrontation.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a quick, slightly shaky first-person perspective shot, with a snow-white fox in a black-and-white forest framed by towering birch trees. The fox is motionless, with pristine, fluffy fur, crouching low, and its amber eyes should be visible, creating an intense, high-tension atmosphere. The scene should be monochrome (pure black, white, and gray) to emphasize the stark contrast.\n\nVisual Quality Analysis:\nThe video adopts an anime/animated style rather than photorealism. Visual quality is moderate overall: the rendering is clean and the fox is clearly defined, but the stylized art reduces realism. The forest background shows some depth and detail, though it remains simplified. Lighting creates contrast between light and shadow, and the fox’s fur texture is visible. However, there are minor inconsistencies across frames and occasional subtle artifacts that prevent a higher-fidelity look. Overall, the visuals are coherent within the chosen style, but they do not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video includes a white fox in a forest setting with birch-like trees and a monochrome palette, and the fox appears motionless with a tense posture. However, several key elements diverge: the perspective is not clearly first-person, the camera shake is not evident, and the lighting does not strongly resemble sharp light penetrating the canopy described in the prompt. The result captures some atmospheric cues but misses or weakly renders others, yielding a moderate level of alignment.\n\nPhysical/Common-sense Consistency:\nWithin the anime aesthetic, the fox’s anatomy and pose are plausible, and the forest environment maintains internal coherence. Yet the stylization introduces deviations from strict real-world physics, and some environmental cues (lighting intensity, texture realism) do not fully align with the described scenario. Overall, physical consistency is acceptable but not highly precise.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 2.671875,
+ "MQ": 3.15625,
+ "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 quick, slightly shaky first-person perspective shot, with a snow-white fox in a black-and-white forest framed by towering birch trees. The fox is motionless, with pristine, fluffy fur, crouching low, and its amber eyes should be visible, creating an intense, high-tension atmosphere. The scene should be monochrome (pure black, white, and gray) to emphasize the stark contrast.\n\nVisual Quality Analysis:\nThe video adopts an anime/animated style rather than photorealism. Visual quality is moderate overall: the rendering is clean and the fox is clearly defined, but the stylized art reduces realism. The forest background shows some depth and detail, though it remains simplified. Lighting creates contrast between light and shadow, and the fox’s fur texture is visible. However, there are minor inconsistencies across frames and occasional subtle artifacts that prevent a higher-fidelity look. Overall, the visuals are coherent within the chosen style, but they do not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video includes a white fox in a forest setting with birch-like trees and a monochrome palette, and the fox appears motionless with a tense posture. However, several key elements diverge: the perspective is not clearly first-person, the camera shake is not evident, and the lighting does not strongly resemble sharp light penetrating the canopy described in the prompt. The result captures some atmospheric cues but misses or weakly renders others, yielding a moderate level of alignment.\n\nPhysical/Common-sense Consistency:\nWithin the anime aesthetic, the fox’s anatomy and pose are plausible, and the forest environment maintains internal coherence. Yet the stylization introduces deviations from strict real-world physics, and some environmental cues (lighting intensity, texture realism) do not fully align with the described scenario. Overall, physical consistency is acceptable but not highly precise.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "quick, slightly shaky first-person perspective shot, as if the camera holder has suddenly glanced back in alarm, locks onto a distant, black-and-white forest framed by towering birch trees. There, a snow-white fox lurks motionless, its pristine, fluffy fur striking against the dark background. Its body crouches low, its limbs tense, a poised and poised posture. Sharp light penetrates the sparse treetops, casting dappled, fragmented shadows on the damp, leaf-covered ground, heightening the scene's intensely graphic quality. The fox, a perfect ice sculpture, is pierced through the forest gloom by its amber eyes, gleaming with a watchful glint. Its motionless gaze pierces the camera, its pointed ears tilted forward to pick up any sound. The entire picture is stripped of all colors, leaving only pure black, white and gray, creating an extreme silence, high tension and a primitive, heart-pounding atmosphere of confrontation.",
+ "seed": 9325,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_12/index_7671_seed_9325_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.484375,
+ "video_score2_ta": 2.375,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 9.0,
+ "avg": 9.0,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "quick, slightly shaky first-person perspective shot, as if the camera holder has suddenly glanced back in alarm, locks onto a distant, black-and-white forest framed by towering birch trees. There, a snow-white fox lurks motionless, its pristine, fluffy fur striking against the dark background. Its body crouches low, its limbs tense, a poised and poised posture. Sharp light penetrates the sparse treetops, casting dappled, fragmented shadows on the damp, leaf-covered ground, heightening the scene's intensely graphic quality. The fox, a perfect ice sculpture, is pierced through the forest gloom by its amber eyes, gleaming with a watchful glint. Its motionless gaze pierces the camera, its pointed ears tilted forward to pick up any sound. The entire picture is stripped of all colors, leaving only pure black, white and gray, creating an extreme silence, high tension and a primitive, heart-pounding atmosphere of confrontation.",
+ "token_credit_reward": 9.0,
+ "selected_reward": 9.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a quick, slightly shaky first-person perspective shot, with a distant black-and-white forest framed by towering birch trees, featuring a snow-white fox that is motionless, crouching low with tense limbs, and a poised posture. The scene should have sharp light penetrating the canopy, dappled shadows on damp leaf-covered ground, and an intensely graphic quality. The fox is described as a perfect ice sculpture with amber eyes, a watchful glint, and a motionless gaze that pierces the camera, with pointed ears tilted forward. The entire image is to be monochrome (pure black, white, and gray) to convey extreme silence, high tension, and a primitive, heart-pounding atmosphere of confrontation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional minor artifacts and slight softness that prevent a higher rating. The sequence remains coherent across frames, with no major distortions or abrupt changes, and the fox’s fur texture and facial features are reasonably rendered. The forest background is detailed enough to support the scene, though it does not reach exceptional sharpness throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video includes several key elements such as a white fox, a forest setting, and a motionless pose with amber eyes. However, several critical aspects diverge: the footage appears in color rather than the specified black-and-white palette; the perspective is not clearly first-person, and the described dynamic camera shake is not evident. The overall mood and dramatic tension are present but do not fully realize the intended monochrome aesthetic and high-intensity atmosphere. In sum, core elements exist but important stylistic and perspective details are only partially realized.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is strong (score 4). The fox’s anatomy, fur rendering, and interaction with the forest environment read as plausible and coherent. Lighting, shadows, and spatial relationships maintain believable realism, and there are no obvious violations of basic physics or common-sense expectations. While some stylistic choices differ from the prompt, they do not undermine the underlying physical plausibility.\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": 3.484375,
+ "TA": 2.375,
+ "MQ": 3.140625,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a quick, slightly shaky first-person perspective shot, with a distant black-and-white forest framed by towering birch trees, featuring a snow-white fox that is motionless, crouching low with tense limbs, and a poised posture. The scene should have sharp light penetrating the canopy, dappled shadows on damp leaf-covered ground, and an intensely graphic quality. The fox is described as a perfect ice sculpture with amber eyes, a watchful glint, and a motionless gaze that pierces the camera, with pointed ears tilted forward. The entire image is to be monochrome (pure black, white, and gray) to convey extreme silence, high tension, and a primitive, heart-pounding atmosphere of confrontation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional minor artifacts and slight softness that prevent a higher rating. The sequence remains coherent across frames, with no major distortions or abrupt changes, and the fox’s fur texture and facial features are reasonably rendered. The forest background is detailed enough to support the scene, though it does not reach exceptional sharpness throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video includes several key elements such as a white fox, a forest setting, and a motionless pose with amber eyes. However, several critical aspects diverge: the footage appears in color rather than the specified black-and-white palette; the perspective is not clearly first-person, and the described dynamic camera shake is not evident. The overall mood and dramatic tension are present but do not fully realize the intended monochrome aesthetic and high-intensity atmosphere. In sum, core elements exist but important stylistic and perspective details are only partially realized.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is strong (score 4). The fox’s anatomy, fur rendering, and interaction with the forest environment read as plausible and coherent. Lighting, shadows, and spatial relationships maintain believable realism, and there are no obvious violations of basic physics or common-sense expectations. While some stylistic choices differ from the prompt, they do not undermine the underlying physical plausibility.\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/rl_samples/0000059/group_13/index_tensor([6316, 6316])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_13/index_tensor([6316, 6316])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..982bff110bc147902bab3892092b899ed03d5e70
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_13/index_tensor([6316, 6316])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
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+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_13/index_6316_seed_32725_dp_26_rank_52_sample_0_slot_0.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a majestic, eye-level wide shot inside a massive, rotating O'Neill cylindrical space habitat. It envisions a curved, gravity-defying landscape with spotless green parkland, white residential buildings, a blue river along the curve, people at work or play, and a transparent sky showing the zero-gravity core with a central hub and docking arm. The scene should be bright, warm, and peaceful.\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 background elements. Lighting remains consistently bright and warm, and colors are vibrant, yet fine details are not always crisp. There are no major distortions or artifacts, and transitions between frames are smooth, but the overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key aspects such as a wide-angle view, forward camera motion, a curved landscape, green parkland, white buildings, a blue river, and people present in the scene. However, crucial elements of the original concept are missing or underrepresented: there is no clearly visible rotating O'Neill habitat, and the sky is not presented as a transparent window showing the zero-gravity core. The central hub and docking arm are not distinctly depicted, and the notion of an impossible, gravity-defying horizon is not convincingly realized. Overall, the alignment is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with coherent scale among people, buildings, and landscape features. Some aspects feel slightly artificial or stylized, and the absence of certain architectural cues reduces strict adherence to the imagined setting. Nevertheless, the composition remains believable within a sci-fi context.\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": {
+ "VQ": 2.34375,
+ "TA": 2.421875,
+ "MQ": 2.9375,
+ "Overall": 7.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a majestic, eye-level wide shot inside a massive, rotating O'Neill cylindrical space habitat. It envisions a curved, gravity-defying landscape with spotless green parkland, white residential buildings, a blue river along the curve, people at work or play, and a transparent sky showing the zero-gravity core with a central hub and docking arm. The scene should be bright, warm, and peaceful.\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 background elements. Lighting remains consistently bright and warm, and colors are vibrant, yet fine details are not always crisp. There are no major distortions or artifacts, and transitions between frames are smooth, but the overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key aspects such as a wide-angle view, forward camera motion, a curved landscape, green parkland, white buildings, a blue river, and people present in the scene. However, crucial elements of the original concept are missing or underrepresented: there is no clearly visible rotating O'Neill habitat, and the sky is not presented as a transparent window showing the zero-gravity core. The central hub and docking arm are not distinctly depicted, and the notion of an impossible, gravity-defying horizon is not convincingly realized. Overall, the alignment is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with coherent scale among people, buildings, and landscape features. Some aspects feel slightly artificial or stylized, and the absence of certain architectural cues reduces strict adherence to the imagined setting. Nevertheless, the composition remains believable within a sci-fi context.\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": 32726,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_13/index_6316_seed_32726_dp_26_rank_52_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.109375,
+ "video_score2_ta": 2.203125,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 7.1875,
+ "avg": 7.203125,
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+ "question": "majestic, eye-level wide shot begins, the camera moving forward with slow, deliberate grace through the breathtaking interior of a massive, rotating O'Neill cylindrical space habitat. Beneath the surface lies a vast, curving landscape of spotless green parkland, sprawling upward on either side to create an impossible, gravity-defying horizon, where sleek, white residential buildings constructed of a smooth, pearlescent material stretch along the arc of the world. A tranquil blue river flows along the curve, its surface perfectly flush with the ground it passes through. People are scattered throughout this idyllic scene, going about their peaceful, normal lives: a man in a tight, dark blue tracksuit jogs at a steady pace along a winding path; further ahead, a couple sits on a minimalist bench, absorbed in conversation, while nearby, two children laugh as they chase a small orb of soft, pulsating light. Looking directly upward, the \"sky\" is a vast transparent window, revealing the zero-gravity core of the habitat; a complex, elongated central hub is clearly visible, with an extended docking arm and blinking navigation lights, and tiny, silent spacecraft occasionally maneuver against the backdrop of a distant, star-filled void. The entire scene is bathed in bright, full-spectrum light, mimicking a perfect afternoon on Earth, casting soft, aimless shadows and creating an atmosphere of warmth, optimism, and profound peace.",
+ "token_credit_reward": 7.1875,
+ "selected_reward": 7.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a majestic, eye-level wide shot inside a massive, rotating O'Neill cylindrical space habitat. It envisions a curved, spotless green parkland with white, smooth-material buildings along the arc, a tranquil blue river flowing along the curve, people scattered throughout engaging in peaceful activities, and a sky that is a vast transparent window revealing the zero-gravity core with a complex central hub and an extended docking arm. The scene should be bathed in bright, full-spectrum light with soft, aimless shadows and an atmosphere of warmth, optimism, and profound peace.\n\nVisual Quality Analysis:\nThe frames show a mid-range level of visual quality. The resolution is adequate but not high, with some softness and occasional compression artifacts. Colors are reasonably vibrant, and lighting remains generally consistent across shots. There are no major distortions or abrupt frame-to-frame changes, and composition stays stable. However, fine details are not consistently crisp, and some textures appear blurred, which lowers perceived sharpness. Overall, the visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Analysis:\nThere are notable mismatches between the prompt and what is depicted. The setting reads more like a conventional suburban landscape than a true cylindrical space habitat interior. The curved horizon and zero-gravity cues are not convincingly realized, and the sky appears as a regular open sky rather than a transparent window into space. While some elements such as people, buildings, and a water feature are present, the core characteristics of the described habitat are not faithfully captured. The alignment is therefore moderate, reflecting partial adherence to the prompt but significant deviations in the intended environment.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: objects sit on surfaces, lighting behaves consistently, and people move in believable ways. However, the zero-gravity context is not convincingly portrayed, and the spatial relationships do not fully align with a rotating cylindrical habitat. These inconsistencies are noticeable but not catastrophic, resulting in a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.109375,
+ "TA": 2.203125,
+ "MQ": 2.890625,
+ "Overall": 7.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a majestic, eye-level wide shot inside a massive, rotating O'Neill cylindrical space habitat. It envisions a curved, spotless green parkland with white, smooth-material buildings along the arc, a tranquil blue river flowing along the curve, people scattered throughout engaging in peaceful activities, and a sky that is a vast transparent window revealing the zero-gravity core with a complex central hub and an extended docking arm. The scene should be bathed in bright, full-spectrum light with soft, aimless shadows and an atmosphere of warmth, optimism, and profound peace.\n\nVisual Quality Analysis:\nThe frames show a mid-range level of visual quality. The resolution is adequate but not high, with some softness and occasional compression artifacts. Colors are reasonably vibrant, and lighting remains generally consistent across shots. There are no major distortions or abrupt frame-to-frame changes, and composition stays stable. However, fine details are not consistently crisp, and some textures appear blurred, which lowers perceived sharpness. Overall, the visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Analysis:\nThere are notable mismatches between the prompt and what is depicted. The setting reads more like a conventional suburban landscape than a true cylindrical space habitat interior. The curved horizon and zero-gravity cues are not convincingly realized, and the sky appears as a regular open sky rather than a transparent window into space. While some elements such as people, buildings, and a water feature are present, the core characteristics of the described habitat are not faithfully captured. The alignment is therefore moderate, reflecting partial adherence to the prompt but significant deviations in the intended environment.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: objects sit on surfaces, lighting behaves consistently, and people move in believable ways. However, the zero-gravity context is not convincingly portrayed, and the spatial relationships do not fully align with a rotating cylindrical habitat. These inconsistencies are noticeable but not catastrophic, resulting in a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 32727,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_13/index_6316_seed_32727_dp_27_rank_54_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 1,
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+ "video_score2_vq": 1.8671875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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, eye-level wide shot inside a massive, rotating O'Neill cylindrical space habitat. It envisions a curved landscape of spotless green parkland, white residential buildings with a smooth, pearlescent finish, a tranquil blue river along the curve, people going about their peaceful lives, a transparent sky showing the zero-gravity core, a complex central hub with an extended docking arm and blinking navigation lights, and tiny spacecraft moving against a distant starry backdrop, all bathed in bright, full-spectrum light to evoke a perfect afternoon on Earth.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals are legible but overall quality is moderate. The resolution is adequate and colors are distinct, yet there are noticeable artifacts and some rendering inconsistencies that reduce realism. Lighting remains generally stable, but shading and edge definition vary between shots, and a few elements appear slightly artificial or stylized rather than physically accurate. Overall, the video communicates the concept but does not achieve high-fidelity visual realism.\n\nText-to-Video Alignment Analysis:\nThe video captures several key aspects of the prompt, including a wide interior view, forward camera motion, a curved green landscape, white buildings with a smooth appearance, a blue water feature, and visible people. However, crucial details are underrepresented or missing: the rotating nature of the habitat is not convincingly demonstrated, the sky appears more like a transparent shell than a true zero-gravity opening, and the central hub with a docking arm and navigation lights is not clearly depicted. The result is a partial alignment with notable gaps in the core structural and environmental specifics.\n\nPhysical Consistency (Common-sense):\nThe scene maintains basic spatial coherence, but several physical cues feel inconsistent with real-world physics and plausible space-habitat design. The depiction of zero-gravity interaction, lighting, and structural connections lacks rigorous internal logic, leading to a sense of mild unrealism. Overall, 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": {
+ "VQ": 1.8671875,
+ "TA": 2.5625,
+ "MQ": 2.875,
+ "Overall": 7.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a majestic, eye-level wide shot inside a massive, rotating O'Neill cylindrical space habitat. It envisions a curved landscape of spotless green parkland, white residential buildings with a smooth, pearlescent finish, a tranquil blue river along the curve, people going about their peaceful lives, a transparent sky showing the zero-gravity core, a complex central hub with an extended docking arm and blinking navigation lights, and tiny spacecraft moving against a distant starry backdrop, all bathed in bright, full-spectrum light to evoke a perfect afternoon on Earth.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals are legible but overall quality is moderate. The resolution is adequate and colors are distinct, yet there are noticeable artifacts and some rendering inconsistencies that reduce realism. Lighting remains generally stable, but shading and edge definition vary between shots, and a few elements appear slightly artificial or stylized rather than physically accurate. Overall, the video communicates the concept but does not achieve high-fidelity visual realism.\n\nText-to-Video Alignment Analysis:\nThe video captures several key aspects of the prompt, including a wide interior view, forward camera motion, a curved green landscape, white buildings with a smooth appearance, a blue water feature, and visible people. However, crucial details are underrepresented or missing: the rotating nature of the habitat is not convincingly demonstrated, the sky appears more like a transparent shell than a true zero-gravity opening, and the central hub with a docking arm and navigation lights is not clearly depicted. The result is a partial alignment with notable gaps in the core structural and environmental specifics.\n\nPhysical Consistency (Common-sense):\nThe scene maintains basic spatial coherence, but several physical cues feel inconsistent with real-world physics and plausible space-habitat design. The depiction of zero-gravity interaction, lighting, and structural connections lacks rigorous internal logic, leading to a sense of mild unrealism. Overall, 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"
+ ]
+ },
+ {
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+ "seed": 32728,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_13/index_6316_seed_32728_dp_27_rank_54_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.125,
+ "video_score2_ta": 3.0625,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 8.375,
+ "avg": 8.34375,
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+ "question": "majestic, eye-level wide shot begins, the camera moving forward with slow, deliberate grace through the breathtaking interior of a massive, rotating O'Neill cylindrical space habitat. Beneath the surface lies a vast, curving landscape of spotless green parkland, sprawling upward on either side to create an impossible, gravity-defying horizon, where sleek, white residential buildings constructed of a smooth, pearlescent material stretch along the arc of the world. A tranquil blue river flows along the curve, its surface perfectly flush with the ground it passes through. People are scattered throughout this idyllic scene, going about their peaceful, normal lives: a man in a tight, dark blue tracksuit jogs at a steady pace along a winding path; further ahead, a couple sits on a minimalist bench, absorbed in conversation, while nearby, two children laugh as they chase a small orb of soft, pulsating light. Looking directly upward, the \"sky\" is a vast transparent window, revealing the zero-gravity core of the habitat; a complex, elongated central hub is clearly visible, with an extended docking arm and blinking navigation lights, and tiny, silent spacecraft occasionally maneuver against the backdrop of a distant, star-filled void. The entire scene is bathed in bright, full-spectrum light, mimicking a perfect afternoon on Earth, casting soft, aimless shadows and creating an atmosphere of warmth, optimism, and profound peace.",
+ "token_credit_reward": 8.375,
+ "selected_reward": 8.375,
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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 majestic, eye-level wide shot inside a massive, rotating O'Neill cylindrical space habitat. It envisions a curved, spotless green parkland beneath a transparent sky showing the zero-gravity core, with sleek white buildings, a blue river along the curve, people at work or play, and a central hub with an extended docking arm and navigation lights, all bathed in bright, full-spectrum light.\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. There are occasional compression artifacts and mild color desaturation, yet lighting remains generally consistent across shots. The sequence appears stable with no major distortions, though fine details are not always crisp. In sum, the video presents a plausible but not high-fidelity visual presentation.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core concept: a curved, green parkland interior, white buildings, a blue river, and people present in the scene. The sky-through-window view and the general lighting align with the description. Some finer details—such as exact building textures, precise sky dynamics, and the exact configuration of the central hub—are not fully realized, but the main elements and spatial relationships match the prompt well.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains coherent spatial relationships and plausible lighting within a zero-gravity setting, and the river’s placement fits the curved terrain. However, there are minor inconsistencies in scale and interaction cues that prevent a higher level of realism. Overall, the environment feels believable but not perfectly physically rigorous.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.125,
+ "TA": 3.0625,
+ "MQ": 3.15625,
+ "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, eye-level wide shot inside a massive, rotating O'Neill cylindrical space habitat. It envisions a curved, spotless green parkland beneath a transparent sky showing the zero-gravity core, with sleek white buildings, a blue river along the curve, people at work or play, and a central hub with an extended docking arm and navigation lights, all bathed in bright, full-spectrum light.\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. There are occasional compression artifacts and mild color desaturation, yet lighting remains generally consistent across shots. The sequence appears stable with no major distortions, though fine details are not always crisp. In sum, the video presents a plausible but not high-fidelity visual presentation.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core concept: a curved, green parkland interior, white buildings, a blue river, and people present in the scene. The sky-through-window view and the general lighting align with the description. Some finer details—such as exact building textures, precise sky dynamics, and the exact configuration of the central hub—are not fully realized, but the main elements and spatial relationships match the prompt well.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains coherent spatial relationships and plausible lighting within a zero-gravity setting, and the river’s placement fits the curved terrain. However, there are minor inconsistencies in scale and interaction cues that prevent a higher level of realism. Overall, the environment feels believable but not perfectly physically rigorous.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_14/index_tensor([5279, 5279])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_14/index_tensor([5279, 5279])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..0bef3aea9236c49849329d8c9264683300ef83b1
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_14/index_tensor([5279, 5279])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 25403,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_14/index_5279_seed_25403_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": 3.265625,
+ "video_score2_ta": 4.15625,
+ "video_score2_mq": 3.34375,
+ "video_score2_overall": 10.75,
+ "avg": 10.765625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow, deliberate, medium shot, at eye level, begins the film's depiction of a couple in a tender embrace on a sun-drenched wooden deck. The man, with soft brown hair and dressed in a loose-fitting cream linen shirt, rests his hands gently on the woman's back. The woman, her long blond hair gleaming in the sunlight, is dressed in a simple light blue sundress. Her arms gently drape around his neck, her head resting on his shoulder, her eyes peacefully closed. The bright afternoon sun casts a warm golden glow across the scene, highlighting the grain of the deck's weathered cedar planks and creating soft, long shadows. As the camera smoothly slides forward, the frame tightens into an intimate close-up, focusing on their serene expressions and the tender connection between them. The lush, out-of-focus greenery of the background garden blurs into a soft bokeh, enhancing the deeply romantic and tranquil atmosphere of the moment.",
+ "token_credit_reward": 10.75,
+ "selected_reward": 10.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, deliberate medium shot at eye level showing a couple in a tender embrace on a sun-drenched wooden deck. The man has soft brown hair and wears a loose cream linen shirt, resting his hands on the woman's back. The woman has long blonde hair and wears a simple light blue sundress; her arms drape around his neck with her head resting on his shoulder and eyes peacefully closed. The scene features bright afternoon sun casting a warm golden glow, highlighting the deck's weathered planks and creating soft shadows. The camera is described as smoothly sliding forward and tightening into an intimate close-up that emphasizes their serene expressions and the tender connection, with a blurred greenery background contributing to a deeply romantic mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear facial details, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. The lighting remains warm and generally consistent, and the depth of field is present though not perfectly uniform across all frames. Transitions are smooth, and there are no major distortions or artifacts, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All key elements are represented: the couple in a tender embrace on a sun-drenched deck, the man with soft brown hair in a loose cream shirt, the woman with long blonde hair in a light blue sundress, her arms around his neck, her head resting on his shoulder, eyes closed, and a warm golden glow with visible deck texture. The camera movement from a medium shot toward a close-up is evident, and the intimate framing is achieved. A few minor deviations exist in exact pose timing or micro-details, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible anatomy and interaction, with natural-looking poses and believable lighting. However, there are subtle inconsistencies in hand placement, arm angle, and body orientation that prevent a perfect match to real-world physics, resulting in a mid-range assessment rather than flawless realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.265625,
+ "TA": 4.15625,
+ "MQ": 3.34375,
+ "Overall": 10.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, deliberate medium shot at eye level showing a couple in a tender embrace on a sun-drenched wooden deck. The man has soft brown hair and wears a loose cream linen shirt, resting his hands on the woman's back. The woman has long blonde hair and wears a simple light blue sundress; her arms drape around his neck with her head resting on his shoulder and eyes peacefully closed. The scene features bright afternoon sun casting a warm golden glow, highlighting the deck's weathered planks and creating soft shadows. The camera is described as smoothly sliding forward and tightening into an intimate close-up that emphasizes their serene expressions and the tender connection, with a blurred greenery background contributing to a deeply romantic mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear facial details, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. The lighting remains warm and generally consistent, and the depth of field is present though not perfectly uniform across all frames. Transitions are smooth, and there are no major distortions or artifacts, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All key elements are represented: the couple in a tender embrace on a sun-drenched deck, the man with soft brown hair in a loose cream shirt, the woman with long blonde hair in a light blue sundress, her arms around his neck, her head resting on his shoulder, eyes closed, and a warm golden glow with visible deck texture. The camera movement from a medium shot toward a close-up is evident, and the intimate framing is achieved. A few minor deviations exist in exact pose timing or micro-details, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible anatomy and interaction, with natural-looking poses and believable lighting. However, there are subtle inconsistencies in hand placement, arm angle, and body orientation that prevent a perfect match to real-world physics, resulting in a mid-range assessment rather than flawless realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, deliberate, medium shot, at eye level, begins the film's depiction of a couple in a tender embrace on a sun-drenched wooden deck. The man, with soft brown hair and dressed in a loose-fitting cream linen shirt, rests his hands gently on the woman's back. The woman, her long blond hair gleaming in the sunlight, is dressed in a simple light blue sundress. Her arms gently drape around his neck, her head resting on his shoulder, her eyes peacefully closed. The bright afternoon sun casts a warm golden glow across the scene, highlighting the grain of the deck's weathered cedar planks and creating soft, long shadows. As the camera smoothly slides forward, the frame tightens into an intimate close-up, focusing on their serene expressions and the tender connection between them. The lush, out-of-focus greenery of the background garden blurs into a soft bokeh, enhancing the deeply romantic and tranquil atmosphere of the moment.",
+ "seed": 25404,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_14/index_5279_seed_25404_dp_28_rank_56_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 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 slow, deliberate medium shot at eye level showing a couple in a tender embrace on a sun-drenched wooden deck. The man has soft brown hair and wears a loose cream-colored shirt; the woman has long blonde hair and wears a simple light blue sundress. Her arms rest around his neck while her head rests on his shoulder; her eyes appear peaceful. The scene features bright afternoon sun casting a warm golden glow, highlighting the deck's weathered planks and creating soft shadows. The camera is described as sliding forward and tightening into an intimate close-up that emphasizes their serene expressions and the tender connection, with lush greenery blurred into a soft bokeh in the background.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that prevent a higher rating. There is some motion blur during transitions and occasional softness in facial details. Color grading remains warm and consistent, and lighting is generally well-handled, though a few frames exhibit slight exposure variation. The depth of field and background bokeh are present but not consistently convincing throughout the sequence. In sum, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The key elements are captured: a couple in a tender embrace on a sunlit wooden deck, the man with soft brown hair in a loose cream shirt, the woman with long blonde hair in a light blue sundress, hands resting on the back, arms around the neck, head on the shoulder, eyes appearing peaceful, bright sun with warm glow, and the camera movement toward a close-up. The scene conveys the intended mood and progression, with only minor deviations in exact pose timing or framing that do not significantly detract from fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interaction reads as natural and believable, with plausible body language and lighting. However, there are subtle inconsistencies in hand placement and arm positioning across frames, and a few micro-movements feel slightly off, which prevents a higher score. Overall, the scene remains coherent and physically plausible.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "Overall": 10.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slow, deliberate medium shot at eye level showing a couple in a tender embrace on a sun-drenched wooden deck. The man has soft brown hair and wears a loose cream-colored shirt; the woman has long blonde hair and wears a simple light blue sundress. Her arms rest around his neck while her head rests on his shoulder; her eyes appear peaceful. The scene features bright afternoon sun casting a warm golden glow, highlighting the deck's weathered planks and creating soft shadows. The camera is described as sliding forward and tightening into an intimate close-up that emphasizes their serene expressions and the tender connection, with lush greenery blurred into a soft bokeh in the background.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that prevent a higher rating. There is some motion blur during transitions and occasional softness in facial details. Color grading remains warm and consistent, and lighting is generally well-handled, though a few frames exhibit slight exposure variation. The depth of field and background bokeh are present but not consistently convincing throughout the sequence. In sum, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The key elements are captured: a couple in a tender embrace on a sunlit wooden deck, the man with soft brown hair in a loose cream shirt, the woman with long blonde hair in a light blue sundress, hands resting on the back, arms around the neck, head on the shoulder, eyes appearing peaceful, bright sun with warm glow, and the camera movement toward a close-up. The scene conveys the intended mood and progression, with only minor deviations in exact pose timing or framing that do not significantly detract from fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The interaction reads as natural and believable, with plausible body language and lighting. However, there are subtle inconsistencies in hand placement and arm positioning across frames, and a few micro-movements feel slightly off, which prevents a higher score. Overall, the scene remains coherent and physically plausible.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, deliberate, medium shot, at eye level, begins the film's depiction of a couple in a tender embrace on a sun-drenched wooden deck. The man, with soft brown hair and dressed in a loose-fitting cream linen shirt, rests his hands gently on the woman's back. The woman, her long blond hair gleaming in the sunlight, is dressed in a simple light blue sundress. Her arms gently drape around his neck, her head resting on his shoulder, her eyes peacefully closed. The bright afternoon sun casts a warm golden glow across the scene, highlighting the grain of the deck's weathered cedar planks and creating soft, long shadows. As the camera smoothly slides forward, the frame tightens into an intimate close-up, focusing on their serene expressions and the tender connection between them. The lush, out-of-focus greenery of the background garden blurs into a soft bokeh, enhancing the deeply romantic and tranquil atmosphere of the moment.",
+ "seed": 25405,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_14/index_5279_seed_25405_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.9375,
+ "video_score2_ta": 4.0625,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 10.125,
+ "avg": 10.15625,
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+ "question_id": "videoscore2_overall",
+ "question": "slow, deliberate, medium shot, at eye level, begins the film's depiction of a couple in a tender embrace on a sun-drenched wooden deck. The man, with soft brown hair and dressed in a loose-fitting cream linen shirt, rests his hands gently on the woman's back. The woman, her long blond hair gleaming in the sunlight, is dressed in a simple light blue sundress. Her arms gently drape around his neck, her head resting on his shoulder, her eyes peacefully closed. The bright afternoon sun casts a warm golden glow across the scene, highlighting the grain of the deck's weathered cedar planks and creating soft, long shadows. As the camera smoothly slides forward, the frame tightens into an intimate close-up, focusing on their serene expressions and the tender connection between them. The lush, out-of-focus greenery of the background garden blurs into a soft bokeh, enhancing the deeply romantic and tranquil atmosphere of the moment.",
+ "token_credit_reward": 10.125,
+ "selected_reward": 10.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, deliberate, medium shot at eye level showing a couple in a tender embrace on a sun-drenched wooden deck. The man has soft brown hair and wears a loose cream-linen shirt; the woman has long blonde hair and wears a simple light blue sundress. Her arms drape around his neck while her head rests on his shoulder; her eyes are peacefully closed. The scene features bright afternoon sun casting a warm golden glow, highlighting the deck's weathered planks and creating soft shadows. The camera is described as smoothly sliding forward with a tightening into an intimate close-up that focuses on their serene expressions and the tender connection, with lush out-of-focus greenery in the background.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional compression artifacts. Lighting remains warm and consistent, and color saturation is reasonable. There is mild background blur and a shallow depth of field that helps separate subjects from the environment. Transitions between frames are smooth, but the overall sharpness and fine detail do not reach high-end levels. In sum, the video presents a coherent and pleasant visual experience without notable technical flaws.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements are present: a couple in a tender embrace on a sunlit wooden deck, the man with soft brown hair in a loose cream shirt, the woman with long blonde hair in a light blue sundress, arms around the neck, head resting on the shoulder, eyes closed, and a warm golden glow from bright sun. The framing is generally a medium shot at eye level, and the sequence progresses toward a closer view. Some minor deviations exist: the initial shot is slightly tighter than a full medium shot, and the camera movement is not perfectly smooth or tightly controlled. Despite these small differences, the core narrative and mood align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The embrace appears natural and plausible, with believable body language and proportions. Lighting and shadows support the scene's realism, and the environmental context feels coherent. However, there are subtle inconsistencies in motion dynamics and micro-interactions that prevent a higher score. Overall, the scene remains physically plausible and coherent, though not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.9375,
+ "TA": 4.0625,
+ "MQ": 3.15625,
+ "Overall": 10.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, deliberate, medium shot at eye level showing a couple in a tender embrace on a sun-drenched wooden deck. The man has soft brown hair and wears a loose cream-linen shirt; the woman has long blonde hair and wears a simple light blue sundress. Her arms drape around his neck while her head rests on his shoulder; her eyes are peacefully closed. The scene features bright afternoon sun casting a warm golden glow, highlighting the deck's weathered planks and creating soft shadows. The camera is described as smoothly sliding forward with a tightening into an intimate close-up that focuses on their serene expressions and the tender connection, with lush out-of-focus greenery in the background.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional compression artifacts. Lighting remains warm and consistent, and color saturation is reasonable. There is mild background blur and a shallow depth of field that helps separate subjects from the environment. Transitions between frames are smooth, but the overall sharpness and fine detail do not reach high-end levels. In sum, the video presents a coherent and pleasant visual experience without notable technical flaws.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements are present: a couple in a tender embrace on a sunlit wooden deck, the man with soft brown hair in a loose cream shirt, the woman with long blonde hair in a light blue sundress, arms around the neck, head resting on the shoulder, eyes closed, and a warm golden glow from bright sun. The framing is generally a medium shot at eye level, and the sequence progresses toward a closer view. Some minor deviations exist: the initial shot is slightly tighter than a full medium shot, and the camera movement is not perfectly smooth or tightly controlled. Despite these small differences, the core narrative and mood align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The embrace appears natural and plausible, with believable body language and proportions. Lighting and shadows support the scene's realism, and the environmental context feels coherent. However, there are subtle inconsistencies in motion dynamics and micro-interactions that prevent a higher score. Overall, the scene remains physically plausible and coherent, though not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, deliberate, medium shot, at eye level, begins the film's depiction of a couple in a tender embrace on a sun-drenched wooden deck. The man, with soft brown hair and dressed in a loose-fitting cream linen shirt, rests his hands gently on the woman's back. The woman, her long blond hair gleaming in the sunlight, is dressed in a simple light blue sundress. Her arms gently drape around his neck, her head resting on his shoulder, her eyes peacefully closed. The bright afternoon sun casts a warm golden glow across the scene, highlighting the grain of the deck's weathered cedar planks and creating soft, long shadows. As the camera smoothly slides forward, the frame tightens into an intimate close-up, focusing on their serene expressions and the tender connection between them. The lush, out-of-focus greenery of the background garden blurs into a soft bokeh, enhancing the deeply romantic and tranquil atmosphere of the moment.",
+ "seed": 25406,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_14/index_5279_seed_25406_dp_29_rank_58_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 4.03125,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 10.4375,
+ "avg": 10.40625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow, deliberate, medium shot, at eye level, begins the film's depiction of a couple in a tender embrace on a sun-drenched wooden deck. The man, with soft brown hair and dressed in a loose-fitting cream linen shirt, rests his hands gently on the woman's back. The woman, her long blond hair gleaming in the sunlight, is dressed in a simple light blue sundress. Her arms gently drape around his neck, her head resting on his shoulder, her eyes peacefully closed. The bright afternoon sun casts a warm golden glow across the scene, highlighting the grain of the deck's weathered cedar planks and creating soft, long shadows. As the camera smoothly slides forward, the frame tightens into an intimate close-up, focusing on their serene expressions and the tender connection between them. The lush, out-of-focus greenery of the background garden blurs into a soft bokeh, enhancing the deeply romantic and tranquil atmosphere of the moment.",
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+ "selected_reward": 10.4375,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slow, deliberate, medium shot at eye level showing a couple in a tender embrace on a sun-drenched wooden deck. The man has soft brown hair and wears a loose cream-linen shirt; the woman has long blonde hair and wears a simple light blue sundress. Her arms rest around his neck while her head rests on his shoulder; her eyes are peacefully closed. The scene features bright afternoon sun casting a warm golden glow, highlighting the deck's weathered planks and creating soft shadows. The camera is described as smoothly sliding forward with a tightening into an intimate close-up that focuses on their serene expressions and the tender connection, with lush, out-of-focus greenery in the background.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are occasional soft areas and minor compression artifacts that prevent a high-end look. The lighting remains warm and consistent, and color grading supports the golden-hour mood, though some frames exhibit slight color shifts or noise. The depth of field is present but not consistently convincing, and a few frames lack the crispness expected in a top-tier production. Transitions are generally smooth, but the overall polish does not reach the highest tier.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The key elements are well represented: the couple in a tender embrace, the sun-drenched wooden deck, the man’s soft brown hair and cream shirt, the woman’s long blonde hair and light blue sundress, and the intimate close-up progression. The mood and composition align closely with the description, with only minor deviations in exact framing or timing that do not significantly detract from fidelity.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical realism and common-sense consistency are moderate (score 3). The embrace appears plausible and the lighting/shadows are coherent, and the scene maintains believable spatial relationships. However, there are subtle inconsistencies in body positioning and interaction details that prevent a higher score, such as occasional stiffness in arm placement or minor mismatches in weight distribution during the hug. These small issues keep the overall realism within a mid-range level rather than exceptional.\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": 4.03125,
+ "MQ": 3.171875,
+ "Overall": 10.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slow, deliberate, medium shot at eye level showing a couple in a tender embrace on a sun-drenched wooden deck. The man has soft brown hair and wears a loose cream-linen shirt; the woman has long blonde hair and wears a simple light blue sundress. Her arms rest around his neck while her head rests on his shoulder; her eyes are peacefully closed. The scene features bright afternoon sun casting a warm golden glow, highlighting the deck's weathered planks and creating soft shadows. The camera is described as smoothly sliding forward with a tightening into an intimate close-up that focuses on their serene expressions and the tender connection, with lush, out-of-focus greenery in the background.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are occasional soft areas and minor compression artifacts that prevent a high-end look. The lighting remains warm and consistent, and color grading supports the golden-hour mood, though some frames exhibit slight color shifts or noise. The depth of field is present but not consistently convincing, and a few frames lack the crispness expected in a top-tier production. Transitions are generally smooth, but the overall polish does not reach the highest tier.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The key elements are well represented: the couple in a tender embrace, the sun-drenched wooden deck, the man’s soft brown hair and cream shirt, the woman’s long blonde hair and light blue sundress, and the intimate close-up progression. The mood and composition align closely with the description, with only minor deviations in exact framing or timing that do not significantly detract from fidelity.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical realism and common-sense consistency are moderate (score 3). The embrace appears plausible and the lighting/shadows are coherent, and the scene maintains believable spatial relationships. However, there are subtle inconsistencies in body positioning and interaction details that prevent a higher score, such as occasional stiffness in arm placement or minor mismatches in weight distribution during the hug. These small issues keep the overall realism within a mid-range level rather than exceptional.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_15/index_tensor([4396, 4396])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_15/index_tensor([4396, 4396])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..4227686a561272ea4da75ae0bee28ecca882e8a2
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_15/index_tensor([4396, 4396])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "perfectly static, cinematic long shot depicts the breathtaking expanse of a remote, rugged mountainside bathed in the warm, low-angle light of golden hour. A massive pine tree stands at the majestic center of the scene, its ancient, towering form and deep green needles silhouetted against the pale, clear sky. Suddenly, a sharp explosion shatters the profound silence, echoing throughout the valley. The pine's massive trunk shudders violently, and near the base, the dark, gnarled bark bursts open, revealing a chaotic explosion of pale, raw wood fibers splintering outward. The tree begins to tilt, its movement beginning with a slow, deliberate groan before accelerating with a terrifying, decisive momentum, carving a majestic, tragic arc through the crisp mountain air. As it falls, its massive shadow sweeps swiftly across the rocky terrain below, its branches streaking through the air with a final, violent hiss before impacting the ground with a deafening, earth-shattering crash, sending a huge whirlwind of dust, soil, and pine needles into golden light, creating an atmosphere of raw, natural power and a stunning finale.",
+ "seed": 27274,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_15/index_4396_seed_27274_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.875,
+ "video_score2_ta": 3.484375,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 9.3125,
+ "avg": 9.296875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "perfectly static, cinematic long shot depicts the breathtaking expanse of a remote, rugged mountainside bathed in the warm, low-angle light of golden hour. A massive pine tree stands at the majestic center of the scene, its ancient, towering form and deep green needles silhouetted against the pale, clear sky. Suddenly, a sharp explosion shatters the profound silence, echoing throughout the valley. The pine's massive trunk shudders violently, and near the base, the dark, gnarled bark bursts open, revealing a chaotic explosion of pale, raw wood fibers splintering outward. The tree begins to tilt, its movement beginning with a slow, deliberate groan before accelerating with a terrifying, decisive momentum, carving a majestic, tragic arc through the crisp mountain air. As it falls, its massive shadow sweeps swiftly across the rocky terrain below, its branches streaking through the air with a final, violent hiss before impacting the ground with a deafening, earth-shattering crash, sending a huge whirlwind of dust, soil, and pine needles into golden light, creating an atmosphere of raw, natural power and a stunning finale.",
+ "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 cinematic long-shot sequence featuring a massive pine tree on a rugged mountainside at golden hour, followed by a dramatic explosion that destroys the tree and creates a large dust cloud. The intended progression includes the tree tilting, a final impact with the ground, and a visually striking finale.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, with warm lighting consistent with golden hour. There are occasional minor artifacts and slight motion blur during the explosion, but these do not dominate the viewing experience. The sequence remains coherent, though some frames show reduced sharpness during rapid action.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The key elements—pine tree at the center, rugged mountainside setting, warm lighting, and a pronounced explosion—are present. The depiction captures the intended mood and progression, with only minor deviations in timing or emphasis that do not significantly detract from fidelity.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The explosion and debris behavior follow plausible dynamics, and lighting remains coherent with the scene. Some aspects of the tree’s structural response and the interaction between wind, debris, and terrain could be more convincingly integrated, but the overall physical portrayal remains believable.\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": 2.875,
+ "TA": 3.484375,
+ "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 cinematic long-shot sequence featuring a massive pine tree on a rugged mountainside at golden hour, followed by a dramatic explosion that destroys the tree and creates a large dust cloud. The intended progression includes the tree tilting, a final impact with the ground, and a visually striking finale.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, with warm lighting consistent with golden hour. There are occasional minor artifacts and slight motion blur during the explosion, but these do not dominate the viewing experience. The sequence remains coherent, though some frames show reduced sharpness during rapid action.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The key elements—pine tree at the center, rugged mountainside setting, warm lighting, and a pronounced explosion—are present. The depiction captures the intended mood and progression, with only minor deviations in timing or emphasis that do not significantly detract from fidelity.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The explosion and debris behavior follow plausible dynamics, and lighting remains coherent with the scene. Some aspects of the tree’s structural response and the interaction between wind, debris, and terrain could be more convincingly integrated, but the overall physical portrayal remains believable.\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": "perfectly static, cinematic long shot depicts the breathtaking expanse of a remote, rugged mountainside bathed in the warm, low-angle light of golden hour. A massive pine tree stands at the majestic center of the scene, its ancient, towering form and deep green needles silhouetted against the pale, clear sky. Suddenly, a sharp explosion shatters the profound silence, echoing throughout the valley. The pine's massive trunk shudders violently, and near the base, the dark, gnarled bark bursts open, revealing a chaotic explosion of pale, raw wood fibers splintering outward. The tree begins to tilt, its movement beginning with a slow, deliberate groan before accelerating with a terrifying, decisive momentum, carving a majestic, tragic arc through the crisp mountain air. As it falls, its massive shadow sweeps swiftly across the rocky terrain below, its branches streaking through the air with a final, violent hiss before impacting the ground with a deafening, earth-shattering crash, sending a huge whirlwind of dust, soil, and pine needles into golden light, creating an atmosphere of raw, natural power and a stunning finale.",
+ "seed": 27275,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_15/index_4396_seed_27275_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.6875,
+ "video_score2_ta": 3.40625,
+ "video_score2_mq": 2.78125,
+ "video_score2_overall": 8.875,
+ "avg": 8.875,
+ "reward_records": [
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+ "question": "perfectly static, cinematic long shot depicts the breathtaking expanse of a remote, rugged mountainside bathed in the warm, low-angle light of golden hour. A massive pine tree stands at the majestic center of the scene, its ancient, towering form and deep green needles silhouetted against the pale, clear sky. Suddenly, a sharp explosion shatters the profound silence, echoing throughout the valley. The pine's massive trunk shudders violently, and near the base, the dark, gnarled bark bursts open, revealing a chaotic explosion of pale, raw wood fibers splintering outward. The tree begins to tilt, its movement beginning with a slow, deliberate groan before accelerating with a terrifying, decisive momentum, carving a majestic, tragic arc through the crisp mountain air. As it falls, its massive shadow sweeps swiftly across the rocky terrain below, its branches streaking through the air with a final, violent hiss before impacting the ground with a deafening, earth-shattering crash, sending a huge whirlwind of dust, soil, and pine needles into golden light, creating an atmosphere of raw, natural power and a stunning finale.",
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+ "selected_reward": 8.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic sequence where a massive pine tree on a rugged mountainside is struck by a powerful explosion, causing the tree to tilt, fall, and create a dramatic, earth-shattering finale with dust and debris. The video captures several elements of this concept but does not fully realize the entire dramatic arc.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the tree and landscape, with warm golden-hour lighting that remains consistent. There are no major distortions or artifacts, and transitions between frames are smooth. However, the sequence lacks high-end polish and some fine-grained detail, keeping the quality in the mid range rather than exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes the key components such as the pine tree, the explosion, and the presence of dust and debris, and it conveys a sense of scale and drama. Yet the full progression described in the prompt — from tilt to fall to impact — is not consistently realized, resulting in only moderate alignment overall.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The explosion and debris behavior are plausible within a stylized rendering, and lighting remains coherent. Some aspects of the tree’s response to the force and the timing of the fall could be more physically precise, but the scene maintains believable dynamics overall.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.6875,
+ "TA": 3.40625,
+ "MQ": 2.78125,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic sequence where a massive pine tree on a rugged mountainside is struck by a powerful explosion, causing the tree to tilt, fall, and create a dramatic, earth-shattering finale with dust and debris. The video captures several elements of this concept but does not fully realize the entire dramatic arc.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the tree and landscape, with warm golden-hour lighting that remains consistent. There are no major distortions or artifacts, and transitions between frames are smooth. However, the sequence lacks high-end polish and some fine-grained detail, keeping the quality in the mid range rather than exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes the key components such as the pine tree, the explosion, and the presence of dust and debris, and it conveys a sense of scale and drama. Yet the full progression described in the prompt — from tilt to fall to impact — is not consistently realized, resulting in only moderate alignment overall.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The explosion and debris behavior are plausible within a stylized rendering, and lighting remains coherent. Some aspects of the tree’s response to the force and the timing of the fall could be more physically precise, but the scene maintains believable dynamics overall.\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": "perfectly static, cinematic long shot depicts the breathtaking expanse of a remote, rugged mountainside bathed in the warm, low-angle light of golden hour. A massive pine tree stands at the majestic center of the scene, its ancient, towering form and deep green needles silhouetted against the pale, clear sky. Suddenly, a sharp explosion shatters the profound silence, echoing throughout the valley. The pine's massive trunk shudders violently, and near the base, the dark, gnarled bark bursts open, revealing a chaotic explosion of pale, raw wood fibers splintering outward. The tree begins to tilt, its movement beginning with a slow, deliberate groan before accelerating with a terrifying, decisive momentum, carving a majestic, tragic arc through the crisp mountain air. As it falls, its massive shadow sweeps swiftly across the rocky terrain below, its branches streaking through the air with a final, violent hiss before impacting the ground with a deafening, earth-shattering crash, sending a huge whirlwind of dust, soil, and pine needles into golden light, creating an atmosphere of raw, natural power and a stunning finale.",
+ "seed": 27276,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_15/index_4396_seed_27276_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": 2.625,
+ "video_score2_ta": 3.40625,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 9.0,
+ "avg": 9.03125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "perfectly static, cinematic long shot depicts the breathtaking expanse of a remote, rugged mountainside bathed in the warm, low-angle light of golden hour. A massive pine tree stands at the majestic center of the scene, its ancient, towering form and deep green needles silhouetted against the pale, clear sky. Suddenly, a sharp explosion shatters the profound silence, echoing throughout the valley. The pine's massive trunk shudders violently, and near the base, the dark, gnarled bark bursts open, revealing a chaotic explosion of pale, raw wood fibers splintering outward. The tree begins to tilt, its movement beginning with a slow, deliberate groan before accelerating with a terrifying, decisive momentum, carving a majestic, tragic arc through the crisp mountain air. As it falls, its massive shadow sweeps swiftly across the rocky terrain below, its branches streaking through the air with a final, violent hiss before impacting the ground with a deafening, earth-shattering crash, sending a huge whirlwind of dust, soil, and pine needles into golden light, creating an atmosphere of raw, natural power and a stunning finale.",
+ "token_credit_reward": 9.0,
+ "selected_reward": 9.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic long-shot sequence featuring a massive pine tree on a rugged mountainside at golden-hour lighting, followed by a dramatic explosion that destroys the tree and creates a chaotic, powerful finale. The key elements—pine tree as central subject, warm lighting, explosion, and the resulting destruction—are present in the overall concept, though some details may be simplified or staged in the execution.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and color balance, with warm golden-hour tones and a convincing mountain backdrop. However, there are noticeable issues: occasional motion blur during the explosion sequence, minor artifacting, and some inconsistencies in the tree’s structural rendering across frames. The explosion effects exist but do not reach high-fidelity realism, and a few frames show slight distortions in the tree’s geometry. The sequence remains readable and coherent, but it does not achieve high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The major elements are present: the pine tree as the central focal point, the rugged mountainside setting, warm golden-hour lighting, and a clearly depicted explosion sequence. The depiction captures the intended mood and progression toward destruction. Some minor deviations appear in the exact timing of the tree’s tilt and the precise dynamics of the impact, but these do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The explosion and debris dispersion follow plausible dynamics, and the environmental context remains coherent. There are occasional small inconsistencies in the tree’s deformation during the blast and in debris trajectories, which slightly reduce realism but do not break the overall plausibility 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": 3.40625,
+ "MQ": 3.0,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic long-shot sequence featuring a massive pine tree on a rugged mountainside at golden-hour lighting, followed by a dramatic explosion that destroys the tree and creates a chaotic, powerful finale. The key elements—pine tree as central subject, warm lighting, explosion, and the resulting destruction—are present in the overall concept, though some details may be simplified or staged in the execution.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and color balance, with warm golden-hour tones and a convincing mountain backdrop. However, there are noticeable issues: occasional motion blur during the explosion sequence, minor artifacting, and some inconsistencies in the tree’s structural rendering across frames. The explosion effects exist but do not reach high-fidelity realism, and a few frames show slight distortions in the tree’s geometry. The sequence remains readable and coherent, but it does not achieve high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The major elements are present: the pine tree as the central focal point, the rugged mountainside setting, warm golden-hour lighting, and a clearly depicted explosion sequence. The depiction captures the intended mood and progression toward destruction. Some minor deviations appear in the exact timing of the tree’s tilt and the precise dynamics of the impact, but these do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The explosion and debris dispersion follow plausible dynamics, and the environmental context remains coherent. There are occasional small inconsistencies in the tree’s deformation during the blast and in debris trajectories, which slightly reduce realism but do not break the overall plausibility of the scene.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "perfectly static, cinematic long shot depicts the breathtaking expanse of a remote, rugged mountainside bathed in the warm, low-angle light of golden hour. A massive pine tree stands at the majestic center of the scene, its ancient, towering form and deep green needles silhouetted against the pale, clear sky. Suddenly, a sharp explosion shatters the profound silence, echoing throughout the valley. The pine's massive trunk shudders violently, and near the base, the dark, gnarled bark bursts open, revealing a chaotic explosion of pale, raw wood fibers splintering outward. The tree begins to tilt, its movement beginning with a slow, deliberate groan before accelerating with a terrifying, decisive momentum, carving a majestic, tragic arc through the crisp mountain air. As it falls, its massive shadow sweeps swiftly across the rocky terrain below, its branches streaking through the air with a final, violent hiss before impacting the ground with a deafening, earth-shattering crash, sending a huge whirlwind of dust, soil, and pine needles into golden light, creating an atmosphere of raw, natural power and a stunning finale.",
+ "seed": 27277,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_15/index_4396_seed_27277_dp_31_rank_62_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.8125,
+ "video_score2_ta": 3.5625,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 9.3125,
+ "avg": 9.296875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "perfectly static, cinematic long shot depicts the breathtaking expanse of a remote, rugged mountainside bathed in the warm, low-angle light of golden hour. A massive pine tree stands at the majestic center of the scene, its ancient, towering form and deep green needles silhouetted against the pale, clear sky. Suddenly, a sharp explosion shatters the profound silence, echoing throughout the valley. The pine's massive trunk shudders violently, and near the base, the dark, gnarled bark bursts open, revealing a chaotic explosion of pale, raw wood fibers splintering outward. The tree begins to tilt, its movement beginning with a slow, deliberate groan before accelerating with a terrifying, decisive momentum, carving a majestic, tragic arc through the crisp mountain air. As it falls, its massive shadow sweeps swiftly across the rocky terrain below, its branches streaking through the air with a final, violent hiss before impacting the ground with a deafening, earth-shattering crash, sending a huge whirlwind of dust, soil, and pine needles into golden light, creating an atmosphere of raw, natural power and a stunning finale.",
+ "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 cinematic long-shot sequence featuring a massive pine tree on a rugged mountainside at golden hour, followed by a dramatic explosion that destroys the tree and creates a large dust cloud. The intended progression includes the tree tilting, a debris arc, and a final impact with a dust plume, culminating in a powerful, natural-feeling finale.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness during motion, occasional compression artifacts, and color grading inconsistencies that slightly reduce realism. The explosion effects are present but not consistently convincing, and lighting, while evoking golden-hour warmth, does not always stay cohesive across shots. In sum, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large pine tree centered in a rugged mountainside setting with warm lighting, followed by an explosion sequence and a dust plume. The tree’s tilt and the debris arc are represented, and the final impact with dust is evident. Minor deviations exist in the exact timing and scale of certain moments, but these do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The explosion and debris behavior follow plausible dynamics, and the dust cloud appears reasonably realistic. However, some aspects feel stylized rather than strictly physically accurate—for example, the tree’s tilt and debris arc could be exaggerated relative to real-world physics, and the interaction between the tree and ground may not fully adhere to expected collision mechanics. Overall, the scene maintains believable dynamics without achieving high-fidelity 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": 2.8125,
+ "TA": 3.5625,
+ "MQ": 2.921875,
+ "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 cinematic long-shot sequence featuring a massive pine tree on a rugged mountainside at golden hour, followed by a dramatic explosion that destroys the tree and creates a large dust cloud. The intended progression includes the tree tilting, a debris arc, and a final impact with a dust plume, culminating in a powerful, natural-feeling finale.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness during motion, occasional compression artifacts, and color grading inconsistencies that slightly reduce realism. The explosion effects are present but not consistently convincing, and lighting, while evoking golden-hour warmth, does not always stay cohesive across shots. In sum, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large pine tree centered in a rugged mountainside setting with warm lighting, followed by an explosion sequence and a dust plume. The tree’s tilt and the debris arc are represented, and the final impact with dust is evident. Minor deviations exist in the exact timing and scale of certain moments, but these do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The explosion and debris behavior follow plausible dynamics, and the dust cloud appears reasonably realistic. However, some aspects feel stylized rather than strictly physically accurate—for example, the tree’s tilt and debris arc could be exaggerated relative to real-world physics, and the interaction between the tree and ground may not fully adhere to expected collision mechanics. Overall, the scene maintains believable dynamics without achieving high-fidelity realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_2/index_tensor([6912, 6912])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_2/index_tensor([6912, 6912])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b69cf38777da122b1226acdac44852897788dad
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_2/index_tensor([6912, 6912])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "subsequent low-angle, dynamic tracking shot captures a lone knight atop a majestic black warhorse, galloping across endless golden grasslands. The knight, clad in weathered steel plate armor, its surface covered in tiny scratches and battle scars, wears a full-face helmet that obscures his face, and a tattered crimson cape billows violently behind him at high speed. His steed, a powerfully muscled beast, its pure black fur glistening in the sunset, strikes the ground with a powerful, rhythmic cadence, each landing sending a swift and powerful kick of dry earth. In the background, a massive, orange-red sunset slowly sinks into the distant horizon, its final rays tinting the world with a warm orange-gold hue, lengthening the lone shadows of knight and horse across the grassland. This golden backlight sharply outlines the hard contours of the knight and the horse, and the dust stirred up by the horse's hooves is illuminated in the light, forming a golden mist flying around them. The whole picture is full of epic grandeur, speed and heroic loneliness.",
+ "seed": 11777,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_2/index_6912_seed_11777_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": 3.03125,
+ "video_score2_ta": 3.6875,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 9.875,
+ "avg": 9.84375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "subsequent low-angle, dynamic tracking shot captures a lone knight atop a majestic black warhorse, galloping across endless golden grasslands. The knight, clad in weathered steel plate armor, its surface covered in tiny scratches and battle scars, wears a full-face helmet that obscures his face, and a tattered crimson cape billows violently behind him at high speed. His steed, a powerfully muscled beast, its pure black fur glistening in the sunset, strikes the ground with a powerful, rhythmic cadence, each landing sending a swift and powerful kick of dry earth. In the background, a massive, orange-red sunset slowly sinks into the distant horizon, its final rays tinting the world with a warm orange-gold hue, lengthening the lone shadows of knight and horse across the grassland. This golden backlight sharply outlines the hard contours of the knight and the horse, and the dust stirred up by the horse's hooves is illuminated in the light, forming a golden mist flying around them. The whole picture is full of epic grandeur, speed and heroic loneliness.",
+ "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 subsequent low-angle, dynamic tracking shot featuring a lone knight atop a majestic black warhorse galloping across endless golden grasslands. The knight wears weathered steel plate armor with visible scratches and a full-face helmet obscuring the face, plus a tattered crimson cape that billows behind him. The horse is described as powerful and muscular, with dark fur that gleams in the sunset, striking the ground with a rhythmic cadence that kicks up dry earth. A massive orange-red sunset dominates the background, casting warm orange-gold hues across the scene and creating a dramatic silhouette effect. Dust from the horse's hooves is illuminated by the light, forming a golden mist around the figures. Overall, the scene aims for epic grandeur, speed, and heroic loneliness.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain a consistent warm palette and a clear silhouette contrast against the sunset. The lighting remains coherent, and the composition stays readable throughout. However, there are moderate issues: occasional softness or minor motion blur during fast motion, and some frame-to-frame inconsistencies in the horse's leg articulation that affect perceived realism. These factors keep the overall visual quality at a mid level rather than high-end realism.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: the low-angle tracking shot, the lone knight on a dark horse, the gallop across golden grasslands, the visible armor, helmet, and cape, and the dramatic sunset lighting are all present. The main gap is the absence of explicit battle scars on the armor, which slightly reduces fidelity to the prompt. Aside from that, the alignment is strong, supporting a high-but-not-perfect score.\n\nPhysical Consistency (Common-sense):\nThere are notable inconsistencies in physical realism. The horse's leg articulation and ground contact show irregularities that disrupt believable locomotion, and the cape dynamics do not always track the implied wind or speed. While the scene conveys a dramatic moment, these issues reduce overall physical plausibility, resulting in a lower score for common-sense consistency.\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": 3.03125,
+ "TA": 3.6875,
+ "MQ": 3.125,
+ "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 subsequent low-angle, dynamic tracking shot featuring a lone knight atop a majestic black warhorse galloping across endless golden grasslands. The knight wears weathered steel plate armor with visible scratches and a full-face helmet obscuring the face, plus a tattered crimson cape that billows behind him. The horse is described as powerful and muscular, with dark fur that gleams in the sunset, striking the ground with a rhythmic cadence that kicks up dry earth. A massive orange-red sunset dominates the background, casting warm orange-gold hues across the scene and creating a dramatic silhouette effect. Dust from the horse's hooves is illuminated by the light, forming a golden mist around the figures. Overall, the scene aims for epic grandeur, speed, and heroic loneliness.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain a consistent warm palette and a clear silhouette contrast against the sunset. The lighting remains coherent, and the composition stays readable throughout. However, there are moderate issues: occasional softness or minor motion blur during fast motion, and some frame-to-frame inconsistencies in the horse's leg articulation that affect perceived realism. These factors keep the overall visual quality at a mid level rather than high-end realism.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: the low-angle tracking shot, the lone knight on a dark horse, the gallop across golden grasslands, the visible armor, helmet, and cape, and the dramatic sunset lighting are all present. The main gap is the absence of explicit battle scars on the armor, which slightly reduces fidelity to the prompt. Aside from that, the alignment is strong, supporting a high-but-not-perfect score.\n\nPhysical Consistency (Common-sense):\nThere are notable inconsistencies in physical realism. The horse's leg articulation and ground contact show irregularities that disrupt believable locomotion, and the cape dynamics do not always track the implied wind or speed. While the scene conveys a dramatic moment, these issues reduce overall physical plausibility, resulting in a lower score for common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "subsequent low-angle, dynamic tracking shot captures a lone knight atop a majestic black warhorse, galloping across endless golden grasslands. The knight, clad in weathered steel plate armor, its surface covered in tiny scratches and battle scars, wears a full-face helmet that obscures his face, and a tattered crimson cape billows violently behind him at high speed. His steed, a powerfully muscled beast, its pure black fur glistening in the sunset, strikes the ground with a powerful, rhythmic cadence, each landing sending a swift and powerful kick of dry earth. In the background, a massive, orange-red sunset slowly sinks into the distant horizon, its final rays tinting the world with a warm orange-gold hue, lengthening the lone shadows of knight and horse across the grassland. This golden backlight sharply outlines the hard contours of the knight and the horse, and the dust stirred up by the horse's hooves is illuminated in the light, forming a golden mist flying around them. The whole picture is full of epic grandeur, speed and heroic loneliness.",
+ "seed": 11778,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_2/index_6912_seed_11778_dp_4_rank_8_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.78125,
+ "video_score2_ta": 3.421875,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 9.3125,
+ "avg": 9.3125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "subsequent low-angle, dynamic tracking shot captures a lone knight atop a majestic black warhorse, galloping across endless golden grasslands. The knight, clad in weathered steel plate armor, its surface covered in tiny scratches and battle scars, wears a full-face helmet that obscures his face, and a tattered crimson cape billows violently behind him at high speed. His steed, a powerfully muscled beast, its pure black fur glistening in the sunset, strikes the ground with a powerful, rhythmic cadence, each landing sending a swift and powerful kick of dry earth. In the background, a massive, orange-red sunset slowly sinks into the distant horizon, its final rays tinting the world with a warm orange-gold hue, lengthening the lone shadows of knight and horse across the grassland. This golden backlight sharply outlines the hard contours of the knight and the horse, and the dust stirred up by the horse's hooves is illuminated in the light, forming a golden mist flying around them. The whole picture is full of epic grandeur, speed and heroic loneliness.",
+ "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 subsequent low-angle, dynamic tracking shot featuring a lone knight atop a majestic black warhorse galloping across endless golden grasslands. The knight wears weathered steel plate armor with a full-face helmet obscuring his face, and a tattered crimson cape billows behind him. The steed is a powerful, muscular beast with glistening black fur, striking the ground with a rhythmic cadence as dust flies around them under a dramatic orange-red sunset.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially during fast movement. The warm orange-golden lighting is consistent with the sunset and contributes to atmosphere, though it does not compensate for the lack of sharpness. The sequence remains coherent and stable, with no major distortions or abrupt changes, but the overall clarity is not high.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a lone knight on a dark horse, galloping across golden grasslands, wearing armor and a helmet, with a cape visible behind. The sunset lighting and the dynamic tracking shot align with the description. Some finer details such as explicit surface scratches on the armor and the precise cadence of the horse are not fully verifiable from static frames, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and interaction between rider and horse, with coherent lighting and environmental effects. However, there are minor inconsistencies in motion dynamics and surface interactions that prevent a higher score; overall the depiction remains believable but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.421875,
+ "MQ": 3.109375,
+ "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 subsequent low-angle, dynamic tracking shot featuring a lone knight atop a majestic black warhorse galloping across endless golden grasslands. The knight wears weathered steel plate armor with a full-face helmet obscuring his face, and a tattered crimson cape billows behind him. The steed is a powerful, muscular beast with glistening black fur, striking the ground with a rhythmic cadence as dust flies around them under a dramatic orange-red sunset.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially during fast movement. The warm orange-golden lighting is consistent with the sunset and contributes to atmosphere, though it does not compensate for the lack of sharpness. The sequence remains coherent and stable, with no major distortions or abrupt changes, but the overall clarity is not high.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a lone knight on a dark horse, galloping across golden grasslands, wearing armor and a helmet, with a cape visible behind. The sunset lighting and the dynamic tracking shot align with the description. Some finer details such as explicit surface scratches on the armor and the precise cadence of the horse are not fully verifiable from static frames, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and interaction between rider and horse, with coherent lighting and environmental effects. However, there are minor inconsistencies in motion dynamics and surface interactions that prevent a higher score; overall the depiction remains believable but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "subsequent low-angle, dynamic tracking shot captures a lone knight atop a majestic black warhorse, galloping across endless golden grasslands. The knight, clad in weathered steel plate armor, its surface covered in tiny scratches and battle scars, wears a full-face helmet that obscures his face, and a tattered crimson cape billows violently behind him at high speed. His steed, a powerfully muscled beast, its pure black fur glistening in the sunset, strikes the ground with a powerful, rhythmic cadence, each landing sending a swift and powerful kick of dry earth. In the background, a massive, orange-red sunset slowly sinks into the distant horizon, its final rays tinting the world with a warm orange-gold hue, lengthening the lone shadows of knight and horse across the grassland. This golden backlight sharply outlines the hard contours of the knight and the horse, and the dust stirred up by the horse's hooves is illuminated in the light, forming a golden mist flying around them. The whole picture is full of epic grandeur, speed and heroic loneliness.",
+ "seed": 11779,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_2/index_6912_seed_11779_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 3.921875,
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+ "video_score2_overall": 9.875,
+ "avg": 9.859375,
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+ {
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+ "question": "subsequent low-angle, dynamic tracking shot captures a lone knight atop a majestic black warhorse, galloping across endless golden grasslands. The knight, clad in weathered steel plate armor, its surface covered in tiny scratches and battle scars, wears a full-face helmet that obscures his face, and a tattered crimson cape billows violently behind him at high speed. His steed, a powerfully muscled beast, its pure black fur glistening in the sunset, strikes the ground with a powerful, rhythmic cadence, each landing sending a swift and powerful kick of dry earth. In the background, a massive, orange-red sunset slowly sinks into the distant horizon, its final rays tinting the world with a warm orange-gold hue, lengthening the lone shadows of knight and horse across the grassland. This golden backlight sharply outlines the hard contours of the knight and the horse, and the dust stirred up by the horse's hooves is illuminated in the light, forming a golden mist flying around them. The whole picture is full of epic grandeur, speed and heroic loneliness.",
+ "token_credit_reward": 9.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a subsequent low-angle, dynamic tracking shot featuring a lone knight atop a majestic black warhorse galloping across endless golden grasslands. The knight wears weathered steel plate armor with visible scratches and a full-face helmet obscuring the face. A tattered crimson cape billows behind him as he moves. The horse is described as powerful and muscular, with dark fur glistening in the sunset, striking the ground with a rhythmic cadence that kicks up dry earth. In the background, a massive orange-red sunset slowly sinks toward the horizon, tinting the world in warm orange-gold hues and lengthening the shadows of knight and horse across the grassland. The scene aims for epic grandeur, speed, and heroic loneliness.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable motion blur during fast gallop, which reduces sharpness in key moments. The warm sunset lighting remains consistent and contributes to atmosphere, and there are no major distortions or artifacts. The sequence maintains coherent color grading and composition, though some frames lack fine detail due to blur. In sum, the visuals convey the intended mood but do not reach high-fidelity clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a lone knight on a black warhorse, galloping across golden grasslands, wearing armor and a helmet, with a crimson cape, under dramatic sunset lighting. The low-angle tracking shot and the sense of speed are well captured. Some finer-grained details such as explicit surface scratches on the armor or the precise cadence of the horse’s steps are not always clearly resolved due to motion blur, but these do not significantly detract from the overall alignment. The scene successfully communicates epic grandeur and heroic isolation.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dynamics of horse and rider are generally plausible, with believable motion and interaction with the terrain. However, occasional minor inconsistencies appear in limb articulation timing and dust behavior, and some environmental interactions could be more tightly integrated with lighting and wind cues. These small issues prevent a higher score, but the overall physical realism 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": 2.890625,
+ "TA": 3.921875,
+ "MQ": 3.046875,
+ "Overall": 9.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a subsequent low-angle, dynamic tracking shot featuring a lone knight atop a majestic black warhorse galloping across endless golden grasslands. The knight wears weathered steel plate armor with visible scratches and a full-face helmet obscuring the face. A tattered crimson cape billows behind him as he moves. The horse is described as powerful and muscular, with dark fur glistening in the sunset, striking the ground with a rhythmic cadence that kicks up dry earth. In the background, a massive orange-red sunset slowly sinks toward the horizon, tinting the world in warm orange-gold hues and lengthening the shadows of knight and horse across the grassland. The scene aims for epic grandeur, speed, and heroic loneliness.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable motion blur during fast gallop, which reduces sharpness in key moments. The warm sunset lighting remains consistent and contributes to atmosphere, and there are no major distortions or artifacts. The sequence maintains coherent color grading and composition, though some frames lack fine detail due to blur. In sum, the visuals convey the intended mood but do not reach high-fidelity clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a lone knight on a black warhorse, galloping across golden grasslands, wearing armor and a helmet, with a crimson cape, under dramatic sunset lighting. The low-angle tracking shot and the sense of speed are well captured. Some finer-grained details such as explicit surface scratches on the armor or the precise cadence of the horse’s steps are not always clearly resolved due to motion blur, but these do not significantly detract from the overall alignment. The scene successfully communicates epic grandeur and heroic isolation.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dynamics of horse and rider are generally plausible, with believable motion and interaction with the terrain. However, occasional minor inconsistencies appear in limb articulation timing and dust behavior, and some environmental interactions could be more tightly integrated with lighting and wind cues. These small issues prevent a higher score, but the overall physical realism remains acceptable.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "subsequent low-angle, dynamic tracking shot captures a lone knight atop a majestic black warhorse, galloping across endless golden grasslands. The knight, clad in weathered steel plate armor, its surface covered in tiny scratches and battle scars, wears a full-face helmet that obscures his face, and a tattered crimson cape billows violently behind him at high speed. His steed, a powerfully muscled beast, its pure black fur glistening in the sunset, strikes the ground with a powerful, rhythmic cadence, each landing sending a swift and powerful kick of dry earth. In the background, a massive, orange-red sunset slowly sinks into the distant horizon, its final rays tinting the world with a warm orange-gold hue, lengthening the lone shadows of knight and horse across the grassland. This golden backlight sharply outlines the hard contours of the knight and the horse, and the dust stirred up by the horse's hooves is illuminated in the light, forming a golden mist flying around them. The whole picture is full of epic grandeur, speed and heroic loneliness.",
+ "seed": 11780,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_2/index_6912_seed_11780_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": 2.8125,
+ "video_score2_ta": 3.515625,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.3125,
+ "avg": 9.34375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "subsequent low-angle, dynamic tracking shot captures a lone knight atop a majestic black warhorse, galloping across endless golden grasslands. The knight, clad in weathered steel plate armor, its surface covered in tiny scratches and battle scars, wears a full-face helmet that obscures his face, and a tattered crimson cape billows violently behind him at high speed. His steed, a powerfully muscled beast, its pure black fur glistening in the sunset, strikes the ground with a powerful, rhythmic cadence, each landing sending a swift and powerful kick of dry earth. In the background, a massive, orange-red sunset slowly sinks into the distant horizon, its final rays tinting the world with a warm orange-gold hue, lengthening the lone shadows of knight and horse across the grassland. This golden backlight sharply outlines the hard contours of the knight and the horse, and the dust stirred up by the horse's hooves is illuminated in the light, forming a golden mist flying around them. The whole picture is full of epic grandeur, speed and heroic loneliness.",
+ "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 scene with a lone knight atop a majestic black warhorse galloping across golden grasslands. The knight wears weathered steel plate armor with visible scratches and a full-face helmet obscuring the face, plus a tattered crimson cape that billows behind him. The horse is described as powerful and muscular, with dark fur that gleams in the sunset. The setting features a massive orange-red sunset sinking toward the horizon, with dust kicked up by the hooves and a dramatic golden backlight that outlines the figures against the grassland.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity. Motion blur is present during fast movement, and some frames exhibit softness or slight distortion, especially in later sequences. Lighting remains consistent with a warm sunset palette, and the backlit silhouette effect is effective, though it does not compensate for the underlying rendering inconsistencies. The sequence remains readable and coherent, but fine details are not consistently crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The core elements are captured: a lone rider on a dark horse, galloping across expansive grasslands, with a dramatic sunset and a visible cape. The armor texture and helmet visibility are present, and the dust and backlighting align with the description. Some finer-grained details such as explicit surface scratches on armor or exact cape dynamics may be less pronounced, but the main narrative and mood match well.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The motion and interaction between rider and horse are generally plausible, and lighting/shadows support depth. However, occasional anatomical distortions in the horse’s limbs and minor frame-to-frame inconsistencies reduce realism. The scene remains believable overall, but not perfectly physically accurate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.8125,
+ "TA": 3.515625,
+ "MQ": 3.015625,
+ "Overall": 9.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a lone knight atop a majestic black warhorse galloping across golden grasslands. The knight wears weathered steel plate armor with visible scratches and a full-face helmet obscuring the face, plus a tattered crimson cape that billows behind him. The horse is described as powerful and muscular, with dark fur that gleams in the sunset. The setting features a massive orange-red sunset sinking toward the horizon, with dust kicked up by the hooves and a dramatic golden backlight that outlines the figures against the grassland.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity. Motion blur is present during fast movement, and some frames exhibit softness or slight distortion, especially in later sequences. Lighting remains consistent with a warm sunset palette, and the backlit silhouette effect is effective, though it does not compensate for the underlying rendering inconsistencies. The sequence remains readable and coherent, but fine details are not consistently crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The core elements are captured: a lone rider on a dark horse, galloping across expansive grasslands, with a dramatic sunset and a visible cape. The armor texture and helmet visibility are present, and the dust and backlighting align with the description. Some finer-grained details such as explicit surface scratches on armor or exact cape dynamics may be less pronounced, but the main narrative and mood match well.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The motion and interaction between rider and horse are generally plausible, and lighting/shadows support depth. However, occasional anatomical distortions in the horse’s limbs and minor frame-to-frame inconsistencies reduce realism. The scene remains believable overall, but not perfectly physically accurate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_3/index_tensor([4620, 4620])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_3/index_tensor([4620, 4620])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c5611707981183a883869cfe92f5d6a3fc1f53b
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_3/index_tensor([4620, 4620])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "From a fixed, bird's-eye view, the world is constructed as a vivid 8-bit pixel art canvas, accurately recreating the visual experience described by users. The crowded Urumqi Grand Bazaar is depicted as a maze of vibrantly colored blocks. Beneath a red, yellow, and green pixelated canopy lies a dense network of stalls piled high with clusters of colorful pixels representing fruits, carpets, and handicrafts. Densely packed with pixel figures, each composed of a few simple blocks of color, they converge into a perpetual stream of colorful people, flowing steadily through narrow aisles. Against this dynamic backdrop, a central 8-bit character, wearing a small, pixelated flower hat and a striking bright blue coat, stands out from the crowd. With a unique, frame-by-frame animation rhythm, he deftly weaves through the gaps in the flow, moving purposefully in one direction. The entire scene has no complicated light and shadow, presenting a flat and uniform bright lighting. The strong color contrast and hard pixel edges together create a retro game atmosphere that is both chaotic and vibrant, like a vivid game map being calculated in real time.",
+ "seed": 26157,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_3/index_4620_seed_26157_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": 1.78125,
+ "video_score2_ta": 3.265625,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 7.96875,
+ "avg": 7.953125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "From a fixed, bird's-eye view, the world is constructed as a vivid 8-bit pixel art canvas, accurately recreating the visual experience described by users. The crowded Urumqi Grand Bazaar is depicted as a maze of vibrantly colored blocks. Beneath a red, yellow, and green pixelated canopy lies a dense network of stalls piled high with clusters of colorful pixels representing fruits, carpets, and handicrafts. Densely packed with pixel figures, each composed of a few simple blocks of color, they converge into a perpetual stream of colorful people, flowing steadily through narrow aisles. Against this dynamic backdrop, a central 8-bit character, wearing a small, pixelated flower hat and a striking bright blue coat, stands out from the crowd. With a unique, frame-by-frame animation rhythm, he deftly weaves through the gaps in the flow, moving purposefully in one direction. The entire scene has no complicated light and shadow, presenting a flat and uniform bright lighting. The strong color contrast and hard pixel edges together create a retro game atmosphere that is both chaotic and vibrant, like a vivid game map being calculated in real time.",
+ "token_credit_reward": 7.96875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes \"From a fixed, bird's-eye view, the world is constructed as a vivid 8-bit pixel art canvas, accurately recreating the visual experience described by users. The crowded Urumqi Grand Bazaar is depicted as a maze of vibrantly colored blocks. Beneath a red, yellow, and green pixelated canopy lies a dense network of stalls piled high with clusters of colorful pixels representing fruits, carpets, and handicrafts. Densely packed with pixel figures, each composed of a few simple blocks of color, they converge into a perpetual stream of colorful people, flowing steadily through narrow aisles. Against this dynamic backdrop, a central 8-bit character, wearing a small, pixelated flower hat and a striking bright blue coat, stands out from the crowd. With a unique, frame-by-frame animation rhythm, he deftly weaves through the gaps in the flow, moving purposefully in one direction. The entire scene has no complicated light and shadow, presenting a flat and uniform bright lighting. The strong color contrast and hard pixel edges together create a retro game atmosphere that is both chaotic and vibrant, like a vivid game map being calculated in real time\" \n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain a consistent 8-bit pixel-art aesthetic with clear silhouettes and vibrant colors, but there are noticeable stability issues across frames. Occasional shifts in the central character’s position and minor misalignments in background elements reduce perceived sharpness and cohesion. While the retro vibe is preserved, these inconsistencies prevent a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a fixed bird’s-eye perspective, a vivid 8-bit canvas, a red-yellow-green canopy, and a dense arrangement of stalls with colorful pixel items. The central character wearing a pixelated flower hat and bright blue coat is clearly present, and the scene conveys a bustling market atmosphere. Some nuanced details such as precise motion dynamics or exact item representations may vary slightly, but the core prompt elements are well represented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships within the stylized pixel-art framework, and the central character’s movement reads as purposeful. However, occasional frame-to-frame shifts and minor inconsistencies in object placement introduce slight deviations from strict common-sense expectations, preventing a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.78125,
+ "TA": 3.265625,
+ "MQ": 2.90625,
+ "Overall": 7.96875
+ }
+ }
+ ],
+ "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 \"From a fixed, bird's-eye view, the world is constructed as a vivid 8-bit pixel art canvas, accurately recreating the visual experience described by users. The crowded Urumqi Grand Bazaar is depicted as a maze of vibrantly colored blocks. Beneath a red, yellow, and green pixelated canopy lies a dense network of stalls piled high with clusters of colorful pixels representing fruits, carpets, and handicrafts. Densely packed with pixel figures, each composed of a few simple blocks of color, they converge into a perpetual stream of colorful people, flowing steadily through narrow aisles. Against this dynamic backdrop, a central 8-bit character, wearing a small, pixelated flower hat and a striking bright blue coat, stands out from the crowd. With a unique, frame-by-frame animation rhythm, he deftly weaves through the gaps in the flow, moving purposefully in one direction. The entire scene has no complicated light and shadow, presenting a flat and uniform bright lighting. The strong color contrast and hard pixel edges together create a retro game atmosphere that is both chaotic and vibrant, like a vivid game map being calculated in real time\" \n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain a consistent 8-bit pixel-art aesthetic with clear silhouettes and vibrant colors, but there are noticeable stability issues across frames. Occasional shifts in the central character’s position and minor misalignments in background elements reduce perceived sharpness and cohesion. While the retro vibe is preserved, these inconsistencies prevent a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a fixed bird’s-eye perspective, a vivid 8-bit canvas, a red-yellow-green canopy, and a dense arrangement of stalls with colorful pixel items. The central character wearing a pixelated flower hat and bright blue coat is clearly present, and the scene conveys a bustling market atmosphere. Some nuanced details such as precise motion dynamics or exact item representations may vary slightly, but the core prompt elements are well represented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships within the stylized pixel-art framework, and the central character’s movement reads as purposeful. However, occasional frame-to-frame shifts and minor inconsistencies in object placement introduce slight deviations from strict common-sense expectations, preventing a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 26158,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_3/index_4620_seed_26158_dp_6_rank_12_sample_1_slot_1.mp4",
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+ "video_score2_ta": 3.59375,
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+ "video_score2_overall": 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 carefully.\n\nText Prompt Analysis:\nThe prompt describes \"From a fixed, bird's-eye view, the world is constructed as a vivid 8-bit pixel art canvas, accurately recreating the visual experience described by users. The crowded Urumqi Grand Bazaar is depicted as a maze of vibrantly colored blocks. Beneath a red, yellow, and green pixelated canopy lies a dense network of stalls piled high with clusters of colorful pixels representing fruits, carpets, and handicrafts. Densely packed with pixel figures, each composed of a few simple blocks of color, they converge into a perpetual stream of colorful people, flowing steadily through narrow aisles. Against this dynamic backdrop, a central 8-bit character, wearing a small, pixelated flower hat and a striking bright blue coat, stands out from the crowd. With a unique, frame-by-frame animation rhythm, he deftly weaves through the gaps in the flow, moving purposefully in one direction. The entire scene has no complicated light and shadow, presenting a flat and uniform bright lighting. The strong color contrast and hard pixel edges together create a retro game atmosphere that is both chaotic and vibrant, like a vivid game map being calculated in real time\" \n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain a consistent 8-bit pixel-art aesthetic with clear silhouettes and vibrant colors, but there are noticeable stability issues across frames. Occasional flicker and minor misalignments in character positioning reduce perceived sharpness, though the retro vibe remains intact. The pixel edges stay generally crisp and the color palette stays saturated, but the overall polish is not at the highest level due to these inconsistencies.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video faithfully renders the key elements: a fixed bird's-eye perspective, a vivid 8-bit canvas, a red-yellow-green canopy, a dense maze of stalls, and a central blue-coated character with a pixelated flower hat weaving through the crowd. The scene captures the intended chaotic yet orderly retro atmosphere, with the character's movement and spatial relationships closely matching the described dynamics. Minor deviations may exist in exact stall details or timing, but they do not significantly detract from overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The stylized pixel world maintains coherent spatial logic: the character navigates through a plausible arrangement of stalls and crowds, with interactions that feel intentional within the game-like setting. Some micro-physics and crowd dynamics are simplified, which is expected in a retro-pixel context, but there are no glaring logical contradictions.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.7421875,
+ "TA": 3.59375,
+ "MQ": 3.015625,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes \"From a fixed, bird's-eye view, the world is constructed as a vivid 8-bit pixel art canvas, accurately recreating the visual experience described by users. The crowded Urumqi Grand Bazaar is depicted as a maze of vibrantly colored blocks. Beneath a red, yellow, and green pixelated canopy lies a dense network of stalls piled high with clusters of colorful pixels representing fruits, carpets, and handicrafts. Densely packed with pixel figures, each composed of a few simple blocks of color, they converge into a perpetual stream of colorful people, flowing steadily through narrow aisles. Against this dynamic backdrop, a central 8-bit character, wearing a small, pixelated flower hat and a striking bright blue coat, stands out from the crowd. With a unique, frame-by-frame animation rhythm, he deftly weaves through the gaps in the flow, moving purposefully in one direction. The entire scene has no complicated light and shadow, presenting a flat and uniform bright lighting. The strong color contrast and hard pixel edges together create a retro game atmosphere that is both chaotic and vibrant, like a vivid game map being calculated in real time\" \n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain a consistent 8-bit pixel-art aesthetic with clear silhouettes and vibrant colors, but there are noticeable stability issues across frames. Occasional flicker and minor misalignments in character positioning reduce perceived sharpness, though the retro vibe remains intact. The pixel edges stay generally crisp and the color palette stays saturated, but the overall polish is not at the highest level due to these inconsistencies.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video faithfully renders the key elements: a fixed bird's-eye perspective, a vivid 8-bit canvas, a red-yellow-green canopy, a dense maze of stalls, and a central blue-coated character with a pixelated flower hat weaving through the crowd. The scene captures the intended chaotic yet orderly retro atmosphere, with the character's movement and spatial relationships closely matching the described dynamics. Minor deviations may exist in exact stall details or timing, but they do not significantly detract from overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The stylized pixel world maintains coherent spatial logic: the character navigates through a plausible arrangement of stalls and crowds, with interactions that feel intentional within the game-like setting. Some micro-physics and crowd dynamics are simplified, which is expected in a retro-pixel context, but there are no glaring logical contradictions.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "From a fixed, bird's-eye view, the world is constructed as a vivid 8-bit pixel art canvas, accurately recreating the visual experience described by users. The crowded Urumqi Grand Bazaar is depicted as a maze of vibrantly colored blocks. Beneath a red, yellow, and green pixelated canopy lies a dense network of stalls piled high with clusters of colorful pixels representing fruits, carpets, and handicrafts. Densely packed with pixel figures, each composed of a few simple blocks of color, they converge into a perpetual stream of colorful people, flowing steadily through narrow aisles. Against this dynamic backdrop, a central 8-bit character, wearing a small, pixelated flower hat and a striking bright blue coat, stands out from the crowd. With a unique, frame-by-frame animation rhythm, he deftly weaves through the gaps in the flow, moving purposefully in one direction. The entire scene has no complicated light and shadow, presenting a flat and uniform bright lighting. The strong color contrast and hard pixel edges together create a retro game atmosphere that is both chaotic and vibrant, like a vivid game map being calculated in real time.",
+ "seed": 26159,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_3/index_4620_seed_26159_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": 2.15625,
+ "video_score2_ta": 3.53125,
+ "video_score2_mq": 2.875,
+ "video_score2_overall": 8.5625,
+ "avg": 8.5625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "From a fixed, bird's-eye view, the world is constructed as a vivid 8-bit pixel art canvas, accurately recreating the visual experience described by users. The crowded Urumqi Grand Bazaar is depicted as a maze of vibrantly colored blocks. Beneath a red, yellow, and green pixelated canopy lies a dense network of stalls piled high with clusters of colorful pixels representing fruits, carpets, and handicrafts. Densely packed with pixel figures, each composed of a few simple blocks of color, they converge into a perpetual stream of colorful people, flowing steadily through narrow aisles. Against this dynamic backdrop, a central 8-bit character, wearing a small, pixelated flower hat and a striking bright blue coat, stands out from the crowd. With a unique, frame-by-frame animation rhythm, he deftly weaves through the gaps in the flow, moving purposefully in one direction. The entire scene has no complicated light and shadow, presenting a flat and uniform bright lighting. The strong color contrast and hard pixel edges together create a retro game atmosphere that is both chaotic and vibrant, like a vivid game map being calculated in real time.",
+ "token_credit_reward": 8.5625,
+ "selected_reward": 8.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"From a fixed, bird's-eye view, the world is constructed as a vivid 8-bit pixel art canvas...\" and outlines a detailed scene of a crowded Urumqi Grand Bazaar with a central character wearing a flower hat and bright blue coat weaving through the crowd. The video largely follows this concept, but several specifics are not perfectly realized in the execution.\n\nVisual Quality Analysis:\nThe visuals are clearly 8-bit pixel art, but overall quality sits at a mid level. The resolution is adequate and colors are bright, yet there are noticeable issues that prevent a higher score: occasional blocky rendering inconsistencies, minor aliasing or edge artifacts, and some frame-to-frame instability in character positioning. The central character remains identifiable, but motion can feel slightly choppy and some background elements show slight flicker or jitter. Overall, the visuals convey the intended aesthetic but do not reach high-fidelity quality.\n\nText-to-Video Alignment Analysis:\nThe video captures the core idea of a fixed bird's-eye perspective and a bustling market with a central figure. However, several prompt details are not perfectly matched: the exact attire (a flower hat and bright blue coat) and the precise depiction of the Urumqi Grand Bazaar are not consistently represented, and some elements appear simplified or generalized. The alignment is acceptable but not exact, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic spatial logic: the central figure moves through a maze-like arrangement of stalls, with items arranged in plausible rows and depth cues. There are occasional minor inconsistencies in scale or occlusion, and some interactions feel slightly artificial due to the pixel-art rendering. These issues keep the overall physical plausibility at a mid level rather than high realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.53125,
+ "MQ": 2.875,
+ "Overall": 8.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"From a fixed, bird's-eye view, the world is constructed as a vivid 8-bit pixel art canvas...\" and outlines a detailed scene of a crowded Urumqi Grand Bazaar with a central character wearing a flower hat and bright blue coat weaving through the crowd. The video largely follows this concept, but several specifics are not perfectly realized in the execution.\n\nVisual Quality Analysis:\nThe visuals are clearly 8-bit pixel art, but overall quality sits at a mid level. The resolution is adequate and colors are bright, yet there are noticeable issues that prevent a higher score: occasional blocky rendering inconsistencies, minor aliasing or edge artifacts, and some frame-to-frame instability in character positioning. The central character remains identifiable, but motion can feel slightly choppy and some background elements show slight flicker or jitter. Overall, the visuals convey the intended aesthetic but do not reach high-fidelity quality.\n\nText-to-Video Alignment Analysis:\nThe video captures the core idea of a fixed bird's-eye perspective and a bustling market with a central figure. However, several prompt details are not perfectly matched: the exact attire (a flower hat and bright blue coat) and the precise depiction of the Urumqi Grand Bazaar are not consistently represented, and some elements appear simplified or generalized. The alignment is acceptable but not exact, reflecting a moderate level of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic spatial logic: the central figure moves through a maze-like arrangement of stalls, with items arranged in plausible rows and depth cues. There are occasional minor inconsistencies in scale or occlusion, and some interactions feel slightly artificial due to the pixel-art rendering. These issues keep the overall physical plausibility at a mid level rather than high realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 26160,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_3/index_4620_seed_26160_dp_7_rank_14_sample_3_slot_1.mp4",
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+ "video_score2_overall": 8.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes \"From a fixed, bird's-eye view, the world is constructed as a vivid 8-bit pixel art canvas, accurately recreating the visual experience described by users. The crowded Urumqi Grand Bazaar is depicted as a maze of vibrantly colored blocks. Beneath a red, yellow, and green pixelated canopy lies a dense network of stalls piled high with clusters of colorful pixels representing fruits, carpets, and handicrafts. Densely packed with pixel figures, each composed of a few simple blocks of color, they converge into a perpetual stream of colorful people, flowing steadily through narrow aisles. Against this dynamic backdrop, a central 8-bit character, wearing a small, pixelated flower hat and a striking bright blue coat, stands out from the crowd. With a unique, frame-by-frame animation rhythm, he deftly weaves through the gaps in the flow, moving purposefully in one direction. The entire scene has no complicated light and shadow, presenting a flat and uniform bright lighting. The strong color contrast and hard pixel edges together create a retro game atmosphere that is both chaotic and vibrant, like a vivid game map being calculated in real time\" \n\nVisual Quality Analysis:\nThe video adopts a clearly pixel-art aesthetic consistent with the prompt, but overall visual quality sits at a moderate level (score 3). The frames show recognizable shapes and colors, yet there are noticeable issues that prevent a higher rating: occasional blocky artifacts, minor aliasing, and some frame-to-frame inconsistencies in character positioning. The retro vibe is present, but the polish is not uniformly high across all frames.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a fixed bird's-eye perspective, a vivid 8-bit palette, a bustling bazaar with stalls and colorful items, and a central blue-clad figure with a hat weaving through the crowd. The core narrative and spatial arrangement align well with the description, though a few stylistic details may vary due to the stylized rendering.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movement and interactions follow basic game-like physics within the stylized world, with coherent spatial relationships and object interactions. However, some motions and interactions feel simplified or exaggerated, reflecting the retro game aesthetic rather than strict 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": 1.921875,
+ "TA": 3.421875,
+ "MQ": 2.953125,
+ "Overall": 8.3125
+ }
+ }
+ ],
+ "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 \"From a fixed, bird's-eye view, the world is constructed as a vivid 8-bit pixel art canvas, accurately recreating the visual experience described by users. The crowded Urumqi Grand Bazaar is depicted as a maze of vibrantly colored blocks. Beneath a red, yellow, and green pixelated canopy lies a dense network of stalls piled high with clusters of colorful pixels representing fruits, carpets, and handicrafts. Densely packed with pixel figures, each composed of a few simple blocks of color, they converge into a perpetual stream of colorful people, flowing steadily through narrow aisles. Against this dynamic backdrop, a central 8-bit character, wearing a small, pixelated flower hat and a striking bright blue coat, stands out from the crowd. With a unique, frame-by-frame animation rhythm, he deftly weaves through the gaps in the flow, moving purposefully in one direction. The entire scene has no complicated light and shadow, presenting a flat and uniform bright lighting. The strong color contrast and hard pixel edges together create a retro game atmosphere that is both chaotic and vibrant, like a vivid game map being calculated in real time\" \n\nVisual Quality Analysis:\nThe video adopts a clearly pixel-art aesthetic consistent with the prompt, but overall visual quality sits at a moderate level (score 3). The frames show recognizable shapes and colors, yet there are noticeable issues that prevent a higher rating: occasional blocky artifacts, minor aliasing, and some frame-to-frame inconsistencies in character positioning. The retro vibe is present, but the polish is not uniformly high across all frames.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a fixed bird's-eye perspective, a vivid 8-bit palette, a bustling bazaar with stalls and colorful items, and a central blue-clad figure with a hat weaving through the crowd. The core narrative and spatial arrangement align well with the description, though a few stylistic details may vary due to the stylized rendering.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movement and interactions follow basic game-like physics within the stylized world, with coherent spatial relationships and object interactions. However, some motions and interactions feel simplified or exaggerated, reflecting the retro game aesthetic rather than strict real-world physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_4/index_tensor([2081, 2081])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_4/index_tensor([2081, 2081])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..de66b3d15c959315debd9b6f2946bbc83d0b571a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_4/index_tensor([2081, 2081])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "fluid, uninterrupted long shot begins with a low-angle tracking shot, gliding smoothly and deliberately across the phosphorescent moss floor of a magical forest bathed in eternal twilight. Ancient, gnarled trees with bark like iridescent obsidian tower over an invisible canopy, their massive branches swaying rhythmically, not in sync with the wind but as if conducting a silent, grand orchestra. Their leaves, seemingly made of thin, translucent crystal, veined with liquid gold, vibrate not with a hiss but with a tangible vibration, emitting a soft, pulsating cyan and purplish-red glow that ripples through the air like visible sound waves. Below, clusters of low-growing shrubs join the ethereal chorus; their enormous, bell-shaped flowers, radiating an inner white light, pulsate in synchronized harmony, their petals gently opening and closing, releasing sparkling points of light into the gentle, luminous mist woven between the trunks. The entire scene is illuminated from within by this omnipresent bioluminescence, creating a cool, mysterious palette of deep indigos and emerald greens, casting long dancing shadows and creating a profound atmosphere of serene, otherworldly wonder as the camera continues its steady, dreamlike progress through the living symphony.",
+ "seed": 29447,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_4/index_2081_seed_29447_dp_8_rank_16_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.28125,
+ "video_score2_ta": 1.953125,
+ "video_score2_mq": 2.203125,
+ "video_score2_overall": 6.4375,
+ "avg": 6.4375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "fluid, uninterrupted long shot begins with a low-angle tracking shot, gliding smoothly and deliberately across the phosphorescent moss floor of a magical forest bathed in eternal twilight. Ancient, gnarled trees with bark like iridescent obsidian tower over an invisible canopy, their massive branches swaying rhythmically, not in sync with the wind but as if conducting a silent, grand orchestra. Their leaves, seemingly made of thin, translucent crystal, veined with liquid gold, vibrate not with a hiss but with a tangible vibration, emitting a soft, pulsating cyan and purplish-red glow that ripples through the air like visible sound waves. Below, clusters of low-growing shrubs join the ethereal chorus; their enormous, bell-shaped flowers, radiating an inner white light, pulsate in synchronized harmony, their petals gently opening and closing, releasing sparkling points of light into the gentle, luminous mist woven between the trunks. The entire scene is illuminated from within by this omnipresent bioluminescence, creating a cool, mysterious palette of deep indigos and emerald greens, casting long dancing shadows and creating a profound atmosphere of serene, otherworldly wonder as the camera continues its steady, dreamlike progress through the living symphony.",
+ "token_credit_reward": 6.4375,
+ "selected_reward": 6.4375,
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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 fluid, uninterrupted long shot beginning with a low-angle tracking shot, moving across a phosphorescent moss floor in a magical forest bathed in twilight. It envisions ancient, gnarled trees with bark like iridescent obsidian towering over an invisible canopy, massive branches swaying, leaves made of translucent crystal veined with liquid gold, and a pulsating cyan and purplish-red glow that ripples through the air. Below, clusters of low-growing shrubs with enormous bell-shaped flowers radiating inner white light should pulse in harmony, petals opening and closing, releasing sparkling points of light into a luminous mist woven between trunks. The scene should be illuminated from within by bioluminescence, yielding a cool, mysterious palette of deep indigos and emerald greens, long dancing shadows, and a serene, otherworldly mood as the camera moves steadily through the living symphony.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are dominated by heavy stylization and pronounced color grading. The imagery is consistently saturated toward blues and purples, with strong contrast and a processed look that reduces natural detail. While some elements resemble the described flora, overall clarity and realism are limited, and artifacts or smoothing are evident. The result reads as a deliberate artistic rendering rather than a faithful photographic capture, which lowers perceived visual quality.\n\nText-to-Video Alignment Assessment:\nThe video captures several core aspects of the prompt—magical forest ambiance, twilight lighting, and prominent blue/purple tones, along with a sense of movement. However, key details are underrepresented or misrepresented: the moss floor is not clearly depicted, the bark texture does not convincingly read as iridescent obsidian, and the described dynamic interactions (e.g., leaves veined with liquid gold, pulsating glow, and dancing shadows) are not convincingly realized. Overall, alignment is moderate: some elements align, but many essential specifics are missing or inadequately rendered.\n\nPhysical Consistency (Common-sense):\nThe scene embraces a surreal, dreamlike logic that intentionally departs from real-world physics. This is acceptable within a fantasy context, but it reduces conventional common-sense coherence. The combination of extreme color grading, stylized lighting, and non-physical behavior yields a low level of physical consistency.\n\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 2,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.28125,
+ "TA": 1.953125,
+ "MQ": 2.203125,
+ "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 the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a fluid, uninterrupted long shot beginning with a low-angle tracking shot, moving across a phosphorescent moss floor in a magical forest bathed in twilight. It envisions ancient, gnarled trees with bark like iridescent obsidian towering over an invisible canopy, massive branches swaying, leaves made of translucent crystal veined with liquid gold, and a pulsating cyan and purplish-red glow that ripples through the air. Below, clusters of low-growing shrubs with enormous bell-shaped flowers radiating inner white light should pulse in harmony, petals opening and closing, releasing sparkling points of light into a luminous mist woven between trunks. The scene should be illuminated from within by bioluminescence, yielding a cool, mysterious palette of deep indigos and emerald greens, long dancing shadows, and a serene, otherworldly mood as the camera moves steadily through the living symphony.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are dominated by heavy stylization and pronounced color grading. The imagery is consistently saturated toward blues and purples, with strong contrast and a processed look that reduces natural detail. While some elements resemble the described flora, overall clarity and realism are limited, and artifacts or smoothing are evident. The result reads as a deliberate artistic rendering rather than a faithful photographic capture, which lowers perceived visual quality.\n\nText-to-Video Alignment Assessment:\nThe video captures several core aspects of the prompt—magical forest ambiance, twilight lighting, and prominent blue/purple tones, along with a sense of movement. However, key details are underrepresented or misrepresented: the moss floor is not clearly depicted, the bark texture does not convincingly read as iridescent obsidian, and the described dynamic interactions (e.g., leaves veined with liquid gold, pulsating glow, and dancing shadows) are not convincingly realized. Overall, alignment is moderate: some elements align, but many essential specifics are missing or inadequately rendered.\n\nPhysical Consistency (Common-sense):\nThe scene embraces a surreal, dreamlike logic that intentionally departs from real-world physics. This is acceptable within a fantasy context, but it reduces conventional common-sense coherence. The combination of extreme color grading, stylized lighting, and non-physical behavior yields a low level of physical consistency.\n\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 29448,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_4/index_2081_seed_29448_dp_8_rank_16_sample_1_slot_1.mp4",
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+ "video_score2_ta": 3.65625,
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+ "video_score2_overall": 9.9375,
+ "avg": 9.9375,
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+ "question": "fluid, uninterrupted long shot begins with a low-angle tracking shot, gliding smoothly and deliberately across the phosphorescent moss floor of a magical forest bathed in eternal twilight. Ancient, gnarled trees with bark like iridescent obsidian tower over an invisible canopy, their massive branches swaying rhythmically, not in sync with the wind but as if conducting a silent, grand orchestra. Their leaves, seemingly made of thin, translucent crystal, veined with liquid gold, vibrate not with a hiss but with a tangible vibration, emitting a soft, pulsating cyan and purplish-red glow that ripples through the air like visible sound waves. Below, clusters of low-growing shrubs join the ethereal chorus; their enormous, bell-shaped flowers, radiating an inner white light, pulsate in synchronized harmony, their petals gently opening and closing, releasing sparkling points of light into the gentle, luminous mist woven between the trunks. The entire scene is illuminated from within by this omnipresent bioluminescence, creating a cool, mysterious palette of deep indigos and emerald greens, casting long dancing shadows and creating a profound atmosphere of serene, otherworldly wonder as the camera continues its steady, dreamlike progress through the living symphony.",
+ "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 fluid, uninterrupted long shot beginning with a low-angle tracking shot, moving across a phosphorescent moss floor in a magical forest bathed in twilight. It envisions ancient, gnarled trees with bark like iridescent obsidian towering over an invisible canopy, massive branches swaying, leaves made of translucent crystal veined with liquid gold, and a pulsating cyan and purplish-red glow that ripples through the air like visible sound waves. Below, clusters of low-growing shrubs join the ethereal chorus, with enormous bell-shaped flowers radiating inner white light pulsating in harmony, petals opening and closing, releasing sparkling points of light into the luminous mist woven between the trunks. The scene is illuminated from within by this omnipresent bioluminescence, creating a cool, mysterious palette of deep indigos and emerald greens, casting long dancing shadows and a serene, otherworldly mood as the camera continues its steady, dreamlike progress through the living symphony.\n\nVisual Quality Assessment:\nAcross the frames, the visuals present a strong stylized aesthetic with vibrant magentas, cyans, and purples. The resolution is adequate, and the color palette remains consistent throughout. There are occasional compression artifacts and mild pixelation in some areas, but these do not dominate the viewing experience. Overall, the visuals convey a cohesive artistic direction with minor technical imperfections, supporting a Visual Quality score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—magical forest ambiance, twilight lighting, and a mystical atmosphere with glowing flora. However, key dynamic aspects described in the prompt, such as continuous camera movement, wind-driven vegetation, and pulsating light interactions, are not fully realized in the static frames. The alignment is moderate, reflecting a Text-to-Video Alignment score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence: the lighting, textures, and spatial relationships feel plausible within the fantasy setting, and there are no obvious logical contradictions. Some motion cues implied by the prompt (e.g., wind sway, pulsing light) are not demonstrated in the frames, but the overall consistency remains solid, supporting a Physical/Common-sense Consistency score around 4.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical/Common-sense Consistency: 4\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 2.734375,
+ "TA": 3.65625,
+ "MQ": 3.546875,
+ "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 fluid, uninterrupted long shot beginning with a low-angle tracking shot, moving across a phosphorescent moss floor in a magical forest bathed in twilight. It envisions ancient, gnarled trees with bark like iridescent obsidian towering over an invisible canopy, massive branches swaying, leaves made of translucent crystal veined with liquid gold, and a pulsating cyan and purplish-red glow that ripples through the air like visible sound waves. Below, clusters of low-growing shrubs join the ethereal chorus, with enormous bell-shaped flowers radiating inner white light pulsating in harmony, petals opening and closing, releasing sparkling points of light into the luminous mist woven between the trunks. The scene is illuminated from within by this omnipresent bioluminescence, creating a cool, mysterious palette of deep indigos and emerald greens, casting long dancing shadows and a serene, otherworldly mood as the camera continues its steady, dreamlike progress through the living symphony.\n\nVisual Quality Assessment:\nAcross the frames, the visuals present a strong stylized aesthetic with vibrant magentas, cyans, and purples. The resolution is adequate, and the color palette remains consistent throughout. There are occasional compression artifacts and mild pixelation in some areas, but these do not dominate the viewing experience. Overall, the visuals convey a cohesive artistic direction with minor technical imperfections, supporting a Visual Quality score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—magical forest ambiance, twilight lighting, and a mystical atmosphere with glowing flora. However, key dynamic aspects described in the prompt, such as continuous camera movement, wind-driven vegetation, and pulsating light interactions, are not fully realized in the static frames. The alignment is moderate, reflecting a Text-to-Video Alignment score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence: the lighting, textures, and spatial relationships feel plausible within the fantasy setting, and there are no obvious logical contradictions. Some motion cues implied by the prompt (e.g., wind sway, pulsing light) are not demonstrated in the frames, but the overall consistency remains solid, supporting a Physical/Common-sense Consistency score around 4.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical/Common-sense Consistency: 4\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 29449,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_4/index_2081_seed_29449_dp_9_rank_18_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.015625,
+ "video_score2_ta": 2.8125,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 7.65625,
+ "avg": 7.671875,
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+ "question": "fluid, uninterrupted long shot begins with a low-angle tracking shot, gliding smoothly and deliberately across the phosphorescent moss floor of a magical forest bathed in eternal twilight. Ancient, gnarled trees with bark like iridescent obsidian tower over an invisible canopy, their massive branches swaying rhythmically, not in sync with the wind but as if conducting a silent, grand orchestra. Their leaves, seemingly made of thin, translucent crystal, veined with liquid gold, vibrate not with a hiss but with a tangible vibration, emitting a soft, pulsating cyan and purplish-red glow that ripples through the air like visible sound waves. Below, clusters of low-growing shrubs join the ethereal chorus; their enormous, bell-shaped flowers, radiating an inner white light, pulsate in synchronized harmony, their petals gently opening and closing, releasing sparkling points of light into the gentle, luminous mist woven between the trunks. The entire scene is illuminated from within by this omnipresent bioluminescence, creating a cool, mysterious palette of deep indigos and emerald greens, casting long dancing shadows and creating a profound atmosphere of serene, otherworldly wonder as the camera continues its steady, dreamlike progress through the living symphony.",
+ "token_credit_reward": 7.65625,
+ "selected_reward": 7.65625,
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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 fluid, uninterrupted long shot beginning with a low-angle tracking shot across a phosphorescent moss floor in a magical forest bathed in twilight. It envisions ancient, gnarled trees with bark like iridescent obsidian towering over an invisible canopy, massive branches swaying, leaves made of translucent crystal veined with liquid gold, and a soft, pulsating cyan and purplish-red glow that ripples through the air like visible sound waves. Below, clusters of low-growing shrubs with enormous bell-shaped flowers radiating inner white light should pulse in harmony, petals opening and closing, releasing sparkling points of light into a luminous mist woven between the trunks. The scene should be illuminated from within by this bioluminescence, yielding a cool, mysterious palette of deep indigos and emerald greens, casting long dancing shadows and creating a serene, otherworldly mood as the camera continues its steady, dreamlike progression through the living symphony.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent and maintain a consistent color palette and lighting direction. The resolution is adequate, and the glow effects are present, contributing to the ethereal atmosphere. However, there are occasional minor artifacts and slight softness in some areas, which prevent a higher-end impression. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a long-shot progression, a low-angle perspective, and a mystical forest setting with glowing flora. However, certain aspects are underrepresented or only partially realized (e.g., the precise interaction of light with the moss floor, the depth cues of the canopy, and the nuanced motion of the vegetation). The alignment is acceptable but not fully faithful to all details of the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence: lighting, shadows, and spatial relationships behave plausibly within the fantasy context, and the ethereal glow remains consistent throughout. There are no glaring logical contradictions, though some dynamic interactions could be more convincingly integrated with real-world physics given the fantastical setting.\n\nOverall assessment:\nThe video demonstrates competent technical execution with a cohesive atmosphere, but it does not fully realize the richness and specificity of the original creative vision. The evaluation aligns with a moderate level across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "VQ": 2.015625,
+ "TA": 2.8125,
+ "MQ": 2.84375,
+ "Overall": 7.65625
+ }
+ }
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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 fluid, uninterrupted long shot beginning with a low-angle tracking shot across a phosphorescent moss floor in a magical forest bathed in twilight. It envisions ancient, gnarled trees with bark like iridescent obsidian towering over an invisible canopy, massive branches swaying, leaves made of translucent crystal veined with liquid gold, and a soft, pulsating cyan and purplish-red glow that ripples through the air like visible sound waves. Below, clusters of low-growing shrubs with enormous bell-shaped flowers radiating inner white light should pulse in harmony, petals opening and closing, releasing sparkling points of light into a luminous mist woven between the trunks. The scene should be illuminated from within by this bioluminescence, yielding a cool, mysterious palette of deep indigos and emerald greens, casting long dancing shadows and creating a serene, otherworldly mood as the camera continues its steady, dreamlike progression through the living symphony.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are coherent and maintain a consistent color palette and lighting direction. The resolution is adequate, and the glow effects are present, contributing to the ethereal atmosphere. However, there are occasional minor artifacts and slight softness in some areas, which prevent a higher-end impression. Overall, the visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a long-shot progression, a low-angle perspective, and a mystical forest setting with glowing flora. However, certain aspects are underrepresented or only partially realized (e.g., the precise interaction of light with the moss floor, the depth cues of the canopy, and the nuanced motion of the vegetation). The alignment is acceptable but not fully faithful to all details of the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence: lighting, shadows, and spatial relationships behave plausibly within the fantasy context, and the ethereal glow remains consistent throughout. There are no glaring logical contradictions, though some dynamic interactions could be more convincingly integrated with real-world physics given the fantastical setting.\n\nOverall assessment:\nThe video demonstrates competent technical execution with a cohesive atmosphere, but it does not fully realize the richness and specificity of the original creative vision. The evaluation aligns with a moderate level across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 29450,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_4/index_2081_seed_29450_dp_9_rank_18_sample_3_slot_1.mp4",
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+ "token_credit_reward": 8.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a fluid, uninterrupted long shot beginning with a low-angle tracking shot, moving across a phosphorescent moss floor in a magical forest bathed in twilight. It envisions ancient, gnarled trees with bark like iridescent obsidian towering over an invisible canopy, massive branches swaying, leaves made of translucent crystal veined with liquid gold, and a pulsating cyan and purplish-red glow that ripples through the air. Below, clusters of low-growing shrubs with enormous bell-shaped flowers radiating inner white light should pulse in harmony, petals opening and closing, releasing sparkling points of light into a luminous mist woven between trunks. The scene should be illuminated from within by bioluminescence, yielding a cool, mysterious palette of deep indigos and emerald greens, long dancing shadows, and a serene, otherworldly mood as the camera moves steadily through the living symphony.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a forest setting with blue and purple tones and some pink/magenta accents. The resolution is moderate, with occasional compression artifacts and mild blur that reduce fine detail. The lighting remains consistently cool and mystical, and color contrast between dark trunks and glowing flora is present. However, sharpness and texture fidelity are limited, and some elements appear slightly artificial or processed. Overall, the visual quality is moderate rather than high.\n\nText-to-Video Alignment Assessment:\nThe video captures several core aspects of the prompt — a forest environment, a cool mystical palette, and prominent glowing flora. However, key dynamic and atmospheric elements are underrepresented: there is little evidence of the described camera movement (low-angle tracking), minimal wind-driven motion, and the ethereal mist and pulsating glow are not convincingly realized. The alignment is partial, reflecting a middle-ground fit to the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible spatial relationships and coherent lighting, with no obvious physical contradictions. Some aspects feel stylized or digitally enhanced, which slightly reduces perceived realism, but overall the composition remains internally consistent.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with room for improvement in sharpness, dynamic behavior, and atmospheric rendering.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.703125,
+ "TA": 3.140625,
+ "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 fluid, uninterrupted long shot beginning with a low-angle tracking shot, moving across a phosphorescent moss floor in a magical forest bathed in twilight. It envisions ancient, gnarled trees with bark like iridescent obsidian towering over an invisible canopy, massive branches swaying, leaves made of translucent crystal veined with liquid gold, and a pulsating cyan and purplish-red glow that ripples through the air. Below, clusters of low-growing shrubs with enormous bell-shaped flowers radiating inner white light should pulse in harmony, petals opening and closing, releasing sparkling points of light into a luminous mist woven between trunks. The scene should be illuminated from within by bioluminescence, yielding a cool, mysterious palette of deep indigos and emerald greens, long dancing shadows, and a serene, otherworldly mood as the camera moves steadily through the living symphony.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show a forest setting with blue and purple tones and some pink/magenta accents. The resolution is moderate, with occasional compression artifacts and mild blur that reduce fine detail. The lighting remains consistently cool and mystical, and color contrast between dark trunks and glowing flora is present. However, sharpness and texture fidelity are limited, and some elements appear slightly artificial or processed. Overall, the visual quality is moderate rather than high.\n\nText-to-Video Alignment Assessment:\nThe video captures several core aspects of the prompt — a forest environment, a cool mystical palette, and prominent glowing flora. However, key dynamic and atmospheric elements are underrepresented: there is little evidence of the described camera movement (low-angle tracking), minimal wind-driven motion, and the ethereal mist and pulsating glow are not convincingly realized. The alignment is partial, reflecting a middle-ground fit to the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible spatial relationships and coherent lighting, with no obvious physical contradictions. Some aspects feel stylized or digitally enhanced, which slightly reduces perceived realism, but overall the composition remains internally consistent.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with room for improvement in sharpness, dynamic behavior, and atmospheric rendering.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_5/index_tensor([6531, 6531])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_5/index_tensor([6531, 6531])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2694a35a825bc8e92e493d7124514751cb94d8b2
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_5/index_tensor([6531, 6531])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "high-definition time-lapse unfolds from a static, slightly high-angle close-up to focus on an exquisite white porcelain water dropper perched on the dark, polished mahogany surface of a traditional scholar's desk. Shaped like a small, smooth gourd, the dropper features a tiny, elegant spout and boasts a flawless, glossy glaze, reflecting its surroundings with crystal clarity. As the timelapse progresses, a single, sharp beam of sunlight from an unseen window deliberately sweeps across the scene, its color temperature shifting noticeably from the cool, pale white of morning to the intense, bright glare of midday, finally fading into the warm, golden hues of late afternoon. The shadow cast by the dropper dramatically shortens, swirls, and then stretches across the rich texture, while the shadow of the window frame floats quietly over the background elements of ink washes and still calligraphic brushstrokes. With each subtle shift in the sun's arc, the gleaming porcelain surface catches the light, creating a mesmerizing pulsation as bright, mirrored highlights illuminate and gently fade, making the inanimate object feel alive. This silent, rhythmic play of light and shadow transforms a simple scene into a profound and meditative observation of the passage of time, imbuing the image with a deep tranquility and focused calm.",
+ "seed": 9180,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_5/index_6531_seed_9180_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.328125,
+ "video_score2_ta": 2.15625,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 7.5,
+ "avg": 7.46875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "high-definition time-lapse unfolds from a static, slightly high-angle close-up to focus on an exquisite white porcelain water dropper perched on the dark, polished mahogany surface of a traditional scholar's desk. Shaped like a small, smooth gourd, the dropper features a tiny, elegant spout and boasts a flawless, glossy glaze, reflecting its surroundings with crystal clarity. As the timelapse progresses, a single, sharp beam of sunlight from an unseen window deliberately sweeps across the scene, its color temperature shifting noticeably from the cool, pale white of morning to the intense, bright glare of midday, finally fading into the warm, golden hues of late afternoon. The shadow cast by the dropper dramatically shortens, swirls, and then stretches across the rich texture, while the shadow of the window frame floats quietly over the background elements of ink washes and still calligraphic brushstrokes. With each subtle shift in the sun's arc, the gleaming porcelain surface catches the light, creating a mesmerizing pulsation as bright, mirrored highlights illuminate and gently fade, making the inanimate object feel alive. This silent, rhythmic play of light and shadow transforms a simple scene into a profound and meditative observation of the passage of time, imbuing the image with a deep tranquility and focused calm.",
+ "token_credit_reward": 7.5,
+ "selected_reward": 7.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-definition time-lapse sequence featuring a static, slightly elevated close-up of a white ceramic water dropper on a dark, polished wooden surface, with a progression of lighting that evokes a sun sweep across the scene. In practice, the video does not realize these dynamic lighting or temporal effects; the footage remains largely static with limited variation, resulting in only partial alignment with the described prompt.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show reasonable clarity and detail, but there are noticeable issues that prevent a higher rating: occasional motion blur and minor camera shake reduce sharpness, and some frames exhibit slight exposure inconsistencies. The sequence lacks the intended high-fidelity, cinematic polish and the smooth, evolving lighting that would elevate the perception of quality.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the core elements—a white ceramic object on a dark wooden surface—but it fails to deliver the key dynamic aspects: no evident time-lapse progression, minimal lighting evolution, and no visible sunbeam or window-frame shadows. The result is a partial match to the prompt, with important atmospheric and temporal cues missing.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The object maintains plausible proportions and sits stably on the surface, with reflections and shadows that are generally coherent. However, there are minor inconsistencies in lighting direction and shadow behavior across frames, which prevent a stronger sense of realism and 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": 2.328125,
+ "TA": 2.15625,
+ "MQ": 2.984375,
+ "Overall": 7.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-definition time-lapse sequence featuring a static, slightly elevated close-up of a white ceramic water dropper on a dark, polished wooden surface, with a progression of lighting that evokes a sun sweep across the scene. In practice, the video does not realize these dynamic lighting or temporal effects; the footage remains largely static with limited variation, resulting in only partial alignment with the described prompt.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show reasonable clarity and detail, but there are noticeable issues that prevent a higher rating: occasional motion blur and minor camera shake reduce sharpness, and some frames exhibit slight exposure inconsistencies. The sequence lacks the intended high-fidelity, cinematic polish and the smooth, evolving lighting that would elevate the perception of quality.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the core elements—a white ceramic object on a dark wooden surface—but it fails to deliver the key dynamic aspects: no evident time-lapse progression, minimal lighting evolution, and no visible sunbeam or window-frame shadows. The result is a partial match to the prompt, with important atmospheric and temporal cues missing.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The object maintains plausible proportions and sits stably on the surface, with reflections and shadows that are generally coherent. However, there are minor inconsistencies in lighting direction and shadow behavior across frames, which prevent a stronger sense of realism and 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": "high-definition time-lapse unfolds from a static, slightly high-angle close-up to focus on an exquisite white porcelain water dropper perched on the dark, polished mahogany surface of a traditional scholar's desk. Shaped like a small, smooth gourd, the dropper features a tiny, elegant spout and boasts a flawless, glossy glaze, reflecting its surroundings with crystal clarity. As the timelapse progresses, a single, sharp beam of sunlight from an unseen window deliberately sweeps across the scene, its color temperature shifting noticeably from the cool, pale white of morning to the intense, bright glare of midday, finally fading into the warm, golden hues of late afternoon. The shadow cast by the dropper dramatically shortens, swirls, and then stretches across the rich texture, while the shadow of the window frame floats quietly over the background elements of ink washes and still calligraphic brushstrokes. With each subtle shift in the sun's arc, the gleaming porcelain surface catches the light, creating a mesmerizing pulsation as bright, mirrored highlights illuminate and gently fade, making the inanimate object feel alive. This silent, rhythmic play of light and shadow transforms a simple scene into a profound and meditative observation of the passage of time, imbuing the image with a deep tranquility and focused calm.",
+ "seed": 9181,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_5/index_6531_seed_9181_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.609375,
+ "video_score2_ta": 2.359375,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.0,
+ "avg": 8.984375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "high-definition time-lapse unfolds from a static, slightly high-angle close-up to focus on an exquisite white porcelain water dropper perched on the dark, polished mahogany surface of a traditional scholar's desk. Shaped like a small, smooth gourd, the dropper features a tiny, elegant spout and boasts a flawless, glossy glaze, reflecting its surroundings with crystal clarity. As the timelapse progresses, a single, sharp beam of sunlight from an unseen window deliberately sweeps across the scene, its color temperature shifting noticeably from the cool, pale white of morning to the intense, bright glare of midday, finally fading into the warm, golden hues of late afternoon. The shadow cast by the dropper dramatically shortens, swirls, and then stretches across the rich texture, while the shadow of the window frame floats quietly over the background elements of ink washes and still calligraphic brushstrokes. With each subtle shift in the sun's arc, the gleaming porcelain surface catches the light, creating a mesmerizing pulsation as bright, mirrored highlights illuminate and gently fade, making the inanimate object feel alive. This silent, rhythmic play of light and shadow transforms a simple scene into a profound and meditative observation of the passage of time, imbuing the image with a deep tranquility and focused calm.",
+ "token_credit_reward": 9.0,
+ "selected_reward": 9.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a high-definition time-lapse sequence featuring a static, slightly elevated close-up of a white ceramic water dropper on a dark, polished wooden surface, with a gourd-like shape, a tiny spout, and a glossy finish that reflects surrounding light. The intended progression includes a single, sweeping sunlight beam, a gradual shift in color temperature from morning to midday to late afternoon, dramatic changes in shadow length and direction, and a mesmerizing interplay of light and reflection on the surface. In practice, the video presents a largely static shot with minimal temporal variation, and the dynamic lighting and shadow evolution described in the prompt are not realized. Overall, the alignment between the textual description and the visual execution is limited, with only a few superficial cues matching the prompt.\n\nVisual Quality Assessment:\nThe frames show decent resolution and clear rendering of the white ceramic object and the wooden surface, with consistent lighting and believable reflections. However, the sequence lacks the expected high-end cinematic polish and the pronounced lighting dynamics implied by the prompt. The result reads as competent but not exceptional in terms of visual quality, and there is little evidence of sophisticated motion or depth cues beyond basic static clarity.\n\nText-to-Video Alignment Assessment:\nThere are some superficial matches (white ceramic object, gourd-like form, glossy surface, wooden desk). Yet the core requirements of the prompt—time-lapse progression, a single sweeping sunlight beam, and a color-temperature shift from morning to midday to late afternoon—are not realized. The video remains largely static, with no visible progression of light or shadow, and the atmospheric nuances described in the prompt are absent. Overall alignment is weak.\n\nPhysical/Common-sense Consistency:\nObject placement, lighting, and material properties appear physically plausible and coherent within the scene. There are no obvious violations of common-sense physics. Nevertheless, the lack of dynamic lighting and shadow behavior reduces the perceived realism and engagement, resulting in a moderate level of physical-consistency rather than a strong one.\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": 3.609375,
+ "TA": 2.359375,
+ "MQ": 3.015625,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a high-definition time-lapse sequence featuring a static, slightly elevated close-up of a white ceramic water dropper on a dark, polished wooden surface, with a gourd-like shape, a tiny spout, and a glossy finish that reflects surrounding light. The intended progression includes a single, sweeping sunlight beam, a gradual shift in color temperature from morning to midday to late afternoon, dramatic changes in shadow length and direction, and a mesmerizing interplay of light and reflection on the surface. In practice, the video presents a largely static shot with minimal temporal variation, and the dynamic lighting and shadow evolution described in the prompt are not realized. Overall, the alignment between the textual description and the visual execution is limited, with only a few superficial cues matching the prompt.\n\nVisual Quality Assessment:\nThe frames show decent resolution and clear rendering of the white ceramic object and the wooden surface, with consistent lighting and believable reflections. However, the sequence lacks the expected high-end cinematic polish and the pronounced lighting dynamics implied by the prompt. The result reads as competent but not exceptional in terms of visual quality, and there is little evidence of sophisticated motion or depth cues beyond basic static clarity.\n\nText-to-Video Alignment Assessment:\nThere are some superficial matches (white ceramic object, gourd-like form, glossy surface, wooden desk). Yet the core requirements of the prompt—time-lapse progression, a single sweeping sunlight beam, and a color-temperature shift from morning to midday to late afternoon—are not realized. The video remains largely static, with no visible progression of light or shadow, and the atmospheric nuances described in the prompt are absent. Overall alignment is weak.\n\nPhysical/Common-sense Consistency:\nObject placement, lighting, and material properties appear physically plausible and coherent within the scene. There are no obvious violations of common-sense physics. Nevertheless, the lack of dynamic lighting and shadow behavior reduces the perceived realism and engagement, resulting in a moderate level of physical-consistency rather than a strong one.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-definition time-lapse unfolds from a static, slightly high-angle close-up to focus on an exquisite white porcelain water dropper perched on the dark, polished mahogany surface of a traditional scholar's desk. Shaped like a small, smooth gourd, the dropper features a tiny, elegant spout and boasts a flawless, glossy glaze, reflecting its surroundings with crystal clarity. As the timelapse progresses, a single, sharp beam of sunlight from an unseen window deliberately sweeps across the scene, its color temperature shifting noticeably from the cool, pale white of morning to the intense, bright glare of midday, finally fading into the warm, golden hues of late afternoon. The shadow cast by the dropper dramatically shortens, swirls, and then stretches across the rich texture, while the shadow of the window frame floats quietly over the background elements of ink washes and still calligraphic brushstrokes. With each subtle shift in the sun's arc, the gleaming porcelain surface catches the light, creating a mesmerizing pulsation as bright, mirrored highlights illuminate and gently fade, making the inanimate object feel alive. This silent, rhythmic play of light and shadow transforms a simple scene into a profound and meditative observation of the passage of time, imbuing the image with a deep tranquility and focused calm.",
+ "seed": 9182,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_5/index_6531_seed_9182_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_overall": 9.25,
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+ "question": "high-definition time-lapse unfolds from a static, slightly high-angle close-up to focus on an exquisite white porcelain water dropper perched on the dark, polished mahogany surface of a traditional scholar's desk. Shaped like a small, smooth gourd, the dropper features a tiny, elegant spout and boasts a flawless, glossy glaze, reflecting its surroundings with crystal clarity. As the timelapse progresses, a single, sharp beam of sunlight from an unseen window deliberately sweeps across the scene, its color temperature shifting noticeably from the cool, pale white of morning to the intense, bright glare of midday, finally fading into the warm, golden hues of late afternoon. The shadow cast by the dropper dramatically shortens, swirls, and then stretches across the rich texture, while the shadow of the window frame floats quietly over the background elements of ink washes and still calligraphic brushstrokes. With each subtle shift in the sun's arc, the gleaming porcelain surface catches the light, creating a mesmerizing pulsation as bright, mirrored highlights illuminate and gently fade, making the inanimate object feel alive. This silent, rhythmic play of light and shadow transforms a simple scene into a profound and meditative observation of the passage of time, imbuing the image with a deep tranquility and focused calm.",
+ "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 carefully.\n\nText Prompt Analysis:\nThe prompt describes a high-definition time-lapse sequence where a static, slightly elevated close-up reveals a white ceramic water dropper on a dark, polished wooden surface resembling a traditional scholar's desk. The dropper is depicted as smooth and gourd-shaped with a tiny spout, and a flawless, glossy glaze that reflects surrounding light. A single, sweeping beam of sunlight from an unseen window is expected to sweep across the scene, changing color temperature from cool morning to bright midday and then to warm afternoon, with the shadow of the dropper and the window frame moving in tandem. The sequence aims to transform a simple scene into a meditative observation of time, emphasizing light, shadow, and surface interaction.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the subject remains clearly visible, with consistent lighting and minimal artifacts. The depth-of-field effect separating the dropper from the background is present, and the wood grain and glossy surface are reasonably rendered. However, the overall polish and cinematic refinement described in the prompt are not fully realized; the footage reads as competent rather than highly refined. Overall Visual Quality aligns with a moderate level (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—white ceramic dropper, dark polished surface, and a slightly elevated close-up. However, key aspects of the prompt are not demonstrated: there is no evident time-lapse progression, no visible window beam or color-shift, and no dynamic shadow movement or floating window-frame shadow. The result is a partial alignment that reflects basic structural elements but misses the intended artistic and temporal transformations. Overall Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the dropper sits stably on the surface, lighting and shadows behave consistently, and material properties appear believable. There are no obvious physical contradictions. The absence of the described dynamic lighting and shadow evolution reduces the perceived realism of the intended scenario, but does not introduce clear physical inconsistencies. Overall Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.703125,
+ "TA": 2.34375,
+ "MQ": 3.171875,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "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 high-definition time-lapse sequence where a static, slightly elevated close-up reveals a white ceramic water dropper on a dark, polished wooden surface resembling a traditional scholar's desk. The dropper is depicted as smooth and gourd-shaped with a tiny spout, and a flawless, glossy glaze that reflects surrounding light. A single, sweeping beam of sunlight from an unseen window is expected to sweep across the scene, changing color temperature from cool morning to bright midday and then to warm afternoon, with the shadow of the dropper and the window frame moving in tandem. The sequence aims to transform a simple scene into a meditative observation of time, emphasizing light, shadow, and surface interaction.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the subject remains clearly visible, with consistent lighting and minimal artifacts. The depth-of-field effect separating the dropper from the background is present, and the wood grain and glossy surface are reasonably rendered. However, the overall polish and cinematic refinement described in the prompt are not fully realized; the footage reads as competent rather than highly refined. Overall Visual Quality aligns with a moderate level (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—white ceramic dropper, dark polished surface, and a slightly elevated close-up. However, key aspects of the prompt are not demonstrated: there is no evident time-lapse progression, no visible window beam or color-shift, and no dynamic shadow movement or floating window-frame shadow. The result is a partial alignment that reflects basic structural elements but misses the intended artistic and temporal transformations. Overall Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the dropper sits stably on the surface, lighting and shadows behave consistently, and material properties appear believable. There are no obvious physical contradictions. The absence of the described dynamic lighting and shadow evolution reduces the perceived realism of the intended scenario, but does not introduce clear physical inconsistencies. Overall Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-definition time-lapse unfolds from a static, slightly high-angle close-up to focus on an exquisite white porcelain water dropper perched on the dark, polished mahogany surface of a traditional scholar's desk. Shaped like a small, smooth gourd, the dropper features a tiny, elegant spout and boasts a flawless, glossy glaze, reflecting its surroundings with crystal clarity. As the timelapse progresses, a single, sharp beam of sunlight from an unseen window deliberately sweeps across the scene, its color temperature shifting noticeably from the cool, pale white of morning to the intense, bright glare of midday, finally fading into the warm, golden hues of late afternoon. The shadow cast by the dropper dramatically shortens, swirls, and then stretches across the rich texture, while the shadow of the window frame floats quietly over the background elements of ink washes and still calligraphic brushstrokes. With each subtle shift in the sun's arc, the gleaming porcelain surface catches the light, creating a mesmerizing pulsation as bright, mirrored highlights illuminate and gently fade, making the inanimate object feel alive. This silent, rhythmic play of light and shadow transforms a simple scene into a profound and meditative observation of the passage of time, imbuing the image with a deep tranquility and focused calm.",
+ "seed": 9183,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_5/index_6531_seed_9183_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": 4.03125,
+ "video_score2_ta": 2.4375,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 9.625,
+ "avg": 9.625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "high-definition time-lapse unfolds from a static, slightly high-angle close-up to focus on an exquisite white porcelain water dropper perched on the dark, polished mahogany surface of a traditional scholar's desk. Shaped like a small, smooth gourd, the dropper features a tiny, elegant spout and boasts a flawless, glossy glaze, reflecting its surroundings with crystal clarity. As the timelapse progresses, a single, sharp beam of sunlight from an unseen window deliberately sweeps across the scene, its color temperature shifting noticeably from the cool, pale white of morning to the intense, bright glare of midday, finally fading into the warm, golden hues of late afternoon. The shadow cast by the dropper dramatically shortens, swirls, and then stretches across the rich texture, while the shadow of the window frame floats quietly over the background elements of ink washes and still calligraphic brushstrokes. With each subtle shift in the sun's arc, the gleaming porcelain surface catches the light, creating a mesmerizing pulsation as bright, mirrored highlights illuminate and gently fade, making the inanimate object feel alive. This silent, rhythmic play of light and shadow transforms a simple scene into a profound and meditative observation of the passage of time, imbuing the image with a deep tranquility and focused calm.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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-definition time-lapse sequence where a static, slightly elevated close-up reveals a white ceramic water dropper on a dark, polished surface resembling a traditional scholar's desk. The dropper is depicted as a small, smooth gourd with a tiny spout, featuring a flawless, glossy glaze that reflects its surroundings with crystal clarity. The sequence is intended to show a single, sharp beam of sunlight sweeping across the scene, transitioning from cool morning light to bright midday glare and then to warm, golden late-afternoon tones. Shadows are expected to dynamically evolve, with the dropper casting a changing shadow and a window-frame shadow moving across background elements such as ink washes and calligraphic brushstrokes. The overall effect should convey a mesmerizing interplay of light and shadow, transforming the scene into a meditative observation of time's passage.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the subject remains clearly visible, with consistent lighting and minimal artifacts. The depth-of-field is used effectively, keeping the dropper sharp while the background remains softly blurred. The sequence appears stable with no obvious distortions or abrupt changes, and transitions between frames are smooth. Overall, the visual quality is competent and coherent, but it does not reach the level of high-end cinematic polish implied by the prompt.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The video presents a static close-up of a white ceramic dropper on a dark wooden surface, which matches several aspects of the description. However, key dynamic elements are missing: there is no evident time-lapse progression, no visible sunlight sweep, and no color-temperature shifts across morning, midday, and evening. The shadows do not exhibit the dramatic evolution described, and the background lacks the ink-wash and calligraphic elements that would reinforce the scholarly setting. In sum, the video captures some core motifs but fails to realize the nuanced, evolving lighting and shadow dynamics central to the original vision.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the dropper sits stably on the surface, lighting remains consistent, and reflections behave realistically. There are no obvious violations of basic physics or common-sense expectations. The absence of the described dynamic lighting and shadow choreography reduces the perceived realism of the intended artistic concept, but the fundamental physical coherence remains intact.\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": 4.03125,
+ "TA": 2.4375,
+ "MQ": 3.15625,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-definition time-lapse sequence where a static, slightly elevated close-up reveals a white ceramic water dropper on a dark, polished surface resembling a traditional scholar's desk. The dropper is depicted as a small, smooth gourd with a tiny spout, featuring a flawless, glossy glaze that reflects its surroundings with crystal clarity. The sequence is intended to show a single, sharp beam of sunlight sweeping across the scene, transitioning from cool morning light to bright midday glare and then to warm, golden late-afternoon tones. Shadows are expected to dynamically evolve, with the dropper casting a changing shadow and a window-frame shadow moving across background elements such as ink washes and calligraphic brushstrokes. The overall effect should convey a mesmerizing interplay of light and shadow, transforming the scene into a meditative observation of time's passage.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the subject remains clearly visible, with consistent lighting and minimal artifacts. The depth-of-field is used effectively, keeping the dropper sharp while the background remains softly blurred. The sequence appears stable with no obvious distortions or abrupt changes, and transitions between frames are smooth. Overall, the visual quality is competent and coherent, but it does not reach the level of high-end cinematic polish implied by the prompt.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The video presents a static close-up of a white ceramic dropper on a dark wooden surface, which matches several aspects of the description. However, key dynamic elements are missing: there is no evident time-lapse progression, no visible sunlight sweep, and no color-temperature shifts across morning, midday, and evening. The shadows do not exhibit the dramatic evolution described, and the background lacks the ink-wash and calligraphic elements that would reinforce the scholarly setting. In sum, the video captures some core motifs but fails to realize the nuanced, evolving lighting and shadow dynamics central to the original vision.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the dropper sits stably on the surface, lighting remains consistent, and reflections behave realistically. There are no obvious violations of basic physics or common-sense expectations. The absence of the described dynamic lighting and shadow choreography reduces the perceived realism of the intended artistic concept, but the fundamental physical coherence remains intact.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_6/index_tensor([3106, 3106])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_6/index_tensor([3106, 3106])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..4fc7645659dff98e2bc18836d8e9f78dde0813ea
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_6/index_tensor([3106, 3106])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "close-up, static shot, shot from a slightly upward angle, focuses on a minimalist toilet brush, placed vertically on a simple base of the same material against a pure, seamless dark gray backdrop, evoking the atmosphere of a high-end product photography studio. The brush features a slender, cylindrical handle made of matte white polymer. Its flawless, smooth surface reflects virtually no light under even, soft, diffuse lighting, while the brush head is composed of densely packed, uniformly arranged white synthetic fiber bristles. As the movement begins, a fiery, lava-like red glow quietly emanates from the very tips of the bristles, rapidly intensifying and steadily spreading upward along the length of the bristles. Captured in smooth, high-frame-rate footage, the once-sturdy white bristle structure instantly disintegrates wherever the red light passes, disintegrating inch by inch from bottom to top into countless, extremely fine black ash particles at a visible yet incredibly smooth speed. Instead of falling immediately, the embers gracefully drift and swirl on gentle currents before dissipating into the air. The entire process resembles a meticulously crafted CG special effects short film, imbued with a surreal visual beauty. The fiery red light becomes the sole dynamic source of light in the image, casting shifting, warm reflections on the matte white handle and dark background. This contrasts sharply with the initial, cool studio lighting, creating a unique atmosphere that is both tranquil and filled with devastating tension.",
+ "seed": 10061,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_6/index_3106_seed_10061_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 2.71875,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 8.625,
+ "avg": 8.59375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "close-up, static shot, shot from a slightly upward angle, focuses on a minimalist toilet brush, placed vertically on a simple base of the same material against a pure, seamless dark gray backdrop, evoking the atmosphere of a high-end product photography studio. The brush features a slender, cylindrical handle made of matte white polymer. Its flawless, smooth surface reflects virtually no light under even, soft, diffuse lighting, while the brush head is composed of densely packed, uniformly arranged white synthetic fiber bristles. As the movement begins, a fiery, lava-like red glow quietly emanates from the very tips of the bristles, rapidly intensifying and steadily spreading upward along the length of the bristles. Captured in smooth, high-frame-rate footage, the once-sturdy white bristle structure instantly disintegrates wherever the red light passes, disintegrating inch by inch from bottom to top into countless, extremely fine black ash particles at a visible yet incredibly smooth speed. Instead of falling immediately, the embers gracefully drift and swirl on gentle currents before dissipating into the air. The entire process resembles a meticulously crafted CG special effects short film, imbued with a surreal visual beauty. The fiery red light becomes the sole dynamic source of light in the image, casting shifting, warm reflections on the matte white handle and dark background. This contrasts sharply with the initial, cool studio lighting, creating a unique atmosphere that is both tranquil and filled with devastating tension.",
+ "token_credit_reward": 8.625,
+ "selected_reward": 8.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up, static shot from a slightly upward angle focusing on a minimalist toilet brush placed vertically on a simple base of the same material against a pure, seamless dark gray backdrop, with a high-end product photography studio vibe. The brush features a slender, cylindrical white matte handle and a brush head with white synthetic bristles. As the movement begins, a fiery, lava-like red glow emanates from the bristles, intensifying and spreading upward, followed by the bristles disintegrating into black ash particles that drift and dissipate. The sequence aims for smooth, high-frame-rate footage with a dramatic contrast between initial cool lighting and later warm reflections.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clarity, but there are noticeable artifacts during the transformation sequence. The brush remains clearly identifiable across frames, though some frames show mild distortion or color shifts around the bristles. The background stays consistent, and lighting transitions are present but not perfectly smooth. The sequence conveys the intended dramatic effect, but the rendering of the transformation and particle effects is not consistently clean throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: close-up, static framing from a slightly upward angle, a minimalist white brush on a simple base against a dark gray backdrop, and the transition from a pristine white bristle structure to a fiery, disintegrating scene with red glow and ash particles. The progression and composition align well with the described scenario, with only minor deviations in timing or emphasis of certain details.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The transformation follows a plausible sequence—white bristles first, then red glow, then ash particles—with a coherent progression. However, some aspects feel stylized rather than strictly physically accurate, such as the uniformity of particle dispersion and the abrupt onset of the glow, which reduces strict adherence to real-world physics. Overall, the depiction remains believable within a controlled, artistic context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 2.71875,
+ "MQ": 2.984375,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up, static shot from a slightly upward angle focusing on a minimalist toilet brush placed vertically on a simple base of the same material against a pure, seamless dark gray backdrop, with a high-end product photography studio vibe. The brush features a slender, cylindrical white matte handle and a brush head with white synthetic bristles. As the movement begins, a fiery, lava-like red glow emanates from the bristles, intensifying and spreading upward, followed by the bristles disintegrating into black ash particles that drift and dissipate. The sequence aims for smooth, high-frame-rate footage with a dramatic contrast between initial cool lighting and later warm reflections.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clarity, but there are noticeable artifacts during the transformation sequence. The brush remains clearly identifiable across frames, though some frames show mild distortion or color shifts around the bristles. The background stays consistent, and lighting transitions are present but not perfectly smooth. The sequence conveys the intended dramatic effect, but the rendering of the transformation and particle effects is not consistently clean throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: close-up, static framing from a slightly upward angle, a minimalist white brush on a simple base against a dark gray backdrop, and the transition from a pristine white bristle structure to a fiery, disintegrating scene with red glow and ash particles. The progression and composition align well with the described scenario, with only minor deviations in timing or emphasis of certain details.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The transformation follows a plausible sequence—white bristles first, then red glow, then ash particles—with a coherent progression. However, some aspects feel stylized rather than strictly physically accurate, such as the uniformity of particle dispersion and the abrupt onset of the glow, which reduces strict adherence to real-world physics. Overall, the depiction remains believable within a controlled, artistic context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up, static shot, shot from a slightly upward angle, focuses on a minimalist toilet brush, placed vertically on a simple base of the same material against a pure, seamless dark gray backdrop, evoking the atmosphere of a high-end product photography studio. The brush features a slender, cylindrical handle made of matte white polymer. Its flawless, smooth surface reflects virtually no light under even, soft, diffuse lighting, while the brush head is composed of densely packed, uniformly arranged white synthetic fiber bristles. As the movement begins, a fiery, lava-like red glow quietly emanates from the very tips of the bristles, rapidly intensifying and steadily spreading upward along the length of the bristles. Captured in smooth, high-frame-rate footage, the once-sturdy white bristle structure instantly disintegrates wherever the red light passes, disintegrating inch by inch from bottom to top into countless, extremely fine black ash particles at a visible yet incredibly smooth speed. Instead of falling immediately, the embers gracefully drift and swirl on gentle currents before dissipating into the air. The entire process resembles a meticulously crafted CG special effects short film, imbued with a surreal visual beauty. The fiery red light becomes the sole dynamic source of light in the image, casting shifting, warm reflections on the matte white handle and dark background. This contrasts sharply with the initial, cool studio lighting, creating a unique atmosphere that is both tranquil and filled with devastating tension.",
+ "seed": 10062,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_6/index_3106_seed_10062_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.0,
+ "video_score2_ta": 2.515625,
+ "video_score2_mq": 2.859375,
+ "video_score2_overall": 8.375,
+ "avg": 8.375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "close-up, static shot, shot from a slightly upward angle, focuses on a minimalist toilet brush, placed vertically on a simple base of the same material against a pure, seamless dark gray backdrop, evoking the atmosphere of a high-end product photography studio. The brush features a slender, cylindrical handle made of matte white polymer. Its flawless, smooth surface reflects virtually no light under even, soft, diffuse lighting, while the brush head is composed of densely packed, uniformly arranged white synthetic fiber bristles. As the movement begins, a fiery, lava-like red glow quietly emanates from the very tips of the bristles, rapidly intensifying and steadily spreading upward along the length of the bristles. Captured in smooth, high-frame-rate footage, the once-sturdy white bristle structure instantly disintegrates wherever the red light passes, disintegrating inch by inch from bottom to top into countless, extremely fine black ash particles at a visible yet incredibly smooth speed. Instead of falling immediately, the embers gracefully drift and swirl on gentle currents before dissipating into the air. The entire process resembles a meticulously crafted CG special effects short film, imbued with a surreal visual beauty. The fiery red light becomes the sole dynamic source of light in the image, casting shifting, warm reflections on the matte white handle and dark background. This contrasts sharply with the initial, cool studio lighting, creating a unique atmosphere that is both tranquil and filled with devastating tension.",
+ "token_credit_reward": 8.375,
+ "selected_reward": 8.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a close-up, static shot from a slightly upward angle focusing on a minimalist toilet brush placed vertically on a simple base of the same material against a pure, seamless dark gray backdrop, with a high-end product photography studio vibe. The brush features a slender, cylindrical white-polymer handle and a white bristle head; as the sequence progresses, a fiery red glow emerges from the bristles, intensifies, and spreads upward, accompanied by the disintegration of the bristles and the ascent of ash particles, culminating in a dramatic, controlled destruction.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear depiction of the brush and flames, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The motion appears reasonably smooth across the sequence, though some frames show minor blur or compression artifacts. Lighting remains generally stable, with the fire providing the primary illumination without completely overpowering other details.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a close-up, upward-angle framing; a minimalist white brush on a light base; a dark gray backdrop; and the emergence and intensification of a fiery glow from the bristles. The sequence conveys the intended dramatic transformation and the controlled destruction. A few nuanced aspects—such as the exact timing of the transition from initial glow to full intensity and the precise interaction between light and surface—are not perfectly matched, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The fire behavior and the gradual disintegration of the bristles align with plausible combustion dynamics, and the ash particles’ ascent follows expected trajectories. However, there are minor deviations in flame spread rate and particle dispersion that prevent a perfect match to real-world physics, resulting in a generally believable but not flawless depiction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0,
+ "TA": 2.515625,
+ "MQ": 2.859375,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "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 close-up, static shot from a slightly upward angle focusing on a minimalist toilet brush placed vertically on a simple base of the same material against a pure, seamless dark gray backdrop, with a high-end product photography studio vibe. The brush features a slender, cylindrical white-polymer handle and a white bristle head; as the sequence progresses, a fiery red glow emerges from the bristles, intensifies, and spreads upward, accompanied by the disintegration of the bristles and the ascent of ash particles, culminating in a dramatic, controlled destruction.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear depiction of the brush and flames, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The motion appears reasonably smooth across the sequence, though some frames show minor blur or compression artifacts. Lighting remains generally stable, with the fire providing the primary illumination without completely overpowering other details.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a close-up, upward-angle framing; a minimalist white brush on a light base; a dark gray backdrop; and the emergence and intensification of a fiery glow from the bristles. The sequence conveys the intended dramatic transformation and the controlled destruction. A few nuanced aspects—such as the exact timing of the transition from initial glow to full intensity and the precise interaction between light and surface—are not perfectly matched, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The fire behavior and the gradual disintegration of the bristles align with plausible combustion dynamics, and the ash particles’ ascent follows expected trajectories. However, there are minor deviations in flame spread rate and particle dispersion that prevent a perfect match to real-world physics, resulting in a generally believable 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": "close-up, static shot, shot from a slightly upward angle, focuses on a minimalist toilet brush, placed vertically on a simple base of the same material against a pure, seamless dark gray backdrop, evoking the atmosphere of a high-end product photography studio. The brush features a slender, cylindrical handle made of matte white polymer. Its flawless, smooth surface reflects virtually no light under even, soft, diffuse lighting, while the brush head is composed of densely packed, uniformly arranged white synthetic fiber bristles. As the movement begins, a fiery, lava-like red glow quietly emanates from the very tips of the bristles, rapidly intensifying and steadily spreading upward along the length of the bristles. Captured in smooth, high-frame-rate footage, the once-sturdy white bristle structure instantly disintegrates wherever the red light passes, disintegrating inch by inch from bottom to top into countless, extremely fine black ash particles at a visible yet incredibly smooth speed. Instead of falling immediately, the embers gracefully drift and swirl on gentle currents before dissipating into the air. The entire process resembles a meticulously crafted CG special effects short film, imbued with a surreal visual beauty. The fiery red light becomes the sole dynamic source of light in the image, casting shifting, warm reflections on the matte white handle and dark background. This contrasts sharply with the initial, cool studio lighting, creating a unique atmosphere that is both tranquil and filled with devastating tension.",
+ "seed": 10063,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_6/index_3106_seed_10063_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.625,
+ "video_score2_ta": 2.421875,
+ "video_score2_mq": 2.765625,
+ "video_score2_overall": 7.8125,
+ "avg": 7.8125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "close-up, static shot, shot from a slightly upward angle, focuses on a minimalist toilet brush, placed vertically on a simple base of the same material against a pure, seamless dark gray backdrop, evoking the atmosphere of a high-end product photography studio. The brush features a slender, cylindrical handle made of matte white polymer. Its flawless, smooth surface reflects virtually no light under even, soft, diffuse lighting, while the brush head is composed of densely packed, uniformly arranged white synthetic fiber bristles. As the movement begins, a fiery, lava-like red glow quietly emanates from the very tips of the bristles, rapidly intensifying and steadily spreading upward along the length of the bristles. Captured in smooth, high-frame-rate footage, the once-sturdy white bristle structure instantly disintegrates wherever the red light passes, disintegrating inch by inch from bottom to top into countless, extremely fine black ash particles at a visible yet incredibly smooth speed. Instead of falling immediately, the embers gracefully drift and swirl on gentle currents before dissipating into the air. The entire process resembles a meticulously crafted CG special effects short film, imbued with a surreal visual beauty. The fiery red light becomes the sole dynamic source of light in the image, casting shifting, warm reflections on the matte white handle and dark background. This contrasts sharply with the initial, cool studio lighting, creating a unique atmosphere that is both tranquil and filled with devastating tension.",
+ "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 carefully.\n\nText Prompt Analysis:\nThe prompt describes a close-up, static shot from a slightly upward angle focusing on a minimalist toilet brush with a white matte handle and white bristles, set against a dark gray backdrop. Movement begins with a fiery red glow at the bristles that intensifies and spreads, causing the bristles to disintegrate into black ash particles. The scene should convey a high-end product-photography vibe with smooth, high-frame-rate execution and a contrast between initial cool lighting and later warm reflections.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, but there are noticeable artifacts around the bristles and some color shifts during the transformation. The sequence shows mild instability in the bristles and some distortion, though not catastrophic; the background remains stable and the overall composition stays coherent. The transition from white to orange/red is present but not perfectly smooth, contributing to a mid-level visual impression rather than a pristine, high-fidelity look.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a close-up, a slightly upward angle, a minimalist white brush against a dark gray backdrop, and a fiery transformation. However, certain aspects diverge from the description: the bristles do not fully disintegrate into ash, and the color progression is more orange/red than the described black ash. The intended high-end product-photography aesthetic is only partially realized due to these deviations, resulting in a middle-ground alignment overall.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The transformation follows a plausible sequence—white bristles turn orange/red and the structure weakens—but the depiction does not fully align with real-world material behavior. The brush maintains its form longer than expected, and the final state lacks the complete breakdown into ash particles. While the progression feels controlled and stylistic, it does not fully satisfy real-world physics or 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": 2.625,
+ "TA": 2.421875,
+ "MQ": 2.765625,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "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 close-up, static shot from a slightly upward angle focusing on a minimalist toilet brush with a white matte handle and white bristles, set against a dark gray backdrop. Movement begins with a fiery red glow at the bristles that intensifies and spreads, causing the bristles to disintegrate into black ash particles. The scene should convey a high-end product-photography vibe with smooth, high-frame-rate execution and a contrast between initial cool lighting and later warm reflections.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and consistent lighting, but there are noticeable artifacts around the bristles and some color shifts during the transformation. The sequence shows mild instability in the bristles and some distortion, though not catastrophic; the background remains stable and the overall composition stays coherent. The transition from white to orange/red is present but not perfectly smooth, contributing to a mid-level visual impression rather than a pristine, high-fidelity look.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a close-up, a slightly upward angle, a minimalist white brush against a dark gray backdrop, and a fiery transformation. However, certain aspects diverge from the description: the bristles do not fully disintegrate into ash, and the color progression is more orange/red than the described black ash. The intended high-end product-photography aesthetic is only partially realized due to these deviations, resulting in a middle-ground alignment overall.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The transformation follows a plausible sequence—white bristles turn orange/red and the structure weakens—but the depiction does not fully align with real-world material behavior. The brush maintains its form longer than expected, and the final state lacks the complete breakdown into ash particles. While the progression feels controlled and stylistic, it does not fully satisfy real-world physics or common-sense expectations.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up, static shot, shot from a slightly upward angle, focuses on a minimalist toilet brush, placed vertically on a simple base of the same material against a pure, seamless dark gray backdrop, evoking the atmosphere of a high-end product photography studio. The brush features a slender, cylindrical handle made of matte white polymer. Its flawless, smooth surface reflects virtually no light under even, soft, diffuse lighting, while the brush head is composed of densely packed, uniformly arranged white synthetic fiber bristles. As the movement begins, a fiery, lava-like red glow quietly emanates from the very tips of the bristles, rapidly intensifying and steadily spreading upward along the length of the bristles. Captured in smooth, high-frame-rate footage, the once-sturdy white bristle structure instantly disintegrates wherever the red light passes, disintegrating inch by inch from bottom to top into countless, extremely fine black ash particles at a visible yet incredibly smooth speed. Instead of falling immediately, the embers gracefully drift and swirl on gentle currents before dissipating into the air. The entire process resembles a meticulously crafted CG special effects short film, imbued with a surreal visual beauty. The fiery red light becomes the sole dynamic source of light in the image, casting shifting, warm reflections on the matte white handle and dark background. This contrasts sharply with the initial, cool studio lighting, creating a unique atmosphere that is both tranquil and filled with devastating tension.",
+ "seed": 10064,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_6/index_3106_seed_10064_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 2.734375,
+ "video_score2_mq": 2.859375,
+ "video_score2_overall": 8.5,
+ "avg": 8.484375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "close-up, static shot, shot from a slightly upward angle, focuses on a minimalist toilet brush, placed vertically on a simple base of the same material against a pure, seamless dark gray backdrop, evoking the atmosphere of a high-end product photography studio. The brush features a slender, cylindrical handle made of matte white polymer. Its flawless, smooth surface reflects virtually no light under even, soft, diffuse lighting, while the brush head is composed of densely packed, uniformly arranged white synthetic fiber bristles. As the movement begins, a fiery, lava-like red glow quietly emanates from the very tips of the bristles, rapidly intensifying and steadily spreading upward along the length of the bristles. Captured in smooth, high-frame-rate footage, the once-sturdy white bristle structure instantly disintegrates wherever the red light passes, disintegrating inch by inch from bottom to top into countless, extremely fine black ash particles at a visible yet incredibly smooth speed. Instead of falling immediately, the embers gracefully drift and swirl on gentle currents before dissipating into the air. The entire process resembles a meticulously crafted CG special effects short film, imbued with a surreal visual beauty. The fiery red light becomes the sole dynamic source of light in the image, casting shifting, warm reflections on the matte white handle and dark background. This contrasts sharply with the initial, cool studio lighting, creating a unique atmosphere that is both tranquil and filled with devastating tension.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up, static shot from a slightly upward angle focusing on a minimalist toilet brush with a white matte handle and white bristles, set against a dark gray backdrop. The scene should feature a fiery red glow emanating from the bristles, intensifying and spreading upward, followed by the bristles disintegrating into black ash particles as the embers drift and dissipate. The overall aesthetic is intended to be a high-end product-photography vibe with dramatic fire effects.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clarity, with the brush clearly visible and well-lit. The sequence progresses smoothly, and the lighting remains consistent across frames. However, there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The fire effects are present but do not reach the level of polish expected for a top-tier production.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: close-up, static framing; upward angle; minimalist white brush on a light base; dark gray backdrop; and the fiery red glow that intensifies and spreads. The brush disintegration and the transition to ash particles are conveyed, though some finer details of the disintegration timing and particle behavior are not perfectly matched. The overall mood aligns with the intended high-end product-photography aesthetic with a dramatic twist.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The fire behavior follows plausible combustion patterns, with the glow intensifying and spreading upward and the bristles breaking down into ash particles. Nevertheless, there are minor deviations in the timing and dynamics of the disintegration and particle dispersion that prevent a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 2.734375,
+ "MQ": 2.859375,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up, static shot from a slightly upward angle focusing on a minimalist toilet brush with a white matte handle and white bristles, set against a dark gray backdrop. The scene should feature a fiery red glow emanating from the bristles, intensifying and spreading upward, followed by the bristles disintegrating into black ash particles as the embers drift and dissipate. The overall aesthetic is intended to be a high-end product-photography vibe with dramatic fire effects.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clarity, with the brush clearly visible and well-lit. The sequence progresses smoothly, and the lighting remains consistent across frames. However, there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The fire effects are present but do not reach the level of polish expected for a top-tier production.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: close-up, static framing; upward angle; minimalist white brush on a light base; dark gray backdrop; and the fiery red glow that intensifies and spreads. The brush disintegration and the transition to ash particles are conveyed, though some finer details of the disintegration timing and particle behavior are not perfectly matched. The overall mood aligns with the intended high-end product-photography aesthetic with a dramatic twist.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The fire behavior follows plausible combustion patterns, with the glow intensifying and spreading upward and the bristles breaking down into ash particles. Nevertheless, there are minor deviations in the timing and dynamics of the disintegration and particle dispersion that prevent a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_7/index_tensor([958, 958])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_7/index_tensor([958, 958])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2aea9e03dca4fa78c61297b60e4b2764e9f43ad7
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_7/index_tensor([958, 958])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "striking low-angle, profile tracking shot, filmed in ultra-high frame rate (slow motion), follows a dragon boat at full speed. Under the bright midday sun, a team of dragon boatmen, their muscles muscular and skin drenched with sweat and water spray, each wearing a uniform red quick-drying tank top, paddles with astonishing unison. The camera focuses on a few members mid-boat, their faces focused and determined, their teeth clenched, the muscles in their arms and backs clearly visible with every thrust. They grip the dark wooden oars tightly, and each powerful backward stroke unleashes a shower of shimmering water and white foam. In slow motion, each splashing droplet seems frozen in mid-air, glittering like a diamond in the sunlight before slowly falling to slap against the crimson boat, delicately carved with dragon scales. The background is the wide, sparkling river, and the distant shore is crowded with blurry but enthusiastic cheering crowds. The whole picture is full of intense competition, the beauty of teamwork and the moment of adrenaline rush. The main color is bright red, which forms a strong contrast with the green river water, creating a warm atmosphere full of vitality and passion.",
+ "seed": 29498,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_7/index_958_seed_29498_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": 2.546875,
+ "video_score2_ta": 3.25,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 8.9375,
+ "avg": 8.921875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "striking low-angle, profile tracking shot, filmed in ultra-high frame rate (slow motion), follows a dragon boat at full speed. Under the bright midday sun, a team of dragon boatmen, their muscles muscular and skin drenched with sweat and water spray, each wearing a uniform red quick-drying tank top, paddles with astonishing unison. The camera focuses on a few members mid-boat, their faces focused and determined, their teeth clenched, the muscles in their arms and backs clearly visible with every thrust. They grip the dark wooden oars tightly, and each powerful backward stroke unleashes a shower of shimmering water and white foam. In slow motion, each splashing droplet seems frozen in mid-air, glittering like a diamond in the sunlight before slowly falling to slap against the crimson boat, delicately carved with dragon scales. The background is the wide, sparkling river, and the distant shore is crowded with blurry but enthusiastic cheering crowds. The whole picture is full of intense competition, the beauty of teamwork and the moment of adrenaline rush. The main color is bright red, which forms a strong contrast with the green river water, creating a warm atmosphere full of vitality and passion.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
+ "frame_importance": [
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+ 0.3439171612262726,
+ 0.3382833003997803
+ ],
+ "credit_map": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a striking low-angle, profile tracking shot of a dragon boat racing under bright midday sun, with a team of dragon boatmen in uniform red quick-drying tank tops paddling with apparent unison. It emphasizes muscular paddlers, visible water spray, close framing of a few mid-boat members, and a sense of intense competition and teamwork. The scene should feature a crimson boat with dragon-scale decorations, a wide sparkling river, and a distant shore with cheering crowds, all conveying a vivid, high-energy moment.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the boat, paddlers, and water effects, with vibrant colors and generally stable lighting. However, there are occasional minor artifacts and slight inconsistencies in motion between frames that prevent a higher rating. Water dynamics and reflections are plausible, and the boat details remain discernible, though not exceptionally sharp throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle/profile tracking shot, a dragon boat with red detailing, paddlers in red uniforms, and active water spray. The scene conveys a racing context and a sense of intensity. Some aspects—such as facial expressions or precise crowd dynamics—are less clearly depicted, but the major components and the overall mood align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The paddling mechanics and water interactions appear plausible, and the boat’s movement matches expected dynamics. There are no glaring physics violations, but minor timing or motion nuances may exist that prevent a perfect match to real-world 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": 2.546875,
+ "TA": 3.25,
+ "MQ": 3.125,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a striking low-angle, profile tracking shot of a dragon boat racing under bright midday sun, with a team of dragon boatmen in uniform red quick-drying tank tops paddling with apparent unison. It emphasizes muscular paddlers, visible water spray, close framing of a few mid-boat members, and a sense of intense competition and teamwork. The scene should feature a crimson boat with dragon-scale decorations, a wide sparkling river, and a distant shore with cheering crowds, all conveying a vivid, high-energy moment.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the boat, paddlers, and water effects, with vibrant colors and generally stable lighting. However, there are occasional minor artifacts and slight inconsistencies in motion between frames that prevent a higher rating. Water dynamics and reflections are plausible, and the boat details remain discernible, though not exceptionally sharp throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle/profile tracking shot, a dragon boat with red detailing, paddlers in red uniforms, and active water spray. The scene conveys a racing context and a sense of intensity. Some aspects—such as facial expressions or precise crowd dynamics—are less clearly depicted, but the major components and the overall mood align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The paddling mechanics and water interactions appear plausible, and the boat’s movement matches expected dynamics. There are no glaring physics violations, but minor timing or motion nuances may exist that prevent a perfect match to real-world expectations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "striking low-angle, profile tracking shot, filmed in ultra-high frame rate (slow motion), follows a dragon boat at full speed. Under the bright midday sun, a team of dragon boatmen, their muscles muscular and skin drenched with sweat and water spray, each wearing a uniform red quick-drying tank top, paddles with astonishing unison. The camera focuses on a few members mid-boat, their faces focused and determined, their teeth clenched, the muscles in their arms and backs clearly visible with every thrust. They grip the dark wooden oars tightly, and each powerful backward stroke unleashes a shower of shimmering water and white foam. In slow motion, each splashing droplet seems frozen in mid-air, glittering like a diamond in the sunlight before slowly falling to slap against the crimson boat, delicately carved with dragon scales. The background is the wide, sparkling river, and the distant shore is crowded with blurry but enthusiastic cheering crowds. The whole picture is full of intense competition, the beauty of teamwork and the moment of adrenaline rush. The main color is bright red, which forms a strong contrast with the green river water, creating a warm atmosphere full of vitality and passion.",
+ "seed": 29499,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_7/index_958_seed_29499_dp_14_rank_28_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.484375,
+ "video_score2_ta": 3.328125,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 8.9375,
+ "avg": 8.921875,
+ "reward_records": [
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+ "question": "striking low-angle, profile tracking shot, filmed in ultra-high frame rate (slow motion), follows a dragon boat at full speed. Under the bright midday sun, a team of dragon boatmen, their muscles muscular and skin drenched with sweat and water spray, each wearing a uniform red quick-drying tank top, paddles with astonishing unison. The camera focuses on a few members mid-boat, their faces focused and determined, their teeth clenched, the muscles in their arms and backs clearly visible with every thrust. They grip the dark wooden oars tightly, and each powerful backward stroke unleashes a shower of shimmering water and white foam. In slow motion, each splashing droplet seems frozen in mid-air, glittering like a diamond in the sunlight before slowly falling to slap against the crimson boat, delicately carved with dragon scales. The background is the wide, sparkling river, and the distant shore is crowded with blurry but enthusiastic cheering crowds. The whole picture is full of intense competition, the beauty of teamwork and the moment of adrenaline rush. The main color is bright red, which forms a strong contrast with the green river water, creating a warm atmosphere full of vitality and passion.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a striking low-angle, profile tracking shot of a dragon boat racing at full speed under bright midday sun. It envisions a team of dragon boatmen in uniform red quick-drying tank tops, paddling with unison, with visible muscle tension, tight grip on dark wooden oars, and dramatic water spray. The scene should emphasize slow-motion dynamics, a wide river backdrop, and a distant cheering crowd, conveying intense competition and a vibrant atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, with consistent lighting and vivid colors, especially the red uniforms. However, there are noticeable compression artifacts and some motion blur that reduce sharpness, and occasional minor distortions in body proportions. Water effects exist but are not consistently rendered with high fidelity. Taken together, these factors keep the quality in the mid range rather than high-end.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle/profile tracking shot, a dragon boat with multiple paddlers in red uniforms, active paddling, and visible water spray. The setting appears to be a river with a distant crowd, and the scene conveys a sense of speed and competition. Some finer details—such as exact facial expressions or precise dragon-scale carvings—are not fully realized, but the major components and dynamics align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible rowing mechanics and water interaction, with paddlers positioned and moving in a believable manner. There are occasional minor anatomical or perspective inconsistencies and slight deviations in water spray behavior, but nothing that breaks overall realism. Overall, the dynamics feel credible without being perfectly flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.484375,
+ "TA": 3.328125,
+ "MQ": 3.109375,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a striking low-angle, profile tracking shot of a dragon boat racing at full speed under bright midday sun. It envisions a team of dragon boatmen in uniform red quick-drying tank tops, paddling with unison, with visible muscle tension, tight grip on dark wooden oars, and dramatic water spray. The scene should emphasize slow-motion dynamics, a wide river backdrop, and a distant cheering crowd, conveying intense competition and a vibrant atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, with consistent lighting and vivid colors, especially the red uniforms. However, there are noticeable compression artifacts and some motion blur that reduce sharpness, and occasional minor distortions in body proportions. Water effects exist but are not consistently rendered with high fidelity. Taken together, these factors keep the quality in the mid range rather than high-end.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle/profile tracking shot, a dragon boat with multiple paddlers in red uniforms, active paddling, and visible water spray. The setting appears to be a river with a distant crowd, and the scene conveys a sense of speed and competition. Some finer details—such as exact facial expressions or precise dragon-scale carvings—are not fully realized, but the major components and dynamics align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible rowing mechanics and water interaction, with paddlers positioned and moving in a believable manner. There are occasional minor anatomical or perspective inconsistencies and slight deviations in water spray behavior, but nothing that breaks overall realism. Overall, the dynamics feel credible without being perfectly flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "striking low-angle, profile tracking shot, filmed in ultra-high frame rate (slow motion), follows a dragon boat at full speed. Under the bright midday sun, a team of dragon boatmen, their muscles muscular and skin drenched with sweat and water spray, each wearing a uniform red quick-drying tank top, paddles with astonishing unison. The camera focuses on a few members mid-boat, their faces focused and determined, their teeth clenched, the muscles in their arms and backs clearly visible with every thrust. They grip the dark wooden oars tightly, and each powerful backward stroke unleashes a shower of shimmering water and white foam. In slow motion, each splashing droplet seems frozen in mid-air, glittering like a diamond in the sunlight before slowly falling to slap against the crimson boat, delicately carved with dragon scales. The background is the wide, sparkling river, and the distant shore is crowded with blurry but enthusiastic cheering crowds. The whole picture is full of intense competition, the beauty of teamwork and the moment of adrenaline rush. The main color is bright red, which forms a strong contrast with the green river water, creating a warm atmosphere full of vitality and passion.",
+ "seed": 29500,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_7/index_958_seed_29500_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 1.953125,
+ "video_score2_ta": 3.640625,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.5,
+ "avg": 8.515625,
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+ "question_id": "videoscore2_overall",
+ "question": "striking low-angle, profile tracking shot, filmed in ultra-high frame rate (slow motion), follows a dragon boat at full speed. Under the bright midday sun, a team of dragon boatmen, their muscles muscular and skin drenched with sweat and water spray, each wearing a uniform red quick-drying tank top, paddles with astonishing unison. The camera focuses on a few members mid-boat, their faces focused and determined, their teeth clenched, the muscles in their arms and backs clearly visible with every thrust. They grip the dark wooden oars tightly, and each powerful backward stroke unleashes a shower of shimmering water and white foam. In slow motion, each splashing droplet seems frozen in mid-air, glittering like a diamond in the sunlight before slowly falling to slap against the crimson boat, delicately carved with dragon scales. The background is the wide, sparkling river, and the distant shore is crowded with blurry but enthusiastic cheering crowds. The whole picture is full of intense competition, the beauty of teamwork and the moment of adrenaline rush. The main color is bright red, which forms a strong contrast with the green river water, creating a warm atmosphere full of vitality and passion.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a striking low-angle, profile tracking shot of a dragon boat racing under bright midday sun, with a team of dragon boatmen in uniform red quick-drying tank tops paddling with apparent unison. It emphasizes muscular paddlers, visible water spray, close-ups of faces showing focus, tight grip on dark wooden oars, and a dynamic, high-intensity racing scene with a wide river backdrop and cheering crowds. The overall intent is a vivid, high-energy depiction of teamwork and competitive spirit.\n\nVisual Quality Assessment:\nAcross the frames, there are noticeable but moderate quality issues. The resolution is adequate, yet there is some blur and mild compression artifacts that reduce sharpness. Colors appear slightly oversaturated, giving a punchier look but not fully natural. Lighting is generally consistent with outdoor conditions, though occasional exposure shifts are present. Water effects exist but are not always crisply rendered, and some edge softness is evident. Overall, the visual quality is acceptable with moderate imperfections rather than severe degradation.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—dragon boat, paddlers in red uniforms, water interaction, and a racing context. However, certain aspects are only partially realized: the exact low-angle, profile tracking shot is not consistently maintained, and the sense of ultra-high frame rate or slow-motion emphasis is not strongly conveyed. While the scene conveys a racing scenario and key visual motifs, the alignment is moderate rather than perfect.\n\nPhysical Consistency / Common-sense:\nThe scene presents plausible physical interactions: paddlers’ postures, water displacement, and boat dynamics align with real-world expectations. Some minor inconsistencies exist in timing of paddling and spray patterns, and a few environmental cues do not perfectly match a bright midday setting. Overall, the physical behavior remains believable and coherent, with no major violations of common-sense physics.\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": 1.953125,
+ "TA": 3.640625,
+ "MQ": 2.921875,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a striking low-angle, profile tracking shot of a dragon boat racing under bright midday sun, with a team of dragon boatmen in uniform red quick-drying tank tops paddling with apparent unison. It emphasizes muscular paddlers, visible water spray, close-ups of faces showing focus, tight grip on dark wooden oars, and a dynamic, high-intensity racing scene with a wide river backdrop and cheering crowds. The overall intent is a vivid, high-energy depiction of teamwork and competitive spirit.\n\nVisual Quality Assessment:\nAcross the frames, there are noticeable but moderate quality issues. The resolution is adequate, yet there is some blur and mild compression artifacts that reduce sharpness. Colors appear slightly oversaturated, giving a punchier look but not fully natural. Lighting is generally consistent with outdoor conditions, though occasional exposure shifts are present. Water effects exist but are not always crisply rendered, and some edge softness is evident. Overall, the visual quality is acceptable with moderate imperfections rather than severe degradation.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—dragon boat, paddlers in red uniforms, water interaction, and a racing context. However, certain aspects are only partially realized: the exact low-angle, profile tracking shot is not consistently maintained, and the sense of ultra-high frame rate or slow-motion emphasis is not strongly conveyed. While the scene conveys a racing scenario and key visual motifs, the alignment is moderate rather than perfect.\n\nPhysical Consistency / Common-sense:\nThe scene presents plausible physical interactions: paddlers’ postures, water displacement, and boat dynamics align with real-world expectations. Some minor inconsistencies exist in timing of paddling and spray patterns, and a few environmental cues do not perfectly match a bright midday setting. Overall, the physical behavior remains believable and coherent, with no major violations of common-sense physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "striking low-angle, profile tracking shot, filmed in ultra-high frame rate (slow motion), follows a dragon boat at full speed. Under the bright midday sun, a team of dragon boatmen, their muscles muscular and skin drenched with sweat and water spray, each wearing a uniform red quick-drying tank top, paddles with astonishing unison. The camera focuses on a few members mid-boat, their faces focused and determined, their teeth clenched, the muscles in their arms and backs clearly visible with every thrust. They grip the dark wooden oars tightly, and each powerful backward stroke unleashes a shower of shimmering water and white foam. In slow motion, each splashing droplet seems frozen in mid-air, glittering like a diamond in the sunlight before slowly falling to slap against the crimson boat, delicately carved with dragon scales. The background is the wide, sparkling river, and the distant shore is crowded with blurry but enthusiastic cheering crowds. The whole picture is full of intense competition, the beauty of teamwork and the moment of adrenaline rush. The main color is bright red, which forms a strong contrast with the green river water, creating a warm atmosphere full of vitality and passion.",
+ "seed": 29501,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_7/index_958_seed_29501_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.421875,
+ "video_score2_ta": 3.6875,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.25,
+ "avg": 9.203125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "striking low-angle, profile tracking shot, filmed in ultra-high frame rate (slow motion), follows a dragon boat at full speed. Under the bright midday sun, a team of dragon boatmen, their muscles muscular and skin drenched with sweat and water spray, each wearing a uniform red quick-drying tank top, paddles with astonishing unison. The camera focuses on a few members mid-boat, their faces focused and determined, their teeth clenched, the muscles in their arms and backs clearly visible with every thrust. They grip the dark wooden oars tightly, and each powerful backward stroke unleashes a shower of shimmering water and white foam. In slow motion, each splashing droplet seems frozen in mid-air, glittering like a diamond in the sunlight before slowly falling to slap against the crimson boat, delicately carved with dragon scales. The background is the wide, sparkling river, and the distant shore is crowded with blurry but enthusiastic cheering crowds. The whole picture is full of intense competition, the beauty of teamwork and the moment of adrenaline rush. The main color is bright red, which forms a strong contrast with the green river water, creating a warm atmosphere full of vitality and passion.",
+ "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 striking low-angle, profile tracking shot of a dragon boat racing under bright midday sun. It envisions a team of dragon boatmen in uniform red quick-drying tank tops paddling with unison, with close-ups of a few mid-boat members, visible facial focus, and a sense of intense competition. The scene should include a wide, sparkling river, a distant shore with cheering crowds, and a vivid color palette dominated by bright red contrasting with green water.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color saturation, with the red uniforms standing out and water effects present. However, there are noticeable issues that temper the quality: occasional motion blur during fast action, some compression artifacts, and minor inconsistencies in sharpness across frames. Lighting remains generally bright and consistent, but a few frames exhibit slight exposure variation. In sum, the visuals convey the scene adequately but do not reach high-end fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: dragon boat, multiple paddlers in red uniforms, a low-angle tracking perspective, bright lighting, and visible water spray. The slow-motion feel is suggested by pacing, though exact frame-rate cannot be confirmed from stills. Some aspects—such as a more pronounced emphasis on facial expressions or precise synchronization—are present but not exhaustively detailed due to framing. Overall, the video aligns well with the prompt, with only minor deviations.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The paddling posture and water interactions appear plausible, and the boat’s movement matches expected dynamics. However, there are subtle inconsistencies in limb positioning and timing that prevent a higher level of believability. The scene remains coherent and credible, but not perfectly natural in every frame.\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": 2.421875,
+ "TA": 3.6875,
+ "MQ": 3.09375,
+ "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 striking low-angle, profile tracking shot of a dragon boat racing under bright midday sun. It envisions a team of dragon boatmen in uniform red quick-drying tank tops paddling with unison, with close-ups of a few mid-boat members, visible facial focus, and a sense of intense competition. The scene should include a wide, sparkling river, a distant shore with cheering crowds, and a vivid color palette dominated by bright red contrasting with green water.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and color saturation, with the red uniforms standing out and water effects present. However, there are noticeable issues that temper the quality: occasional motion blur during fast action, some compression artifacts, and minor inconsistencies in sharpness across frames. Lighting remains generally bright and consistent, but a few frames exhibit slight exposure variation. In sum, the visuals convey the scene adequately but do not reach high-end fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: dragon boat, multiple paddlers in red uniforms, a low-angle tracking perspective, bright lighting, and visible water spray. The slow-motion feel is suggested by pacing, though exact frame-rate cannot be confirmed from stills. Some aspects—such as a more pronounced emphasis on facial expressions or precise synchronization—are present but not exhaustively detailed due to framing. Overall, the video aligns well with the prompt, with only minor deviations.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The paddling posture and water interactions appear plausible, and the boat’s movement matches expected dynamics. However, there are subtle inconsistencies in limb positioning and timing that prevent a higher level of believability. The scene remains coherent and credible, but not perfectly natural in every frame.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_8/index_tensor([3340, 3340])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_8/index_tensor([3340, 3340])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c77f54a6a41c1d943a2d0ef7c5e4f124ef8effde
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_8/index_tensor([3340, 3340])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 13173,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_8/index_3340_seed_13173_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.328125,
+ "video_score2_ta": 2.65625,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 7.96875,
+ "avg": 7.953125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, slightly high-angle wide-angle shot captures a high-definition time-lapse of a dense swarm of Uca tullbergi crabs on a vast expanse of damp, dark sand, the entire scene rendered with the stark, authentic quality of photojournalism. As the timelapse progresses, the tide recedes away from the shore through a glassy, smooth sheet of sand, revealing a shimmering, rippled sand texture. In accelerated motion, the swarm transforms into a frenzied hive of activity; individual crabs, defined with incredible clarity, dash past one another. The males' large, vibrant orange-red claws contrast strikingly with their smaller feeding claws and dark, speckled carapaces, which they rhythmically wave in what appears to be territorial displays. Some crabs burrow purposefully into the damp sand, while others surface, their collective behavior captured as a dynamic living system. The scene is illuminated by bright, diffuse daylight from a cloudy sky, casting soft, minimal shadows and highlighting the moisture on every surface, creating a mesmerizing and scientifically accurate spectacle of natural life in motion.",
+ "token_credit_reward": 7.96875,
+ "selected_reward": 7.96875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly high-angle wide-angle shot capturing a high-definition time-lapse of a dense swarm of Uca tullbergi crabs on damp, dark sand, with a glassy, smooth sheet of sand revealing shimmering textures. It envisions accelerated motion as the swarm transforms into a frenzied hive, with clearly defined individual crabs, bright diffuse daylight, and a scientifically accurate depiction of natural life in motion.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur and some loss of fine detail, especially in the background. The crabs themselves are identifiable, yet sharpness varies across frames and there is occasional motion blur that reduces crispness. The lighting remains consistent with bright, diffuse daylight, and color saturation is reasonable, though not exceptional. The sequence conveys movement, but the overall clarity does not reach high-definition standards.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents a wide-angle view of multiple crabs on damp sand under bright daylight, which aligns with several elements of the description. However, key aspects such as a true time-lapse progression, a glassy, smooth sheet of sand, and a clearly defined transformation into a frenzied hive are not convincingly realized. While the scene captures the general setting and subject matter, it does not fully embody the dynamic, high-motion transformation described in the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The crabs’ anatomy and typical beach behavior appear plausible, and the environment (damp sand, bright daylight) is believable. Yet the absence of a convincing water-tide interaction and the lack of a pronounced behavioral transition reduce the perceived realism of the scene. Overall, the depiction is plausible but not strongly convincing in terms of dynamic physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.328125,
+ "TA": 2.65625,
+ "MQ": 2.96875,
+ "Overall": 7.96875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly high-angle wide-angle shot capturing a high-definition time-lapse of a dense swarm of Uca tullbergi crabs on damp, dark sand, with a glassy, smooth sheet of sand revealing shimmering textures. It envisions accelerated motion as the swarm transforms into a frenzied hive, with clearly defined individual crabs, bright diffuse daylight, and a scientifically accurate depiction of natural life in motion.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur and some loss of fine detail, especially in the background. The crabs themselves are identifiable, yet sharpness varies across frames and there is occasional motion blur that reduces crispness. The lighting remains consistent with bright, diffuse daylight, and color saturation is reasonable, though not exceptional. The sequence conveys movement, but the overall clarity does not reach high-definition standards.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents a wide-angle view of multiple crabs on damp sand under bright daylight, which aligns with several elements of the description. However, key aspects such as a true time-lapse progression, a glassy, smooth sheet of sand, and a clearly defined transformation into a frenzied hive are not convincingly realized. While the scene captures the general setting and subject matter, it does not fully embody the dynamic, high-motion transformation described in the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The crabs’ anatomy and typical beach behavior appear plausible, and the environment (damp sand, bright daylight) is believable. Yet the absence of a convincing water-tide interaction and the lack of a pronounced behavioral transition reduce the perceived realism of the scene. Overall, the depiction is plausible but not strongly convincing in terms of dynamic physical realism.\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 wide-angle shot captures a high-definition time-lapse of a dense swarm of Uca tullbergi crabs on a vast expanse of damp, dark sand, the entire scene rendered with the stark, authentic quality of photojournalism. As the timelapse progresses, the tide recedes away from the shore through a glassy, smooth sheet of sand, revealing a shimmering, rippled sand texture. In accelerated motion, the swarm transforms into a frenzied hive of activity; individual crabs, defined with incredible clarity, dash past one another. The males' large, vibrant orange-red claws contrast strikingly with their smaller feeding claws and dark, speckled carapaces, which they rhythmically wave in what appears to be territorial displays. Some crabs burrow purposefully into the damp sand, while others surface, their collective behavior captured as a dynamic living system. The scene is illuminated by bright, diffuse daylight from a cloudy sky, casting soft, minimal shadows and highlighting the moisture on every surface, creating a mesmerizing and scientifically accurate spectacle of natural life in motion.",
+ "seed": 13174,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_8/index_3340_seed_13174_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.640625,
+ "video_score2_ta": 2.359375,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 8.0625,
+ "avg": 8.0625,
+ "reward_records": [
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly high-angle wide-angle shot capturing a high-definition time-lapse of a dense swarm of Uca tullbergi crabs on a vast expanse of damp, dark sand, with a glassy, smooth sheet of sand revealing shimmering, rippled textures. It envisions accelerated motion as the swarm transforms into a frenzied hive, with clearly defined individual crabs, bright diffuse daylight, and a scientifically accurate depiction of natural life in motion.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur and some loss of fine detail, especially in the background. The crabs are identifiable, yet sharpness and texture are not consistently high across all frames. The lighting remains natural and diffuse, and there are no obvious distortions or artifacts that would severely degrade perception. The sequence conveys a plausible beach scene, but the overall clarity does not reach high-definition standards.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents a beach setting with multiple crabs and a damp-sand environment, aligning with several elements of the description. However, key aspects such as a true wide-angle perspective, a clearly visible glassy sheet of sand, and pronounced, dynamic movement are not convincingly realized. The result captures the general theme but lacks full fidelity to the detailed prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible crab anatomy and natural interactions within a beach context, with lighting and environmental cues supporting realism. Some aspects—such as the exact dynamics of sand interaction and the precise timing of movements—are not fully convincing, leaving room for improvement in realism without breaking overall plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
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+ "soft_scores": {
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+ "MQ": 3.0625,
+ "Overall": 8.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly high-angle wide-angle shot capturing a high-definition time-lapse of a dense swarm of Uca tullbergi crabs on a vast expanse of damp, dark sand, with a glassy, smooth sheet of sand revealing shimmering, rippled textures. It envisions accelerated motion as the swarm transforms into a frenzied hive, with clearly defined individual crabs, bright diffuse daylight, and a scientifically accurate depiction of natural life in motion.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur and some loss of fine detail, especially in the background. The crabs are identifiable, yet sharpness and texture are not consistently high across all frames. The lighting remains natural and diffuse, and there are no obvious distortions or artifacts that would severely degrade perception. The sequence conveys a plausible beach scene, but the overall clarity does not reach high-definition standards.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents a beach setting with multiple crabs and a damp-sand environment, aligning with several elements of the description. However, key aspects such as a true wide-angle perspective, a clearly visible glassy sheet of sand, and pronounced, dynamic movement are not convincingly realized. The result captures the general theme but lacks full fidelity to the detailed prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible crab anatomy and natural interactions within a beach context, with lighting and environmental cues supporting realism. Some aspects—such as the exact dynamics of sand interaction and the precise timing of movements—are not fully convincing, leaving room for improvement in realism without breaking overall plausibility.\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": 13175,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_8/index_3340_seed_13175_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.28125,
+ "video_score2_ta": 2.515625,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 7.875,
+ "avg": 7.875,
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+ "question": "static, slightly high-angle wide-angle shot captures a high-definition time-lapse of a dense swarm of Uca tullbergi crabs on a vast expanse of damp, dark sand, the entire scene rendered with the stark, authentic quality of photojournalism. As the timelapse progresses, the tide recedes away from the shore through a glassy, smooth sheet of sand, revealing a shimmering, rippled sand texture. In accelerated motion, the swarm transforms into a frenzied hive of activity; individual crabs, defined with incredible clarity, dash past one another. The males' large, vibrant orange-red claws contrast strikingly with their smaller feeding claws and dark, speckled carapaces, which they rhythmically wave in what appears to be territorial displays. Some crabs burrow purposefully into the damp sand, while others surface, their collective behavior captured as a dynamic living system. The scene is illuminated by bright, diffuse daylight from a cloudy sky, casting soft, minimal shadows and highlighting the moisture on every surface, creating a mesmerizing and scientifically accurate spectacle of natural life in motion.",
+ "token_credit_reward": 7.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly high-angle wide-angle shot capturing a high-definition time-lapse of a dense swarm of Uca tullbergi crabs on a vast expanse of damp, dark sand, with a glassy, smooth sheet of sand revealing shimmering, rippled textures. It envisions accelerated motion as the swarm transforms into a frenzied hive, with clearly defined individual crabs, bright diffuse daylight from a cloudy sky, and a mesmerizing display of natural life in motion.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show crabs on wet sand with some background blur and mild softness, but the subjects remain identifiable. There is no severe distortion or obvious artifacts, and lighting is generally consistent across frames. The resolution is adequate though not exceptionally sharp, and minor motion blur is present without dominating the image. The sequence remains coherent, with no major visual breaks.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents crabs on damp sand under daylight, matching several elements of the description. However, key aspects such as a true wide-angle perspective, a dense swarm, and a pronounced transformation into a frenzied hive are not convincingly realized. The progression toward increasing activity is only subtly suggested rather than clearly demonstrated, resulting in partial alignment with the intended narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The observed crab movements and interactions appear plausible within a beach setting, with natural postures and behaviors that align with expected ecological dynamics. No glaring inconsistencies are evident, though the overall depiction does not strongly emphasize the more dynamic, transformative aspects described in the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.28125,
+ "TA": 2.515625,
+ "MQ": 3.078125,
+ "Overall": 7.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly high-angle wide-angle shot capturing a high-definition time-lapse of a dense swarm of Uca tullbergi crabs on a vast expanse of damp, dark sand, with a glassy, smooth sheet of sand revealing shimmering, rippled textures. It envisions accelerated motion as the swarm transforms into a frenzied hive, with clearly defined individual crabs, bright diffuse daylight from a cloudy sky, and a mesmerizing display of natural life in motion.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show crabs on wet sand with some background blur and mild softness, but the subjects remain identifiable. There is no severe distortion or obvious artifacts, and lighting is generally consistent across frames. The resolution is adequate though not exceptionally sharp, and minor motion blur is present without dominating the image. The sequence remains coherent, with no major visual breaks.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents crabs on damp sand under daylight, matching several elements of the description. However, key aspects such as a true wide-angle perspective, a dense swarm, and a pronounced transformation into a frenzied hive are not convincingly realized. The progression toward increasing activity is only subtly suggested rather than clearly demonstrated, resulting in partial alignment with the intended narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The observed crab movements and interactions appear plausible within a beach setting, with natural postures and behaviors that align with expected ecological dynamics. No glaring inconsistencies are evident, though the overall depiction does not strongly emphasize the more dynamic, transformative aspects described in the prompt.\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 wide-angle shot captures a high-definition time-lapse of a dense swarm of Uca tullbergi crabs on a vast expanse of damp, dark sand, the entire scene rendered with the stark, authentic quality of photojournalism. As the timelapse progresses, the tide recedes away from the shore through a glassy, smooth sheet of sand, revealing a shimmering, rippled sand texture. In accelerated motion, the swarm transforms into a frenzied hive of activity; individual crabs, defined with incredible clarity, dash past one another. The males' large, vibrant orange-red claws contrast strikingly with their smaller feeding claws and dark, speckled carapaces, which they rhythmically wave in what appears to be territorial displays. Some crabs burrow purposefully into the damp sand, while others surface, their collective behavior captured as a dynamic living system. The scene is illuminated by bright, diffuse daylight from a cloudy sky, casting soft, minimal shadows and highlighting the moisture on every surface, creating a mesmerizing and scientifically accurate spectacle of natural life in motion.",
+ "seed": 13176,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_8/index_3340_seed_13176_dp_17_rank_34_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.5,
+ "video_score2_ta": 2.59375,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 8.0625,
+ "avg": 8.046875,
+ "reward_records": [
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+ "credit_map_shape": [
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly high-angle wide-angle shot capturing a high-definition time-lapse of a dense swarm of Uca tullbergi crabs on a vast expanse of damp, dark sand, with a glassy, smooth sheet of sand revealing a shimmering, rippled texture. It envisions accelerated motion as the swarm transforms into a frenzied hive, with clearly defined individual crabs, bright diffuse daylight from a cloudy sky, and a mesmerizing display of natural life in motion.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur and some softness that reduces fine detail. The background exhibits a dreamy, shallow-depth-of-field look, which may be intentional or a limitation. There are occasional artifacts and mild frame-to-frame inconsistencies, yet the sequence remains coherent. Lighting is generally stable across frames, though not perfectly uniform. While not pristine, the visuals are acceptable and convey the intended scene without major distraction.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents a beach setting with multiple crabs and a wide-angle perspective, and the crabs appear to move across the sand. However, several key prompt elements are not convincingly realized: the sand reads lighter rather than damp/dark, there is no evident glassy, smooth sheet of sand or pronounced rippled texture, and the lighting does not consistently reflect bright, diffuse daylight from a cloudy sky. The overall depiction captures the general idea but misses important specifics described in the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The crabs’ movements and interactions are plausible and align with typical beach crab behavior, and the scene maintains coherent spatial relationships. Nevertheless, some environmental cues—such as the absence of a distinct glassy sand sheet and the lighting not matching bright diffuse daylight—are not fully consistent with the described scenario. Overall, the dynamics feel believable, but the environmental details do not fully align with the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.5,
+ "TA": 2.59375,
+ "MQ": 2.953125,
+ "Overall": 8.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly high-angle wide-angle shot capturing a high-definition time-lapse of a dense swarm of Uca tullbergi crabs on a vast expanse of damp, dark sand, with a glassy, smooth sheet of sand revealing a shimmering, rippled texture. It envisions accelerated motion as the swarm transforms into a frenzied hive, with clearly defined individual crabs, bright diffuse daylight from a cloudy sky, and a mesmerizing display of natural life in motion.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur and some softness that reduces fine detail. The background exhibits a dreamy, shallow-depth-of-field look, which may be intentional or a limitation. There are occasional artifacts and mild frame-to-frame inconsistencies, yet the sequence remains coherent. Lighting is generally stable across frames, though not perfectly uniform. While not pristine, the visuals are acceptable and convey the intended scene without major distraction.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents a beach setting with multiple crabs and a wide-angle perspective, and the crabs appear to move across the sand. However, several key prompt elements are not convincingly realized: the sand reads lighter rather than damp/dark, there is no evident glassy, smooth sheet of sand or pronounced rippled texture, and the lighting does not consistently reflect bright, diffuse daylight from a cloudy sky. The overall depiction captures the general idea but misses important specifics described in the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The crabs’ movements and interactions are plausible and align with typical beach crab behavior, and the scene maintains coherent spatial relationships. Nevertheless, some environmental cues—such as the absence of a distinct glassy sand sheet and the lighting not matching bright diffuse daylight—are not fully consistent with the described scenario. Overall, the dynamics feel believable, but the environmental details do not fully align with the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_9/index_tensor([4548, 4548])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_9/index_tensor([4548, 4548])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1537010169b270681da6be1505c0802b6cb8a6e2
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_9/index_tensor([4548, 4548])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium close-up shot, shot from a slightly overhead angle, closely tracks the subtle movements of a boy's head. He is about seven or eight years old, with short, shaggy dark brown hair, a few strands playfully falling across his forehead. He wears a soft, light blue and white striped long-sleeved T-shirt and is absorbed in his work. He sits before a crystal-clear glass guardrail supported by matte silver aluminum columns. Beyond the guardrail, a gentle green hill and cotton-candy clouds appear. As he ponders, the camera steadily follows his head as it tilts slightly to the left. His bright, deep eyes glance upward, revealing the concentration characteristic of deep thought. His right hand, gripping a fine-tipped black fountain pen, briefly hovers a few millimeters above the drawing paper. Then, his gaze refocuses on the paper, and with steady, fluid movements of his wrist, he traces a precise line. The entire world is bathed in a bright and evenly diffused light, presenting a picture book style with fresh color matching and almost no shadows. The main colors of the picture are composed of soft blue, white and green, creating an atmosphere of tranquility, purity and creativity.",
+ "seed": 4006,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_9/index_4548_seed_4006_dp_18_rank_36_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.359375,
+ "video_score2_ta": 3.609375,
+ "video_score2_mq": 3.75,
+ "video_score2_overall": 10.75,
+ "avg": 10.71875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium close-up shot, shot from a slightly overhead angle, closely tracks the subtle movements of a boy's head. He is about seven or eight years old, with short, shaggy dark brown hair, a few strands playfully falling across his forehead. He wears a soft, light blue and white striped long-sleeved T-shirt and is absorbed in his work. He sits before a crystal-clear glass guardrail supported by matte silver aluminum columns. Beyond the guardrail, a gentle green hill and cotton-candy clouds appear. As he ponders, the camera steadily follows his head as it tilts slightly to the left. His bright, deep eyes glance upward, revealing the concentration characteristic of deep thought. His right hand, gripping a fine-tipped black fountain pen, briefly hovers a few millimeters above the drawing paper. Then, his gaze refocuses on the paper, and with steady, fluid movements of his wrist, he traces a precise line. The entire world is bathed in a bright and evenly diffused light, presenting a picture book style with fresh color matching and almost no shadows. The main colors of the picture are composed of soft blue, white and green, creating an atmosphere of tranquility, purity and creativity.",
+ "token_credit_reward": 10.75,
+ "selected_reward": 10.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a young boy (7-8 years old) with short, shaggy dark brown hair, wearing a light blue and white striped long-sleeved T-shirt, sitting before a glass guardrail with a white railing and silver columns. Beyond the guardrail lies a gentle green hill and cotton-candy clouds. The camera tracks the boy's head as he tilts it subtly to the left, with bright, deep eyes and a contemplative expression. His right hand holds a fine-tipped black fountain pen, hovering above drawing paper while he traces lines with steady, fluid movements. The scene is bathed in bright, even light with a picture-book aesthetic and soft blues, whites, and greens.\n\nVisual Quality Assessment:\nThe visuals are clean and consistent with a polished anime/animated style. Colors are vibrant and well-saturated, and lighting remains bright and even throughout. There are no obvious artifacts or distortions, and the overall rendering appears smooth. However, the sequence shows limited motion between frames, giving a slightly static feel that reduces perceived dynamism. Overall, Visual Quality is solid but not exceptional, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nMost elements from the prompt are represented: the boy’s appearance, clothing, the glass guardrail with a white railing and silver columns, the green hill and cotton-candy clouds, the overhead-ish camera angle, and the general composition. Some nuanced details—such as the exact degree of head tilt, the precise hand positioning while hovering over the paper, and the timing of gaze shifts—are not perfectly captured, resulting in a moderate level of alignment. Overall, Text-to-Video Alignment is acceptable but not perfect, corresponding to a score of 3.\n\nPhysical Consistency (Common-sense):\nThe scene maintains coherent spatial relationships, plausible lighting, and believable interactions (the pen over the paper, the posture, and the background elements). There are minor inconsistencies in micro-motions and timing that prevent a higher score, but nothing that breaks overall plausibility. Physical Consistency is adequate, reflecting a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.359375,
+ "TA": 3.609375,
+ "MQ": 3.75,
+ "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 scene with a young boy (7-8 years old) with short, shaggy dark brown hair, wearing a light blue and white striped long-sleeved T-shirt, sitting before a glass guardrail with a white railing and silver columns. Beyond the guardrail lies a gentle green hill and cotton-candy clouds. The camera tracks the boy's head as he tilts it subtly to the left, with bright, deep eyes and a contemplative expression. His right hand holds a fine-tipped black fountain pen, hovering above drawing paper while he traces lines with steady, fluid movements. The scene is bathed in bright, even light with a picture-book aesthetic and soft blues, whites, and greens.\n\nVisual Quality Assessment:\nThe visuals are clean and consistent with a polished anime/animated style. Colors are vibrant and well-saturated, and lighting remains bright and even throughout. There are no obvious artifacts or distortions, and the overall rendering appears smooth. However, the sequence shows limited motion between frames, giving a slightly static feel that reduces perceived dynamism. Overall, Visual Quality is solid but not exceptional, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nMost elements from the prompt are represented: the boy’s appearance, clothing, the glass guardrail with a white railing and silver columns, the green hill and cotton-candy clouds, the overhead-ish camera angle, and the general composition. Some nuanced details—such as the exact degree of head tilt, the precise hand positioning while hovering over the paper, and the timing of gaze shifts—are not perfectly captured, resulting in a moderate level of alignment. Overall, Text-to-Video Alignment is acceptable but not perfect, corresponding to a score of 3.\n\nPhysical Consistency (Common-sense):\nThe scene maintains coherent spatial relationships, plausible lighting, and believable interactions (the pen over the paper, the posture, and the background elements). There are minor inconsistencies in micro-motions and timing that prevent a higher score, but nothing that breaks overall plausibility. Physical Consistency is adequate, reflecting a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium close-up shot, shot from a slightly overhead angle, closely tracks the subtle movements of a boy's head. He is about seven or eight years old, with short, shaggy dark brown hair, a few strands playfully falling across his forehead. He wears a soft, light blue and white striped long-sleeved T-shirt and is absorbed in his work. He sits before a crystal-clear glass guardrail supported by matte silver aluminum columns. Beyond the guardrail, a gentle green hill and cotton-candy clouds appear. As he ponders, the camera steadily follows his head as it tilts slightly to the left. His bright, deep eyes glance upward, revealing the concentration characteristic of deep thought. His right hand, gripping a fine-tipped black fountain pen, briefly hovers a few millimeters above the drawing paper. Then, his gaze refocuses on the paper, and with steady, fluid movements of his wrist, he traces a precise line. The entire world is bathed in a bright and evenly diffused light, presenting a picture book style with fresh color matching and almost no shadows. The main colors of the picture are composed of soft blue, white and green, creating an atmosphere of tranquility, purity and creativity.",
+ "seed": 4007,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_9/index_4548_seed_4007_dp_18_rank_36_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.390625,
+ "video_score2_ta": 3.484375,
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+ "video_score2_overall": 10.625,
+ "avg": 10.625,
+ "reward_records": [
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+ "question": "medium close-up shot, shot from a slightly overhead angle, closely tracks the subtle movements of a boy's head. He is about seven or eight years old, with short, shaggy dark brown hair, a few strands playfully falling across his forehead. He wears a soft, light blue and white striped long-sleeved T-shirt and is absorbed in his work. He sits before a crystal-clear glass guardrail supported by matte silver aluminum columns. Beyond the guardrail, a gentle green hill and cotton-candy clouds appear. As he ponders, the camera steadily follows his head as it tilts slightly to the left. His bright, deep eyes glance upward, revealing the concentration characteristic of deep thought. His right hand, gripping a fine-tipped black fountain pen, briefly hovers a few millimeters above the drawing paper. Then, his gaze refocuses on the paper, and with steady, fluid movements of his wrist, he traces a precise line. The entire world is bathed in a bright and evenly diffused light, presenting a picture book style with fresh color matching and almost no shadows. The main colors of the picture are composed of soft blue, white and green, creating an atmosphere of tranquility, purity and creativity.",
+ "token_credit_reward": 10.625,
+ "selected_reward": 10.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium close-up shot from a slightly overhead angle that tracks the subtle head movements of a seven or eight-year-old boy with short, shaggy dark brown hair and a few strands falling across his forehead. He wears a soft, light blue and white striped long-sleeved T-shirt and is absorbed in his work. He sits before a crystal-clear glass guardrail supported by matte silver aluminum columns. Beyond the guardrail, a gentle green hill and cotton-candy clouds appear. As he ponders, the camera steadily follows his head as it tilts slightly to the left. His bright, deep eyes glance upward, revealing the concentration characteristic of deep thought. His right hand, gripping a fine-tipped black fountain pen, briefly hovers a few millimeters above the drawing paper. Then, his gaze refocuses on the paper, and with steady, fluid movements of his wrist, he traces a precise line. The entire world is bathed in a bright and evenly diffused light, presenting a picture book style with fresh color matching and almost no shadows. The main colors of the picture are composed of soft blue, white, and green, creating an atmosphere of tranquility, purity, and creativity.\n\nVisual Quality Assessment:\nThe visuals are clean and consistent with a polished anime/animated aesthetic. The character design remains stable across frames, with clear lines and solid colors. The background elements (sky, hills, clouds) are well-rendered and contribute to a cohesive scene. There are no obvious distortions or artifacts, and lighting remains bright and even. However, the sequence shows limited motion between frames, giving a somewhat static feel overall. Overall, Visual Quality is strong but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key aspects of the prompt, including the medium close-up framing, the overhead angle, the boy’s appearance, clothing, and the act of drawing. However, some nuanced details are underrepresented: the hair texture appears simplified, and the described dynamic camera movement is not strongly realized—the camera remains relatively static. The alignment is adequate but not fully faithful to all prompt elements, corresponding to a moderate score around 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent spatial relationships, plausible anatomy, and consistent lighting, supporting a believable environment. The static presentation does not introduce obvious physical inconsistencies, though it reduces the sense of kinetic activity. Overall, Physical Consistency is acceptable but not exceptional, aligning with a score of 3.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.390625,
+ "TA": 3.484375,
+ "MQ": 3.75,
+ "Overall": 10.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium close-up shot from a slightly overhead angle that tracks the subtle head movements of a seven or eight-year-old boy with short, shaggy dark brown hair and a few strands falling across his forehead. He wears a soft, light blue and white striped long-sleeved T-shirt and is absorbed in his work. He sits before a crystal-clear glass guardrail supported by matte silver aluminum columns. Beyond the guardrail, a gentle green hill and cotton-candy clouds appear. As he ponders, the camera steadily follows his head as it tilts slightly to the left. His bright, deep eyes glance upward, revealing the concentration characteristic of deep thought. His right hand, gripping a fine-tipped black fountain pen, briefly hovers a few millimeters above the drawing paper. Then, his gaze refocuses on the paper, and with steady, fluid movements of his wrist, he traces a precise line. The entire world is bathed in a bright and evenly diffused light, presenting a picture book style with fresh color matching and almost no shadows. The main colors of the picture are composed of soft blue, white, and green, creating an atmosphere of tranquility, purity, and creativity.\n\nVisual Quality Assessment:\nThe visuals are clean and consistent with a polished anime/animated aesthetic. The character design remains stable across frames, with clear lines and solid colors. The background elements (sky, hills, clouds) are well-rendered and contribute to a cohesive scene. There are no obvious distortions or artifacts, and lighting remains bright and even. However, the sequence shows limited motion between frames, giving a somewhat static feel overall. Overall, Visual Quality is strong but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key aspects of the prompt, including the medium close-up framing, the overhead angle, the boy’s appearance, clothing, and the act of drawing. However, some nuanced details are underrepresented: the hair texture appears simplified, and the described dynamic camera movement is not strongly realized—the camera remains relatively static. The alignment is adequate but not fully faithful to all prompt elements, corresponding to a moderate score around 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent spatial relationships, plausible anatomy, and consistent lighting, supporting a believable environment. The static presentation does not introduce obvious physical inconsistencies, though it reduces the sense of kinetic activity. Overall, Physical Consistency is acceptable but not exceptional, aligning with a score of 3.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium close-up shot from a slightly overhead angle that tracks the subtle head movements of a boy around seven or eight years old with short, shaggy dark brown hair and a few strands falling across his forehead. He wears a soft, light blue and white striped long-sleeved T-shirt and is absorbed in his work. He sits before a crystal-clear glass guardrail supported by matte silver aluminum columns. Beyond the guardrail, a gentle green hill and cotton-candy clouds appear. As he ponders, the camera steadily follows his head as it tilts slightly to the left. His bright, deep eyes glance upward, revealing the concentration characteristic of deep thought. His right hand, gripping a fine-tipped black fountain pen, briefly hovers a few millimeters above the drawing paper. Then, his gaze refocuses on the paper, and with steady, fluid movements of his wrist, he traces a precise line. The entire world is bathed in a bright and evenly diffused light, presenting a picture book style with fresh color matching and almost no shadows. The main colors of the picture are composed of soft blue, white and green, creating an atmosphere of tranquility, purity and creativity\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional minor artifacts and slight softness that prevent a higher rating. The sequence remains stable with no major distortions, though some frames exhibit subtle noise or compression effects. Colors are reasonably balanced, with the soft blue sky and green hills contributing to a calm palette, but overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a young boy with the described appearance, wearing a striped shirt, engaged in writing, and a slightly overhead framing that tracks subtle head movements. The scene includes the glass guardrail and the outdoor setting with hills and clouds, and the camera movement follows the head tilt. Some nuanced details such as the exact hovering of the pen and the precise timing of gaze shifts are not perfectly matched, but the core narrative and composition align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships, with believable hand positioning and interaction with the writing surface. However, there are minor inconsistencies in micro-motions and timing that prevent a higher score, though nothing breaks the overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 3.296875,
+ "MQ": 3.328125,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium close-up shot from a slightly overhead angle that tracks the subtle head movements of a boy around seven or eight years old with short, shaggy dark brown hair and a few strands falling across his forehead. He wears a soft, light blue and white striped long-sleeved T-shirt and is absorbed in his work. He sits before a crystal-clear glass guardrail supported by matte silver aluminum columns. Beyond the guardrail, a gentle green hill and cotton-candy clouds appear. As he ponders, the camera steadily follows his head as it tilts slightly to the left. His bright, deep eyes glance upward, revealing the concentration characteristic of deep thought. His right hand, gripping a fine-tipped black fountain pen, briefly hovers a few millimeters above the drawing paper. Then, his gaze refocuses on the paper, and with steady, fluid movements of his wrist, he traces a precise line. The entire world is bathed in a bright and evenly diffused light, presenting a picture book style with fresh color matching and almost no shadows. The main colors of the picture are composed of soft blue, white and green, creating an atmosphere of tranquility, purity and creativity\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are occasional minor artifacts and slight softness that prevent a higher rating. The sequence remains stable with no major distortions, though some frames exhibit subtle noise or compression effects. Colors are reasonably balanced, with the soft blue sky and green hills contributing to a calm palette, but overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a young boy with the described appearance, wearing a striped shirt, engaged in writing, and a slightly overhead framing that tracks subtle head movements. The scene includes the glass guardrail and the outdoor setting with hills and clouds, and the camera movement follows the head tilt. Some nuanced details such as the exact hovering of the pen and the precise timing of gaze shifts are not perfectly matched, but the core narrative and composition align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and spatial relationships, with believable hand positioning and interaction with the writing surface. However, there are minor inconsistencies in micro-motions and timing that prevent a higher score, though nothing breaks the overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 4009,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000059/group_9/index_4548_seed_4009_dp_19_rank_38_sample_3_slot_1.mp4",
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+ "video_score2_ta": 3.671875,
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+ "video_score2_overall": 9.5,
+ "avg": 9.46875,
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+ "question": "medium close-up shot, shot from a slightly overhead angle, closely tracks the subtle movements of a boy's head. He is about seven or eight years old, with short, shaggy dark brown hair, a few strands playfully falling across his forehead. He wears a soft, light blue and white striped long-sleeved T-shirt and is absorbed in his work. He sits before a crystal-clear glass guardrail supported by matte silver aluminum columns. Beyond the guardrail, a gentle green hill and cotton-candy clouds appear. As he ponders, the camera steadily follows his head as it tilts slightly to the left. His bright, deep eyes glance upward, revealing the concentration characteristic of deep thought. His right hand, gripping a fine-tipped black fountain pen, briefly hovers a few millimeters above the drawing paper. Then, his gaze refocuses on the paper, and with steady, fluid movements of his wrist, he traces a precise line. The entire world is bathed in a bright and evenly diffused light, presenting a picture book style with fresh color matching and almost no shadows. The main colors of the picture are composed of soft blue, white and green, creating an atmosphere of tranquility, purity and creativity.",
+ "token_credit_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 medium close-up shot from a slightly overhead angle that tracks the subtle head movements of a boy around seven or eight years old with short, shaggy dark brown hair and a few strands falling across his forehead. He wears a soft, light blue and white striped long-sleeved T-shirt and is absorbed in his work. He sits before a crystal-clear glass guardrail supported by matte silver aluminum columns. Beyond the guardrail, a gentle green hill and cotton-candy clouds appear. As he ponders, the camera steadily follows his head as it tilts slightly to the left. His bright, deep eyes glance upward, revealing the concentration characteristic of deep thought. His right hand, gripping a fine-tipped black fountain pen, briefly hovers a few millimeters above the drawing paper. Then, his gaze refocuses on the paper, and with steady, fluid movements of his wrist, he traces a precise line. The entire world is bathed in a bright and evenly diffused light, presenting a picture book style with fresh color matching and almost no shadows. The main colors of the picture are composed of soft blue, white and green, creating an atmosphere of tranquility, purity and creativity\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect realism. A mild color cast with a blue/teal tint persists across frames, and some background elements exhibit slight blur. There are occasional minor artifacts and slight inconsistencies in lighting and contrast between shots. The sequence remains reasonably stable with only minor jitter, and the boy’s features stay recognizable throughout. In sum, the video presents a fair level of visual fidelity, but not high-end quality due to the color cast and minor artifacts.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements described: a boy around seven or eight years old with short, shaggy dark hair, wearing a light blue and white striped shirt, sitting at a desk with a glass guardrail behind him, and engaged in writing/drawing. The overhead-ish framing and the presence of a fountain pen align with the prompt, and the scene conveys a contemplative mood with bright, diffused lighting. Some nuanced details—such as exact gaze timing and the precise hovering of the pen—are present but not perfectly matched, resulting in a solid but not perfect correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the boy’s posture, hand positioning, and interaction with the writing surface feel believable, and the spatial relationships among objects are coherent. However, there are minor inconsistencies in lighting/shadow coherence and in the subtler dynamics of the pen hover and gaze shifts, which prevent a higher score. Overall, the scene remains plausible and coherent, with small deviations that keep it from being flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.484375,
+ "TA": 3.671875,
+ "MQ": 3.3125,
+ "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 medium close-up shot from a slightly overhead angle that tracks the subtle head movements of a boy around seven or eight years old with short, shaggy dark brown hair and a few strands falling across his forehead. He wears a soft, light blue and white striped long-sleeved T-shirt and is absorbed in his work. He sits before a crystal-clear glass guardrail supported by matte silver aluminum columns. Beyond the guardrail, a gentle green hill and cotton-candy clouds appear. As he ponders, the camera steadily follows his head as it tilts slightly to the left. His bright, deep eyes glance upward, revealing the concentration characteristic of deep thought. His right hand, gripping a fine-tipped black fountain pen, briefly hovers a few millimeters above the drawing paper. Then, his gaze refocuses on the paper, and with steady, fluid movements of his wrist, he traces a precise line. The entire world is bathed in a bright and evenly diffused light, presenting a picture book style with fresh color matching and almost no shadows. The main colors of the picture are composed of soft blue, white and green, creating an atmosphere of tranquility, purity and creativity\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect realism. A mild color cast with a blue/teal tint persists across frames, and some background elements exhibit slight blur. There are occasional minor artifacts and slight inconsistencies in lighting and contrast between shots. The sequence remains reasonably stable with only minor jitter, and the boy’s features stay recognizable throughout. In sum, the video presents a fair level of visual fidelity, but not high-end quality due to the color cast and minor artifacts.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements described: a boy around seven or eight years old with short, shaggy dark hair, wearing a light blue and white striped shirt, sitting at a desk with a glass guardrail behind him, and engaged in writing/drawing. The overhead-ish framing and the presence of a fountain pen align with the prompt, and the scene conveys a contemplative mood with bright, diffused lighting. Some nuanced details—such as exact gaze timing and the precise hovering of the pen—are present but not perfectly matched, resulting in a solid but not perfect correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the boy’s posture, hand positioning, and interaction with the writing surface feel believable, and the spatial relationships among objects are coherent. However, there are minor inconsistencies in lighting/shadow coherence and in the subtler dynamics of the pen hover and gaze shifts, which prevent a higher score. Overall, the scene remains plausible and coherent, with small deviations that keep it from being flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_0/index_tensor([8544, 8544])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_0/index_tensor([8544, 8544])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..4303823ac86557e5e05d1b5c4a76c5fa82128239
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_0/index_tensor([8544, 8544])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "This low-angle, static, extreme close-up, captured with the cinematic clarity of a Sony FX3 paired with a master lens, focuses on a vibrant blue plastic bottle cap. The cap, with its delicately molded, serrated edge, spins rapidly and hypnotically on its flat top, becoming a circular blur against the gritty texture of the dusty concrete floor of the empty garage. A low golden hour light streaks across the scene from beneath the closed garage door, illuminating the fine dust particles on the ground and casting long, dynamic shadows from the spinning object. As the rotational energy dissipates, the cap's perfect rotation degenerates into an increasingly erratic and unstable oscillation, its edge beginning to rhythmically collide with the concrete surface. Finally, as its momentum completely depletes, the cap suddenly tilts sideways with a faint plastic click, slides a short distance, traces a tiny, clean arc through the dust layer, and then falls into absolute stillness, its brief, vibrant life ending in the quiet solitude of the garage. The shallow depth of field casts the crumbling concrete and shadows in the distance into a soft, blurred bokeh, creating an atmosphere of focus, contemplation, and strange poignancy in the final moments of movement of mundane objects.",
+ "seed": 7706,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_0/index_8544_seed_7706_dp_0_rank_0_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.015625,
+ "video_score2_ta": 1.90625,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 7.84375,
+ "avg": 7.828125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "This low-angle, static, extreme close-up, captured with the cinematic clarity of a Sony FX3 paired with a master lens, focuses on a vibrant blue plastic bottle cap. The cap, with its delicately molded, serrated edge, spins rapidly and hypnotically on its flat top, becoming a circular blur against the gritty texture of the dusty concrete floor of the empty garage. A low golden hour light streaks across the scene from beneath the closed garage door, illuminating the fine dust particles on the ground and casting long, dynamic shadows from the spinning object. As the rotational energy dissipates, the cap's perfect rotation degenerates into an increasingly erratic and unstable oscillation, its edge beginning to rhythmically collide with the concrete surface. Finally, as its momentum completely depletes, the cap suddenly tilts sideways with a faint plastic click, slides a short distance, traces a tiny, clean arc through the dust layer, and then falls into absolute stillness, its brief, vibrant life ending in the quiet solitude of the garage. The shallow depth of field casts the crumbling concrete and shadows in the distance into a soft, blurred bokeh, creating an atmosphere of focus, contemplation, and strange poignancy in the final moments of movement of mundane objects.",
+ "token_credit_reward": 7.84375,
+ "selected_reward": 7.84375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, extreme close-up focusing on a vibrant blue plastic bottle cap. The cap is depicted with a delicately textured rim, spinning rapidly on its flat top, becoming a circular blur against a gritty concrete floor in an empty garage. A low golden-hour light is suggested, casting long shadows as the cap loses energy and ends in a momentary rest, leaving an atmosphere of focus, contemplation, and quiet solitude.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent sharpness and color fidelity, but there are occasional minor artifacts and slight inconsistencies in lighting that prevent a higher rating. The sequence remains coherent, with the cap clearly visible and the background reasonably rendered, though some frames exhibit mild motion blur or noise that temper the overall impression.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures several key elements such as the blue cap, the close-up framing, and the spinning motion, but it does not fully realize the dramatic lighting, the precise low-angle perspective, or the detailed environmental cues described in the prompt. The result reflects a reasonable but not complete correspondence to the textual description.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The spinning motion and interaction with the surface are plausible, and the cap maintains structural integrity during rotation. However, some micro-physics details—such as the exact timing of the cap’s tilt, the abrupt stop, and the subsequent motion along the surface—are not perfectly aligned with real-world expectations, indicating room for improvement in micro-dynamics.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.015625,
+ "TA": 1.90625,
+ "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 a low-angle, static, extreme close-up focusing on a vibrant blue plastic bottle cap. The cap is depicted with a delicately textured rim, spinning rapidly on its flat top, becoming a circular blur against a gritty concrete floor in an empty garage. A low golden-hour light is suggested, casting long shadows as the cap loses energy and ends in a momentary rest, leaving an atmosphere of focus, contemplation, and quiet solitude.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent sharpness and color fidelity, but there are occasional minor artifacts and slight inconsistencies in lighting that prevent a higher rating. The sequence remains coherent, with the cap clearly visible and the background reasonably rendered, though some frames exhibit mild motion blur or noise that temper the overall impression.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures several key elements such as the blue cap, the close-up framing, and the spinning motion, but it does not fully realize the dramatic lighting, the precise low-angle perspective, or the detailed environmental cues described in the prompt. The result reflects a reasonable but not complete correspondence to the textual description.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The spinning motion and interaction with the surface are plausible, and the cap maintains structural integrity during rotation. However, some micro-physics details—such as the exact timing of the cap’s tilt, the abrupt stop, and the subsequent motion along the surface—are not perfectly aligned with real-world expectations, indicating room for improvement in micro-dynamics.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "This low-angle, static, extreme close-up, captured with the cinematic clarity of a Sony FX3 paired with a master lens, focuses on a vibrant blue plastic bottle cap. The cap, with its delicately molded, serrated edge, spins rapidly and hypnotically on its flat top, becoming a circular blur against the gritty texture of the dusty concrete floor of the empty garage. A low golden hour light streaks across the scene from beneath the closed garage door, illuminating the fine dust particles on the ground and casting long, dynamic shadows from the spinning object. As the rotational energy dissipates, the cap's perfect rotation degenerates into an increasingly erratic and unstable oscillation, its edge beginning to rhythmically collide with the concrete surface. Finally, as its momentum completely depletes, the cap suddenly tilts sideways with a faint plastic click, slides a short distance, traces a tiny, clean arc through the dust layer, and then falls into absolute stillness, its brief, vibrant life ending in the quiet solitude of the garage. The shallow depth of field casts the crumbling concrete and shadows in the distance into a soft, blurred bokeh, creating an atmosphere of focus, contemplation, and strange poignancy in the final moments of movement of mundane objects.",
+ "seed": 7707,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_0/index_8544_seed_7707_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.5,
+ "video_score2_ta": 1.8125,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.375,
+ "avg": 8.359375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "This low-angle, static, extreme close-up, captured with the cinematic clarity of a Sony FX3 paired with a master lens, focuses on a vibrant blue plastic bottle cap. The cap, with its delicately molded, serrated edge, spins rapidly and hypnotically on its flat top, becoming a circular blur against the gritty texture of the dusty concrete floor of the empty garage. A low golden hour light streaks across the scene from beneath the closed garage door, illuminating the fine dust particles on the ground and casting long, dynamic shadows from the spinning object. As the rotational energy dissipates, the cap's perfect rotation degenerates into an increasingly erratic and unstable oscillation, its edge beginning to rhythmically collide with the concrete surface. Finally, as its momentum completely depletes, the cap suddenly tilts sideways with a faint plastic click, slides a short distance, traces a tiny, clean arc through the dust layer, and then falls into absolute stillness, its brief, vibrant life ending in the quiet solitude of the garage. The shallow depth of field casts the crumbling concrete and shadows in the distance into a soft, blurred bokeh, creating an atmosphere of focus, contemplation, and strange poignancy in the final moments of movement of mundane objects.",
+ "token_credit_reward": 8.375,
+ "selected_reward": 8.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, extreme close-up shot featuring a vibrant blue plastic bottle cap with a serrated edge that spins rapidly on a gritty concrete floor in an empty garage. The lighting is described as low golden-hour, with dust particles illuminated and long, dynamic shadows cast by the spinning object. As momentum dissipates, the cap should tilt, slide, trace a small arc through the dust, and fall into stillness, ending in a quiet moment of focus and contemplation.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The cap remains clearly visible with decent sharpness, and the background shows appropriate depth-of-field blur. Lighting is warm and consistent with a golden-hour vibe, and color rendition is generally accurate. However, there are minor inconsistencies in motion cues and some frames exhibit slight softness or compression artifacts that prevent a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a low-angle close-up, a blue cap, a textured floor, and warm lighting — and conveys the intended mood. However, key dynamic aspects described in the prompt are not convincingly realized: the cap does not clearly spin, tilt, or trace a distinct arc through dust, and the sequence does not convincingly show the cap sliding or falling into stillness. The alignment is therefore moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the cap sits on the floor, responds to gravity, and exhibits expected material properties. There are no obvious physics violations, though the absence of the described kinetic interactions reduces the perceived realism of the action. 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": 3.5,
+ "TA": 1.8125,
+ "MQ": 3.046875,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, extreme close-up shot featuring a vibrant blue plastic bottle cap with a serrated edge that spins rapidly on a gritty concrete floor in an empty garage. The lighting is described as low golden-hour, with dust particles illuminated and long, dynamic shadows cast by the spinning object. As momentum dissipates, the cap should tilt, slide, trace a small arc through the dust, and fall into stillness, ending in a quiet moment of focus and contemplation.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The cap remains clearly visible with decent sharpness, and the background shows appropriate depth-of-field blur. Lighting is warm and consistent with a golden-hour vibe, and color rendition is generally accurate. However, there are minor inconsistencies in motion cues and some frames exhibit slight softness or compression artifacts that prevent a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a low-angle close-up, a blue cap, a textured floor, and warm lighting — and conveys the intended mood. However, key dynamic aspects described in the prompt are not convincingly realized: the cap does not clearly spin, tilt, or trace a distinct arc through dust, and the sequence does not convincingly show the cap sliding or falling into stillness. The alignment is therefore moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the cap sits on the floor, responds to gravity, and exhibits expected material properties. There are no obvious physics violations, though the absence of the described kinetic interactions reduces the perceived realism of the action. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "This low-angle, static, extreme close-up, captured with the cinematic clarity of a Sony FX3 paired with a master lens, focuses on a vibrant blue plastic bottle cap. The cap, with its delicately molded, serrated edge, spins rapidly and hypnotically on its flat top, becoming a circular blur against the gritty texture of the dusty concrete floor of the empty garage. A low golden hour light streaks across the scene from beneath the closed garage door, illuminating the fine dust particles on the ground and casting long, dynamic shadows from the spinning object. As the rotational energy dissipates, the cap's perfect rotation degenerates into an increasingly erratic and unstable oscillation, its edge beginning to rhythmically collide with the concrete surface. Finally, as its momentum completely depletes, the cap suddenly tilts sideways with a faint plastic click, slides a short distance, traces a tiny, clean arc through the dust layer, and then falls into absolute stillness, its brief, vibrant life ending in the quiet solitude of the garage. The shallow depth of field casts the crumbling concrete and shadows in the distance into a soft, blurred bokeh, creating an atmosphere of focus, contemplation, and strange poignancy in the final moments of movement of mundane objects.",
+ "seed": 7708,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_0/index_8544_seed_7708_dp_1_rank_2_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 2.0625,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 8.125,
+ "avg": 8.171875,
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+ "question": "This low-angle, static, extreme close-up, captured with the cinematic clarity of a Sony FX3 paired with a master lens, focuses on a vibrant blue plastic bottle cap. The cap, with its delicately molded, serrated edge, spins rapidly and hypnotically on its flat top, becoming a circular blur against the gritty texture of the dusty concrete floor of the empty garage. A low golden hour light streaks across the scene from beneath the closed garage door, illuminating the fine dust particles on the ground and casting long, dynamic shadows from the spinning object. As the rotational energy dissipates, the cap's perfect rotation degenerates into an increasingly erratic and unstable oscillation, its edge beginning to rhythmically collide with the concrete surface. Finally, as its momentum completely depletes, the cap suddenly tilts sideways with a faint plastic click, slides a short distance, traces a tiny, clean arc through the dust layer, and then falls into absolute stillness, its brief, vibrant life ending in the quiet solitude of the garage. The shallow depth of field casts the crumbling concrete and shadows in the distance into a soft, blurred bokeh, creating an atmosphere of focus, contemplation, and strange poignancy in the final moments of movement of mundane objects.",
+ "token_credit_reward": 8.125,
+ "selected_reward": 8.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, extreme close-up focusing on a vibrant blue plastic bottle cap. The cap is shown with a serrated edge spinning rapidly on a flat top, becoming a circular blur against a gritty concrete floor in an empty garage. Lighting is described as low golden-hour, with long shadows and atmospheric depth. The sequence progresses from rapid spin to increasing instability, culminating in a sudden tilt, a short slide, a small arc through the dust, and a final stillness.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color fidelity, but there are noticeable issues that prevent a higher rating. The cap’s motion introduces blur that is sometimes excessive and not always convincingly tied to the spin, and occasional frame-to-frame inconsistencies reduce perceived sharpness. The background remains sufficiently blurred to support depth, yet some frames show minor artifacts or slight focus shifts. In sum, the video presents acceptable visuals with room for improvement in motion rendering and consistency.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The core elements—blue cap, close-up framing, and a spinning motion—are present, but several key aspects are underrepresented. The lighting does not convincingly convey a low golden-hour ambiance, and the sequence lacks the dramatic progression described (from rapid spin to erratic motion, culminating in a distinct tilt, slide, and arc). The overall narrative arc and atmospheric cues are only partially realized, resulting in a mid-level alignment rather than a strong one.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The spinning behavior and interaction with the ground are generally plausible, with no glaring physics violations. However, some micro-dynamics—such as the exact timing of the tilt, the subsequent slide, and the arc through the dust—do not fully align with real-world expectations, leaving room for refinement in micro-physics modeling.\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": 3.203125,
+ "TA": 2.0625,
+ "MQ": 2.90625,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, extreme close-up focusing on a vibrant blue plastic bottle cap. The cap is shown with a serrated edge spinning rapidly on a flat top, becoming a circular blur against a gritty concrete floor in an empty garage. Lighting is described as low golden-hour, with long shadows and atmospheric depth. The sequence progresses from rapid spin to increasing instability, culminating in a sudden tilt, a short slide, a small arc through the dust, and a final stillness.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and color fidelity, but there are noticeable issues that prevent a higher rating. The cap’s motion introduces blur that is sometimes excessive and not always convincingly tied to the spin, and occasional frame-to-frame inconsistencies reduce perceived sharpness. The background remains sufficiently blurred to support depth, yet some frames show minor artifacts or slight focus shifts. In sum, the video presents acceptable visuals with room for improvement in motion rendering and consistency.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The core elements—blue cap, close-up framing, and a spinning motion—are present, but several key aspects are underrepresented. The lighting does not convincingly convey a low golden-hour ambiance, and the sequence lacks the dramatic progression described (from rapid spin to erratic motion, culminating in a distinct tilt, slide, and arc). The overall narrative arc and atmospheric cues are only partially realized, resulting in a mid-level alignment rather than a strong one.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The spinning behavior and interaction with the ground are generally plausible, with no glaring physics violations. However, some micro-dynamics—such as the exact timing of the tilt, the subsequent slide, and the arc through the dust—do not fully align with real-world expectations, leaving room for refinement in micro-physics modeling.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "This low-angle, static, extreme close-up, captured with the cinematic clarity of a Sony FX3 paired with a master lens, focuses on a vibrant blue plastic bottle cap. The cap, with its delicately molded, serrated edge, spins rapidly and hypnotically on its flat top, becoming a circular blur against the gritty texture of the dusty concrete floor of the empty garage. A low golden hour light streaks across the scene from beneath the closed garage door, illuminating the fine dust particles on the ground and casting long, dynamic shadows from the spinning object. As the rotational energy dissipates, the cap's perfect rotation degenerates into an increasingly erratic and unstable oscillation, its edge beginning to rhythmically collide with the concrete surface. Finally, as its momentum completely depletes, the cap suddenly tilts sideways with a faint plastic click, slides a short distance, traces a tiny, clean arc through the dust layer, and then falls into absolute stillness, its brief, vibrant life ending in the quiet solitude of the garage. The shallow depth of field casts the crumbling concrete and shadows in the distance into a soft, blurred bokeh, creating an atmosphere of focus, contemplation, and strange poignancy in the final moments of movement of mundane objects.",
+ "seed": 7709,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_0/index_8544_seed_7709_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": 3.703125,
+ "video_score2_ta": 2.125,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 8.875,
+ "avg": 8.890625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "This low-angle, static, extreme close-up, captured with the cinematic clarity of a Sony FX3 paired with a master lens, focuses on a vibrant blue plastic bottle cap. The cap, with its delicately molded, serrated edge, spins rapidly and hypnotically on its flat top, becoming a circular blur against the gritty texture of the dusty concrete floor of the empty garage. A low golden hour light streaks across the scene from beneath the closed garage door, illuminating the fine dust particles on the ground and casting long, dynamic shadows from the spinning object. As the rotational energy dissipates, the cap's perfect rotation degenerates into an increasingly erratic and unstable oscillation, its edge beginning to rhythmically collide with the concrete surface. Finally, as its momentum completely depletes, the cap suddenly tilts sideways with a faint plastic click, slides a short distance, traces a tiny, clean arc through the dust layer, and then falls into absolute stillness, its brief, vibrant life ending in the quiet solitude of the garage. The shallow depth of field casts the crumbling concrete and shadows in the distance into a soft, blurred bokeh, creating an atmosphere of focus, contemplation, and strange poignancy in the final moments of movement of mundane objects.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
+ "frame_importance": [
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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 low-angle, static, extreme close-up shot featuring a vibrant blue plastic bottle cap with a serrated edge that spins rapidly on a gritty concrete floor inside an empty garage. Golden-hour lighting is expected to illuminate the scene, with dynamic shadows and a sequence where the cap loses momentum, tilts, slides, and ends in stillness. The overall intent emphasizes cinematic clarity and a contemplative mood.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The cap remains clearly visible with decent sharpness, and the background shows appropriate depth-of-field blur. Lighting is warm and consistent with a golden-hour vibe, and color rendition is generally accurate. However, there are minor inconsistencies in motion cues and some frames exhibit slight softness or compression artifacts that prevent a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a blue cap, close-up framing, and a low-angle perspective with warm lighting. However, key dynamic aspects described in the prompt are not convincingly realized: the cap does not appear to spin rapidly, and there is no evident tilt, slide, or arc-tracing sequence. The result aligns with a partial match rather than full fidelity, yielding a moderate alignment score (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the cap sits on the surface with believable lighting and shadows, and there are no obvious physics violations. The lack of the described kinetic actions reduces narrative coherence, but the observed interactions remain physically plausible. 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": 3.703125,
+ "TA": 2.125,
+ "MQ": 3.0625,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, extreme close-up shot featuring a vibrant blue plastic bottle cap with a serrated edge that spins rapidly on a gritty concrete floor inside an empty garage. Golden-hour lighting is expected to illuminate the scene, with dynamic shadows and a sequence where the cap loses momentum, tilts, slides, and ends in stillness. The overall intent emphasizes cinematic clarity and a contemplative mood.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The cap remains clearly visible with decent sharpness, and the background shows appropriate depth-of-field blur. Lighting is warm and consistent with a golden-hour vibe, and color rendition is generally accurate. However, there are minor inconsistencies in motion cues and some frames exhibit slight softness or compression artifacts that prevent a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a blue cap, close-up framing, and a low-angle perspective with warm lighting. However, key dynamic aspects described in the prompt are not convincingly realized: the cap does not appear to spin rapidly, and there is no evident tilt, slide, or arc-tracing sequence. The result aligns with a partial match rather than full fidelity, yielding a moderate alignment score (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the cap sits on the surface with believable lighting and shadows, and there are no obvious physics violations. The lack of the described kinetic actions reduces narrative coherence, but the observed interactions remain physically plausible. 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/rl_samples/0000123/group_1/index_tensor([807, 807])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_1/index_tensor([807, 807])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..badc6d4c81b5722ffdf5098caa86782694358acf
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_1/index_tensor([807, 807])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "close-up shot, shot from a slightly overhead angle, slowly and almost imperceptibly zooms in, focusing on a cold, white metal bed. Lying on the bed is a patient, his face as pale as paper, bloodless. Fine beads of cold sweat, dripping from his forehead with agony, gleam faintly under the cold, white light of the ward's overhead lamp. His thinning, dark hair is sticky to his temples, clung to his eyes with sweat. His eyes are half-closed, his gaze unfocused, and his lips, dry and cracked, struggle to open. Each breath is a struggle, a short, hoarse sound. His chest, shrouded by a loose, washed-out, light-blue striped hospital gown, rises and falls with alarming force, his collarbone clearly visible with each rise. The pure white sheets are crumpled by his unconscious struggles. The entire scene is shrouded in a uniform and cold fluorescent light, and the main colors are white, light blue and sickly gray skin, creating a tense atmosphere of extreme depression, pain and the fragility of life.",
+ "seed": 31582,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_1/index_807_seed_31582_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.265625,
+ "video_score2_ta": 2.21875,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 7.4375,
+ "avg": 7.421875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "close-up shot, shot from a slightly overhead angle, slowly and almost imperceptibly zooms in, focusing on a cold, white metal bed. Lying on the bed is a patient, his face as pale as paper, bloodless. Fine beads of cold sweat, dripping from his forehead with agony, gleam faintly under the cold, white light of the ward's overhead lamp. His thinning, dark hair is sticky to his temples, clung to his eyes with sweat. His eyes are half-closed, his gaze unfocused, and his lips, dry and cracked, struggle to open. Each breath is a struggle, a short, hoarse sound. His chest, shrouded by a loose, washed-out, light-blue striped hospital gown, rises and falls with alarming force, his collarbone clearly visible with each rise. The pure white sheets are crumpled by his unconscious struggles. The entire scene is shrouded in a uniform and cold fluorescent light, and the main colors are white, light blue and sickly gray skin, creating a tense atmosphere of extreme depression, pain and the fragility of life.",
+ "token_credit_reward": 7.4375,
+ "selected_reward": 7.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up of a patient lying on a bed in a hospital setting, with specific details about appearance, clothing, lighting, and mood. The video largely follows the intended framing (close-up, overhead-ish angle, and a focus on the face), but several key prompt elements are not realized. The bed surface does not appear to be a cold, white metal bed, and the lighting reads warmer and less clinical than described. While the scene conveys a hospital-like environment, the overall mood and some specifics diverge from the prompt.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show reasonable clarity and detail, but there are noticeable artifacts around facial features and hair that give a slightly artificial or processed look. The rendering has a somewhat synthetic feel, with occasional distortions in facial geometry and hair texture. Lighting remains fairly consistent across frames, though it does not achieve photorealism. The sequence appears stable without major frame-to-frame jumps, but the overall realism is limited by the artifact level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the general idea of a close-up of a patient on a bed in a hospital setting, but several critical prompt elements are missing or misrepresented: the bed is not depicted as a cold, white metal bed; the lighting is warmer and less clinical; the hair texture and movement do not convincingly match the description; the eyes appear open rather than half-closed; the hospital gown color and texture differ from the specified light-blue striped gown; the overall mood and some details do not fully align with the prompt. The video communicates the core scenario but lacks precise fidelity to many specific prompt details.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains basic anatomical plausibility and coherent spatial relationships, but there are subtle inconsistencies in hair dynamics and facial rendering that reduce realism. No major logical contradictions are present, yet the combination of minor artifacts and non-perfect physical cues keeps the overall believability at a mid level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.265625,
+ "TA": 2.21875,
+ "MQ": 2.9375,
+ "Overall": 7.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up of a patient lying on a bed in a hospital setting, with specific details about appearance, clothing, lighting, and mood. The video largely follows the intended framing (close-up, overhead-ish angle, and a focus on the face), but several key prompt elements are not realized. The bed surface does not appear to be a cold, white metal bed, and the lighting reads warmer and less clinical than described. While the scene conveys a hospital-like environment, the overall mood and some specifics diverge from the prompt.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show reasonable clarity and detail, but there are noticeable artifacts around facial features and hair that give a slightly artificial or processed look. The rendering has a somewhat synthetic feel, with occasional distortions in facial geometry and hair texture. Lighting remains fairly consistent across frames, though it does not achieve photorealism. The sequence appears stable without major frame-to-frame jumps, but the overall realism is limited by the artifact level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures the general idea of a close-up of a patient on a bed in a hospital setting, but several critical prompt elements are missing or misrepresented: the bed is not depicted as a cold, white metal bed; the lighting is warmer and less clinical; the hair texture and movement do not convincingly match the description; the eyes appear open rather than half-closed; the hospital gown color and texture differ from the specified light-blue striped gown; the overall mood and some details do not fully align with the prompt. The video communicates the core scenario but lacks precise fidelity to many specific prompt details.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains basic anatomical plausibility and coherent spatial relationships, but there are subtle inconsistencies in hair dynamics and facial rendering that reduce realism. No major logical contradictions are present, yet the combination of minor artifacts and non-perfect physical cues keeps the overall believability at a mid level.\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, shot from a slightly overhead angle, slowly and almost imperceptibly zooms in, focusing on a cold, white metal bed. Lying on the bed is a patient, his face as pale as paper, bloodless. Fine beads of cold sweat, dripping from his forehead with agony, gleam faintly under the cold, white light of the ward's overhead lamp. His thinning, dark hair is sticky to his temples, clung to his eyes with sweat. His eyes are half-closed, his gaze unfocused, and his lips, dry and cracked, struggle to open. Each breath is a struggle, a short, hoarse sound. His chest, shrouded by a loose, washed-out, light-blue striped hospital gown, rises and falls with alarming force, his collarbone clearly visible with each rise. The pure white sheets are crumpled by his unconscious struggles. The entire scene is shrouded in a uniform and cold fluorescent light, and the main colors are white, light blue and sickly gray skin, creating a tense atmosphere of extreme depression, pain and the fragility of life.",
+ "seed": 31583,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_1/index_807_seed_31583_dp_2_rank_4_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.90625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a slightly overhead angle, focusing on a cold, white metal bed with a patient lying on it. The scene should show pale, bloodless skin with fine beads of cold sweat, dripping from the forehead under the cold, white light of the ward's overhead lamp. The hair should be thinning and sticky to the temples, with the eyes half-closed and a tense, breathing-intrusive atmosphere. The chest should rise and fall with each breath, and the overall mood should convey extreme depression, pain, and fragility of life.\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. A greenish tint appears in several frames, and some facial features look slightly artificial or plasticky. There are minor inconsistencies in lighting and color balance across shots, which reduces realism. The sequence remains relatively stable with no major distortions, but these small artifacts keep the overall quality at a mid level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up perspective, a slightly overhead angle, and a bed setting consistent with the description. The patient’s pale, bloodless appearance and the presence of moisture on the skin align with the prompt. The hair texture and the general mood of tension and illness are well captured. Some details—such as the exact visibility of the collarbone and the precise timing of breathing—are not perfectly synchronized, but they do not significantly detract from the overall alignment. The depiction effectively conveys the intended emotional and physical state.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible anatomy and physics, with only mild deviations. Subtle artificiality in facial rendering and minor lighting/color nuances exist, yet they do not undermine overall coherence. The depiction remains believable within the described scenario, though not perfectly natural.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.90625,
+ "TA": 3.03125,
+ "MQ": 3.1875,
+ "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 close-up shot from a slightly overhead angle, focusing on a cold, white metal bed with a patient lying on it. The scene should show pale, bloodless skin with fine beads of cold sweat, dripping from the forehead under the cold, white light of the ward's overhead lamp. The hair should be thinning and sticky to the temples, with the eyes half-closed and a tense, breathing-intrusive atmosphere. The chest should rise and fall with each breath, and the overall mood should convey extreme depression, pain, and fragility of life.\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. A greenish tint appears in several frames, and some facial features look slightly artificial or plasticky. There are minor inconsistencies in lighting and color balance across shots, which reduces realism. The sequence remains relatively stable with no major distortions, but these small artifacts keep the overall quality at a mid level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up perspective, a slightly overhead angle, and a bed setting consistent with the description. The patient’s pale, bloodless appearance and the presence of moisture on the skin align with the prompt. The hair texture and the general mood of tension and illness are well captured. Some details—such as the exact visibility of the collarbone and the precise timing of breathing—are not perfectly synchronized, but they do not significantly detract from the overall alignment. The depiction effectively conveys the intended emotional and physical state.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible anatomy and physics, with only mild deviations. Subtle artificiality in facial rendering and minor lighting/color nuances exist, yet they do not undermine overall coherence. The depiction remains believable within the described scenario, though not perfectly natural.\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, shot from a slightly overhead angle, slowly and almost imperceptibly zooms in, focusing on a cold, white metal bed. Lying on the bed is a patient, his face as pale as paper, bloodless. Fine beads of cold sweat, dripping from his forehead with agony, gleam faintly under the cold, white light of the ward's overhead lamp. His thinning, dark hair is sticky to his temples, clung to his eyes with sweat. His eyes are half-closed, his gaze unfocused, and his lips, dry and cracked, struggle to open. Each breath is a struggle, a short, hoarse sound. His chest, shrouded by a loose, washed-out, light-blue striped hospital gown, rises and falls with alarming force, his collarbone clearly visible with each rise. The pure white sheets are crumpled by his unconscious struggles. The entire scene is shrouded in a uniform and cold fluorescent light, and the main colors are white, light blue and sickly gray skin, creating a tense atmosphere of extreme depression, pain and the fragility of life.",
+ "seed": 31584,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_1/index_807_seed_31584_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.640625,
+ "video_score2_ta": 2.546875,
+ "video_score2_mq": 3.28125,
+ "video_score2_overall": 8.5,
+ "avg": 8.46875,
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+ "question_id": "videoscore2_overall",
+ "question": "close-up shot, shot from a slightly overhead angle, slowly and almost imperceptibly zooms in, focusing on a cold, white metal bed. Lying on the bed is a patient, his face as pale as paper, bloodless. Fine beads of cold sweat, dripping from his forehead with agony, gleam faintly under the cold, white light of the ward's overhead lamp. His thinning, dark hair is sticky to his temples, clung to his eyes with sweat. His eyes are half-closed, his gaze unfocused, and his lips, dry and cracked, struggle to open. Each breath is a struggle, a short, hoarse sound. His chest, shrouded by a loose, washed-out, light-blue striped hospital gown, rises and falls with alarming force, his collarbone clearly visible with each rise. The pure white sheets are crumpled by his unconscious struggles. The entire scene is shrouded in a uniform and cold fluorescent light, and the main colors are white, light blue and sickly gray skin, creating a tense atmosphere of extreme depression, pain and the fragility of life.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a slightly overhead angle focusing on a cold, white metal bed. A patient lies on the bed with a pale, bloodless face, fine beads of cold sweat on the forehead, and a hospital gown that appears light-blue striped. The scene is lit with a cold, white overhead lamp, and the overall mood is one of extreme depression, pain, and fragility of life.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur, especially around facial features. There are occasional artifacts and slight color desaturation, which reduce sharpness. Lighting remains fairly consistent across frames, and there is no major distortion or abrupt changes; however, the image clarity does not reach high-fidelity levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up perspective, a slightly overhead angle, and a hospital setting with a patient on a bed. The core elements—close-up framing, overhead lighting, and a hospital environment—are well captured. Some finer details from the prompt (e.g., sweating beads, exact gown shade, and precise breathing cues) are not consistently rendered, but the essential narrative and mood align closely with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and spatial relationships, and the hospital context reads realistically. However, minor inconsistencies exist in micro-details such as subtle facial rendering nuances and the depiction of breathing dynamics, which 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": 2.640625,
+ "TA": 2.546875,
+ "MQ": 3.28125,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up shot from a slightly overhead angle focusing on a cold, white metal bed. A patient lies on the bed with a pale, bloodless face, fine beads of cold sweat on the forehead, and a hospital gown that appears light-blue striped. The scene is lit with a cold, white overhead lamp, and the overall mood is one of extreme depression, pain, and fragility of life.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur, especially around facial features. There are occasional artifacts and slight color desaturation, which reduce sharpness. Lighting remains fairly consistent across frames, and there is no major distortion or abrupt changes; however, the image clarity does not reach high-fidelity levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up perspective, a slightly overhead angle, and a hospital setting with a patient on a bed. The core elements—close-up framing, overhead lighting, and a hospital environment—are well captured. Some finer details from the prompt (e.g., sweating beads, exact gown shade, and precise breathing cues) are not consistently rendered, but the essential narrative and mood align closely with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and spatial relationships, and the hospital context reads realistically. However, minor inconsistencies exist in micro-details such as subtle facial rendering nuances and the depiction of breathing dynamics, which 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": "close-up shot, shot from a slightly overhead angle, slowly and almost imperceptibly zooms in, focusing on a cold, white metal bed. Lying on the bed is a patient, his face as pale as paper, bloodless. Fine beads of cold sweat, dripping from his forehead with agony, gleam faintly under the cold, white light of the ward's overhead lamp. His thinning, dark hair is sticky to his temples, clung to his eyes with sweat. His eyes are half-closed, his gaze unfocused, and his lips, dry and cracked, struggle to open. Each breath is a struggle, a short, hoarse sound. His chest, shrouded by a loose, washed-out, light-blue striped hospital gown, rises and falls with alarming force, his collarbone clearly visible with each rise. The pure white sheets are crumpled by his unconscious struggles. The entire scene is shrouded in a uniform and cold fluorescent light, and the main colors are white, light blue and sickly gray skin, creating a tense atmosphere of extreme depression, pain and the fragility of life.",
+ "seed": 31585,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_1/index_807_seed_31585_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.578125,
+ "video_score2_ta": 2.8125,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.375,
+ "avg": 8.40625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "close-up shot, shot from a slightly overhead angle, slowly and almost imperceptibly zooms in, focusing on a cold, white metal bed. Lying on the bed is a patient, his face as pale as paper, bloodless. Fine beads of cold sweat, dripping from his forehead with agony, gleam faintly under the cold, white light of the ward's overhead lamp. His thinning, dark hair is sticky to his temples, clung to his eyes with sweat. His eyes are half-closed, his gaze unfocused, and his lips, dry and cracked, struggle to open. Each breath is a struggle, a short, hoarse sound. His chest, shrouded by a loose, washed-out, light-blue striped hospital gown, rises and falls with alarming force, his collarbone clearly visible with each rise. The pure white sheets are crumpled by his unconscious struggles. The entire scene is shrouded in a uniform and cold fluorescent light, and the main colors are white, light blue and sickly gray skin, creating a tense atmosphere of extreme depression, pain and the fragility of life.",
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+ "selected_reward": 8.375,
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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 of a patient lying on a cold, white metal bed in a hospital setting, with specific details about appearance, clothing, lighting, and mood. The video largely follows the intended framing (close-up, overhead-ish angle, gradual zoom), but several key prompt elements are not convincingly realized. The bed appears wooden rather than metal, and the lighting reads warmer and less clinical than the described cold, fluorescent environment. While some aspects—such as the striped gown and the overall somber mood—are present, the core hospital-specific cues and the precise medical context are not fully captured. Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent resolution with some softness and mild blur, particularly around edges and fine details. There are no major distortions or artifacts, and color grading remains fairly consistent across shots. The sequence is stable with smooth transitions, and the overall image quality is acceptable though not pristine. In sum, visual quality is moderate.\n\nText-to-Video Alignment Analysis:\nThe video partially satisfies the prompt requirements: it presents a close-up of a person lying on a bed and includes a gradual zoom. However, critical hospital-specific cues are missing or misrepresented: the bed material is not metal, the lighting lacks the cold, clinical feel, and the overall hospital atmosphere is not convincingly established. These gaps reduce alignment to a moderate level.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible human proportions and natural positioning, with no obvious anatomical errors. Some minor inconsistencies exist (e.g., bedding texture and lighting nuances) that prevent a higher score, but there are no glaring common-sense violations. Overall, physical consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.578125,
+ "TA": 2.8125,
+ "MQ": 3.015625,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up of a patient lying on a cold, white metal bed in a hospital setting, with specific details about appearance, clothing, lighting, and mood. The video largely follows the intended framing (close-up, overhead-ish angle, gradual zoom), but several key prompt elements are not convincingly realized. The bed appears wooden rather than metal, and the lighting reads warmer and less clinical than the described cold, fluorescent environment. While some aspects—such as the striped gown and the overall somber mood—are present, the core hospital-specific cues and the precise medical context are not fully captured. Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent resolution with some softness and mild blur, particularly around edges and fine details. There are no major distortions or artifacts, and color grading remains fairly consistent across shots. The sequence is stable with smooth transitions, and the overall image quality is acceptable though not pristine. In sum, visual quality is moderate.\n\nText-to-Video Alignment Analysis:\nThe video partially satisfies the prompt requirements: it presents a close-up of a person lying on a bed and includes a gradual zoom. However, critical hospital-specific cues are missing or misrepresented: the bed material is not metal, the lighting lacks the cold, clinical feel, and the overall hospital atmosphere is not convincingly established. These gaps reduce alignment to a moderate level.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible human proportions and natural positioning, with no obvious anatomical errors. Some minor inconsistencies exist (e.g., bedding texture and lighting nuances) that prevent a higher score, but there are no glaring common-sense violations. Overall, physical consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_10/index_tensor([3632, 3632])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_10/index_tensor([3632, 3632])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c3b99c5ef1989cc022081910f9e2b81ee4921fa4
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_10/index_tensor([3632, 3632])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, slightly high-angle close-up captures a stack of worn magazines, resting on the dark, polished wood of a dusty table. The top magazine, a vintage publication, features a faded, saturated cover and yellowed, dog-eared pages, tilted slightly relative to the magazines below. A warm, off-camera light source casts a focused pool of illumination, highlighting the fine layer of dust on the pages and casting the surrounding room into deep, blurred shadows, creating an atmosphere of tension and mystery. The scene is initially tranquil, but then suddenly disturbed as the stack begins to tremble, a low-frequency vibration at first almost imperceptible throughout. Then, the thin, fragile edges of the pages begin to ripple and flutter erratically, not from scratch, but as if stirred by an inner, unseen force. The trembling intensifies, causing the entire stack to vibrate more violently, individual pages colliding with each other in a silent, chaotic dance, suggesting architectural, supernatural presences.",
+ "seed": 10964,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_10/index_3632_seed_10964_dp_20_rank_40_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.171875,
+ "video_score2_ta": 2.265625,
+ "video_score2_mq": 3.640625,
+ "video_score2_overall": 9.0625,
+ "avg": 9.078125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, slightly high-angle close-up captures a stack of worn magazines, resting on the dark, polished wood of a dusty table. The top magazine, a vintage publication, features a faded, saturated cover and yellowed, dog-eared pages, tilted slightly relative to the magazines below. A warm, off-camera light source casts a focused pool of illumination, highlighting the fine layer of dust on the pages and casting the surrounding room into deep, blurred shadows, creating an atmosphere of tension and mystery. The scene is initially tranquil, but then suddenly disturbed as the stack begins to tremble, a low-frequency vibration at first almost imperceptible throughout. Then, the thin, fragile edges of the pages begin to ripple and flutter erratically, not from scratch, but as if stirred by an inner, unseen force. The trembling intensifies, causing the entire stack to vibrate more violently, individual pages colliding with each other in a silent, chaotic dance, suggesting architectural, supernatural presences.",
+ "token_credit_reward": 9.0625,
+ "selected_reward": 9.0625,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly high-angle close-up of a stack of worn magazines on a dark, polished wooden surface, with a top vintage magazine featuring a muted, saturated cover and yellowed, dog-eared pages that tilt slightly. A warm, off-camera light creates a focused illumination, highlighting dust on the pages and casting the surrounding room into deep shadows, suggesting an atmosphere of tension and mystery. The scene is initially tranquil but then should show the stack trembling, with pages rippling and fluttering as if stirred by an unseen force, intensifying to a chaotic dance, implying architectural or supernatural elements.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid overall. The resolution is adequate, with clear details on the worn pages and the wooden surface. Lighting remains warm and consistent, producing convincing depth of field and a pleasant atmospheric look. There are no obvious distortions or artifacts, and color grading supports the vintage mood. While the sequence appears relatively static, the rendering is coherent and visually credible, yielding a strong overall impression without claiming perfection.\n\nText-to-Video Alignment Analysis:\nThe video captures several key aspects of the prompt—close-up perspective, worn magazines, warm lighting, and a moody atmosphere. However, the dynamic elements described in the prompt are not realized: there is no evident trembling of the stack, no page fluttering, and no progression toward a chaotic dance. The result is a moderate alignment: the static visuals align well, but the essential motion and transformational aspects are missing, reducing narrative fidelity.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical relationships: the stack sits naturally on the wooden surface, lighting and shadows behave consistently, and the textures appear authentic. The absence of the described dynamic behavior does not introduce obvious physical contradictions; it simply limits the depiction of the intended supernatural or architectural tension. Overall, physical consistency is solid, though the lack of motion reduces the perceived realism of the described scenario.\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": 3.171875,
+ "TA": 2.265625,
+ "MQ": 3.640625,
+ "Overall": 9.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly high-angle close-up of a stack of worn magazines on a dark, polished wooden surface, with a top vintage magazine featuring a muted, saturated cover and yellowed, dog-eared pages that tilt slightly. A warm, off-camera light creates a focused illumination, highlighting dust on the pages and casting the surrounding room into deep shadows, suggesting an atmosphere of tension and mystery. The scene is initially tranquil but then should show the stack trembling, with pages rippling and fluttering as if stirred by an unseen force, intensifying to a chaotic dance, implying architectural or supernatural elements.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid overall. The resolution is adequate, with clear details on the worn pages and the wooden surface. Lighting remains warm and consistent, producing convincing depth of field and a pleasant atmospheric look. There are no obvious distortions or artifacts, and color grading supports the vintage mood. While the sequence appears relatively static, the rendering is coherent and visually credible, yielding a strong overall impression without claiming perfection.\n\nText-to-Video Alignment Analysis:\nThe video captures several key aspects of the prompt—close-up perspective, worn magazines, warm lighting, and a moody atmosphere. However, the dynamic elements described in the prompt are not realized: there is no evident trembling of the stack, no page fluttering, and no progression toward a chaotic dance. The result is a moderate alignment: the static visuals align well, but the essential motion and transformational aspects are missing, reducing narrative fidelity.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible physical relationships: the stack sits naturally on the wooden surface, lighting and shadows behave consistently, and the textures appear authentic. The absence of the described dynamic behavior does not introduce obvious physical contradictions; it simply limits the depiction of the intended supernatural or architectural tension. Overall, physical consistency is solid, though the lack of motion reduces the perceived realism of the described scenario.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "static, slightly high-angle close-up captures a stack of worn magazines, resting on the dark, polished wood of a dusty table. The top magazine, a vintage publication, features a faded, saturated cover and yellowed, dog-eared pages, tilted slightly relative to the magazines below. A warm, off-camera light source casts a focused pool of illumination, highlighting the fine layer of dust on the pages and casting the surrounding room into deep, blurred shadows, creating an atmosphere of tension and mystery. The scene is initially tranquil, but then suddenly disturbed as the stack begins to tremble, a low-frequency vibration at first almost imperceptible throughout. Then, the thin, fragile edges of the pages begin to ripple and flutter erratically, not from scratch, but as if stirred by an inner, unseen force. The trembling intensifies, causing the entire stack to vibrate more violently, individual pages colliding with each other in a silent, chaotic dance, suggesting architectural, supernatural presences.",
+ "seed": 10965,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_10/index_3632_seed_10965_dp_20_rank_40_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 10,
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+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 2.171875,
+ "video_score2_mq": 2.78125,
+ "video_score2_overall": 8.125,
+ "avg": 8.15625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, slightly high-angle close-up captures a stack of worn magazines, resting on the dark, polished wood of a dusty table. The top magazine, a vintage publication, features a faded, saturated cover and yellowed, dog-eared pages, tilted slightly relative to the magazines below. A warm, off-camera light source casts a focused pool of illumination, highlighting the fine layer of dust on the pages and casting the surrounding room into deep, blurred shadows, creating an atmosphere of tension and mystery. The scene is initially tranquil, but then suddenly disturbed as the stack begins to tremble, a low-frequency vibration at first almost imperceptible throughout. Then, the thin, fragile edges of the pages begin to ripple and flutter erratically, not from scratch, but as if stirred by an inner, unseen force. The trembling intensifies, causing the entire stack to vibrate more violently, individual pages colliding with each other in a silent, chaotic dance, suggesting architectural, supernatural presences.",
+ "token_credit_reward": 8.125,
+ "selected_reward": 8.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly high-angle close-up of a stack of worn magazines on a dark, polished wooden surface, with a top vintage magazine featuring a muted, saturated cover and yellowed, dog-eared pages that tilt slightly. A warm, off-camera light creates a focused illumination, highlighting dust on the pages and casting the surrounding room into deep shadows to evoke tension and mystery. The scene is initially tranquil but then should show the stack trembling, with pages rippling and fluttering as if stirred by an unseen force, intensifying to a chaotic dance suggesting architectural or supernatural presences.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain reasonable sharpness and consistent lighting, and the depth-of-field effect is present. However, there are occasional minor softness and slight color/contrast inconsistencies across frames, which prevent a higher rating. 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 limited (score 2). While some elements appear—close-up view, worn appearance, and a top magazine—the key dynamic aspects described in the prompt are not realized. The stack does not visibly tremble, pages do not ripple or flutter, and there is no evident progression toward a chaotic dance. The lighting and atmosphere do not convincingly convey the intended tension. Overall, the video captures only a subset of the prompt's requirements.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible textures and lighting, with believable page textures and shadows. However, the lack of the described dynamic behavior reduces the perceived realism of the interaction between objects, resulting in only average common-sense coherence.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 2.171875,
+ "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 the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly high-angle close-up of a stack of worn magazines on a dark, polished wooden surface, with a top vintage magazine featuring a muted, saturated cover and yellowed, dog-eared pages that tilt slightly. A warm, off-camera light creates a focused illumination, highlighting dust on the pages and casting the surrounding room into deep shadows to evoke tension and mystery. The scene is initially tranquil but then should show the stack trembling, with pages rippling and fluttering as if stirred by an unseen force, intensifying to a chaotic dance suggesting architectural or supernatural presences.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain reasonable sharpness and consistent lighting, and the depth-of-field effect is present. However, there are occasional minor softness and slight color/contrast inconsistencies across frames, which prevent a higher rating. 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 limited (score 2). While some elements appear—close-up view, worn appearance, and a top magazine—the key dynamic aspects described in the prompt are not realized. The stack does not visibly tremble, pages do not ripple or flutter, and there is no evident progression toward a chaotic dance. The lighting and atmosphere do not convincingly convey the intended tension. Overall, the video captures only a subset of the prompt's requirements.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible textures and lighting, with believable page textures and shadows. However, the lack of the described dynamic behavior reduces the perceived realism of the interaction between objects, resulting in only average common-sense coherence.\n\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 captures a stack of worn magazines, resting on the dark, polished wood of a dusty table. The top magazine, a vintage publication, features a faded, saturated cover and yellowed, dog-eared pages, tilted slightly relative to the magazines below. A warm, off-camera light source casts a focused pool of illumination, highlighting the fine layer of dust on the pages and casting the surrounding room into deep, blurred shadows, creating an atmosphere of tension and mystery. The scene is initially tranquil, but then suddenly disturbed as the stack begins to tremble, a low-frequency vibration at first almost imperceptible throughout. Then, the thin, fragile edges of the pages begin to ripple and flutter erratically, not from scratch, but as if stirred by an inner, unseen force. The trembling intensifies, causing the entire stack to vibrate more violently, individual pages colliding with each other in a silent, chaotic dance, suggesting architectural, supernatural presences.",
+ "seed": 10966,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_10/index_3632_seed_10966_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": 3.609375,
+ "video_score2_ta": 2.171875,
+ "video_score2_mq": 3.65625,
+ "video_score2_overall": 9.4375,
+ "avg": 9.4375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, slightly high-angle close-up captures a stack of worn magazines, resting on the dark, polished wood of a dusty table. The top magazine, a vintage publication, features a faded, saturated cover and yellowed, dog-eared pages, tilted slightly relative to the magazines below. A warm, off-camera light source casts a focused pool of illumination, highlighting the fine layer of dust on the pages and casting the surrounding room into deep, blurred shadows, creating an atmosphere of tension and mystery. The scene is initially tranquil, but then suddenly disturbed as the stack begins to tremble, a low-frequency vibration at first almost imperceptible throughout. Then, the thin, fragile edges of the pages begin to ripple and flutter erratically, not from scratch, but as if stirred by an inner, unseen force. The trembling intensifies, causing the entire stack to vibrate more violently, individual pages colliding with each other in a silent, chaotic dance, suggesting architectural, supernatural presences.",
+ "token_credit_reward": 9.4375,
+ "selected_reward": 9.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 stack of worn magazines on a dark, polished wooden surface. The top magazine is a vintage publication with a muted, saturated cover and yellowed, dog-eared pages that tilt slightly. A warm, off-camera light creates a focused illumination, highlighting dust on the pages and casting the surrounding room into deep shadows. The scene is initially tranquil but then disturbed by a low-frequency tremor, with pages rippling and fluttering as if stirred by an unseen force, intensifying into a chaotic, almost architectural movement suggestive of supernatural presence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid. The resolution is adequate, with clear detail on the worn pages and the wooden surface. Lighting remains consistent, producing convincing depth and texture. There is some minor softness or slight blur in places, but no major artifacts or distortions. Overall, the visual quality is good and coherent, though not exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a static, slightly elevated view of a worn magazine stack on a dark wooden surface, with visible aging details. However, key atmospheric and dynamic aspects are underrepresented: there is no evident supernatural ambiance, no pronounced tremor, and no dramatic page motion. The alignment is moderate: essential structural cues are present, but the intended mood and kinetic energy are not fully realized.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the stack sits stably on the surface, lighting and shadows behave consistently, and aging textures appear believable. There are no obvious physics violations. Some subtle inconsistencies in how the pages would respond to a disturbance exist, but they do not undermine overall coherence.\n\nOverall assessment:\nThe video demonstrates competent technical execution with moderate alignment to the prompt and solid physical consistency. It conveys basic realism but does not fully realize the atmospheric and kinetic potential described in the original vision.\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": {
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+ "TA": 2.171875,
+ "MQ": 3.65625,
+ "Overall": 9.4375
+ }
+ }
+ ],
+ "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 static, slightly high-angle close-up of a stack of worn magazines on a dark, polished wooden surface. The top magazine is a vintage publication with a muted, saturated cover and yellowed, dog-eared pages that tilt slightly. A warm, off-camera light creates a focused illumination, highlighting dust on the pages and casting the surrounding room into deep shadows. The scene is initially tranquil but then disturbed by a low-frequency tremor, with pages rippling and fluttering as if stirred by an unseen force, intensifying into a chaotic, almost architectural movement suggestive of supernatural presence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid. The resolution is adequate, with clear detail on the worn pages and the wooden surface. Lighting remains consistent, producing convincing depth and texture. There is some minor softness or slight blur in places, but no major artifacts or distortions. Overall, the visual quality is good and coherent, though not exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a static, slightly elevated view of a worn magazine stack on a dark wooden surface, with visible aging details. However, key atmospheric and dynamic aspects are underrepresented: there is no evident supernatural ambiance, no pronounced tremor, and no dramatic page motion. The alignment is moderate: essential structural cues are present, but the intended mood and kinetic energy are not fully realized.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the stack sits stably on the surface, lighting and shadows behave consistently, and aging textures appear believable. There are no obvious physics violations. Some subtle inconsistencies in how the pages would respond to a disturbance exist, but they do not undermine overall coherence.\n\nOverall assessment:\nThe video demonstrates competent technical execution with moderate alignment to the prompt and solid physical consistency. It conveys basic realism but does not fully realize the atmospheric and kinetic potential described in the original vision.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "static, slightly high-angle close-up captures a stack of worn magazines, resting on the dark, polished wood of a dusty table. The top magazine, a vintage publication, features a faded, saturated cover and yellowed, dog-eared pages, tilted slightly relative to the magazines below. A warm, off-camera light source casts a focused pool of illumination, highlighting the fine layer of dust on the pages and casting the surrounding room into deep, blurred shadows, creating an atmosphere of tension and mystery. The scene is initially tranquil, but then suddenly disturbed as the stack begins to tremble, a low-frequency vibration at first almost imperceptible throughout. Then, the thin, fragile edges of the pages begin to ripple and flutter erratically, not from scratch, but as if stirred by an inner, unseen force. The trembling intensifies, causing the entire stack to vibrate more violently, individual pages colliding with each other in a silent, chaotic dance, suggesting architectural, supernatural presences.",
+ "seed": 10967,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_10/index_3632_seed_10967_dp_21_rank_42_sample_3_slot_1.mp4",
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+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.71875,
+ "video_score2_ta": 1.9765625,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 7.71875,
+ "avg": 7.7265625,
+ "reward_records": [
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+ "question": "static, slightly high-angle close-up captures a stack of worn magazines, resting on the dark, polished wood of a dusty table. The top magazine, a vintage publication, features a faded, saturated cover and yellowed, dog-eared pages, tilted slightly relative to the magazines below. A warm, off-camera light source casts a focused pool of illumination, highlighting the fine layer of dust on the pages and casting the surrounding room into deep, blurred shadows, creating an atmosphere of tension and mystery. The scene is initially tranquil, but then suddenly disturbed as the stack begins to tremble, a low-frequency vibration at first almost imperceptible throughout. Then, the thin, fragile edges of the pages begin to ripple and flutter erratically, not from scratch, but as if stirred by an inner, unseen force. The trembling intensifies, causing the entire stack to vibrate more violently, individual pages colliding with each other in a silent, chaotic dance, suggesting architectural, supernatural presences.",
+ "token_credit_reward": 7.71875,
+ "selected_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 static, slightly high-angle close-up of a stack of worn magazines on a dark, polished wooden surface. The top magazine is a vintage publication with a muted, saturated cover and yellowed, dog-eared pages that tilt slightly. A warm, off-camera light creates a focused illumination, highlighting dust on the pages and casting the surrounding room into deep shadows. The scene is initially tranquil but then disturbed by a low-frequency tremor, with pages rippling and fluttering as if stirred by an unseen force, intensifying into a chaotic, almost architectural movement suggestive of supernatural presence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate quality issues rather than extreme degradation. There is noticeable blur and some loss of detail, especially in the background, and occasional softness on the main subjects. The lighting remains warm and consistent, and there are no obvious distortions or color shifts. The sequence appears relatively stable with only minor frame-to-frame variation. Overall, the visual quality is mid-range, aligning with a score around 3.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a stack of worn magazines, a slightly elevated angle, warm lighting, and a sense of depth — and these are present throughout. However, key atmospheric and dynamic aspects described in the prompt are underrepresented: the supernatural ambiance, the dramatic page movements, and the progression toward a chaotic, almost architectural disturbance are not convincingly realized. The alignment is therefore moderate, corresponding to a score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships among objects (magazines resting on a surface, consistent lighting, and reasonable spatial arrangement). There are no glaring physical contradictions. Some subtle inconsistencies exist, such as minor irregularities in page textures and slight deviations in how the stack settles across frames, which prevent a higher realism rating. Overall, physical/common-sense consistency is acceptable but not strong, matching a score around 3.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.71875,
+ "TA": 1.9765625,
+ "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 static, slightly high-angle close-up of a stack of worn magazines on a dark, polished wooden surface. The top magazine is a vintage publication with a muted, saturated cover and yellowed, dog-eared pages that tilt slightly. A warm, off-camera light creates a focused illumination, highlighting dust on the pages and casting the surrounding room into deep shadows. The scene is initially tranquil but then disturbed by a low-frequency tremor, with pages rippling and fluttering as if stirred by an unseen force, intensifying into a chaotic, almost architectural movement suggestive of supernatural presence.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate quality issues rather than extreme degradation. There is noticeable blur and some loss of detail, especially in the background, and occasional softness on the main subjects. The lighting remains warm and consistent, and there are no obvious distortions or color shifts. The sequence appears relatively stable with only minor frame-to-frame variation. Overall, the visual quality is mid-range, aligning with a score around 3.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a stack of worn magazines, a slightly elevated angle, warm lighting, and a sense of depth — and these are present throughout. However, key atmospheric and dynamic aspects described in the prompt are underrepresented: the supernatural ambiance, the dramatic page movements, and the progression toward a chaotic, almost architectural disturbance are not convincingly realized. The alignment is therefore moderate, corresponding to a score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships among objects (magazines resting on a surface, consistent lighting, and reasonable spatial arrangement). There are no glaring physical contradictions. Some subtle inconsistencies exist, such as minor irregularities in page textures and slight deviations in how the stack settles across frames, which prevent a higher realism rating. Overall, physical/common-sense consistency is acceptable but not strong, matching a score around 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/rl_samples/0000123/group_11/index_tensor([7140, 7140])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_11/index_tensor([7140, 7140])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c31f52dcee240c58738e37c66f3e1e324634ee0
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_11/index_tensor([7140, 7140])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
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+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_11/index_7140_seed_22005_dp_22_rank_44_sample_0_slot_0.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a surreal, slow-motion orbit around a woman performing yoga in a lush garden at dawn. Key elements include a woman with long dark hair in a high ponytail, eyes closed with a serene expression, wearing a fitted long-sleeved heather-gray top and high-waisted dark teal leggings, in a side-bend pose with a deliberate arm extension. The scene should feature a slow circular camera path, a damp lawn, ferns, blooming rose bushes, warm golden light through misty leaves, and a shimmering bokeh effect. The overall mood is one of calm focus.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some motion blur, especially in the background. The lighting remains warm and golden, and the bokeh is present, though not exceptionally sharp. There are no major distortions or artifacts, and color grading stays consistent across frames. The sequence appears stable without abrupt jumps, but the overall crispness and fine detail are not at peak levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a woman with long dark hair in a high ponytail, wearing a fitted long-sleeved top and high-waisted leggings, performing a side-bend yoga pose, outdoors in a garden setting with a slow, orbiting camera path. The environment includes a damp lawn, ferns, and blooming rose bushes with warm golden light and a misty atmosphere. The pose, attire, and setting align well with the description, and the mood conveys calm focus. A minor deviation is that the eyes appear open rather than closed, which is a small mismatch relative to the prompt. Overall, the alignment remains high due to faithful representation of the core elements and atmosphere.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The pose reads as plausible and the outdoor lighting and environment support a believable scene. However, there are subtle cues that prevent a higher score: occasional stiffness in limb positioning, slight mismatches in weight distribution, and minor inconsistencies in how the clothing folds interact with movement. These factors keep the overall realism at a moderate level rather than exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.59375,
+ "TA": 3.59375,
+ "MQ": 3.09375,
+ "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 surreal, slow-motion orbit around a woman performing yoga in a lush garden at dawn. Key elements include a woman with long dark hair in a high ponytail, eyes closed with a serene expression, wearing a fitted long-sleeved heather-gray top and high-waisted dark teal leggings, in a side-bend pose with a deliberate arm extension. The scene should feature a slow circular camera path, a damp lawn, ferns, blooming rose bushes, warm golden light through misty leaves, and a shimmering bokeh effect. The overall mood is one of calm focus.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some motion blur, especially in the background. The lighting remains warm and golden, and the bokeh is present, though not exceptionally sharp. There are no major distortions or artifacts, and color grading stays consistent across frames. The sequence appears stable without abrupt jumps, but the overall crispness and fine detail are not at peak levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a woman with long dark hair in a high ponytail, wearing a fitted long-sleeved top and high-waisted leggings, performing a side-bend yoga pose, outdoors in a garden setting with a slow, orbiting camera path. The environment includes a damp lawn, ferns, and blooming rose bushes with warm golden light and a misty atmosphere. The pose, attire, and setting align well with the description, and the mood conveys calm focus. A minor deviation is that the eyes appear open rather than closed, which is a small mismatch relative to the prompt. Overall, the alignment remains high due to faithful representation of the core elements and atmosphere.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The pose reads as plausible and the outdoor lighting and environment support a believable scene. However, there are subtle cues that prevent a higher score: occasional stiffness in limb positioning, slight mismatches in weight distribution, and minor inconsistencies in how the clothing folds interact with movement. These factors keep the overall realism at a moderate level rather than exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot in a surreal style, this slow, orbiting medium shot smoothly orbits a woman going about her morning activities in a lush garden at dawn. She has long, dark brown hair, loosely tied in a high ponytail, with a few stray strands gently framing her face. Her eyes are gently closed, her expression serene and focused. She wears a fitted, long-sleeved heather-gray yoga top, the soft, breathable fabric subtly textured, paired with high-waisted, dark teal leggings. Her body gracefully stands in side bend; her right arm extends deliberately and fluidly upward and over her head, elongating her torso, while her left hand rests lightly on her hip. The entire pose maintains a steady, controlled grace. The camera's slow, circular path reveals the immersive environment: she stands barefoot on a manicured lawn, still damp with morning dew. The garden is filled with vibrant green ferns and blooming rose bushes with soft, pink and white petals. The first rays of warm, golden sunlight penetrate the light morning mist between the leaves of the tall, mature trees in the background, backlighting her body and capturing millions of tiny, shimmering dewdrops on the grass and leaves, creating a shimmering bokeh effect. The interplay of warm, low-angle light and cool, soft shadows creates a serene scene of profound calm and focus, and the camera movement enhances the contemplative and visually rich atmosphere.",
+ "seed": 22006,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_11/index_7140_seed_22006_dp_22_rank_44_sample_1_slot_1.mp4",
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+ "video_score2_overall": 9.9375,
+ "avg": 9.9375,
+ "reward_records": [
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+ "question": "Shot in a surreal style, this slow, orbiting medium shot smoothly orbits a woman going about her morning activities in a lush garden at dawn. She has long, dark brown hair, loosely tied in a high ponytail, with a few stray strands gently framing her face. Her eyes are gently closed, her expression serene and focused. She wears a fitted, long-sleeved heather-gray yoga top, the soft, breathable fabric subtly textured, paired with high-waisted, dark teal leggings. Her body gracefully stands in side bend; her right arm extends deliberately and fluidly upward and over her head, elongating her torso, while her left hand rests lightly on her hip. The entire pose maintains a steady, controlled grace. The camera's slow, circular path reveals the immersive environment: she stands barefoot on a manicured lawn, still damp with morning dew. The garden is filled with vibrant green ferns and blooming rose bushes with soft, pink and white petals. The first rays of warm, golden sunlight penetrate the light morning mist between the leaves of the tall, mature trees in the background, backlighting her body and capturing millions of tiny, shimmering dewdrops on the grass and leaves, creating a shimmering bokeh effect. The interplay of warm, low-angle light and cool, soft shadows creates a serene scene of profound calm and focus, and the camera movement enhances the contemplative and visually rich atmosphere.",
+ "token_credit_reward": 9.9375,
+ "selected_reward": 9.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a surreal, slow-motion orbit around a woman performing a side bend in a lush garden at dawn. The scene features long dark hair in a high ponytail with loose strands framing the face, eyes closed, a serene focused expression, a fitted long-sleeved heather-gray top, and high-waisted dark teal leggings. The pose is a deliberate, controlled side bend, with the right arm extended overhead and the left hand resting on the hip. The camera moves slowly in a gentle orbit, revealing a garden with ferns, blooming rose bushes, and warm golden light filtering through misty leaves, creating a shimmering bokeh and a serene, contemplative mood.\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 foliage. The lighting remains warm and atmospheric, with a pleasant golden tone, yet fine details are not consistently crisp. The sequence appears stable with no major distortions or artifacts, though the overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a woman in a side-bend posture, wearing a gray top and dark leggings, in a garden setting with dawn-like lighting and a slow orbiting camera. Hair length and styling are generally consistent with the description, and the pose conveys controlled grace. A minor deviation is that the eyes appear open rather than closed in the frames, which slightly reduces fidelity to the prompt. Despite this, the overall composition, mood, and movement align well with the intended scene.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The anatomy and motion appear plausible for a side bend, with natural proportions and believable interaction with the environment. There are no obvious anatomical distortions, and the pose reads as physically feasible. However, given the static-frame assessment, subtle timing or dynamic aspects could introduce minor inconsistencies when viewed in motion, preventing a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.6875,
+ "MQ": 3.203125,
+ "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 surreal, slow-motion orbit around a woman performing a side bend in a lush garden at dawn. The scene features long dark hair in a high ponytail with loose strands framing the face, eyes closed, a serene focused expression, a fitted long-sleeved heather-gray top, and high-waisted dark teal leggings. The pose is a deliberate, controlled side bend, with the right arm extended overhead and the left hand resting on the hip. The camera moves slowly in a gentle orbit, revealing a garden with ferns, blooming rose bushes, and warm golden light filtering through misty leaves, creating a shimmering bokeh and a serene, contemplative mood.\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 foliage. The lighting remains warm and atmospheric, with a pleasant golden tone, yet fine details are not consistently crisp. The sequence appears stable with no major distortions or artifacts, though the overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a woman in a side-bend posture, wearing a gray top and dark leggings, in a garden setting with dawn-like lighting and a slow orbiting camera. Hair length and styling are generally consistent with the description, and the pose conveys controlled grace. A minor deviation is that the eyes appear open rather than closed in the frames, which slightly reduces fidelity to the prompt. Despite this, the overall composition, mood, and movement align well with the intended scene.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The anatomy and motion appear plausible for a side bend, with natural proportions and believable interaction with the environment. There are no obvious anatomical distortions, and the pose reads as physically feasible. However, given the static-frame assessment, subtle timing or dynamic aspects could introduce minor inconsistencies when viewed in motion, preventing a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
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+ {
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+ "seed": 22007,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_11/index_7140_seed_22007_dp_23_rank_46_sample_2_slot_0.mp4",
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+ "video_score2_overall": 9.5625,
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+ "token_credit_reward": 9.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a surreal, slow-motion orbit around a woman performing a side-bend yoga pose in a lush garden at dawn. The scene features a serene, focused expression, long dark hair in a high ponytail, a fitted gray top and teal leggings, bare feet on a dewy lawn, and a garden with ferns and rose bushes bathed in warm, golden light through misty leaves. The camera moves slowly in a gentle orbit to reveal the environment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur that reduces sharpness. Lighting remains warm and atmospheric, and the golden-hour mood is conveyed, though there are minor inconsistencies in exposure across frames. The bokeh and depth cues are present but not consistently pronounced. The sequence remains coherent, with no major distortions or abrupt changes, but it does not reach high-fidelity clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a woman in a side-bend yoga pose, wearing a gray top and teal leggings, in a garden setting with dawn lighting and a slow orbiting camera. Hair pulled back, eyes closed or nearly so, and a tranquil expression are evident. A few details such as exact fabric texture visibility and precise dew presence are less certain, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The pose appears plausible and the interaction with the ground looks believable, with natural proportions and a controlled movement. However, there are minor ambiguities in weight distribution and subtle limb geometry due to the stylized rendering, which prevents a higher level of confidence in perfect anatomical 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": 2.703125,
+ "TA": 3.75,
+ "MQ": 3.125,
+ "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 surreal, slow-motion orbit around a woman performing a side-bend yoga pose in a lush garden at dawn. The scene features a serene, focused expression, long dark hair in a high ponytail, a fitted gray top and teal leggings, bare feet on a dewy lawn, and a garden with ferns and rose bushes bathed in warm, golden light through misty leaves. The camera moves slowly in a gentle orbit to reveal the environment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur that reduces sharpness. Lighting remains warm and atmospheric, and the golden-hour mood is conveyed, though there are minor inconsistencies in exposure across frames. The bokeh and depth cues are present but not consistently pronounced. The sequence remains coherent, with no major distortions or abrupt changes, but it does not reach high-fidelity clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a woman in a side-bend yoga pose, wearing a gray top and teal leggings, in a garden setting with dawn lighting and a slow orbiting camera. Hair pulled back, eyes closed or nearly so, and a tranquil expression are evident. A few details such as exact fabric texture visibility and precise dew presence are less certain, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The pose appears plausible and the interaction with the ground looks believable, with natural proportions and a controlled movement. However, there are minor ambiguities in weight distribution and subtle limb geometry due to the stylized rendering, which prevents a higher level of confidence in perfect anatomical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot in a surreal style, this slow, orbiting medium shot smoothly orbits a woman going about her morning activities in a lush garden at dawn. She has long, dark brown hair, loosely tied in a high ponytail, with a few stray strands gently framing her face. Her eyes are gently closed, her expression serene and focused. She wears a fitted, long-sleeved heather-gray yoga top, the soft, breathable fabric subtly textured, paired with high-waisted, dark teal leggings. Her body gracefully stands in side bend; her right arm extends deliberately and fluidly upward and over her head, elongating her torso, while her left hand rests lightly on her hip. The entire pose maintains a steady, controlled grace. The camera's slow, circular path reveals the immersive environment: she stands barefoot on a manicured lawn, still damp with morning dew. The garden is filled with vibrant green ferns and blooming rose bushes with soft, pink and white petals. The first rays of warm, golden sunlight penetrate the light morning mist between the leaves of the tall, mature trees in the background, backlighting her body and capturing millions of tiny, shimmering dewdrops on the grass and leaves, creating a shimmering bokeh effect. The interplay of warm, low-angle light and cool, soft shadows creates a serene scene of profound calm and focus, and the camera movement enhances the contemplative and visually rich atmosphere.",
+ "seed": 22008,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_11/index_7140_seed_22008_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": 2.78125,
+ "video_score2_ta": 3.90625,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 9.75,
+ "avg": 9.75,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Shot in a surreal style, this slow, orbiting medium shot smoothly orbits a woman going about her morning activities in a lush garden at dawn. She has long, dark brown hair, loosely tied in a high ponytail, with a few stray strands gently framing her face. Her eyes are gently closed, her expression serene and focused. She wears a fitted, long-sleeved heather-gray yoga top, the soft, breathable fabric subtly textured, paired with high-waisted, dark teal leggings. Her body gracefully stands in side bend; her right arm extends deliberately and fluidly upward and over her head, elongating her torso, while her left hand rests lightly on her hip. The entire pose maintains a steady, controlled grace. The camera's slow, circular path reveals the immersive environment: she stands barefoot on a manicured lawn, still damp with morning dew. The garden is filled with vibrant green ferns and blooming rose bushes with soft, pink and white petals. The first rays of warm, golden sunlight penetrate the light morning mist between the leaves of the tall, mature trees in the background, backlighting her body and capturing millions of tiny, shimmering dewdrops on the grass and leaves, creating a shimmering bokeh effect. The interplay of warm, low-angle light and cool, soft shadows creates a serene scene of profound calm and focus, and the camera movement enhances the contemplative and visually rich atmosphere.",
+ "token_credit_reward": 9.75,
+ "selected_reward": 9.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a surreal, slow-motion orbit around a woman performing a side-bend yoga pose in a lush garden at dawn. The scene features long dark hair in a high ponytail, eyes closed, a serene focused expression, a fitted long-sleeved heather-gray top, and high-waisted dark teal leggings. The pose is a graceful side bend with the right arm extended overhead and the left hand resting on the hip. The camera moves slowly in a circular path to reveal a dewy lawn, ferns, blooming rose bushes, and warm golden light filtering through misty leaves, creating a shimmering bokeh and a serene, contemplative mood.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the background. The lighting is warm and atmospheric, yet fine details are not consistently crisp. There are no major distortions or artifacts, and color grading remains cohesive across frames, though overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: a woman in a side-bend yoga pose, long dark hair in a high ponytail, eyes closed, serene focused expression, and the described clothing. The garden setting with ferns and blooming rose bushes, the slow circular camera movement, and the golden light through misty leaves are well represented. A few minor deviations exist, such as slight variations in exact pose alignment and timing of the orbit, 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 pose appears plausible and the interaction with the environment feels coherent, with natural lighting and spatial relationships. However, there are subtle inconsistencies in motion dynamics and environmental interaction that prevent a higher score, though nothing is grossly implausible.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.78125,
+ "TA": 3.90625,
+ "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 surreal, slow-motion orbit around a woman performing a side-bend yoga pose in a lush garden at dawn. The scene features long dark hair in a high ponytail, eyes closed, a serene focused expression, a fitted long-sleeved heather-gray top, and high-waisted dark teal leggings. The pose is a graceful side bend with the right arm extended overhead and the left hand resting on the hip. The camera moves slowly in a circular path to reveal a dewy lawn, ferns, blooming rose bushes, and warm golden light filtering through misty leaves, creating a shimmering bokeh and a serene, contemplative mood.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the background. The lighting is warm and atmospheric, yet fine details are not consistently crisp. There are no major distortions or artifacts, and color grading remains cohesive across frames, though overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: a woman in a side-bend yoga pose, long dark hair in a high ponytail, eyes closed, serene focused expression, and the described clothing. The garden setting with ferns and blooming rose bushes, the slow circular camera movement, and the golden light through misty leaves are well represented. A few minor deviations exist, such as slight variations in exact pose alignment and timing of the orbit, 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 pose appears plausible and the interaction with the environment feels coherent, with natural lighting and spatial relationships. However, there are subtle inconsistencies in motion dynamics and environmental interaction that prevent a higher score, though nothing is grossly implausible.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_12/index_tensor([288, 288])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_12/index_tensor([288, 288])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..efbe2c8ae9f700297660f24ef1d0382f1883a886
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_12/index_tensor([288, 288])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "dynamic, medium-length tracking shot smoothly follows a handsome young wizard as he effortlessly soars through the air. Rendered in vibrant and expressive Disney Pixar style, the wizard features windswept auburn hair and a joyful, confident expression. His opulent, magical costume is a masterpiece of detail: a deep sapphire velvet coat, its ornate high collar and cufflinks adorned with shimmering, iridescent peacock and phoenix feathers that catch the light. Delicate, luminous silver embroidery swirls across the fabric, pulsing with gentle energy. He sails through the air with balletic grace, his body in a gentle arc, one arm extended as if guiding his path, the feathers of his coat fluttering behind him like a silk banner. Below, a whimsical, rolling landscape unfolds, its hills of impossibly soft emerald green lawn dotted with oversized bioluminescent mushrooms and trees with spiraling trunks and cotton-candy pink leaves. The entire scene is bathed in the warm, soft light of the magical golden hour, creating long, soft shadows and making the dewdrops on the dreamy plants shimmer, evoking a profound sense of wonder, freedom, and pure animated magic.",
+ "seed": 17070,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_12/index_288_seed_17070_dp_24_rank_48_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.796875,
+ "video_score2_ta": 3.671875,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 9.375,
+ "avg": 9.359375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dynamic, medium-length tracking shot smoothly follows a handsome young wizard as he effortlessly soars through the air. Rendered in vibrant and expressive Disney Pixar style, the wizard features windswept auburn hair and a joyful, confident expression. His opulent, magical costume is a masterpiece of detail: a deep sapphire velvet coat, its ornate high collar and cufflinks adorned with shimmering, iridescent peacock and phoenix feathers that catch the light. Delicate, luminous silver embroidery swirls across the fabric, pulsing with gentle energy. He sails through the air with balletic grace, his body in a gentle arc, one arm extended as if guiding his path, the feathers of his coat fluttering behind him like a silk banner. Below, a whimsical, rolling landscape unfolds, its hills of impossibly soft emerald green lawn dotted with oversized bioluminescent mushrooms and trees with spiraling trunks and cotton-candy pink leaves. The entire scene is bathed in the warm, soft light of the magical golden hour, creating long, soft shadows and making the dewdrops on the dreamy plants shimmer, evoking a profound sense of wonder, freedom, and pure animated magic.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, medium-length tracking shot following a handsome young wizard who soars through the air. It envisions a Disney-Pixar inspired rendering with windswept auburn hair, a joyful confident expression, an opulent magical costume with a deep sapphire velvet coat, ornate high collar and cufflinks adorned with shimmering iridescent feathers, delicate luminous silver embroidery, and a graceful flight arc with feathers fluttering like a silk banner. The scene should include a whimsical rolling landscape with emerald hills, oversized bioluminescent mushrooms, trees with spiraling trunks and cotton candy pink leaves, warm golden hour lighting, long soft shadows, and dewdrops on plants.\n\nVisual Quality Analysis:\nThe overall visual quality is moderate. The frames show decent resolution and clear character details, but there are occasional minor artifacts and slight inconsistencies in shading or edge definition. The animation remains coherent and the character design stays recognizable, yet some frames exhibit mild motion blur or color fringing under the magical lighting. The background elements are present but not always rendered with the same polish as the foreground, resulting in a mid-range impression rather than a pristine high end look.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall. The video captures the core elements such as a young wizard, a Disney-Pixar inspired aesthetic, windswept hair, a joyful expression, and a blue ornate costume with feather details. The scene conveys a magical atmosphere and includes whimsical landscape cues. However a few nuanced aspects such as the exact arc of flight, the precise interaction between the character and the environment, and the depth of certain background features are not perfectly matched. Despite these minor deviations, the overall alignment remains high and faithful to the prompt.\n\nPhysical Consistency (Common-sense):\nThe sequence maintains plausible fantasy physics within a stylized context. The character’s pose during flight reads as balanced and controlled, and the costume elements respond plausibly to movement. Lighting and shadows support the magical setting without breaking internal logic. There are occasional small inconsistencies in timing or environmental interaction that prevent a perfect score, but they do not undermine 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": {
+ "VQ": 2.796875,
+ "TA": 3.671875,
+ "MQ": 2.890625,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, medium-length tracking shot following a handsome young wizard who soars through the air. It envisions a Disney-Pixar inspired rendering with windswept auburn hair, a joyful confident expression, an opulent magical costume with a deep sapphire velvet coat, ornate high collar and cufflinks adorned with shimmering iridescent feathers, delicate luminous silver embroidery, and a graceful flight arc with feathers fluttering like a silk banner. The scene should include a whimsical rolling landscape with emerald hills, oversized bioluminescent mushrooms, trees with spiraling trunks and cotton candy pink leaves, warm golden hour lighting, long soft shadows, and dewdrops on plants.\n\nVisual Quality Analysis:\nThe overall visual quality is moderate. The frames show decent resolution and clear character details, but there are occasional minor artifacts and slight inconsistencies in shading or edge definition. The animation remains coherent and the character design stays recognizable, yet some frames exhibit mild motion blur or color fringing under the magical lighting. The background elements are present but not always rendered with the same polish as the foreground, resulting in a mid-range impression rather than a pristine high end look.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall. The video captures the core elements such as a young wizard, a Disney-Pixar inspired aesthetic, windswept hair, a joyful expression, and a blue ornate costume with feather details. The scene conveys a magical atmosphere and includes whimsical landscape cues. However a few nuanced aspects such as the exact arc of flight, the precise interaction between the character and the environment, and the depth of certain background features are not perfectly matched. Despite these minor deviations, the overall alignment remains high and faithful to the prompt.\n\nPhysical Consistency (Common-sense):\nThe sequence maintains plausible fantasy physics within a stylized context. The character’s pose during flight reads as balanced and controlled, and the costume elements respond plausibly to movement. Lighting and shadows support the magical setting without breaking internal logic. There are occasional small inconsistencies in timing or environmental interaction that prevent a perfect score, but they do not undermine 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"
+ ]
+ },
+ {
+ "prompt": "dynamic, medium-length tracking shot smoothly follows a handsome young wizard as he effortlessly soars through the air. Rendered in vibrant and expressive Disney Pixar style, the wizard features windswept auburn hair and a joyful, confident expression. His opulent, magical costume is a masterpiece of detail: a deep sapphire velvet coat, its ornate high collar and cufflinks adorned with shimmering, iridescent peacock and phoenix feathers that catch the light. Delicate, luminous silver embroidery swirls across the fabric, pulsing with gentle energy. He sails through the air with balletic grace, his body in a gentle arc, one arm extended as if guiding his path, the feathers of his coat fluttering behind him like a silk banner. Below, a whimsical, rolling landscape unfolds, its hills of impossibly soft emerald green lawn dotted with oversized bioluminescent mushrooms and trees with spiraling trunks and cotton-candy pink leaves. The entire scene is bathed in the warm, soft light of the magical golden hour, creating long, soft shadows and making the dewdrops on the dreamy plants shimmer, evoking a profound sense of wonder, freedom, and pure animated magic.",
+ "seed": 17071,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_12/index_288_seed_17071_dp_24_rank_48_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_ta": 3.84375,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 9.625,
+ "avg": 9.671875,
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+ "question": "dynamic, medium-length tracking shot smoothly follows a handsome young wizard as he effortlessly soars through the air. Rendered in vibrant and expressive Disney Pixar style, the wizard features windswept auburn hair and a joyful, confident expression. His opulent, magical costume is a masterpiece of detail: a deep sapphire velvet coat, its ornate high collar and cufflinks adorned with shimmering, iridescent peacock and phoenix feathers that catch the light. Delicate, luminous silver embroidery swirls across the fabric, pulsing with gentle energy. He sails through the air with balletic grace, his body in a gentle arc, one arm extended as if guiding his path, the feathers of his coat fluttering behind him like a silk banner. Below, a whimsical, rolling landscape unfolds, its hills of impossibly soft emerald green lawn dotted with oversized bioluminescent mushrooms and trees with spiraling trunks and cotton-candy pink leaves. The entire scene is bathed in the warm, soft light of the magical golden hour, creating long, soft shadows and making the dewdrops on the dreamy plants shimmer, evoking a profound sense of wonder, freedom, and pure animated magic.",
+ "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. 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, medium-length tracking shot following a handsome young wizard as he soars through the air. It envisions a Disney-Pixar inspired rendering with windswept auburn hair, a joyful expression, and an elaborate deep sapphire velvet coat with ornate details. The scene should include a whimsical landscape with rolling hills, oversized bioluminescent mushrooms, trees with spiraling trunks and cotton candy pink leaves, all bathed in warm golden hour light.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear character definition, but there are noticeable issues that prevent a higher rating. Occasional motion blur during flight sequences and some minor artifacting reduce sharpness. Color saturation remains strong and the lighting conveys a warm magical atmosphere, yet these positives do not fully compensate for the mid-level fidelity observed across the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young wizard in flight, a Disney-Pixar inspired aesthetic, windswept hair, a joyful expression, and a richly detailed deep sapphire velvet coat with ornate patterns. The whimsical landscape with rolling hills, oversized mushrooms, and pink leaves is present, and the warm golden hour lighting is evident. Some minor deviations exist in exact pose dynamics or accessory placement, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The flight pose reads as plausible within a fantasy context, and the environment supports the magical setting. However, there are occasional inconsistencies in motion dynamics and subtle interactions between the character and wind or fabric movement that prevent a higher level of realism or strict internal logic.\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": {
+ "VQ": 2.859375,
+ "TA": 3.84375,
+ "MQ": 2.96875,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dynamic, medium-length tracking shot following a handsome young wizard as he soars through the air. It envisions a Disney-Pixar inspired rendering with windswept auburn hair, a joyful expression, and an elaborate deep sapphire velvet coat with ornate details. The scene should include a whimsical landscape with rolling hills, oversized bioluminescent mushrooms, trees with spiraling trunks and cotton candy pink leaves, all bathed in warm golden hour light.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear character definition, but there are noticeable issues that prevent a higher rating. Occasional motion blur during flight sequences and some minor artifacting reduce sharpness. Color saturation remains strong and the lighting conveys a warm magical atmosphere, yet these positives do not fully compensate for the mid-level fidelity observed across the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young wizard in flight, a Disney-Pixar inspired aesthetic, windswept hair, a joyful expression, and a richly detailed deep sapphire velvet coat with ornate patterns. The whimsical landscape with rolling hills, oversized mushrooms, and pink leaves is present, and the warm golden hour lighting is evident. Some minor deviations exist in exact pose dynamics or accessory placement, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The flight pose reads as plausible within a fantasy context, and the environment supports the magical setting. However, there are occasional inconsistencies in motion dynamics and subtle interactions between the character and wind or fabric movement that prevent a higher level of realism or strict internal logic.\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": 17072,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_12/index_288_seed_17072_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": 3.6875,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 9.5,
+ "avg": 9.515625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic, medium-length tracking shot smoothly follows a handsome young wizard as he effortlessly soars through the air. Rendered in vibrant and expressive Disney Pixar style, the wizard features windswept auburn hair and a joyful, confident expression. His opulent, magical costume is a masterpiece of detail: a deep sapphire velvet coat, its ornate high collar and cufflinks adorned with shimmering, iridescent peacock and phoenix feathers that catch the light. Delicate, luminous silver embroidery swirls across the fabric, pulsing with gentle energy. He sails through the air with balletic grace, his body in a gentle arc, one arm extended as if guiding his path, the feathers of his coat fluttering behind him like a silk banner. Below, a whimsical, rolling landscape unfolds, its hills of impossibly soft emerald green lawn dotted with oversized bioluminescent mushrooms and trees with spiraling trunks and cotton-candy pink leaves. The entire scene is bathed in the warm, soft light of the magical golden hour, creating long, soft shadows and making the dewdrops on the dreamy plants shimmer, evoking a profound sense of wonder, freedom, and pure animated magic.",
+ "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 dynamic, medium-length tracking shot following a handsome young wizard who is soaring through the air. It envisions a vibrant Disney-Pixar style with windswept auburn hair, a joyful expression, and an opulent, magical costume featuring a deep sapphire velvet coat with ornate high collar and cufflinks adorned with shimmering, iridescent feathers. The scene should include delicate, luminous silver embroidery, a gentle arc flight, one arm extended, feathers fluttering behind like a silk banner, a whimsical rolling landscape with emerald hills, oversized bioluminescent mushrooms, trees with spiraling trunks and cotton-candy pink leaves, warm golden-hour lighting, long soft shadows, and dewdrops on plants. The overall intent is a profound sense of wonder, freedom, and pure animated magic.\n\nVisual Quality Assessment:\nThe visuals are acceptable but not outstanding. The rendering is coherent and the character design aligns with a Disney-Pixar-like aesthetic, with clear silhouettes and readable expressions. However, there are occasional minor artifacts and slight inconsistencies in shading or motion that prevent a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a young male character, a fantasy setting, and a magical vibe — and conveys a sense of flight. However, key details are underrepresented: the wind-swept hair effect is limited, the ornate costume details are not clearly visible, and the specific features such as the sapphire velvet coat, the iridescent feathers, and the delicate silver embroidery are not distinctly rendered. The alignment is fair but not strong, reflecting a moderate level of fidelity to the prompt (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic internal coherence: the character’s pose suggests controlled flight, and the environment supports a fantastical context. Yet some aspects feel slightly contrived or inconsistently integrated, which reduces the perceived physical plausibility. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.9375,
+ "TA": 3.6875,
+ "MQ": 2.890625,
+ "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 dynamic, medium-length tracking shot following a handsome young wizard who is soaring through the air. It envisions a vibrant Disney-Pixar style with windswept auburn hair, a joyful expression, and an opulent, magical costume featuring a deep sapphire velvet coat with ornate high collar and cufflinks adorned with shimmering, iridescent feathers. The scene should include delicate, luminous silver embroidery, a gentle arc flight, one arm extended, feathers fluttering behind like a silk banner, a whimsical rolling landscape with emerald hills, oversized bioluminescent mushrooms, trees with spiraling trunks and cotton-candy pink leaves, warm golden-hour lighting, long soft shadows, and dewdrops on plants. The overall intent is a profound sense of wonder, freedom, and pure animated magic.\n\nVisual Quality Assessment:\nThe visuals are acceptable but not outstanding. The rendering is coherent and the character design aligns with a Disney-Pixar-like aesthetic, with clear silhouettes and readable expressions. However, there are occasional minor artifacts and slight inconsistencies in shading or motion that prevent a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a young male character, a fantasy setting, and a magical vibe — and conveys a sense of flight. However, key details are underrepresented: the wind-swept hair effect is limited, the ornate costume details are not clearly visible, and the specific features such as the sapphire velvet coat, the iridescent feathers, and the delicate silver embroidery are not distinctly rendered. The alignment is fair but not strong, reflecting a moderate level of fidelity to the prompt (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic internal coherence: the character’s pose suggests controlled flight, and the environment supports a fantastical context. Yet some aspects feel slightly contrived or inconsistently integrated, which reduces the perceived physical plausibility. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic, medium-length tracking shot smoothly follows a handsome young wizard as he effortlessly soars through the air. Rendered in vibrant and expressive Disney Pixar style, the wizard features windswept auburn hair and a joyful, confident expression. His opulent, magical costume is a masterpiece of detail: a deep sapphire velvet coat, its ornate high collar and cufflinks adorned with shimmering, iridescent peacock and phoenix feathers that catch the light. Delicate, luminous silver embroidery swirls across the fabric, pulsing with gentle energy. He sails through the air with balletic grace, his body in a gentle arc, one arm extended as if guiding his path, the feathers of his coat fluttering behind him like a silk banner. Below, a whimsical, rolling landscape unfolds, its hills of impossibly soft emerald green lawn dotted with oversized bioluminescent mushrooms and trees with spiraling trunks and cotton-candy pink leaves. The entire scene is bathed in the warm, soft light of the magical golden hour, creating long, soft shadows and making the dewdrops on the dreamy plants shimmer, evoking a profound sense of wonder, freedom, and pure animated magic.",
+ "seed": 17073,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_12/index_288_seed_17073_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_ta": 3.84375,
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+ "video_score2_overall": 9.5625,
+ "avg": 9.5625,
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+ "question": "dynamic, medium-length tracking shot smoothly follows a handsome young wizard as he effortlessly soars through the air. Rendered in vibrant and expressive Disney Pixar style, the wizard features windswept auburn hair and a joyful, confident expression. His opulent, magical costume is a masterpiece of detail: a deep sapphire velvet coat, its ornate high collar and cufflinks adorned with shimmering, iridescent peacock and phoenix feathers that catch the light. Delicate, luminous silver embroidery swirls across the fabric, pulsing with gentle energy. He sails through the air with balletic grace, his body in a gentle arc, one arm extended as if guiding his path, the feathers of his coat fluttering behind him like a silk banner. Below, a whimsical, rolling landscape unfolds, its hills of impossibly soft emerald green lawn dotted with oversized bioluminescent mushrooms and trees with spiraling trunks and cotton-candy pink leaves. The entire scene is bathed in the warm, soft light of the magical golden hour, creating long, soft shadows and making the dewdrops on the dreamy plants shimmer, evoking a profound sense of wonder, freedom, and pure animated magic.",
+ "token_credit_reward": 9.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic, medium-length tracking shot following a handsome young wizard who soars through the air. The scene features windswept auburn hair, a joyful expression, and a detailed, ornate costume with shimmering feathers and delicate embroidery. The character glides with balletic grace, set against a whimsical landscape with oversized bioluminescent mushrooms and dreamy plants bathed in warm, magical light.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character and environment, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The animation remains coherent and the character design stays consistent across frames, though not flawless.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The major elements are present: the handsome young wizard, the dynamic flight pose, the Disney-Pixar inspired aesthetic, windswept hair, joyful expression, and the elaborate costume with feathers and embroidery. The scene conveys the intended mood and setting, with only minor deviations in some fine details that do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The flight pose reads as plausible within a fantasy context, and the costume dynamics align with motion. However, there are subtle inconsistencies in weight transfer and fabric behavior during motion that prevent a higher score. The scene maintains internal coherence, but some micro-physics cues could be improved.\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": 2.796875,
+ "TA": 3.84375,
+ "MQ": 2.921875,
+ "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 dynamic, medium-length tracking shot following a handsome young wizard who soars through the air. The scene features windswept auburn hair, a joyful expression, and a detailed, ornate costume with shimmering feathers and delicate embroidery. The character glides with balletic grace, set against a whimsical landscape with oversized bioluminescent mushrooms and dreamy plants bathed in warm, magical light.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character and environment, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The animation remains coherent and the character design stays consistent across frames, though not flawless.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The major elements are present: the handsome young wizard, the dynamic flight pose, the Disney-Pixar inspired aesthetic, windswept hair, joyful expression, and the elaborate costume with feathers and embroidery. The scene conveys the intended mood and setting, with only minor deviations in some fine details that do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The flight pose reads as plausible within a fantasy context, and the costume dynamics align with motion. However, there are subtle inconsistencies in weight transfer and fabric behavior during motion that prevent a higher score. The scene maintains internal coherence, but some micro-physics cues could be improved.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_13/index_tensor([9788, 9788])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_13/index_tensor([9788, 9788])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe7bd893e86c5792ee56a9628ae7fcbdc842a97e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_13/index_tensor([9788, 9788])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 17705,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_13/index_9788_seed_17705_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": 3.296875,
+ "video_score2_ta": 3.0,
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+ "video_score2_overall": 9.4375,
+ "avg": 9.421875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "cinematic, high-angle macro lens, positioned almost directly overhead, remains static, capturing mesmerizing detail as a thick, syrupy stream of raw, honey-gold motor oil pours from an unseen source onto a black, matte, textured metal surface coated with a fine, dark gray industrial grime. The viscous, translucent liquid strikes contact not with a splash but with a heavy, deliberate weight, immediately beginning to carve intricate, river-like channels through the powdery soot. The golden oil flows slowly and relentlessly outward, its leading edge pushing aside the grime to reveal the clean, dark surface beneath, creating a mesmerizing, branching pattern of glowing, flowing tendrils. A single, focused light source from the side casts a warm, dramatic glow, creating brilliant, lustrous highlights that glide across the oil's undulating surface and cast deep, micro-shadows, emphasizing the textures of the displaced grime. The scene, dominated by high-contrast gold and deep charcoal colors, creates a hypnotic and beautiful abstract atmosphere that finds elegance in industrial process.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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, high-angle macro shot of thick, syrupy golden liquid (motor oil) pouring onto a dark, textured metal surface with industrial grime. It envisions the liquid carving intricate, river-like channels through the grime, with a single focused light source producing warm highlights and deep shadows, resulting in a high-contrast, mesmerizing industrial aesthetic.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the liquid and surface, with convincing golden reflections and controlled lighting. However, there are occasional minor artifacts and slight inconsistencies in motion continuity between frames, which prevent a higher rating. The sequence remains coherent and visually engaging, but not flawless.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a high-angle macro perspective, a thick golden stream, a dark textured surface with grime, and a single light source creating warm highlights and shadows. The depiction of intricate channel patterns and the dynamic interaction between liquid and surface are well represented. Some very specific details from the prompt (e.g., an explicit unseen source of the stream or the emergence of a completely clean dark surface) are not fully realized, but these gaps do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The liquid’s viscosity and pour appear plausible, and the interaction with the surface yields believable patterns and displacement. Lighting and shadows support the scene’s realism. A few micro-physics cues could be refined, but the overall behavior remains credible within the depicted scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.0,
+ "MQ": 3.125,
+ "Overall": 9.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, high-angle macro shot of thick, syrupy golden liquid (motor oil) pouring onto a dark, textured metal surface with industrial grime. It envisions the liquid carving intricate, river-like channels through the grime, with a single focused light source producing warm highlights and deep shadows, resulting in a high-contrast, mesmerizing industrial aesthetic.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the liquid and surface, with convincing golden reflections and controlled lighting. However, there are occasional minor artifacts and slight inconsistencies in motion continuity between frames, which prevent a higher rating. The sequence remains coherent and visually engaging, but not flawless.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a high-angle macro perspective, a thick golden stream, a dark textured surface with grime, and a single light source creating warm highlights and shadows. The depiction of intricate channel patterns and the dynamic interaction between liquid and surface are well represented. Some very specific details from the prompt (e.g., an explicit unseen source of the stream or the emergence of a completely clean dark surface) are not fully realized, but these gaps do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The liquid’s viscosity and pour appear plausible, and the interaction with the surface yields believable patterns and displacement. Lighting and shadows support the scene’s realism. A few micro-physics cues could be refined, but the overall behavior remains credible within the depicted scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic, high-angle macro lens, positioned almost directly overhead, remains static, capturing mesmerizing detail as a thick, syrupy stream of raw, honey-gold motor oil pours from an unseen source onto a black, matte, textured metal surface coated with a fine, dark gray industrial grime. The viscous, translucent liquid strikes contact not with a splash but with a heavy, deliberate weight, immediately beginning to carve intricate, river-like channels through the powdery soot. The golden oil flows slowly and relentlessly outward, its leading edge pushing aside the grime to reveal the clean, dark surface beneath, creating a mesmerizing, branching pattern of glowing, flowing tendrils. A single, focused light source from the side casts a warm, dramatic glow, creating brilliant, lustrous highlights that glide across the oil's undulating surface and cast deep, micro-shadows, emphasizing the textures of the displaced grime. The scene, dominated by high-contrast gold and deep charcoal colors, creates a hypnotic and beautiful abstract atmosphere that finds elegance in industrial process.",
+ "seed": 17706,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_13/index_9788_seed_17706_dp_26_rank_52_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.265625,
+ "video_score2_ta": 2.90625,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 9.3125,
+ "avg": 9.296875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "cinematic, high-angle macro lens, positioned almost directly overhead, remains static, capturing mesmerizing detail as a thick, syrupy stream of raw, honey-gold motor oil pours from an unseen source onto a black, matte, textured metal surface coated with a fine, dark gray industrial grime. The viscous, translucent liquid strikes contact not with a splash but with a heavy, deliberate weight, immediately beginning to carve intricate, river-like channels through the powdery soot. The golden oil flows slowly and relentlessly outward, its leading edge pushing aside the grime to reveal the clean, dark surface beneath, creating a mesmerizing, branching pattern of glowing, flowing tendrils. A single, focused light source from the side casts a warm, dramatic glow, creating brilliant, lustrous highlights that glide across the oil's undulating surface and cast deep, micro-shadows, emphasizing the textures of the displaced grime. The scene, dominated by high-contrast gold and deep charcoal colors, creates a hypnotic and beautiful abstract atmosphere that finds elegance in industrial process.",
+ "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 cinematic, high-angle macro shot of a thick, syrupy stream of raw, honey-gold motor oil pouring from an unseen source onto a black, matte, textured metal surface with industrial grime. It envisions the oil carving intricate, river-like channels through the grime, a single focused light source casting a warm glow, and a mesmerizing interplay of highlights and shadows. The overall mood is industrial and artistic, with a strong emphasis on texture and motion.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the oil stream and surface interactions, with warm lighting and convincing reflections. However, there are occasional minor artifacts and slight inconsistencies in frame-to-frame smoothness, preventing a higher rating. The imagery remains coherent and visually engaging, but not flawless.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: a high-angle macro perspective, a thick golden stream, a dark textured surface with grime, and visible interaction between the oil and the substrate. The lighting and contrast support the intended atmosphere, and the overall composition aligns well with the described scene. Some dynamic details, such as continuous channel carving and the emergence of a clean surface, are present but not fully realized throughout the sequence, leaving room for improvement while maintaining solid fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The viscosity and surface interactions appear plausible, with believable flow dynamics and light reflections. Nonetheless, certain aspects—such as the exact interaction points and the evolution of surface patterns over time—do not always align perfectly with real-world expectations, indicating some simplifications or idealizations in the rendering.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.265625,
+ "TA": 2.90625,
+ "MQ": 3.125,
+ "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 cinematic, high-angle macro shot of a thick, syrupy stream of raw, honey-gold motor oil pouring from an unseen source onto a black, matte, textured metal surface with industrial grime. It envisions the oil carving intricate, river-like channels through the grime, a single focused light source casting a warm glow, and a mesmerizing interplay of highlights and shadows. The overall mood is industrial and artistic, with a strong emphasis on texture and motion.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the oil stream and surface interactions, with warm lighting and convincing reflections. However, there are occasional minor artifacts and slight inconsistencies in frame-to-frame smoothness, preventing a higher rating. The imagery remains coherent and visually engaging, but not flawless.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: a high-angle macro perspective, a thick golden stream, a dark textured surface with grime, and visible interaction between the oil and the substrate. The lighting and contrast support the intended atmosphere, and the overall composition aligns well with the described scene. Some dynamic details, such as continuous channel carving and the emergence of a clean surface, are present but not fully realized throughout the sequence, leaving room for improvement while maintaining solid fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The viscosity and surface interactions appear plausible, with believable flow dynamics and light reflections. Nonetheless, certain aspects—such as the exact interaction points and the evolution of surface patterns over time—do not always align perfectly with real-world expectations, indicating some simplifications or idealizations in the rendering.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic, high-angle macro lens, positioned almost directly overhead, remains static, capturing mesmerizing detail as a thick, syrupy stream of raw, honey-gold motor oil pours from an unseen source onto a black, matte, textured metal surface coated with a fine, dark gray industrial grime. The viscous, translucent liquid strikes contact not with a splash but with a heavy, deliberate weight, immediately beginning to carve intricate, river-like channels through the powdery soot. The golden oil flows slowly and relentlessly outward, its leading edge pushing aside the grime to reveal the clean, dark surface beneath, creating a mesmerizing, branching pattern of glowing, flowing tendrils. A single, focused light source from the side casts a warm, dramatic glow, creating brilliant, lustrous highlights that glide across the oil's undulating surface and cast deep, micro-shadows, emphasizing the textures of the displaced grime. The scene, dominated by high-contrast gold and deep charcoal colors, creates a hypnotic and beautiful abstract atmosphere that finds elegance in industrial process.",
+ "seed": 17707,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_13/index_9788_seed_17707_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": 3.109375,
+ "video_score2_ta": 2.71875,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 9.0625,
+ "avg": 9.0625,
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+ "question": "cinematic, high-angle macro lens, positioned almost directly overhead, remains static, capturing mesmerizing detail as a thick, syrupy stream of raw, honey-gold motor oil pours from an unseen source onto a black, matte, textured metal surface coated with a fine, dark gray industrial grime. The viscous, translucent liquid strikes contact not with a splash but with a heavy, deliberate weight, immediately beginning to carve intricate, river-like channels through the powdery soot. The golden oil flows slowly and relentlessly outward, its leading edge pushing aside the grime to reveal the clean, dark surface beneath, creating a mesmerizing, branching pattern of glowing, flowing tendrils. A single, focused light source from the side casts a warm, dramatic glow, creating brilliant, lustrous highlights that glide across the oil's undulating surface and cast deep, micro-shadows, emphasizing the textures of the displaced grime. The scene, dominated by high-contrast gold and deep charcoal colors, creates a hypnotic and beautiful abstract atmosphere that finds elegance in industrial process.",
+ "token_credit_reward": 9.0625,
+ "selected_reward": 9.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic, high-angle macro shot of a thick, syrupy stream of raw, honey-gold motor oil pouring onto a black, matte, textured metal surface with industrial grime. It envisions the oil carving intricate, river-like channels through the grime, a single focused light source casting a warm glow, and a high-contrast palette of gold and deep charcoal. The overall intent is to convey a mesmerizing, industrial aesthetic.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the oil and surface textures, with consistent lighting and believable reflections. However, there are minor issues such as slight softness or compression artifacts in some frames, which prevent a higher rating. The sequence remains coherent and visually acceptable, but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a high-angle macro perspective, a visible stream of viscous golden liquid, a dark textured surface with grime, and a warm, dramatic lighting scheme. The depiction of the oil’s flow and interaction with the surface aligns well with the description. Some finer details—such as the emergence of explicit, intricate channel patterns or the precise evolution of the surface textures over time—are not fully realized, but the core alignment remains solid.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The liquid dynamics appear plausible at a glance, with gravity guiding the pour and surface tension producing expected ripples. However, certain aspects of the interaction between the viscous liquid and the textured surface, and the development of surface patterns over time, are not fully convincing, leaving room for improvement in physical fidelity.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 2.71875,
+ "MQ": 3.234375,
+ "Overall": 9.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic, high-angle macro shot of a thick, syrupy stream of raw, honey-gold motor oil pouring onto a black, matte, textured metal surface with industrial grime. It envisions the oil carving intricate, river-like channels through the grime, a single focused light source casting a warm glow, and a high-contrast palette of gold and deep charcoal. The overall intent is to convey a mesmerizing, industrial aesthetic.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the oil and surface textures, with consistent lighting and believable reflections. However, there are minor issues such as slight softness or compression artifacts in some frames, which prevent a higher rating. The sequence remains coherent and visually acceptable, but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a high-angle macro perspective, a visible stream of viscous golden liquid, a dark textured surface with grime, and a warm, dramatic lighting scheme. The depiction of the oil’s flow and interaction with the surface aligns well with the description. Some finer details—such as the emergence of explicit, intricate channel patterns or the precise evolution of the surface textures over time—are not fully realized, but the core alignment remains solid.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The liquid dynamics appear plausible at a glance, with gravity guiding the pour and surface tension producing expected ripples. However, certain aspects of the interaction between the viscous liquid and the textured surface, and the development of surface patterns over time, are not fully convincing, leaving room for improvement in physical fidelity.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic, high-angle macro lens, positioned almost directly overhead, remains static, capturing mesmerizing detail as a thick, syrupy stream of raw, honey-gold motor oil pours from an unseen source onto a black, matte, textured metal surface coated with a fine, dark gray industrial grime. The viscous, translucent liquid strikes contact not with a splash but with a heavy, deliberate weight, immediately beginning to carve intricate, river-like channels through the powdery soot. The golden oil flows slowly and relentlessly outward, its leading edge pushing aside the grime to reveal the clean, dark surface beneath, creating a mesmerizing, branching pattern of glowing, flowing tendrils. A single, focused light source from the side casts a warm, dramatic glow, creating brilliant, lustrous highlights that glide across the oil's undulating surface and cast deep, micro-shadows, emphasizing the textures of the displaced grime. The scene, dominated by high-contrast gold and deep charcoal colors, creates a hypnotic and beautiful abstract atmosphere that finds elegance in industrial process.",
+ "seed": 17708,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_13/index_9788_seed_17708_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": 3.3125,
+ "video_score2_ta": 2.90625,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 9.5,
+ "avg": 9.484375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic, high-angle macro shot positioned almost directly overhead, static, capturing mesmerizing detail as a thick, syrupy stream of raw, honey-gold motor oil pours from an unseen source onto a black, matte, textured metal surface coated with a fine, dark gray industrial grime. The viscous liquid strikes contact not with a splash but with a heavy, deliberate weight, carving intricate, river-like channels through the powder, with the golden oil flowing slowly and relentlessly outward, its leading edge pushing aside the grime to reveal the clean, dark surface beneath, creating a mesmerizing, branching pattern of glowing, flowing tendrils. A single, focused light source from the side casts a warm, dramatic glow, creating brilliant, lustrous highlights that glide across the oil's undulating surface and cast deep, micro-shadows, emphasizing the textures of the displaced grime. The scene is dominated by high-contrast gold and deep charcoal colors, creating a hypnotic and beautiful abstract atmosphere that finds elegance in industrial process\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color, with convincing metallic texture and viscous liquid rendering. Lighting and contrast are generally well-handled, and the sequence remains stable without obvious distortions. However, there are minor imperfections—occasional slight softness or subtle artifacting—that prevent a higher rating. The result is competent but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a high-angle macro perspective, a static composition, a thick honey-gold stream, and a dark, textured metal surface with visible grime. The pouring action, viscosity, and surface interactions are convincingly portrayed, and lighting supports the dramatic mood. Some nuanced details from the prompt—such as explicit emphasis on the unseen source or the emergence of a clearly defined river-like channel—are present but not perfectly pronounced, leaving room for minor deviations while maintaining overall fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The liquid behavior and surface interactions are plausible, with believable viscosity and gravity-driven flow. There are no glaring physics violations, but a few micro-details (e.g., the exact interaction at the leading edge or the emergence of distinct channel patterns) could be refined to improve realism further.\n\n\n(1) visual quality: 3\n(2) 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": 2.90625,
+ "MQ": 3.265625,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic, high-angle macro shot positioned almost directly overhead, static, capturing mesmerizing detail as a thick, syrupy stream of raw, honey-gold motor oil pours from an unseen source onto a black, matte, textured metal surface coated with a fine, dark gray industrial grime. The viscous liquid strikes contact not with a splash but with a heavy, deliberate weight, carving intricate, river-like channels through the powder, with the golden oil flowing slowly and relentlessly outward, its leading edge pushing aside the grime to reveal the clean, dark surface beneath, creating a mesmerizing, branching pattern of glowing, flowing tendrils. A single, focused light source from the side casts a warm, dramatic glow, creating brilliant, lustrous highlights that glide across the oil's undulating surface and cast deep, micro-shadows, emphasizing the textures of the displaced grime. The scene is dominated by high-contrast gold and deep charcoal colors, creating a hypnotic and beautiful abstract atmosphere that finds elegance in industrial process\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color, with convincing metallic texture and viscous liquid rendering. Lighting and contrast are generally well-handled, and the sequence remains stable without obvious distortions. However, there are minor imperfections—occasional slight softness or subtle artifacting—that prevent a higher rating. The result is competent but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a high-angle macro perspective, a static composition, a thick honey-gold stream, and a dark, textured metal surface with visible grime. The pouring action, viscosity, and surface interactions are convincingly portrayed, and lighting supports the dramatic mood. Some nuanced details from the prompt—such as explicit emphasis on the unseen source or the emergence of a clearly defined river-like channel—are present but not perfectly pronounced, leaving room for minor deviations while maintaining overall fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The liquid behavior and surface interactions are plausible, with believable viscosity and gravity-driven flow. There are no glaring physics violations, but a few micro-details (e.g., the exact interaction at the leading edge or the emergence of distinct channel patterns) could be refined to improve realism further.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_14/index_tensor([2335, 2335])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_14/index_tensor([2335, 2335])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..12a45514f781c9d18b4bd1893b9f5b080b2d2852
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_14/index_tensor([2335, 2335])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "Inspired by the unique and elegant aesthetic of traditional Japanese scroll paintings, a slow, reverent crane shot begins at a low angle, focusing on the base of a translucent human figure standing against a richly textured, sepia-toned washi paper background. From the vaguely outlined feet of the ethereal figure, a complex system of delicate ink lines begins to glow, illuminating the circulatory system with a brilliant crimson and the nervous system with a brilliant, cool blue. These energy lines, with the delicate calligraphic quality of brushstrokes, flow gracefully upward in a steady, captivating ascent. As the camera steadily rises, it carefully follows the energetic path through the transparent legs, into the torso, and branching into the arms. The figure itself is defined not by a solid form but by a complex, luminous internal map of life force, contrasting starkly and beautifully against the minimalist ink background. The deliberate upward journey culminates when the camera reaches the head, where the red and blue lines converge into a dazzlingly complex network, illuminating the brain with a final, brilliant pulse of energy, creating a profoundly spiritual and meditative atmosphere, visualizing the ascending life force.",
+ "seed": 24568,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_14/index_2335_seed_24568_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": 3.265625,
+ "video_score2_ta": 3.15625,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.5,
+ "avg": 9.453125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Inspired by the unique and elegant aesthetic of traditional Japanese scroll paintings, a slow, reverent crane shot begins at a low angle, focusing on the base of a translucent human figure standing against a richly textured, sepia-toned washi paper background. From the vaguely outlined feet of the ethereal figure, a complex system of delicate ink lines begins to glow, illuminating the circulatory system with a brilliant crimson and the nervous system with a brilliant, cool blue. These energy lines, with the delicate calligraphic quality of brushstrokes, flow gracefully upward in a steady, captivating ascent. As the camera steadily rises, it carefully follows the energetic path through the transparent legs, into the torso, and branching into the arms. The figure itself is defined not by a solid form but by a complex, luminous internal map of life force, contrasting starkly and beautifully against the minimalist ink background. The deliberate upward journey culminates when the camera reaches the head, where the red and blue lines converge into a dazzlingly complex network, illuminating the brain with a final, brilliant pulse of energy, creating a profoundly spiritual and meditative atmosphere, visualizing the ascending life force.",
+ "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 envisions a traditional Japanese scroll aesthetic with a slow crane shot starting at the base of a translucent human figure, tracing an intricate energy path through the limbs and torso, culminating in a luminous head that symbolizes the ascent of life force. The video adopts several of these motifs—translucent figure, rising camera, and a vivid color palette—but the overall execution does not fully realize the intended artistic vision. The result is a partial realization of the prompt rather than a faithful, immersive interpretation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear depiction of the figure and systems, with smooth transitions between segments. However, there are occasional minor artifacts and slight inconsistencies in lighting or edge definition, which prevent a higher rating. The presentation remains coherent and readable, but it lacks the polish and refinement suggested by a top-tier rendering.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures key elements such as a translucent figure, a rising camera, and prominent red and blue energy cues, and it conveys an ascending energy flow. Yet several aspects of the prompt—the precise crane motion, the depth of the ink-line aesthetics, and the integration of the head region—are only partially realized, resulting in a middling alignment overall.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The visualization maintains plausible anatomy and a coherent progression of energy through the body, with no glaring logical contradictions. Some details, such as the exact timing of energy arrival at different regions and the interaction of the head with the rest of the system, feel slightly staged or simplified, which keeps the depiction within reasonable common-sense bounds without fully achieving scientific precision.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.265625,
+ "TA": 3.15625,
+ "MQ": 3.03125,
+ "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 envisions a traditional Japanese scroll aesthetic with a slow crane shot starting at the base of a translucent human figure, tracing an intricate energy path through the limbs and torso, culminating in a luminous head that symbolizes the ascent of life force. The video adopts several of these motifs—translucent figure, rising camera, and a vivid color palette—but the overall execution does not fully realize the intended artistic vision. The result is a partial realization of the prompt rather than a faithful, immersive interpretation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear depiction of the figure and systems, with smooth transitions between segments. However, there are occasional minor artifacts and slight inconsistencies in lighting or edge definition, which prevent a higher rating. The presentation remains coherent and readable, but it lacks the polish and refinement suggested by a top-tier rendering.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures key elements such as a translucent figure, a rising camera, and prominent red and blue energy cues, and it conveys an ascending energy flow. Yet several aspects of the prompt—the precise crane motion, the depth of the ink-line aesthetics, and the integration of the head region—are only partially realized, resulting in a middling alignment overall.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The visualization maintains plausible anatomy and a coherent progression of energy through the body, with no glaring logical contradictions. Some details, such as the exact timing of energy arrival at different regions and the interaction of the head with the rest of the system, feel slightly staged or simplified, which keeps the depiction within reasonable common-sense bounds without fully achieving scientific precision.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 24569,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_14/index_2335_seed_24569_dp_28_rank_56_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 3.078125,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 9.125,
+ "avg": 9.125,
+ "reward_records": [
+ {
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+ "question": "Inspired by the unique and elegant aesthetic of traditional Japanese scroll paintings, a slow, reverent crane shot begins at a low angle, focusing on the base of a translucent human figure standing against a richly textured, sepia-toned washi paper background. From the vaguely outlined feet of the ethereal figure, a complex system of delicate ink lines begins to glow, illuminating the circulatory system with a brilliant crimson and the nervous system with a brilliant, cool blue. These energy lines, with the delicate calligraphic quality of brushstrokes, flow gracefully upward in a steady, captivating ascent. As the camera steadily rises, it carefully follows the energetic path through the transparent legs, into the torso, and branching into the arms. The figure itself is defined not by a solid form but by a complex, luminous internal map of life force, contrasting starkly and beautifully against the minimalist ink background. The deliberate upward journey culminates when the camera reaches the head, where the red and blue lines converge into a dazzlingly complex network, illuminating the brain with a final, brilliant pulse of energy, creating a profoundly spiritual and meditative atmosphere, visualizing the ascending life force.",
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+ "selected_reward": 9.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a traditional Japanese scroll aesthetic with a slow crane shot starting at a low angle, focusing on the base of a translucent human figure against a richly textured, sepia-toned washi background. Energy lines emanate from the feet, tracing the circulatory and nervous systems in crimson and blue, flowing upward through the legs, torso, and arms toward the head, culminating in a dazzling convergence at the brain that signals a profound spiritual/meditative moment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the energy lines, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across shots. The sequence remains coherent and readable, though it does not reach high-end polish throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a translucent figure, a low-angle crane progression, and a visible ascent of energy lines through the body. The background texture is present but not a precise washi rendering; the energy dynamics and color palette align well with the intended aesthetic. A few stylistic deviations exist, but they do not substantially detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The visualization maintains plausible anatomy and a believable upward flow of energy, with no glaring violations of basic physics. Some artistic liberties are evident in the exact timing and distribution of energy, 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": {
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+ },
+ "soft_scores": {
+ "VQ": 3.046875,
+ "TA": 3.078125,
+ "MQ": 3.0,
+ "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 envisions a traditional Japanese scroll aesthetic with a slow crane shot starting at a low angle, focusing on the base of a translucent human figure against a richly textured, sepia-toned washi background. Energy lines emanate from the feet, tracing the circulatory and nervous systems in crimson and blue, flowing upward through the legs, torso, and arms toward the head, culminating in a dazzling convergence at the brain that signals a profound spiritual/meditative moment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the energy lines, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across shots. The sequence remains coherent and readable, though it does not reach high-end polish throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a translucent figure, a low-angle crane progression, and a visible ascent of energy lines through the body. The background texture is present but not a precise washi rendering; the energy dynamics and color palette align well with the intended aesthetic. A few stylistic deviations exist, but they do not substantially detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The visualization maintains plausible anatomy and a believable upward flow of energy, with no glaring violations of basic physics. Some artistic liberties are evident in the exact timing and distribution of energy, 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"
+ ]
+ },
+ {
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+ "seed": 24570,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_14/index_2335_seed_24570_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.953125,
+ "video_score2_ta": 3.25,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 9.375,
+ "avg": 9.40625,
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+ "question": "Inspired by the unique and elegant aesthetic of traditional Japanese scroll paintings, a slow, reverent crane shot begins at a low angle, focusing on the base of a translucent human figure standing against a richly textured, sepia-toned washi paper background. From the vaguely outlined feet of the ethereal figure, a complex system of delicate ink lines begins to glow, illuminating the circulatory system with a brilliant crimson and the nervous system with a brilliant, cool blue. These energy lines, with the delicate calligraphic quality of brushstrokes, flow gracefully upward in a steady, captivating ascent. As the camera steadily rises, it carefully follows the energetic path through the transparent legs, into the torso, and branching into the arms. The figure itself is defined not by a solid form but by a complex, luminous internal map of life force, contrasting starkly and beautifully against the minimalist ink background. The deliberate upward journey culminates when the camera reaches the head, where the red and blue lines converge into a dazzlingly complex network, illuminating the brain with a final, brilliant pulse of energy, creating a profoundly spiritual and meditative atmosphere, visualizing the ascending life force.",
+ "token_credit_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a traditional Japanese scroll aesthetic with a slow crane shot starting at a low angle, focusing on the base of a translucent human figure against a richly textured, sepia-toned washi background. Energy lines (circulatory in crimson, nervous in blue) trace an ascending path through the figure, culminating in a head-level convergence that illuminates the brain with a final pulse of energy, conveying a spiritual/meditative mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the figure and energy systems, with consistent lighting and color contrast. However, there are occasional minor artifacts and slight frame-to-frame inconsistencies that prevent a higher rating. The sequence remains coherent, but some motion-related issues could appear during playback.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a translucent figure, a low-angle start, a rising crane-like movement, and a visible progression of energy lines through the legs, torso, and arms toward the head. The background texture is present but not a precise washi rendering; nonetheless, the essential composition and progression align well with the description. The final head illumination and the intended spiritual ambiance are conveyed, though the exact brushstroke texture may be interpreted more digitally than literally.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The anatomy and energy-flow logic are plausible within a stylized, semi-transparent rendering. While the depiction maintains coherence across frames, some depth cues and motion dynamics could be refined to improve realism without sacrificing the artistic interpretation.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.25,
+ "MQ": 3.203125,
+ "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 envisions a traditional Japanese scroll aesthetic with a slow crane shot starting at a low angle, focusing on the base of a translucent human figure against a richly textured, sepia-toned washi background. Energy lines (circulatory in crimson, nervous in blue) trace an ascending path through the figure, culminating in a head-level convergence that illuminates the brain with a final pulse of energy, conveying a spiritual/meditative mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the figure and energy systems, with consistent lighting and color contrast. However, there are occasional minor artifacts and slight frame-to-frame inconsistencies that prevent a higher rating. The sequence remains coherent, but some motion-related issues could appear during playback.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a translucent figure, a low-angle start, a rising crane-like movement, and a visible progression of energy lines through the legs, torso, and arms toward the head. The background texture is present but not a precise washi rendering; nonetheless, the essential composition and progression align well with the description. The final head illumination and the intended spiritual ambiance are conveyed, though the exact brushstroke texture may be interpreted more digitally than literally.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The anatomy and energy-flow logic are plausible within a stylized, semi-transparent rendering. While the depiction maintains coherence across frames, some depth cues and motion dynamics could be refined to improve realism without sacrificing the artistic interpretation.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 24571,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_14/index_2335_seed_24571_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": 2.8125,
+ "video_score2_ta": 3.15625,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 9.125,
+ "avg": 9.140625,
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+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Inspired by the unique and elegant aesthetic of traditional Japanese scroll paintings, a slow, reverent crane shot begins at a low angle, focusing on the base of a translucent human figure standing against a richly textured, sepia-toned washi paper background. From the vaguely outlined feet of the ethereal figure, a complex system of delicate ink lines begins to glow, illuminating the circulatory system with a brilliant crimson and the nervous system with a brilliant, cool blue. These energy lines, with the delicate calligraphic quality of brushstrokes, flow gracefully upward in a steady, captivating ascent. As the camera steadily rises, it carefully follows the energetic path through the transparent legs, into the torso, and branching into the arms. The figure itself is defined not by a solid form but by a complex, luminous internal map of life force, contrasting starkly and beautifully against the minimalist ink background. The deliberate upward journey culminates when the camera reaches the head, where the red and blue lines converge into a dazzlingly complex network, illuminating the brain with a final, brilliant pulse of energy, creating a profoundly spiritual and meditative atmosphere, visualizing the ascending life force.",
+ "token_credit_reward": 9.125,
+ "selected_reward": 9.125,
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a traditional Japanese scroll aesthetic with a slow crane shot starting at a low angle, focusing on the base of a translucent human figure against a richly textured, sepia-toned washi background. Energy lines should glow, illuminate the circulatory system in crimson, and the nervous system in a cool blue, flowing upward through the figure in a steady ascent. The camera rise is expected to reveal a luminous internal map of life force, culminating in a dazzling convergence at the head level.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the figure, with consistent lighting and a cohesive color palette. However, there are occasional minor artifacts and slight softness that prevent a higher rating. The sequence remains readable and coherent, but it does not reach high-end polish across all frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a translucent figure, a low-angle start, a gradual crane-like rise, and a visible progression through the torso and limbs. The energy-glow effects and the contrast between warm background tones and the illuminated figure align well with the intended aesthetic. Some nuanced details—such as the exact timing of the head convergence or the precise mapping of internal systems—are present but not exhaustively elaborated, leaving room for minor deviations while preserving the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The depiction maintains plausible anatomy and coherent energy-flow logic, with no glaring contradictions. There may be occasional simplifications in how the systems are represented, but they remain believable within the artistic framework.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.8125,
+ "TA": 3.15625,
+ "MQ": 3.171875,
+ "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 envisions a traditional Japanese scroll aesthetic with a slow crane shot starting at a low angle, focusing on the base of a translucent human figure against a richly textured, sepia-toned washi background. Energy lines should glow, illuminate the circulatory system in crimson, and the nervous system in a cool blue, flowing upward through the figure in a steady ascent. The camera rise is expected to reveal a luminous internal map of life force, culminating in a dazzling convergence at the head level.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the figure, with consistent lighting and a cohesive color palette. However, there are occasional minor artifacts and slight softness that prevent a higher rating. The sequence remains readable and coherent, but it does not reach high-end polish across all frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a translucent figure, a low-angle start, a gradual crane-like rise, and a visible progression through the torso and limbs. The energy-glow effects and the contrast between warm background tones and the illuminated figure align well with the intended aesthetic. Some nuanced details—such as the exact timing of the head convergence or the precise mapping of internal systems—are present but not exhaustively elaborated, leaving room for minor deviations while preserving the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The depiction maintains plausible anatomy and coherent energy-flow logic, with no glaring contradictions. There may be occasional simplifications in how the systems are represented, but they remain believable within the artistic framework.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_15/index_tensor([9958, 9958])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_15/index_tensor([9958, 9958])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c71be08b7959ad7b70eda54b3f02ff7c4ce17c5c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_15/index_tensor([9958, 9958])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, extreme macro shot focuses on the slightly open human mouth, creating a remarkably intimate and clinical image. The lighting is bright and directional, casting sharp, moist highlights across the textured landscape of the tongue's surface and revealing each individual papilla in surreal detail. A small, round, uncoated white pill, its chalky, porous texture clearly visible, is deliberately placed on the center of the tongue with a fingertip that has just been removed from the frame. As the pill touches the moist surface, a subtle, involuntary grimace of disgust ripples through the visible features; the corners of the soft pink lips almost imperceptibly draw downward, and the skin around the mouth tightens in a fleeting expression of pain. The stark, clinical white of the pill contrasts sharply with the deep, organic pinks and reds of the tongue and inner mouth, creating a visually appealing and slightly uncomfortable atmosphere of concentrated sensory discomfort.",
+ "seed": 5142,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_15/index_9958_seed_5142_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.234375,
+ "video_score2_ta": 2.796875,
+ "video_score2_mq": 2.859375,
+ "video_score2_overall": 7.875,
+ "avg": 7.890625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, extreme macro shot focuses on the slightly open human mouth, creating a remarkably intimate and clinical image. The lighting is bright and directional, casting sharp, moist highlights across the textured landscape of the tongue's surface and revealing each individual papilla in surreal detail. A small, round, uncoated white pill, its chalky, porous texture clearly visible, is deliberately placed on the center of the tongue with a fingertip that has just been removed from the frame. As the pill touches the moist surface, a subtle, involuntary grimace of disgust ripples through the visible features; the corners of the soft pink lips almost imperceptibly draw downward, and the skin around the mouth tightens in a fleeting expression of pain. The stark, clinical white of the pill contrasts sharply with the deep, organic pinks and reds of the tongue and inner mouth, creating a visually appealing and slightly uncomfortable atmosphere of concentrated sensory discomfort.",
+ "token_credit_reward": 7.875,
+ "selected_reward": 7.875,
+ "frame_importance": [
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+ 0.441445529460907,
+ 0.3224526345729828
+ ],
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme macro shot focusing on a slightly open human mouth, with bright directional lighting casting sharp, moist highlights across the tongue's surface and revealing each individual papilla in surreal detail. A small, round, uncoated white pill is placed on the center of the tongue with a fingertip that has just been removed from the frame. As the pill touches the moist surface, a subtle, involuntary grimace of disgust should ripple through the visible features; the corners of the soft pink lips should almost imperceptibly draw downward, and the skin around the mouth should tighten in a fleeting expression of pain. The stark, clinical white of the pill contrasts sharply with the deep, organic pinks and reds of the tongue and inner mouth, creating a visually appealing and slightly uncomfortable atmosphere of concentrated sensory discomfort.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show a close-up mouth with a visible pill, but there are noticeable issues that prevent high-fidelity rendering. The resolution is adequate, yet some frames exhibit mild blur or softness, and color/contrast balance is not consistently strong. Lighting is generally bright, but occasional uneven illumination reduces the dramatic effect. The sequence remains reasonably stable, though minor frame-to-frame inconsistencies can be observed. In sum, the visuals convey the intended subject, but do not reach high-end realism or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures the core elements—close-up mouth, presence of a pill, and a clinical lighting approach. However, several key prompt details are underrepresented or ambiguous: the exact action of placing the pill with a finger is not clearly depicted, the depiction of a distinct grimace is not evident, and the described sensation of pain is not convincingly conveyed. While the scene hints at the intended contrast between the pill and the tongue, the overall emotional and sensory alignment remains moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and lighting, with the pill appearing realistically sized relative to the mouth. Some micro-details (such as precise papilla visibility and the timing of any contact-induced movement) are not fully convincing, but there are no glaring anatomical or physical contradictions. Overall, the depiction is believable and coherent, though not exceptionally precise.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
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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, extreme macro shot focusing on a slightly open human mouth, with bright directional lighting casting sharp, moist highlights across the tongue's surface and revealing each individual papilla in surreal detail. A small, round, uncoated white pill is placed on the center of the tongue with a fingertip that has just been removed from the frame. As the pill touches the moist surface, a subtle, involuntary grimace of disgust should ripple through the visible features; the corners of the soft pink lips should almost imperceptibly draw downward, and the skin around the mouth should tighten in a fleeting expression of pain. The stark, clinical white of the pill contrasts sharply with the deep, organic pinks and reds of the tongue and inner mouth, creating a visually appealing and slightly uncomfortable atmosphere of concentrated sensory discomfort.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show a close-up mouth with a visible pill, but there are noticeable issues that prevent high-fidelity rendering. The resolution is adequate, yet some frames exhibit mild blur or softness, and color/contrast balance is not consistently strong. Lighting is generally bright, but occasional uneven illumination reduces the dramatic effect. The sequence remains reasonably stable, though minor frame-to-frame inconsistencies can be observed. In sum, the visuals convey the intended subject, but do not reach high-end realism or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures the core elements—close-up mouth, presence of a pill, and a clinical lighting approach. However, several key prompt details are underrepresented or ambiguous: the exact action of placing the pill with a finger is not clearly depicted, the depiction of a distinct grimace is not evident, and the described sensation of pain is not convincingly conveyed. While the scene hints at the intended contrast between the pill and the tongue, the overall emotional and sensory alignment remains moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and lighting, with the pill appearing realistically sized relative to the mouth. Some micro-details (such as precise papilla visibility and the timing of any contact-induced movement) are not fully convincing, but there are no glaring anatomical or physical contradictions. Overall, the depiction is believable and coherent, though not exceptionally precise.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 5143,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_15/index_9958_seed_5143_dp_30_rank_60_sample_1_slot_1.mp4",
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+ "question": "static, extreme macro shot focuses on the slightly open human mouth, creating a remarkably intimate and clinical image. The lighting is bright and directional, casting sharp, moist highlights across the textured landscape of the tongue's surface and revealing each individual papilla in surreal detail. A small, round, uncoated white pill, its chalky, porous texture clearly visible, is deliberately placed on the center of the tongue with a fingertip that has just been removed from the frame. As the pill touches the moist surface, a subtle, involuntary grimace of disgust ripples through the visible features; the corners of the soft pink lips almost imperceptibly draw downward, and the skin around the mouth tightens in a fleeting expression of pain. The stark, clinical white of the pill contrasts sharply with the deep, organic pinks and reds of the tongue and inner mouth, creating a visually appealing and slightly uncomfortable atmosphere of concentrated sensory discomfort.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme macro shot focusing on a slightly open human mouth, with bright directional lighting, a small round white pill on the center of the tongue, and a finger tip that has just been removed from the frame. The scene should show the pill touching the moist surface, a subtle grimace of discomfort, and a contrast between the stark white pill and the deep organic tones of the tongue and inner mouth.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames deliver decent resolution and clear depiction of the mouth, teeth, and tongue, with consistent lighting and vivid colors. However, there are minor issues such as slight edge softness and occasional compression artifacts that prevent a higher rating. 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 limited (score 2). While the video presents a close-up mouth view and includes a white pill, several key elements from the prompt are missing or misrepresented: there is no visible finger tip, the pill appears stationary rather than being touched by a finger, and the described dynamic interaction (the pill touching the surface and a grimace) is not observed. The overall mood and dramatic tension are not captured, resulting in only partial alignment with the intended scene.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The anatomy looks plausible and the pill sits reasonably within the mouth, with lighting and shadows that are coherent with a real-world setting. There are no obvious anatomical or physical implausibilities, though the absence of the expected dynamic interaction reduces the perceived realism of the 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": 2.875,
+ "TA": 2.40625,
+ "MQ": 2.796875,
+ "Overall": 8.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme macro shot focusing on a slightly open human mouth, with bright directional lighting, a small round white pill on the center of the tongue, and a finger tip that has just been removed from the frame. The scene should show the pill touching the moist surface, a subtle grimace of discomfort, and a contrast between the stark white pill and the deep organic tones of the tongue and inner mouth.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames deliver decent resolution and clear depiction of the mouth, teeth, and tongue, with consistent lighting and vivid colors. However, there are minor issues such as slight edge softness and occasional compression artifacts that prevent a higher rating. 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 limited (score 2). While the video presents a close-up mouth view and includes a white pill, several key elements from the prompt are missing or misrepresented: there is no visible finger tip, the pill appears stationary rather than being touched by a finger, and the described dynamic interaction (the pill touching the surface and a grimace) is not observed. The overall mood and dramatic tension are not captured, resulting in only partial alignment with the intended scene.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The anatomy looks plausible and the pill sits reasonably within the mouth, with lighting and shadows that are coherent with a real-world setting. There are no obvious anatomical or physical implausibilities, though the absence of the expected dynamic interaction reduces the perceived realism of the scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme macro shot focuses on the slightly open human mouth, creating a remarkably intimate and clinical image. The lighting is bright and directional, casting sharp, moist highlights across the textured landscape of the tongue's surface and revealing each individual papilla in surreal detail. A small, round, uncoated white pill, its chalky, porous texture clearly visible, is deliberately placed on the center of the tongue with a fingertip that has just been removed from the frame. As the pill touches the moist surface, a subtle, involuntary grimace of disgust ripples through the visible features; the corners of the soft pink lips almost imperceptibly draw downward, and the skin around the mouth tightens in a fleeting expression of pain. The stark, clinical white of the pill contrasts sharply with the deep, organic pinks and reds of the tongue and inner mouth, creating a visually appealing and slightly uncomfortable atmosphere of concentrated sensory discomfort.",
+ "seed": 5144,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_15/index_9958_seed_5144_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": 2.78125,
+ "video_score2_ta": 2.421875,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 8.1875,
+ "avg": 8.1875,
+ "reward_records": [
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme macro shot focusing on a slightly open human mouth, with bright directional lighting, a small round uncoated white pill placed on the center of the tongue, a finger that has just been removed from the frame touching the moist surface, and a subtle grimace of discomfort as the pill makes contact. In the actual video, while several elements are present, the overall depiction does not fully realize the described intensity or sequence. The alignment is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames show a close-up of a mouth with a visible tongue and a round object on the tongue. The resolution is adequate but not high, and there is some softness in fine details. Lighting is generally bright and highlights the tongue surface, but the level of detail and crispness is moderate. There are no obvious distortions or artifacts, and color balance remains within natural ranges. Overall, visual quality is acceptable but not exceptional.\n\nText-to-Video Alignment Analysis:\nElements from the prompt are present (mouth close-up, tongue, a round object on the tongue, bright lighting). However, key aspects such as the exact moment of the finger removal and the explicit, subtle grimace are not convincingly depicted. The alignment is partial: core components exist, but nuanced actions and expressions are underrepresented.\n\nPhysical Consistency Analysis:\nThe scene maintains plausible anatomy and lighting, with the pill appearing on the tongue in a physically reasonable manner. Some minor inconsistencies in micro-details (e.g., papillae visibility, timing cues) prevent perfect realism, but nothing is grossly implausible. Overall, physical/common-sense consistency is moderate.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.421875,
+ "MQ": 2.984375,
+ "Overall": 8.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme macro shot focusing on a slightly open human mouth, with bright directional lighting, a small round uncoated white pill placed on the center of the tongue, a finger that has just been removed from the frame touching the moist surface, and a subtle grimace of discomfort as the pill makes contact. In the actual video, while several elements are present, the overall depiction does not fully realize the described intensity or sequence. The alignment is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames show a close-up of a mouth with a visible tongue and a round object on the tongue. The resolution is adequate but not high, and there is some softness in fine details. Lighting is generally bright and highlights the tongue surface, but the level of detail and crispness is moderate. There are no obvious distortions or artifacts, and color balance remains within natural ranges. Overall, visual quality is acceptable but not exceptional.\n\nText-to-Video Alignment Analysis:\nElements from the prompt are present (mouth close-up, tongue, a round object on the tongue, bright lighting). However, key aspects such as the exact moment of the finger removal and the explicit, subtle grimace are not convincingly depicted. The alignment is partial: core components exist, but nuanced actions and expressions are underrepresented.\n\nPhysical Consistency Analysis:\nThe scene maintains plausible anatomy and lighting, with the pill appearing on the tongue in a physically reasonable manner. Some minor inconsistencies in micro-details (e.g., papillae visibility, timing cues) prevent perfect realism, but nothing is grossly implausible. Overall, physical/common-sense consistency is moderate.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 5145,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_15/index_9958_seed_5145_dp_31_rank_62_sample_3_slot_1.mp4",
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+ "video_score2_vq": 3.328125,
+ "video_score2_ta": 2.296875,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.5625,
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+ "question": "static, extreme macro shot focuses on the slightly open human mouth, creating a remarkably intimate and clinical image. The lighting is bright and directional, casting sharp, moist highlights across the textured landscape of the tongue's surface and revealing each individual papilla in surreal detail. A small, round, uncoated white pill, its chalky, porous texture clearly visible, is deliberately placed on the center of the tongue with a fingertip that has just been removed from the frame. As the pill touches the moist surface, a subtle, involuntary grimace of disgust ripples through the visible features; the corners of the soft pink lips almost imperceptibly draw downward, and the skin around the mouth tightens in a fleeting expression of pain. The stark, clinical white of the pill contrasts sharply with the deep, organic pinks and reds of the tongue and inner mouth, creating a visually appealing and slightly uncomfortable atmosphere of concentrated sensory discomfort.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme macro shot focusing on a slightly open human mouth with bright, directional lighting that reveals the tongue's surface, papillae, and a chalky, uncoated white pill placed on the center of the tongue. It also envisions a moment where a finger has just been removed from the frame, a subtle grimace of discomfort, and a contrast between the stark pill and the richly colored interior. In practice, the video presents a close-up of a mouth with a pill, but several key narrative elements are not realized: there is no visible finger removal, no pronounced grimace, and the lighting and color emphasis do not consistently match the described dramatic setup. Overall, the alignment to the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of the mouth, teeth, and pill, with consistent lighting and minimal artifacts. However, the overall polish is moderate rather than high-end, and some details (such as the exact texture of the papillae and the precise interaction between the pill and the tongue) are not fully captured. The result is acceptable but not exceptional in terms of visual fidelity.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and what is depicted. The absence of a finger removal sequence, a clear grimace, and the described lighting/color emphasis reduces alignment. While the scene includes a mouth with a pill, several critical prompt elements are missing or underrepresented, yielding a moderate level of alignment overall.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy and a believable pill-on-tongue interaction, with no obvious physical contradictions. Some minor inconsistencies in lighting cues and the implied action reduce perfect common-sense coherence, resulting in a moderate assessment.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.328125,
+ "TA": 2.296875,
+ "MQ": 2.921875,
+ "Overall": 8.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme macro shot focusing on a slightly open human mouth with bright, directional lighting that reveals the tongue's surface, papillae, and a chalky, uncoated white pill placed on the center of the tongue. It also envisions a moment where a finger has just been removed from the frame, a subtle grimace of discomfort, and a contrast between the stark pill and the richly colored interior. In practice, the video presents a close-up of a mouth with a pill, but several key narrative elements are not realized: there is no visible finger removal, no pronounced grimace, and the lighting and color emphasis do not consistently match the described dramatic setup. Overall, the alignment to the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of the mouth, teeth, and pill, with consistent lighting and minimal artifacts. However, the overall polish is moderate rather than high-end, and some details (such as the exact texture of the papillae and the precise interaction between the pill and the tongue) are not fully captured. The result is acceptable but not exceptional in terms of visual fidelity.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and what is depicted. The absence of a finger removal sequence, a clear grimace, and the described lighting/color emphasis reduces alignment. While the scene includes a mouth with a pill, several critical prompt elements are missing or underrepresented, yielding a moderate level of alignment overall.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy and a believable pill-on-tongue interaction, with no obvious physical contradictions. Some minor inconsistencies in lighting cues and the implied action reduce perfect common-sense coherence, resulting in a moderate assessment.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_2/index_tensor([2340, 2340])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_2/index_tensor([2340, 2340])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6de1095cfbf02f748888b014fbb1671a9bcdd500
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_2/index_tensor([2340, 2340])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slowly zooming drone shot zooms in, focusing on the very center of the frame. Across a cracked, black volcanic landscape shrouded in darkness, molten lava flows with an unstoppable heaviness. The viscous, orange-red torrent sometimes solidifies into a dark, hard crust, then fractures under internal pressure, revealing a more dazzling, liquid core beneath, emitting waves of searing heat. At the center of this sea of inferno, a lone, two-story wooden house, its weathered white walls pale in the flames, is relentlessly devoured by this destructive force. Lava has already overflowed the house's foundations, instantly igniting the wooden planks that touch the walls, reducing them to charred charcoal. The structure groans and tilts under the intense heat. Thick black smoke and sparking ash erupt from shattered windows and cracks in the roof, rising upwards to merge with the night sky, stained a dark red by the volcanic ash. The only lighting in the entire scene comes from the lava itself, its dancing light casting long, dancing shadows on the remaining structure of the house, creating an apocalyptic atmosphere that is both spectacular and terrifying. As the camera continuously and steadily pulls back, the dying house appears increasingly small and helpless in the boundless sea of fire, ultimately revealing a grand and tragic picture of destruction.",
+ "seed": 11952,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_2/index_2340_seed_11952_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": 3.375,
+ "video_score2_ta": 3.40625,
+ "video_score2_mq": 3.65625,
+ "video_score2_overall": 10.4375,
+ "avg": 10.4375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slowly zooming drone shot zooms in, focusing on the very center of the frame. Across a cracked, black volcanic landscape shrouded in darkness, molten lava flows with an unstoppable heaviness. The viscous, orange-red torrent sometimes solidifies into a dark, hard crust, then fractures under internal pressure, revealing a more dazzling, liquid core beneath, emitting waves of searing heat. At the center of this sea of inferno, a lone, two-story wooden house, its weathered white walls pale in the flames, is relentlessly devoured by this destructive force. Lava has already overflowed the house's foundations, instantly igniting the wooden planks that touch the walls, reducing them to charred charcoal. The structure groans and tilts under the intense heat. Thick black smoke and sparking ash erupt from shattered windows and cracks in the roof, rising upwards to merge with the night sky, stained a dark red by the volcanic ash. The only lighting in the entire scene comes from the lava itself, its dancing light casting long, dancing shadows on the remaining structure of the house, creating an apocalyptic atmosphere that is both spectacular and terrifying. As the camera continuously and steadily pulls back, the dying house appears increasingly small and helpless in the boundless sea of fire, ultimately revealing a grand and tragic picture of destruction.",
+ "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 dramatic volcanic scene featuring a two-story wooden house at the center of a volcanic landscape. Molten lava flows with an orange-red hue, sometimes solidifying into a dark crust that fractures under pressure, revealing a glowing liquid core beneath. The house sits at the center of this inferno, with lava already overflowing the foundation and burning through wooden planks, reducing them to charred remnants. The structure groans and tilts as it is consumed by heat, with thick black smoke and sparks rising from shattered windows and roof cracks, set against a dark sky stained by volcanic ash. The scene relies on the lava as the primary light source, casting long, dancing shadows on the remaining structure to convey an apocalyptic mood.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain strong clarity and color fidelity. The lava glow, smoke, and structural details are well-rendered, with convincing lighting interactions and depth cues. There are no obvious artifacts or distortions, and transitions between frames feel smooth. While the overall quality is high, there may be occasional minor imperfections typical of synthetic renders (e.g., subtle texture aliasing or rare bloom inconsistencies), which prevents a perfect top score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—volcanic landscape, central house, lava presence, and dramatic lighting. However, some nuanced aspects are not fully realized: the lava’s dynamic behavior (solidification, cracking, and reveal of a glowing core) is not consistently demonstrated, and certain atmospheric details (the exact smoke dynamics and the interplay of light and shadow) are present but not deeply elaborated. The alignment is adequate but not exhaustive, corresponding to a moderate score around 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical expectations: lava flows follow gravity, structures interact with heat in a believable manner, and lighting remains coherent with the volcanic setting. No major physical contradictions are evident, though some micro-level dynamics could be refined for greater realism. Overall, Physical Consistency is solid but not flawless, warranting a 3/5 rating.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.375,
+ "TA": 3.40625,
+ "MQ": 3.65625,
+ "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 dramatic volcanic scene featuring a two-story wooden house at the center of a volcanic landscape. Molten lava flows with an orange-red hue, sometimes solidifying into a dark crust that fractures under pressure, revealing a glowing liquid core beneath. The house sits at the center of this inferno, with lava already overflowing the foundation and burning through wooden planks, reducing them to charred remnants. The structure groans and tilts as it is consumed by heat, with thick black smoke and sparks rising from shattered windows and roof cracks, set against a dark sky stained by volcanic ash. The scene relies on the lava as the primary light source, casting long, dancing shadows on the remaining structure to convey an apocalyptic mood.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain strong clarity and color fidelity. The lava glow, smoke, and structural details are well-rendered, with convincing lighting interactions and depth cues. There are no obvious artifacts or distortions, and transitions between frames feel smooth. While the overall quality is high, there may be occasional minor imperfections typical of synthetic renders (e.g., subtle texture aliasing or rare bloom inconsistencies), which prevents a perfect top score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—volcanic landscape, central house, lava presence, and dramatic lighting. However, some nuanced aspects are not fully realized: the lava’s dynamic behavior (solidification, cracking, and reveal of a glowing core) is not consistently demonstrated, and certain atmospheric details (the exact smoke dynamics and the interplay of light and shadow) are present but not deeply elaborated. The alignment is adequate but not exhaustive, corresponding to a moderate score around 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical expectations: lava flows follow gravity, structures interact with heat in a believable manner, and lighting remains coherent with the volcanic setting. No major physical contradictions are evident, though some micro-level dynamics could be refined for greater realism. Overall, Physical Consistency is solid but not flawless, warranting a 3/5 rating.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slowly zooming drone shot zooms in, focusing on the very center of the frame. Across a cracked, black volcanic landscape shrouded in darkness, molten lava flows with an unstoppable heaviness. The viscous, orange-red torrent sometimes solidifies into a dark, hard crust, then fractures under internal pressure, revealing a more dazzling, liquid core beneath, emitting waves of searing heat. At the center of this sea of inferno, a lone, two-story wooden house, its weathered white walls pale in the flames, is relentlessly devoured by this destructive force. Lava has already overflowed the house's foundations, instantly igniting the wooden planks that touch the walls, reducing them to charred charcoal. The structure groans and tilts under the intense heat. Thick black smoke and sparking ash erupt from shattered windows and cracks in the roof, rising upwards to merge with the night sky, stained a dark red by the volcanic ash. The only lighting in the entire scene comes from the lava itself, its dancing light casting long, dancing shadows on the remaining structure of the house, creating an apocalyptic atmosphere that is both spectacular and terrifying. As the camera continuously and steadily pulls back, the dying house appears increasingly small and helpless in the boundless sea of fire, ultimately revealing a grand and tragic picture of destruction.",
+ "seed": 11953,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_2/index_2340_seed_11953_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": 3.140625,
+ "video_score2_ta": 3.234375,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 9.5,
+ "avg": 9.5,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slowly zooming drone shot zooms in, focusing on the very center of the frame. Across a cracked, black volcanic landscape shrouded in darkness, molten lava flows with an unstoppable heaviness. The viscous, orange-red torrent sometimes solidifies into a dark, hard crust, then fractures under internal pressure, revealing a more dazzling, liquid core beneath, emitting waves of searing heat. At the center of this sea of inferno, a lone, two-story wooden house, its weathered white walls pale in the flames, is relentlessly devoured by this destructive force. Lava has already overflowed the house's foundations, instantly igniting the wooden planks that touch the walls, reducing them to charred charcoal. The structure groans and tilts under the intense heat. Thick black smoke and sparking ash erupt from shattered windows and cracks in the roof, rising upwards to merge with the night sky, stained a dark red by the volcanic ash. The only lighting in the entire scene comes from the lava itself, its dancing light casting long, dancing shadows on the remaining structure of the house, creating an apocalyptic atmosphere that is both spectacular and terrifying. As the camera continuously and steadily pulls back, the dying house appears increasingly small and helpless in the boundless sea of fire, ultimately revealing a grand and tragic picture of destruction.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic volcanic scene featuring a two-story wooden house at the center of a molten landscape. Key elements include a slowly zooming drone shot, a dark, cracked volcanic terrain, visible lava flows, a central two-story white house, intense heat effects, and a pullback camera movement as the house becomes smaller against the fiery backdrop. The description emphasizes the destructive transformation of the structure under extreme heat.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the house and lava, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent, with stable lighting and no major distortions, though some frames exhibit subtle noise or compression effects.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a two-story wooden house at the center, molten lava surrounding the base, and a dark volcanic landscape with dramatic lighting. The lava dynamics and the central placement align well with the description. Some nuanced aspects—such as the exact camera motion and the progressive scaling implied by the prompt—are not fully verifiable from static frames, but the core alignment remains solid.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible interactions between heat, structure, and environment, with believable lighting and material responses. However, certain aspects—like the precise dynamics of heat transfer and structural collapse under sustained lava contact—are not exhaustively demonstrated, leaving some room for improvement in full physical realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.140625,
+ "TA": 3.234375,
+ "MQ": 3.125,
+ "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 dramatic volcanic scene featuring a two-story wooden house at the center of a molten landscape. Key elements include a slowly zooming drone shot, a dark, cracked volcanic terrain, visible lava flows, a central two-story white house, intense heat effects, and a pullback camera movement as the house becomes smaller against the fiery backdrop. The description emphasizes the destructive transformation of the structure under extreme heat.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the house and lava, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent, with stable lighting and no major distortions, though some frames exhibit subtle noise or compression effects.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a two-story wooden house at the center, molten lava surrounding the base, and a dark volcanic landscape with dramatic lighting. The lava dynamics and the central placement align well with the description. Some nuanced aspects—such as the exact camera motion and the progressive scaling implied by the prompt—are not fully verifiable from static frames, but the core alignment remains solid.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible interactions between heat, structure, and environment, with believable lighting and material responses. However, certain aspects—like the precise dynamics of heat transfer and structural collapse under sustained lava contact—are not exhaustively demonstrated, leaving some room for improvement in full physical realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slowly zooming drone shot zooms in, focusing on the very center of the frame. Across a cracked, black volcanic landscape shrouded in darkness, molten lava flows with an unstoppable heaviness. The viscous, orange-red torrent sometimes solidifies into a dark, hard crust, then fractures under internal pressure, revealing a more dazzling, liquid core beneath, emitting waves of searing heat. At the center of this sea of inferno, a lone, two-story wooden house, its weathered white walls pale in the flames, is relentlessly devoured by this destructive force. Lava has already overflowed the house's foundations, instantly igniting the wooden planks that touch the walls, reducing them to charred charcoal. The structure groans and tilts under the intense heat. Thick black smoke and sparking ash erupt from shattered windows and cracks in the roof, rising upwards to merge with the night sky, stained a dark red by the volcanic ash. The only lighting in the entire scene comes from the lava itself, its dancing light casting long, dancing shadows on the remaining structure of the house, creating an apocalyptic atmosphere that is both spectacular and terrifying. As the camera continuously and steadily pulls back, the dying house appears increasingly small and helpless in the boundless sea of fire, ultimately revealing a grand and tragic picture of destruction.",
+ "seed": 11954,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_2/index_2340_seed_11954_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 3.203125,
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+ "video_score2_overall": 9.375,
+ "avg": 9.359375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slowly zooming drone shot zooms in, focusing on the very center of the frame. Across a cracked, black volcanic landscape shrouded in darkness, molten lava flows with an unstoppable heaviness. The viscous, orange-red torrent sometimes solidifies into a dark, hard crust, then fractures under internal pressure, revealing a more dazzling, liquid core beneath, emitting waves of searing heat. At the center of this sea of inferno, a lone, two-story wooden house, its weathered white walls pale in the flames, is relentlessly devoured by this destructive force. Lava has already overflowed the house's foundations, instantly igniting the wooden planks that touch the walls, reducing them to charred charcoal. The structure groans and tilts under the intense heat. Thick black smoke and sparking ash erupt from shattered windows and cracks in the roof, rising upwards to merge with the night sky, stained a dark red by the volcanic ash. The only lighting in the entire scene comes from the lava itself, its dancing light casting long, dancing shadows on the remaining structure of the house, creating an apocalyptic atmosphere that is both spectacular and terrifying. As the camera continuously and steadily pulls back, the dying house appears increasingly small and helpless in the boundless sea of fire, ultimately revealing a grand and tragic picture of destruction.",
+ "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 dramatic volcanic scene featuring a two-story wooden house at the center of a cracked, dark landscape with flowing lava, thick smoke, and intense heat. The sequence includes a gradual zoom-out as the house becomes smaller against the fiery backdrop, culminating in a broad view of destruction.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the house, lava, and smoke, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent, with no severe distortions, though some frames exhibit subtle rendering quirks.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The key elements—two-story wooden house at the center, cracked volcanic terrain, molten lava, thick smoke, and the implied zoom-out—are present and well represented. Some nuanced aspects of the prompt (e.g., the exact intensity of the lava dynamics and the precise progression of the zoom) are captured with good fidelity, though not perfectly verbatim in every frame.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: lava flows along the ground, smoke rises, and the house interacts with heat in a believable manner. However, there are minor inconsistencies in scale, lighting interactions, or material responses that prevent a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0625,
+ "TA": 3.203125,
+ "MQ": 3.09375,
+ "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 dramatic volcanic scene featuring a two-story wooden house at the center of a cracked, dark landscape with flowing lava, thick smoke, and intense heat. The sequence includes a gradual zoom-out as the house becomes smaller against the fiery backdrop, culminating in a broad view of destruction.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the house, lava, and smoke, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent, with no severe distortions, though some frames exhibit subtle rendering quirks.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The key elements—two-story wooden house at the center, cracked volcanic terrain, molten lava, thick smoke, and the implied zoom-out—are present and well represented. Some nuanced aspects of the prompt (e.g., the exact intensity of the lava dynamics and the precise progression of the zoom) are captured with good fidelity, though not perfectly verbatim in every frame.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: lava flows along the ground, smoke rises, and the house interacts with heat in a believable manner. However, there are minor inconsistencies in scale, lighting interactions, or material responses that prevent a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slowly zooming drone shot zooms in, focusing on the very center of the frame. Across a cracked, black volcanic landscape shrouded in darkness, molten lava flows with an unstoppable heaviness. The viscous, orange-red torrent sometimes solidifies into a dark, hard crust, then fractures under internal pressure, revealing a more dazzling, liquid core beneath, emitting waves of searing heat. At the center of this sea of inferno, a lone, two-story wooden house, its weathered white walls pale in the flames, is relentlessly devoured by this destructive force. Lava has already overflowed the house's foundations, instantly igniting the wooden planks that touch the walls, reducing them to charred charcoal. The structure groans and tilts under the intense heat. Thick black smoke and sparking ash erupt from shattered windows and cracks in the roof, rising upwards to merge with the night sky, stained a dark red by the volcanic ash. The only lighting in the entire scene comes from the lava itself, its dancing light casting long, dancing shadows on the remaining structure of the house, creating an apocalyptic atmosphere that is both spectacular and terrifying. As the camera continuously and steadily pulls back, the dying house appears increasingly small and helpless in the boundless sea of fire, ultimately revealing a grand and tragic picture of destruction.",
+ "seed": 11955,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_2/index_2340_seed_11955_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": 3.328125,
+ "video_score2_ta": 3.5,
+ "video_score2_mq": 3.484375,
+ "video_score2_overall": 10.3125,
+ "avg": 10.3125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slowly zooming drone shot zooms in, focusing on the very center of the frame. Across a cracked, black volcanic landscape shrouded in darkness, molten lava flows with an unstoppable heaviness. The viscous, orange-red torrent sometimes solidifies into a dark, hard crust, then fractures under internal pressure, revealing a more dazzling, liquid core beneath, emitting waves of searing heat. At the center of this sea of inferno, a lone, two-story wooden house, its weathered white walls pale in the flames, is relentlessly devoured by this destructive force. Lava has already overflowed the house's foundations, instantly igniting the wooden planks that touch the walls, reducing them to charred charcoal. The structure groans and tilts under the intense heat. Thick black smoke and sparking ash erupt from shattered windows and cracks in the roof, rising upwards to merge with the night sky, stained a dark red by the volcanic ash. The only lighting in the entire scene comes from the lava itself, its dancing light casting long, dancing shadows on the remaining structure of the house, creating an apocalyptic atmosphere that is both spectacular and terrifying. As the camera continuously and steadily pulls back, the dying house appears increasingly small and helpless in the boundless sea of fire, ultimately revealing a grand and tragic picture of destruction.",
+ "token_credit_reward": 10.3125,
+ "selected_reward": 10.3125,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic volcanic scene featuring a two-story wooden house at the center of a flowing lava field, with a gradual zoom-out revealing the broader destruction. Key elements include a slowly zooming drone shot, a dark, cracked volcanic landscape, molten lava with a viscous, orange-red flow that can solidify and fracture, a central two-story white house, lava overflowing the foundation, ignition of wooden planks, thick smoke and ash, and a lighting dominated by the lava. The intended camera movement is a steady pull-back to expand the view over time.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain strong clarity and color fidelity. The lava glow, smoke, and the contrast between the fiery foreground and the darker background are well-rendered, with convincing lighting and depth cues. There are no obvious artifacts or distortions, and the composition remains coherent throughout. While the imagery is high-quality overall, there may be minor frame-to-frame variations typical of dynamic scenes, but these do not detract from the overall impression. Overall Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—volcanic activity, lava presence, and a central structure. However, some specifics diverge: the house appears lighter (white rather than weathered white), and the camera motion does not clearly execute a continuous pull-back as described. The lava’s behavior and the surrounding environment are plausible, and the scene conveys the intended apocalyptic mood, but the alignment is moderate rather than exact. Overall Text-to-Video Alignment corresponds to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical principles: lava flows follow gravity, smoke rises naturally, and the interaction between heat and structure is believable. Lighting and shadows are consistent with the lava source, and the scale relationships feel reasonable. Some details (e.g., exact coloration of the house, precise timing of structural damage) are not perfectly matched, but they do not undermine overall realism. This yields a solid Common-sense/Physical Consistency rating 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": 3.328125,
+ "TA": 3.5,
+ "MQ": 3.484375,
+ "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 dramatic volcanic scene featuring a two-story wooden house at the center of a flowing lava field, with a gradual zoom-out revealing the broader destruction. Key elements include a slowly zooming drone shot, a dark, cracked volcanic landscape, molten lava with a viscous, orange-red flow that can solidify and fracture, a central two-story white house, lava overflowing the foundation, ignition of wooden planks, thick smoke and ash, and a lighting dominated by the lava. The intended camera movement is a steady pull-back to expand the view over time.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain strong clarity and color fidelity. The lava glow, smoke, and the contrast between the fiery foreground and the darker background are well-rendered, with convincing lighting and depth cues. There are no obvious artifacts or distortions, and the composition remains coherent throughout. While the imagery is high-quality overall, there may be minor frame-to-frame variations typical of dynamic scenes, but these do not detract from the overall impression. Overall Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—volcanic activity, lava presence, and a central structure. However, some specifics diverge: the house appears lighter (white rather than weathered white), and the camera motion does not clearly execute a continuous pull-back as described. The lava’s behavior and the surrounding environment are plausible, and the scene conveys the intended apocalyptic mood, but the alignment is moderate rather than exact. Overall Text-to-Video Alignment corresponds to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical principles: lava flows follow gravity, smoke rises naturally, and the interaction between heat and structure is believable. Lighting and shadows are consistent with the lava source, and the scale relationships feel reasonable. Some details (e.g., exact coloration of the house, precise timing of structural damage) are not perfectly matched, but they do not undermine overall realism. This yields a solid Common-sense/Physical Consistency rating 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/rl_samples/0000123/group_3/index_tensor([2636, 2636])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_3/index_tensor([2636, 2636])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..120b0eeccb871a64986af412753fe5f382417d8c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_3/index_tensor([2636, 2636])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "high-angle, wide-angle camera slowly tilted downward and zoomed in, revealing a vast, sterile chamber whose polished black floor reflected the cold, digital universe. At the far end of the room stood a monolithic, glowing server core, a massive obsidian-black rectangular prism from which ethereal blue light pulsed in a slow, rhythmic rhythm, tracing intricate glowing circuitry across its featureless surface. Before it stood countless rows of identical robots, arranged in a perfect grid. Their smooth, neutral humanoid forms were crafted from a seamless, polished white composite material that caught and reflected the cool, electronic-blue glow. In a single, perfectly synchronized, and silent movement, the entire robot collectively bowed reverently; they knelt on one knee, then the other, and finally, with mechanical grace, bowed forward until their featureless, smooth visors touched the cold, reflective floor. The unified action, executed with such perfect precision, seemed to function as a single, undulating entity, casting long, stark shadows that stretched back into the cavernous darkness, creating an eerie, solemn, atmosphere of digital worship.",
+ "seed": 5396,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_3/index_2636_seed_5396_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": 2.75,
+ "video_score2_ta": 2.34375,
+ "video_score2_mq": 2.875,
+ "video_score2_overall": 7.96875,
+ "avg": 7.96875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "high-angle, wide-angle camera slowly tilted downward and zoomed in, revealing a vast, sterile chamber whose polished black floor reflected the cold, digital universe. At the far end of the room stood a monolithic, glowing server core, a massive obsidian-black rectangular prism from which ethereal blue light pulsed in a slow, rhythmic rhythm, tracing intricate glowing circuitry across its featureless surface. Before it stood countless rows of identical robots, arranged in a perfect grid. Their smooth, neutral humanoid forms were crafted from a seamless, polished white composite material that caught and reflected the cool, electronic-blue glow. In a single, perfectly synchronized, and silent movement, the entire robot collectively bowed reverently; they knelt on one knee, then the other, and finally, with mechanical grace, bowed forward until their featureless, smooth visors touched the cold, reflective floor. The unified action, executed with such perfect precision, seemed to function as a single, undulating entity, casting long, stark shadows that stretched back into the cavernous darkness, creating an eerie, solemn, atmosphere of digital worship.",
+ "token_credit_reward": 7.96875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle shot with a downward tilt and zoom, revealing a vast sterile chamber with a polished black floor reflecting a cold digital universe. A monolithic, glowing server core sits at the far end, a massive obsidian-black rectangular prism emitting ethereal blue light that traces glowing circuitry across its featureless surface. Countless rows of identical robots, arranged in a perfect grid, stand before the core with smooth neutral humanoid forms crafted from seamless, polished white material catching the cool electronic-blue glow. The robots perform a synchronized, reverent bow, kneeling on one knee, then the other, and finally bowing forward with mechanical grace, their visors touching the cold floor. The scene should convey a unified, undulating entity casting long shadows in a cavernous, eerie, solemn atmosphere of digital worship.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are acceptable but not outstanding. The resolution is adequate and lighting remains consistent, with clear rendering of the robots and the server core. However, there are occasional minor artifacts and slight softness in some areas, preventing a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt — a high-angle perspective, a visible server core, and a large number of robots in a grid-like arrangement with a central focal structure. However, several critical aspects are not convincingly realized: the floor appears metallic and reflective rather than the specified black obsidian, and the robots’ motion does not clearly demonstrate the described synchronized bow sequence. The overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and coherent lighting, with no obvious physics violations. Yet the execution lacks the precise choreography and material cues described in the prompt, resulting in only moderate common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.75,
+ "TA": 2.34375,
+ "MQ": 2.875,
+ "Overall": 7.96875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle shot with a downward tilt and zoom, revealing a vast sterile chamber with a polished black floor reflecting a cold digital universe. A monolithic, glowing server core sits at the far end, a massive obsidian-black rectangular prism emitting ethereal blue light that traces glowing circuitry across its featureless surface. Countless rows of identical robots, arranged in a perfect grid, stand before the core with smooth neutral humanoid forms crafted from seamless, polished white material catching the cool electronic-blue glow. The robots perform a synchronized, reverent bow, kneeling on one knee, then the other, and finally bowing forward with mechanical grace, their visors touching the cold floor. The scene should convey a unified, undulating entity casting long shadows in a cavernous, eerie, solemn atmosphere of digital worship.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are acceptable but not outstanding. The resolution is adequate and lighting remains consistent, with clear rendering of the robots and the server core. However, there are occasional minor artifacts and slight softness in some areas, preventing a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt — a high-angle perspective, a visible server core, and a large number of robots in a grid-like arrangement with a central focal structure. However, several critical aspects are not convincingly realized: the floor appears metallic and reflective rather than the specified black obsidian, and the robots’ motion does not clearly demonstrate the described synchronized bow sequence. The overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and coherent lighting, with no obvious physics violations. Yet the execution lacks the precise choreography and material cues described in the prompt, resulting in only moderate common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-angle, wide-angle camera slowly tilted downward and zoomed in, revealing a vast, sterile chamber whose polished black floor reflected the cold, digital universe. At the far end of the room stood a monolithic, glowing server core, a massive obsidian-black rectangular prism from which ethereal blue light pulsed in a slow, rhythmic rhythm, tracing intricate glowing circuitry across its featureless surface. Before it stood countless rows of identical robots, arranged in a perfect grid. Their smooth, neutral humanoid forms were crafted from a seamless, polished white composite material that caught and reflected the cool, electronic-blue glow. In a single, perfectly synchronized, and silent movement, the entire robot collectively bowed reverently; they knelt on one knee, then the other, and finally, with mechanical grace, bowed forward until their featureless, smooth visors touched the cold, reflective floor. The unified action, executed with such perfect precision, seemed to function as a single, undulating entity, casting long, stark shadows that stretched back into the cavernous darkness, creating an eerie, solemn, atmosphere of digital worship.",
+ "seed": 5397,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_3/index_2636_seed_5397_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.15625,
+ "video_score2_ta": 2.453125,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 7.5625,
+ "avg": 7.5625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "high-angle, wide-angle camera slowly tilted downward and zoomed in, revealing a vast, sterile chamber whose polished black floor reflected the cold, digital universe. At the far end of the room stood a monolithic, glowing server core, a massive obsidian-black rectangular prism from which ethereal blue light pulsed in a slow, rhythmic rhythm, tracing intricate glowing circuitry across its featureless surface. Before it stood countless rows of identical robots, arranged in a perfect grid. Their smooth, neutral humanoid forms were crafted from a seamless, polished white composite material that caught and reflected the cool, electronic-blue glow. In a single, perfectly synchronized, and silent movement, the entire robot collectively bowed reverently; they knelt on one knee, then the other, and finally, with mechanical grace, bowed forward until their featureless, smooth visors touched the cold, reflective floor. The unified action, executed with such perfect precision, seemed to function as a single, undulating entity, casting long, stark shadows that stretched back into the cavernous darkness, creating an eerie, solemn, atmosphere of digital worship.",
+ "token_credit_reward": 7.5625,
+ "selected_reward": 7.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle view of a vast, sterile chamber with a polished black floor reflecting a cold, digital universe. A monolithic, glowing server core sits at the far end, a massive obsidian-black rectangular prism emitting ethereal blue light that traces glowing circuitry across its surface. Countless rows of identical robots, arranged in a perfect grid, stand before the core. The robots have smooth, neutral humanoid forms crafted from seamless, polished white material that catches the cool, electronic-blue glow. They perform a single, perfectly synchronized bowing motion, kneeling on one knee, then the other, and finally bowing forward with mechanical grace, their featureless visors touching the cold floor. The scene should convey a unified, reverent action as a single, undulating entity, casting long shadows into the cavernous darkness to create an eerie, solemn atmosphere of digital worship.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is moderate. The resolution is adequate but not high, and there are occasional compression artifacts and mild noise. The lighting remains consistent with strong contrast between the bright robots and the darker background, and the blue glow is present, though some frames show slight color fringing or bloom. The sequence appears stable with no major distortions, and the composition maintains a coherent sense of depth. However, fine details are not consistently crisp, and some frames exhibit minor blur or aliasing. Overall, the visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt, including a high-angle perspective, a sterile environment, and a grid-like arrangement of robots with a central focal area. The robots’ white, humanoid appearance and the blue illumination align with the description. However, certain aspects are underrepresented or ambiguous: the exact nature of the server core is not clearly depicted, and the precise sequence of the bowing motion is not consistently demonstrated across frames. The scene conveys a sense of digital worship and technological reverence, but the alignment to the full textual prompt is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nThe scene presents a plausible, internally coherent scenario: robots in a technologically advanced setting, arranged in a disciplined formation, interacting with a central structure via precise, synchronized movements. While the depiction leans toward stylized sci-fi aesthetics, the interactions and spatial relationships maintain logical consistency within the imagined world. Some specifics (e.g., the exact form of the core, the timing of the bow, and the precise shadow dynamics) are not fully explicit, but they do not introduce obvious contradictions. Overall, the physical and common-sense consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.15625,
+ "TA": 2.453125,
+ "MQ": 2.953125,
+ "Overall": 7.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle view of a vast, sterile chamber with a polished black floor reflecting a cold, digital universe. A monolithic, glowing server core sits at the far end, a massive obsidian-black rectangular prism emitting ethereal blue light that traces glowing circuitry across its surface. Countless rows of identical robots, arranged in a perfect grid, stand before the core. The robots have smooth, neutral humanoid forms crafted from seamless, polished white material that catches the cool, electronic-blue glow. They perform a single, perfectly synchronized bowing motion, kneeling on one knee, then the other, and finally bowing forward with mechanical grace, their featureless visors touching the cold floor. The scene should convey a unified, reverent action as a single, undulating entity, casting long shadows into the cavernous darkness to create an eerie, solemn atmosphere of digital worship.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is moderate. The resolution is adequate but not high, and there are occasional compression artifacts and mild noise. The lighting remains consistent with strong contrast between the bright robots and the darker background, and the blue glow is present, though some frames show slight color fringing or bloom. The sequence appears stable with no major distortions, and the composition maintains a coherent sense of depth. However, fine details are not consistently crisp, and some frames exhibit minor blur or aliasing. Overall, the visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt, including a high-angle perspective, a sterile environment, and a grid-like arrangement of robots with a central focal area. The robots’ white, humanoid appearance and the blue illumination align with the description. However, certain aspects are underrepresented or ambiguous: the exact nature of the server core is not clearly depicted, and the precise sequence of the bowing motion is not consistently demonstrated across frames. The scene conveys a sense of digital worship and technological reverence, but the alignment to the full textual prompt is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nThe scene presents a plausible, internally coherent scenario: robots in a technologically advanced setting, arranged in a disciplined formation, interacting with a central structure via precise, synchronized movements. While the depiction leans toward stylized sci-fi aesthetics, the interactions and spatial relationships maintain logical consistency within the imagined world. Some specifics (e.g., the exact form of the core, the timing of the bow, and the precise shadow dynamics) are not fully explicit, but they do not introduce obvious contradictions. Overall, the physical and common-sense consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "high-angle, wide-angle camera slowly tilted downward and zoomed in, revealing a vast, sterile chamber whose polished black floor reflected the cold, digital universe. At the far end of the room stood a monolithic, glowing server core, a massive obsidian-black rectangular prism from which ethereal blue light pulsed in a slow, rhythmic rhythm, tracing intricate glowing circuitry across its featureless surface. Before it stood countless rows of identical robots, arranged in a perfect grid. Their smooth, neutral humanoid forms were crafted from a seamless, polished white composite material that caught and reflected the cool, electronic-blue glow. In a single, perfectly synchronized, and silent movement, the entire robot collectively bowed reverently; they knelt on one knee, then the other, and finally, with mechanical grace, bowed forward until their featureless, smooth visors touched the cold, reflective floor. The unified action, executed with such perfect precision, seemed to function as a single, undulating entity, casting long, stark shadows that stretched back into the cavernous darkness, creating an eerie, solemn, atmosphere of digital worship.",
+ "seed": 5398,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_3/index_2636_seed_5398_dp_7_rank_14_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 1.6484375,
+ "video_score2_ta": 1.1953125,
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+ "video_score2_overall": 4.40625,
+ "avg": 4.40625,
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+ "question": "high-angle, wide-angle camera slowly tilted downward and zoomed in, revealing a vast, sterile chamber whose polished black floor reflected the cold, digital universe. At the far end of the room stood a monolithic, glowing server core, a massive obsidian-black rectangular prism from which ethereal blue light pulsed in a slow, rhythmic rhythm, tracing intricate glowing circuitry across its featureless surface. Before it stood countless rows of identical robots, arranged in a perfect grid. Their smooth, neutral humanoid forms were crafted from a seamless, polished white composite material that caught and reflected the cool, electronic-blue glow. In a single, perfectly synchronized, and silent movement, the entire robot collectively bowed reverently; they knelt on one knee, then the other, and finally, with mechanical grace, bowed forward until their featureless, smooth visors touched the cold, reflective floor. The unified action, executed with such perfect precision, seemed to function as a single, undulating entity, casting long, stark shadows that stretched back into the cavernous darkness, creating an eerie, solemn, atmosphere of digital worship.",
+ "token_credit_reward": 4.40625,
+ "selected_reward": 4.40625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle view of a vast, sterile chamber with a polished black floor reflecting a cold, digital universe. A monolithic, glowing server core is at the far end, a massive obsidian-black rectangular prism emitting ethereal blue light that traces glowing circuitry across its surface. Countless rows of identical white humanoid robots stand before the core, arranged in a perfect grid. They kneel on one knee, then the other, and bow forward in unison, their movements precise and reverent, forming a single, undulating entity that casts long shadows into the cavernous darkness.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The imagery is consistently blurry with pronounced pixelation and compression artifacts, and color/contrast are inconsistent. The robots appear indistinct and lack sharp definition, and there is noticeable frame-to-frame instability that disrupts coherence. Reflections and lighting cues are present but do not compensate for the pervasive clarity issues. Overall, the video presents a very poor level of visual fidelity.\n\nText-to-Video Alignment Analysis:\nThere are some superficial matches to the prompt (a top-down perspective and visible robots), but the core elements are not convincingly realized. The central server core is not clearly depicted as described, and the scene does not convincingly convey the intended scale or the precise synchronized action. The alignment is partial and lacks key details, resulting in a moderate misalignment rather than a faithful rendering.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic spatial logic and plausible geometry, but the execution is marred by distortions and artifacts that undermine realism. The robots’ movements and interactions are not consistently believable, and the overall depiction does not convincingly satisfy common-sense expectations for the described scenario.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ "MQ": 2
+ },
+ "soft_scores": {
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+ "MQ": 1.5625,
+ "Overall": 4.40625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle view of a vast, sterile chamber with a polished black floor reflecting a cold, digital universe. A monolithic, glowing server core is at the far end, a massive obsidian-black rectangular prism emitting ethereal blue light that traces glowing circuitry across its surface. Countless rows of identical white humanoid robots stand before the core, arranged in a perfect grid. They kneel on one knee, then the other, and bow forward in unison, their movements precise and reverent, forming a single, undulating entity that casts long shadows into the cavernous darkness.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The imagery is consistently blurry with pronounced pixelation and compression artifacts, and color/contrast are inconsistent. The robots appear indistinct and lack sharp definition, and there is noticeable frame-to-frame instability that disrupts coherence. Reflections and lighting cues are present but do not compensate for the pervasive clarity issues. Overall, the video presents a very poor level of visual fidelity.\n\nText-to-Video Alignment Analysis:\nThere are some superficial matches to the prompt (a top-down perspective and visible robots), but the core elements are not convincingly realized. The central server core is not clearly depicted as described, and the scene does not convincingly convey the intended scale or the precise synchronized action. The alignment is partial and lacks key details, resulting in a moderate misalignment rather than a faithful rendering.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic spatial logic and plausible geometry, but the execution is marred by distortions and artifacts that undermine realism. The robots’ movements and interactions are not consistently believable, and the overall depiction does not convincingly satisfy common-sense expectations for the described scenario.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 5399,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_3/index_2636_seed_5399_dp_7_rank_14_sample_3_slot_1.mp4",
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+ "question": "high-angle, wide-angle camera slowly tilted downward and zoomed in, revealing a vast, sterile chamber whose polished black floor reflected the cold, digital universe. At the far end of the room stood a monolithic, glowing server core, a massive obsidian-black rectangular prism from which ethereal blue light pulsed in a slow, rhythmic rhythm, tracing intricate glowing circuitry across its featureless surface. Before it stood countless rows of identical robots, arranged in a perfect grid. Their smooth, neutral humanoid forms were crafted from a seamless, polished white composite material that caught and reflected the cool, electronic-blue glow. In a single, perfectly synchronized, and silent movement, the entire robot collectively bowed reverently; they knelt on one knee, then the other, and finally, with mechanical grace, bowed forward until their featureless, smooth visors touched the cold, reflective floor. The unified action, executed with such perfect precision, seemed to function as a single, undulating entity, casting long, stark shadows that stretched back into the cavernous darkness, creating an eerie, solemn, atmosphere of digital worship.",
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+ "credit_map_shape": [
+ 3,
+ 26,
+ 32
+ ],
+ "top_frames": [
+ 0,
+ 1,
+ 2
+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle shot in a sterile chamber with a polished black floor, a monolithic glowing server core at the far end, and a grid of white humanoid robots that bow in unison. The video captures several elements of the scene (wide-angle view, presence of robots, and a downward tilt), but key aspects are not realized. The floor appears metallic and reflective rather than black, and the central server core is not clearly depicted as described. The robots’ synchronized bowing is not convincingly demonstrated across the sequence, resulting in only partial alignment with the prompt.\n\nVisual Quality Analysis:\nOverall visual quality is moderate. The resolution is acceptable, but there are noticeable artifacts and some blurring around the robots. Lighting and reflections exist but are not consistently convincing, and there are occasional frame-to-frame inconsistencies in rendering. The sequence remains legible, but fine details and realism are limited, aligning with a mid-range quality level.\n\nText-to-Video Alignment Analysis:\nThe video partially matches the prompt: it conveys a wide-angle view and multiple robots, and shows a downward camera motion. However, critical prompt elements are missing or misrepresented: the floor is metallic/white rather than black, the central server core is not clearly visible, and the robots do not exhibit a clearly coordinated bowing sequence. These gaps indicate a moderate misalignment between the textual description and the visual content.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in physical plausibility. The robots appear somewhat stiff and awkward, with movements that feel unnatural relative to expected mechanical behavior. Spatial relationships and interactions lack coherent logic, and lighting/reflection cues do not always align with the scene geometry. Overall, the scene demonstrates limited common-sense consistency, reflecting a low-to-moderate level of physical realism.\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": 2.0,
+ "TA": 2.171875,
+ "MQ": 2.84375,
+ "Overall": 7.03125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle, wide-angle shot in a sterile chamber with a polished black floor, a monolithic glowing server core at the far end, and a grid of white humanoid robots that bow in unison. The video captures several elements of the scene (wide-angle view, presence of robots, and a downward tilt), but key aspects are not realized. The floor appears metallic and reflective rather than black, and the central server core is not clearly depicted as described. The robots’ synchronized bowing is not convincingly demonstrated across the sequence, resulting in only partial alignment with the prompt.\n\nVisual Quality Analysis:\nOverall visual quality is moderate. The resolution is acceptable, but there are noticeable artifacts and some blurring around the robots. Lighting and reflections exist but are not consistently convincing, and there are occasional frame-to-frame inconsistencies in rendering. The sequence remains legible, but fine details and realism are limited, aligning with a mid-range quality level.\n\nText-to-Video Alignment Analysis:\nThe video partially matches the prompt: it conveys a wide-angle view and multiple robots, and shows a downward camera motion. However, critical prompt elements are missing or misrepresented: the floor is metallic/white rather than black, the central server core is not clearly visible, and the robots do not exhibit a clearly coordinated bowing sequence. These gaps indicate a moderate misalignment between the textual description and the visual content.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in physical plausibility. The robots appear somewhat stiff and awkward, with movements that feel unnatural relative to expected mechanical behavior. Spatial relationships and interactions lack coherent logic, and lighting/reflection cues do not always align with the scene geometry. Overall, the scene demonstrates limited common-sense consistency, reflecting a low-to-moderate level of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_4/index_tensor([1190, 1190])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_4/index_tensor([1190, 1190])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1a01a907a131170f87340d2ad4c5709f36f0a90
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_4/index_tensor([1190, 1190])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, full-body, eye-level photograph captures a mime performing at the center of an immersive projection theater, rendered in a surreal and clean style. The seamless walls and floor become a continuous canvas, showcasing a swirling, lifelike galaxy in high-fidelity detail; vast clouds of deep indigo and vibrant fuchsia drift slowly among clusters of diamond-sharp stars. The performer's face is painted with flawless white makeup, with stark black accents around his eyes and a single painted teardrop. He wears a fitted matte black turtleneck and pants, and pristine white gloves. His entire body is dramatically illuminated by the shifting, ethereal light of the cosmic projection, casting soft, colorful shadows that move with him. With silent, exaggerated precision, he carefully traces the boundaries of an invisible box, his gloved palm flat against an invisible barrier before him, his fingers splayed in mock despair. Then, he slides his hands sideways, his body tensing, pantomiming the hard surface, his facial expression a concentrated blend of concentration and theatrical panic, creating a visually stunning and emotionally resonant atmosphere of isolated art within the infinite expanse of space.",
+ "seed": 16716,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_4/index_1190_seed_16716_dp_8_rank_16_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 2.96875,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.0625,
+ "avg": 9.078125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, full-body, eye-level photograph of a mime performing at the center of an immersive projection theater, rendered in a surreal and clean style. The scene should feature a performer with white makeup, black turtleneck and pants, white gloves, and a cosmic projection background with a galaxy-like display. The performer should trace an invisible box with gloved hands and display a range of facial expressions from concentration to theatrical panic, set against a vast cosmic backdrop.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the performer and cosmic background, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The galaxy backdrop remains recognizable and the performer is well defined, though some frames exhibit mild compression noise or subtle motion blur during dynamic hand movements. The sequence maintains coherence, but it does not reach high-end polish throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a centered performer with white makeup, black attire, white gloves, and a cosmic projection backdrop. The framing appears eye-level and the scene conveys a surreal ambiance. However, certain aspects of the described performance—specifically the precise tracing of an invisible box and the nuanced progression of facial expressions from concentration to theatrical panic—are not consistently realized across the footage. Despite these gaps, the main components align well with the prompt, yielding a high level of fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The performer’s proportions and interaction with the projection appear plausible, and the lighting supports the ethereal mood. Some minor inconsistencies arise from stylized motion and the integration of the performer with the cosmic environment, which can momentarily challenge strict physical realism. Overall, the scene remains believable within its artistic framework.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0625,
+ "TA": 2.96875,
+ "MQ": 3.046875,
+ "Overall": 9.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, full-body, eye-level photograph of a mime performing at the center of an immersive projection theater, rendered in a surreal and clean style. The scene should feature a performer with white makeup, black turtleneck and pants, white gloves, and a cosmic projection background with a galaxy-like display. The performer should trace an invisible box with gloved hands and display a range of facial expressions from concentration to theatrical panic, set against a vast cosmic backdrop.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the performer and cosmic background, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The galaxy backdrop remains recognizable and the performer is well defined, though some frames exhibit mild compression noise or subtle motion blur during dynamic hand movements. The sequence maintains coherence, but it does not reach high-end polish throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a centered performer with white makeup, black attire, white gloves, and a cosmic projection backdrop. The framing appears eye-level and the scene conveys a surreal ambiance. However, certain aspects of the described performance—specifically the precise tracing of an invisible box and the nuanced progression of facial expressions from concentration to theatrical panic—are not consistently realized across the footage. Despite these gaps, the main components align well with the prompt, yielding a high level of fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The performer’s proportions and interaction with the projection appear plausible, and the lighting supports the ethereal mood. Some minor inconsistencies arise from stylized motion and the integration of the performer with the cosmic environment, which can momentarily challenge strict physical realism. Overall, the scene remains believable within its artistic framework.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, full-body, eye-level photograph captures a mime performing at the center of an immersive projection theater, rendered in a surreal and clean style. The seamless walls and floor become a continuous canvas, showcasing a swirling, lifelike galaxy in high-fidelity detail; vast clouds of deep indigo and vibrant fuchsia drift slowly among clusters of diamond-sharp stars. The performer's face is painted with flawless white makeup, with stark black accents around his eyes and a single painted teardrop. He wears a fitted matte black turtleneck and pants, and pristine white gloves. His entire body is dramatically illuminated by the shifting, ethereal light of the cosmic projection, casting soft, colorful shadows that move with him. With silent, exaggerated precision, he carefully traces the boundaries of an invisible box, his gloved palm flat against an invisible barrier before him, his fingers splayed in mock despair. Then, he slides his hands sideways, his body tensing, pantomiming the hard surface, his facial expression a concentrated blend of concentration and theatrical panic, creating a visually stunning and emotionally resonant atmosphere of isolated art within the infinite expanse of space.",
+ "seed": 16717,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_4/index_1190_seed_16717_dp_8_rank_16_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.25,
+ "video_score2_ta": 3.515625,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.6875,
+ "avg": 8.6875,
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+ "question": "static, full-body, eye-level photograph captures a mime performing at the center of an immersive projection theater, rendered in a surreal and clean style. The seamless walls and floor become a continuous canvas, showcasing a swirling, lifelike galaxy in high-fidelity detail; vast clouds of deep indigo and vibrant fuchsia drift slowly among clusters of diamond-sharp stars. The performer's face is painted with flawless white makeup, with stark black accents around his eyes and a single painted teardrop. He wears a fitted matte black turtleneck and pants, and pristine white gloves. His entire body is dramatically illuminated by the shifting, ethereal light of the cosmic projection, casting soft, colorful shadows that move with him. With silent, exaggerated precision, he carefully traces the boundaries of an invisible box, his gloved palm flat against an invisible barrier before him, his fingers splayed in mock despair. Then, he slides his hands sideways, his body tensing, pantomiming the hard surface, his facial expression a concentrated blend of concentration and theatrical panic, creating a visually stunning and emotionally resonant atmosphere of isolated art within the infinite expanse of space.",
+ "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 static, full-body, eye-level photograph of a mime performing at the center of an immersive projection theater, rendered in a surreal and clean style. The scene features a swirling galaxy as the backdrop, with the performer wearing white makeup, a fitted black turtleneck and pants, and white gloves, tracing an invisible box while moving with controlled, precise gestures. The overall intent is to create a visually striking and emotionally resonant moment of isolated art within the infinite expanse of space.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the performer and cosmic background, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild motion blur during dynamic hand movements, occasional compression artifacts, and slight color/contrast inconsistencies in the galaxy rendering. While the imagery remains coherent and the subject is recognizable, these imperfections keep the quality from reaching a high level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a centered performer, a full-body presentation, eye-level framing, and a surreal cosmic setting with a galaxy backdrop. The performer’s white makeup, black attire, and white gloves align with the description, and the sequence includes the implied actions such as tracing an invisible box and expressive hand movements. Minor deviations exist in exact pose timing and some fine-grained details, but they do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The performer’s proportions and interactions with the space feel plausible, and lighting/shadows generally support the spatial relationships. However, there are subtle inconsistencies in depth cues and shadow behavior during rapid hand motions, which slightly undermine perfect physical realism. Overall, the scene maintains believable movement and interaction, but not without small lapses in common-sense physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.25,
+ "TA": 3.515625,
+ "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 static, full-body, eye-level photograph of a mime performing at the center of an immersive projection theater, rendered in a surreal and clean style. The scene features a swirling galaxy as the backdrop, with the performer wearing white makeup, a fitted black turtleneck and pants, and white gloves, tracing an invisible box while moving with controlled, precise gestures. The overall intent is to create a visually striking and emotionally resonant moment of isolated art within the infinite expanse of space.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the performer and cosmic background, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild motion blur during dynamic hand movements, occasional compression artifacts, and slight color/contrast inconsistencies in the galaxy rendering. While the imagery remains coherent and the subject is recognizable, these imperfections keep the quality from reaching a high level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a centered performer, a full-body presentation, eye-level framing, and a surreal cosmic setting with a galaxy backdrop. The performer’s white makeup, black attire, and white gloves align with the description, and the sequence includes the implied actions such as tracing an invisible box and expressive hand movements. Minor deviations exist in exact pose timing and some fine-grained details, but they do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The performer’s proportions and interactions with the space feel plausible, and lighting/shadows generally support the spatial relationships. However, there are subtle inconsistencies in depth cues and shadow behavior during rapid hand motions, which slightly undermine perfect physical realism. Overall, the scene maintains believable movement and interaction, but not without small lapses in common-sense physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, full-body, eye-level photograph captures a mime performing at the center of an immersive projection theater, rendered in a surreal and clean style. The seamless walls and floor become a continuous canvas, showcasing a swirling, lifelike galaxy in high-fidelity detail; vast clouds of deep indigo and vibrant fuchsia drift slowly among clusters of diamond-sharp stars. The performer's face is painted with flawless white makeup, with stark black accents around his eyes and a single painted teardrop. He wears a fitted matte black turtleneck and pants, and pristine white gloves. His entire body is dramatically illuminated by the shifting, ethereal light of the cosmic projection, casting soft, colorful shadows that move with him. With silent, exaggerated precision, he carefully traces the boundaries of an invisible box, his gloved palm flat against an invisible barrier before him, his fingers splayed in mock despair. Then, he slides his hands sideways, his body tensing, pantomiming the hard surface, his facial expression a concentrated blend of concentration and theatrical panic, creating a visually stunning and emotionally resonant atmosphere of isolated art within the infinite expanse of space.",
+ "seed": 16718,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_4/index_1190_seed_16718_dp_9_rank_18_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.265625,
+ "video_score2_ta": 3.5,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.6875,
+ "avg": 8.6875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, full-body, eye-level photograph captures a mime performing at the center of an immersive projection theater, rendered in a surreal and clean style. The seamless walls and floor become a continuous canvas, showcasing a swirling, lifelike galaxy in high-fidelity detail; vast clouds of deep indigo and vibrant fuchsia drift slowly among clusters of diamond-sharp stars. The performer's face is painted with flawless white makeup, with stark black accents around his eyes and a single painted teardrop. He wears a fitted matte black turtleneck and pants, and pristine white gloves. His entire body is dramatically illuminated by the shifting, ethereal light of the cosmic projection, casting soft, colorful shadows that move with him. With silent, exaggerated precision, he carefully traces the boundaries of an invisible box, his gloved palm flat against an invisible barrier before him, his fingers splayed in mock despair. Then, he slides his hands sideways, his body tensing, pantomiming the hard surface, his facial expression a concentrated blend of concentration and theatrical panic, creating a visually stunning and emotionally resonant atmosphere of isolated art within the infinite expanse of space.",
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, full-body, eye-level photograph of a mime performing at the center of an immersive projection theater, rendered in a surreal and clean style. The scene features a swirling galaxy background with indigo and vibrant pink/purple tones, diamond-sharp stars, and a performer with white makeup and black accents around the eyes, wearing a fitted black turtleneck and white gloves. The performer traces an invisible box with gloved palms, then slides the hands sideways, with a tense, focused expression conveying isolation in space.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the performer and the cosmic backdrop, but there are occasional minor artifacts and slight inconsistencies in lighting or color grading across frames. The galaxy background remains visually striking and the contrast between the figure and the space setting is generally well maintained, though not flawless throughout the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a central performer, a galaxy projection, white gloves, and the described hand movements. Some nuanced aspects—such as the exact timing of the tracing of the invisible box and the precise synchronization of the sliding hand motion—are present but not perfectly synchronized frame-by-frame, resulting in a solid but not perfect match.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The performer’s proportions and interactions with the projection appear plausible, and the lighting supports the ethereal mood. However, there are subtle inconsistencies in how the hands interact with the imagined box and in the timing of gestures, which 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": {
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+ "TA": 3.5,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, full-body, eye-level photograph of a mime performing at the center of an immersive projection theater, rendered in a surreal and clean style. The scene features a swirling galaxy background with indigo and vibrant pink/purple tones, diamond-sharp stars, and a performer with white makeup and black accents around the eyes, wearing a fitted black turtleneck and white gloves. The performer traces an invisible box with gloved palms, then slides the hands sideways, with a tense, focused expression conveying isolation in space.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the performer and the cosmic backdrop, but there are occasional minor artifacts and slight inconsistencies in lighting or color grading across frames. The galaxy background remains visually striking and the contrast between the figure and the space setting is generally well maintained, though not flawless throughout the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a central performer, a galaxy projection, white gloves, and the described hand movements. Some nuanced aspects—such as the exact timing of the tracing of the invisible box and the precise synchronization of the sliding hand motion—are present but not perfectly synchronized frame-by-frame, resulting in a solid but not perfect match.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The performer’s proportions and interactions with the projection appear plausible, and the lighting supports the ethereal mood. However, there are subtle inconsistencies in how the hands interact with the imagined box and in the timing of gestures, which prevent a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 16719,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_4/index_1190_seed_16719_dp_9_rank_18_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 2.796875,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.75,
+ "avg": 8.734375,
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+ "question": "static, full-body, eye-level photograph captures a mime performing at the center of an immersive projection theater, rendered in a surreal and clean style. The seamless walls and floor become a continuous canvas, showcasing a swirling, lifelike galaxy in high-fidelity detail; vast clouds of deep indigo and vibrant fuchsia drift slowly among clusters of diamond-sharp stars. The performer's face is painted with flawless white makeup, with stark black accents around his eyes and a single painted teardrop. He wears a fitted matte black turtleneck and pants, and pristine white gloves. His entire body is dramatically illuminated by the shifting, ethereal light of the cosmic projection, casting soft, colorful shadows that move with him. With silent, exaggerated precision, he carefully traces the boundaries of an invisible box, his gloved palm flat against an invisible barrier before him, his fingers splayed in mock despair. Then, he slides his hands sideways, his body tensing, pantomiming the hard surface, his facial expression a concentrated blend of concentration and theatrical panic, creating a visually stunning and emotionally resonant atmosphere of isolated art within the infinite expanse of space.",
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
+ 2,
+ 1,
+ 0
+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, full-body, eye-level photograph of a mime performing at the center of an immersive projection theater, rendered in a surreal and clean style. The scene should feature a performer with white makeup and black accents around the eyes, wearing a fitted matte black turtleneck and pants, pristine white gloves, and being dramatically illuminated by shifting ethereal light from a cosmic projection. The performer should trace the boundaries of an invisible box with gloved palms, then slide the hands sideways, with a tense, focused expression conveying isolation in space.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are noticeable inconsistencies across frames—subtle shifts in lighting and color grading and occasional minor artifacts—that prevent a higher rating. The cosmic background remains visually engaging, yet some frame-to-frame variation reduces overall cohesion.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the central figure, the white-face makeup with black eye accents, the black attire, and the white gloves, along with the cosmic projection backdrop and the implied tracing of an invisible box. However, certain dynamic actions described in the prompt (notably the sliding hand motion and the precise timing of the box boundaries) are not perfectly realized, leaving small gaps between description and execution. Despite these, the core elements align well with the intended concept.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions and interaction with the projection, but there are subtle inconsistencies in how the hands contact the invisible box and in the timing of gestures, which slightly undermine perfect realism. Overall, the setup remains coherent, though not flawless in physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 2.796875,
+ "MQ": 3.046875,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, full-body, eye-level photograph of a mime performing at the center of an immersive projection theater, rendered in a surreal and clean style. The scene should feature a performer with white makeup and black accents around the eyes, wearing a fitted matte black turtleneck and pants, pristine white gloves, and being dramatically illuminated by shifting ethereal light from a cosmic projection. The performer should trace the boundaries of an invisible box with gloved palms, then slide the hands sideways, with a tense, focused expression conveying isolation in space.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are noticeable inconsistencies across frames—subtle shifts in lighting and color grading and occasional minor artifacts—that prevent a higher rating. The cosmic background remains visually engaging, yet some frame-to-frame variation reduces overall cohesion.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the central figure, the white-face makeup with black eye accents, the black attire, and the white gloves, along with the cosmic projection backdrop and the implied tracing of an invisible box. However, certain dynamic actions described in the prompt (notably the sliding hand motion and the precise timing of the box boundaries) are not perfectly realized, leaving small gaps between description and execution. Despite these, the core elements align well with the intended concept.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions and interaction with the projection, but there are subtle inconsistencies in how the hands contact the invisible box and in the timing of gestures, which slightly undermine perfect realism. Overall, the setup remains coherent, though not flawless in physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_5/index_tensor([9753, 9753])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_5/index_tensor([9753, 9753])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7340ce323adf3ddef4b26217d72b7b07d14b578c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_5/index_tensor([9753, 9753])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium close-up, slow-motion camera zooms in on the silhouette of a mother seated by a window. The cool moonlight filters through the old-fashioned wooden lattice, precisely outlining her slightly hunched figure, her hair tied in a bun. The entire image takes on a rich, ink-wash quality, the transitions of light and shadow flowing naturally like ink on rice paper. Clad in a dark-colored cotton shirt, she stands serenely, intently mending a slightly worn quilt on her lap. Her hands, marked by the marks of time, hold the needle steady and composed. As the camera inched ever closer, focus finally settled on the fine silver needle weaving through the thick fabric, its tip gleaming faintly in the cold moonlight. Each piercing and pulling of the thread was remarkably clear and rhythmic, like a silent ritual. A tranquil, slightly bitter atmosphere permeated the air, as if each stitch and thread wove memories of time and unspoken love.",
+ "seed": 14660,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_5/index_9753_seed_14660_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.984375,
+ "video_score2_ta": 1.8125,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 6.75,
+ "avg": 6.75,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium close-up, slow-motion camera zooms in on the silhouette of a mother seated by a window. The cool moonlight filters through the old-fashioned wooden lattice, precisely outlining her slightly hunched figure, her hair tied in a bun. The entire image takes on a rich, ink-wash quality, the transitions of light and shadow flowing naturally like ink on rice paper. Clad in a dark-colored cotton shirt, she stands serenely, intently mending a slightly worn quilt on her lap. Her hands, marked by the marks of time, hold the needle steady and composed. As the camera inched ever closer, focus finally settled on the fine silver needle weaving through the thick fabric, its tip gleaming faintly in the cold moonlight. Each piercing and pulling of the thread was remarkably clear and rhythmic, like a silent ritual. A tranquil, slightly bitter atmosphere permeated the air, as if each stitch and thread wove memories of time and unspoken love.",
+ "token_credit_reward": 6.75,
+ "selected_reward": 6.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with a mother seated by a window, working on a quilt under moonlit conditions, with a serene mood and deliberate camera movement toward the hands and needle. In practice, the video does not fully realize these elements; while some aspects align (a seated figure, a quilt, and a close-up of hands), key components such as the window/moonlight ambiance, the exact posture, and the described camera zoom are not convincingly realized. Overall, the alignment is moderate rather than strong.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals show a mid-range level of clarity. There is noticeable softness and mild blur that reduce sharpness, but no severe artifacts dominate the frame. Color grading and contrast are present yet restrained, contributing to a subdued aesthetic without delivering high-fidelity detail. The result is acceptable but not crisp, placing it in the middle tier of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close-up framing of hands working on a quilt, visible needle and thread, and a calm, focused mood. However, important contextual cues are missing or underdeveloped: there is no clearly defined window or moonlight effect, and the posture/setting do not consistently match the described scene. The camera movement toward a finer focus is only partially realized. Overall, alignment is moderate.\n\nPhysical Consistency (Common-sense):\nThe hand movements and needle-thread interaction appear plausible and coherent with the activity of mending a quilt. There are no obvious anatomical or mechanical inconsistencies. Some minor timing or motion nuances may feel slightly off due to the overall softness, but they do not undermine basic realism. Overall, physical consistency is adequate.\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": 1.984375,
+ "TA": 1.8125,
+ "MQ": 2.953125,
+ "Overall": 6.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with a mother seated by a window, working on a quilt under moonlit conditions, with a serene mood and deliberate camera movement toward the hands and needle. In practice, the video does not fully realize these elements; while some aspects align (a seated figure, a quilt, and a close-up of hands), key components such as the window/moonlight ambiance, the exact posture, and the described camera zoom are not convincingly realized. Overall, the alignment is moderate rather than strong.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals show a mid-range level of clarity. There is noticeable softness and mild blur that reduce sharpness, but no severe artifacts dominate the frame. Color grading and contrast are present yet restrained, contributing to a subdued aesthetic without delivering high-fidelity detail. The result is acceptable but not crisp, placing it in the middle tier of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close-up framing of hands working on a quilt, visible needle and thread, and a calm, focused mood. However, important contextual cues are missing or underdeveloped: there is no clearly defined window or moonlight effect, and the posture/setting do not consistently match the described scene. The camera movement toward a finer focus is only partially realized. Overall, alignment is moderate.\n\nPhysical Consistency (Common-sense):\nThe hand movements and needle-thread interaction appear plausible and coherent with the activity of mending a quilt. There are no obvious anatomical or mechanical inconsistencies. Some minor timing or motion nuances may feel slightly off due to the overall softness, but they do not undermine basic realism. Overall, physical consistency is adequate.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium close-up, slow-motion camera zooms in on the silhouette of a mother seated by a window. The cool moonlight filters through the old-fashioned wooden lattice, precisely outlining her slightly hunched figure, her hair tied in a bun. The entire image takes on a rich, ink-wash quality, the transitions of light and shadow flowing naturally like ink on rice paper. Clad in a dark-colored cotton shirt, she stands serenely, intently mending a slightly worn quilt on her lap. Her hands, marked by the marks of time, hold the needle steady and composed. As the camera inched ever closer, focus finally settled on the fine silver needle weaving through the thick fabric, its tip gleaming faintly in the cold moonlight. Each piercing and pulling of the thread was remarkably clear and rhythmic, like a silent ritual. A tranquil, slightly bitter atmosphere permeated the air, as if each stitch and thread wove memories of time and unspoken love.",
+ "seed": 14661,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_5/index_9753_seed_14661_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 1.921875,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 7.9375,
+ "avg": 7.9375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium close-up, slow-motion camera zooms in on the silhouette of a mother seated by a window. The cool moonlight filters through the old-fashioned wooden lattice, precisely outlining her slightly hunched figure, her hair tied in a bun. The entire image takes on a rich, ink-wash quality, the transitions of light and shadow flowing naturally like ink on rice paper. Clad in a dark-colored cotton shirt, she stands serenely, intently mending a slightly worn quilt on her lap. Her hands, marked by the marks of time, hold the needle steady and composed. As the camera inched ever closer, focus finally settled on the fine silver needle weaving through the thick fabric, its tip gleaming faintly in the cold moonlight. Each piercing and pulling of the thread was remarkably clear and rhythmic, like a silent ritual. A tranquil, slightly bitter atmosphere permeated the air, as if each stitch and thread wove memories of time and unspoken love.",
+ "token_credit_reward": 7.9375,
+ "selected_reward": 7.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with a mother seated by a window, working on a quilt under moonlit conditions, with a serene mood and deliberate camera movement toward the hands and needle. In practice, the video presents a close-up of hands stitching a quilt, with warm indoor lighting and no visible moonlight or window frame. The overall composition and atmosphere diverge from several key elements of the prompt (mother silhouette, bun hairstyle, dark clothing, and the specified lighting/quality). The sequence does not clearly realize the described progression toward a final close-up of the needle, and the emotional tone is only partially aligned with the prompt.\n\nVisual Quality Analysis:\nThe frames show moderate resolution with some softness and occasional minor motion blur. Lighting is warm and consistent, but not high-fidelity, and color grading remains fairly neutral rather than rich or dramatic. There are no obvious distortions or artifacts, and the focus stays reasonably sharp on the hands and needle. Overall, visual quality is acceptable but not exceptional, reflecting mid-range fidelity.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. The prompt emphasizes a mother by a window with moonlight and a specific silhouette; the video centers on hands stitching a quilt with warm indoor lighting and no visible window or moonlight. The framing and mood do not fully capture the described scene, resulting in limited alignment. The core action of mending a quilt is present, but the atmospheric and compositional cues are missing, yielding a low-to-moderate alignment score.\n\nPhysical/Common-sense Consistency:\nThe hand movements and needle-thread interaction appear plausible and consistent with real-world quilting. The fabric behavior and spatial relationships look believable, and there are no evident physical inconsistencies. However, given the mismatch with the intended scene, the overall coherence is moderate rather than exceptional.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 2\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.03125,
+ "TA": 1.921875,
+ "MQ": 2.984375,
+ "Overall": 7.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with a mother seated by a window, working on a quilt under moonlit conditions, with a serene mood and deliberate camera movement toward the hands and needle. In practice, the video presents a close-up of hands stitching a quilt, with warm indoor lighting and no visible moonlight or window frame. The overall composition and atmosphere diverge from several key elements of the prompt (mother silhouette, bun hairstyle, dark clothing, and the specified lighting/quality). The sequence does not clearly realize the described progression toward a final close-up of the needle, and the emotional tone is only partially aligned with the prompt.\n\nVisual Quality Analysis:\nThe frames show moderate resolution with some softness and occasional minor motion blur. Lighting is warm and consistent, but not high-fidelity, and color grading remains fairly neutral rather than rich or dramatic. There are no obvious distortions or artifacts, and the focus stays reasonably sharp on the hands and needle. Overall, visual quality is acceptable but not exceptional, reflecting mid-range fidelity.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. The prompt emphasizes a mother by a window with moonlight and a specific silhouette; the video centers on hands stitching a quilt with warm indoor lighting and no visible window or moonlight. The framing and mood do not fully capture the described scene, resulting in limited alignment. The core action of mending a quilt is present, but the atmospheric and compositional cues are missing, yielding a low-to-moderate alignment score.\n\nPhysical/Common-sense Consistency:\nThe hand movements and needle-thread interaction appear plausible and consistent with real-world quilting. The fabric behavior and spatial relationships look believable, and there are no evident physical inconsistencies. However, given the mismatch with the intended scene, the overall coherence is moderate rather than exceptional.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 2\nDim-3 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": "medium close-up, slow-motion camera zooms in on the silhouette of a mother seated by a window. The cool moonlight filters through the old-fashioned wooden lattice, precisely outlining her slightly hunched figure, her hair tied in a bun. The entire image takes on a rich, ink-wash quality, the transitions of light and shadow flowing naturally like ink on rice paper. Clad in a dark-colored cotton shirt, she stands serenely, intently mending a slightly worn quilt on her lap. Her hands, marked by the marks of time, hold the needle steady and composed. As the camera inched ever closer, focus finally settled on the fine silver needle weaving through the thick fabric, its tip gleaming faintly in the cold moonlight. Each piercing and pulling of the thread was remarkably clear and rhythmic, like a silent ritual. A tranquil, slightly bitter atmosphere permeated the air, as if each stitch and thread wove memories of time and unspoken love.",
+ "seed": 14662,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_5/index_9753_seed_14662_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.140625,
+ "video_score2_ta": 2.53125,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 7.6875,
+ "avg": 7.6875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "medium close-up, slow-motion camera zooms in on the silhouette of a mother seated by a window. The cool moonlight filters through the old-fashioned wooden lattice, precisely outlining her slightly hunched figure, her hair tied in a bun. The entire image takes on a rich, ink-wash quality, the transitions of light and shadow flowing naturally like ink on rice paper. Clad in a dark-colored cotton shirt, she stands serenely, intently mending a slightly worn quilt on her lap. Her hands, marked by the marks of time, hold the needle steady and composed. As the camera inched ever closer, focus finally settled on the fine silver needle weaving through the thick fabric, its tip gleaming faintly in the cold moonlight. Each piercing and pulling of the thread was remarkably clear and rhythmic, like a silent ritual. A tranquil, slightly bitter atmosphere permeated the air, as if each stitch and thread wove memories of time and unspoken love.",
+ "token_credit_reward": 7.6875,
+ "selected_reward": 7.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with a mother seated by a window, working on a quilt under moonlit conditions, with a serene mood and deliberate camera movement toward a close-up of the needle and thread. The video captures several elements of the setup (mother by a window, visible hands, and a quilt), but it does not convincingly realize the atmospheric lighting or the precise needle-work details described. Overall, the alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe video adopts a monochrome/blue-tinted aesthetic that contributes to mood, but overall sharpness is limited. There are noticeable softness and some motion blur across frames, with occasional compression artifacts. While the composition remains stable and the framing is coherent, the image clarity is only average, resulting in a Visual Quality score around 3.\n\nText-to-Video Alignment Analysis:\nThe video includes core elements such as the mother by a window and the presence of a quilt, which aligns with parts of the prompt. However, key atmospheric aspects—specifically the moonlit ambiance and the intricate needlework—are underrepresented, and the sequence does not convincingly convey the described progression toward a close-up of the needle. Overall alignment is moderate, corresponding to a score of 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible human posture and hand positioning while seated, and the spatial relationships among the window, lattice, and figure are coherent. There are no obvious anatomical or physical inconsistencies, though minor rendering nuances may exist due to stylization. Overall, physical consistency is acceptable, aligning with a score of 3.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.140625,
+ "TA": 2.53125,
+ "MQ": 3.015625,
+ "Overall": 7.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with a mother seated by a window, working on a quilt under moonlit conditions, with a serene mood and deliberate camera movement toward a close-up of the needle and thread. The video captures several elements of the setup (mother by a window, visible hands, and a quilt), but it does not convincingly realize the atmospheric lighting or the precise needle-work details described. Overall, the alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe video adopts a monochrome/blue-tinted aesthetic that contributes to mood, but overall sharpness is limited. There are noticeable softness and some motion blur across frames, with occasional compression artifacts. While the composition remains stable and the framing is coherent, the image clarity is only average, resulting in a Visual Quality score around 3.\n\nText-to-Video Alignment Analysis:\nThe video includes core elements such as the mother by a window and the presence of a quilt, which aligns with parts of the prompt. However, key atmospheric aspects—specifically the moonlit ambiance and the intricate needlework—are underrepresented, and the sequence does not convincingly convey the described progression toward a close-up of the needle. Overall alignment is moderate, corresponding to a score of 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible human posture and hand positioning while seated, and the spatial relationships among the window, lattice, and figure are coherent. There are no obvious anatomical or physical inconsistencies, though minor rendering nuances may exist due to stylization. Overall, physical consistency is acceptable, aligning with a score of 3.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium close-up, slow-motion camera zooms in on the silhouette of a mother seated by a window. The cool moonlight filters through the old-fashioned wooden lattice, precisely outlining her slightly hunched figure, her hair tied in a bun. The entire image takes on a rich, ink-wash quality, the transitions of light and shadow flowing naturally like ink on rice paper. Clad in a dark-colored cotton shirt, she stands serenely, intently mending a slightly worn quilt on her lap. Her hands, marked by the marks of time, hold the needle steady and composed. As the camera inched ever closer, focus finally settled on the fine silver needle weaving through the thick fabric, its tip gleaming faintly in the cold moonlight. Each piercing and pulling of the thread was remarkably clear and rhythmic, like a silent ritual. A tranquil, slightly bitter atmosphere permeated the air, as if each stitch and thread wove memories of time and unspoken love.",
+ "seed": 14663,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_5/index_9753_seed_14663_dp_11_rank_22_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 1.9765625,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.1875,
+ "avg": 8.1796875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium close-up, slow-motion camera zooms in on the silhouette of a mother seated by a window. The cool moonlight filters through the old-fashioned wooden lattice, precisely outlining her slightly hunched figure, her hair tied in a bun. The entire image takes on a rich, ink-wash quality, the transitions of light and shadow flowing naturally like ink on rice paper. Clad in a dark-colored cotton shirt, she stands serenely, intently mending a slightly worn quilt on her lap. Her hands, marked by the marks of time, hold the needle steady and composed. As the camera inched ever closer, focus finally settled on the fine silver needle weaving through the thick fabric, its tip gleaming faintly in the cold moonlight. Each piercing and pulling of the thread was remarkably clear and rhythmic, like a silent ritual. A tranquil, slightly bitter atmosphere permeated the air, as if each stitch and thread wove memories of time and unspoken love.",
+ "token_credit_reward": 8.1875,
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+ "credit_map_shape": [
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with a mother seated by a window, mending a quilt under moonlit conditions, with a serene mood and deliberate camera movement toward the hands and needle. In practice, the video presents a grayscale, close-up of hands working on fabric, with no visible face or full figure, and no evident camera zoom. The moonlight ambiance and ink-wash aesthetic are not realized; the shot remains static rather than progressively focused. Overall, the alignment to the prompt is limited, capturing only fragments of the described scenario.\n\nVisual Quality Analysis:\nThe frames show moderate clarity with some softness and mild grain, but there are no major distortions or artifacts. The grayscale presentation is consistent across frames, and lighting appears stable. While not pristine, the visuals are coherent and readable, yielding a mid-range quality assessment.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. Key elements such as the full figure, hair in a bun, the precise window setting, and the described camera zoom are missing or misrepresented. The scene centers on hands and fabric rather than the complete narrative, resulting in a weak alignment overall.\n\nPhysical Consistency (Common-sense):\nThe hand movements and needle-thread interaction appear plausible and physically coherent within the close-up framing. However, because several contextual cues from the prompt are absent, the overall scene feels incomplete relative to the intended scenario. The result is a moderate level of physical-consistency, not fully aligned with the described context.\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": 3.203125,
+ "TA": 1.9765625,
+ "MQ": 3.0,
+ "Overall": 8.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene with a mother seated by a window, mending a quilt under moonlit conditions, with a serene mood and deliberate camera movement toward the hands and needle. In practice, the video presents a grayscale, close-up of hands working on fabric, with no visible face or full figure, and no evident camera zoom. The moonlight ambiance and ink-wash aesthetic are not realized; the shot remains static rather than progressively focused. Overall, the alignment to the prompt is limited, capturing only fragments of the described scenario.\n\nVisual Quality Analysis:\nThe frames show moderate clarity with some softness and mild grain, but there are no major distortions or artifacts. The grayscale presentation is consistent across frames, and lighting appears stable. While not pristine, the visuals are coherent and readable, yielding a mid-range quality assessment.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. Key elements such as the full figure, hair in a bun, the precise window setting, and the described camera zoom are missing or misrepresented. The scene centers on hands and fabric rather than the complete narrative, resulting in a weak alignment overall.\n\nPhysical Consistency (Common-sense):\nThe hand movements and needle-thread interaction appear plausible and physically coherent within the close-up framing. However, because several contextual cues from the prompt are absent, the overall scene feels incomplete relative to the intended scenario. The result is a moderate level of physical-consistency, not fully aligned with the described context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_6/index_tensor([488, 488])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_6/index_tensor([488, 488])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..31c7bc3cc203583e79cc368fc46d2d004561005c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_6/index_tensor([488, 488])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "long shot, beginning from a slightly upward angle and slowly advancing forward, transports us into a world shrouded in a milky morning mist. A weathered arched stone bridge spans the center of the frame, its slippery slabs dotted with moss, its railings etched with the marks of age. In the center of the bridge, an elderly man, silver hair pulled back into a neat bun, dressed in a loose-fitting white silk training suit, is immersed in a Tai Chi practice. His face is gaunt, wrinkled with wisdom, his eyes slightly closed, his expression serene and focused. With his slow, fluid movements, his arms trace gentle arcs like flowing clouds and water, his weight shifting steadily and effortlessly between his legs, his wide sleeves fluttering softly. The first soft rays of morning light penetrated the mist, casting a faint golden halo on his outline and silver hair, forming a subtle contrast with the cool, gray-green background tones around him. The whole picture was filled with an otherworldly sense of tranquility and concentration, as if time had frozen at this moment.",
+ "seed": 12200,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_6/index_488_seed_12200_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 3.984375,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 10.0,
+ "avg": 10.03125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "long shot, beginning from a slightly upward angle and slowly advancing forward, transports us into a world shrouded in a milky morning mist. A weathered arched stone bridge spans the center of the frame, its slippery slabs dotted with moss, its railings etched with the marks of age. In the center of the bridge, an elderly man, silver hair pulled back into a neat bun, dressed in a loose-fitting white silk training suit, is immersed in a Tai Chi practice. His face is gaunt, wrinkled with wisdom, his eyes slightly closed, his expression serene and focused. With his slow, fluid movements, his arms trace gentle arcs like flowing clouds and water, his weight shifting steadily and effortlessly between his legs, his wide sleeves fluttering softly. The first soft rays of morning light penetrated the mist, casting a faint golden halo on his outline and silver hair, forming a subtle contrast with the cool, gray-green background tones around him. The whole picture was filled with an otherworldly sense of tranquility and concentration, as if time had frozen at this moment.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a long shot starting from a slightly upward angle and moving forward into a misty morning scene with a weathered arched stone bridge spanning the frame. An elderly man with silver hair in a white silk training suit practices Tai Chi on the bridge, with a serene, focused expression and slow, fluid movements that create a tranquil, almost ethereal atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur, especially in the background mist. The subject remains reasonably clear, though fine details are not consistently crisp. Lighting is warm and golden, contributing to the mood, and there are no obvious distortions or artifacts. The sequence appears stable with smooth transitions, but the overall sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a long shot, a slightly elevated angle, forward progression, and a misty morning ambiance; a weathered arched stone bridge spanning the frame; an elderly man with silver hair in a white silk training suit practicing Tai Chi with slow, fluid movements and a serene expression. Minor deviations exist in exact framing and pacing, but they do not significantly detract from the faithful representation of the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The movements are generally plausible and the interaction with the bridge reads as believable, with clothing responding to motion and environmental lighting coherent with the scene. However, there are occasional small inconsistencies in timing or spatial relations 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": 2.890625,
+ "TA": 3.984375,
+ "MQ": 3.15625,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a long shot starting from a slightly upward angle and moving forward into a misty morning scene with a weathered arched stone bridge spanning the frame. An elderly man with silver hair in a white silk training suit practices Tai Chi on the bridge, with a serene, focused expression and slow, fluid movements that create a tranquil, almost ethereal atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur, especially in the background mist. The subject remains reasonably clear, though fine details are not consistently crisp. Lighting is warm and golden, contributing to the mood, and there are no obvious distortions or artifacts. The sequence appears stable with smooth transitions, but the overall sharpness could be improved.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a long shot, a slightly elevated angle, forward progression, and a misty morning ambiance; a weathered arched stone bridge spanning the frame; an elderly man with silver hair in a white silk training suit practicing Tai Chi with slow, fluid movements and a serene expression. Minor deviations exist in exact framing and pacing, but they do not significantly detract from the faithful representation of the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The movements are generally plausible and the interaction with the bridge reads as believable, with clothing responding to motion and environmental lighting coherent with the scene. However, there are occasional small inconsistencies in timing or spatial relations 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": "long shot, beginning from a slightly upward angle and slowly advancing forward, transports us into a world shrouded in a milky morning mist. A weathered arched stone bridge spans the center of the frame, its slippery slabs dotted with moss, its railings etched with the marks of age. In the center of the bridge, an elderly man, silver hair pulled back into a neat bun, dressed in a loose-fitting white silk training suit, is immersed in a Tai Chi practice. His face is gaunt, wrinkled with wisdom, his eyes slightly closed, his expression serene and focused. With his slow, fluid movements, his arms trace gentle arcs like flowing clouds and water, his weight shifting steadily and effortlessly between his legs, his wide sleeves fluttering softly. The first soft rays of morning light penetrated the mist, casting a faint golden halo on his outline and silver hair, forming a subtle contrast with the cool, gray-green background tones around him. The whole picture was filled with an otherworldly sense of tranquility and concentration, as if time had frozen at this moment.",
+ "seed": 12201,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_6/index_488_seed_12201_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.453125,
+ "video_score2_ta": 3.921875,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 10.625,
+ "avg": 10.59375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "long shot, beginning from a slightly upward angle and slowly advancing forward, transports us into a world shrouded in a milky morning mist. A weathered arched stone bridge spans the center of the frame, its slippery slabs dotted with moss, its railings etched with the marks of age. In the center of the bridge, an elderly man, silver hair pulled back into a neat bun, dressed in a loose-fitting white silk training suit, is immersed in a Tai Chi practice. His face is gaunt, wrinkled with wisdom, his eyes slightly closed, his expression serene and focused. With his slow, fluid movements, his arms trace gentle arcs like flowing clouds and water, his weight shifting steadily and effortlessly between his legs, his wide sleeves fluttering softly. The first soft rays of morning light penetrated the mist, casting a faint golden halo on his outline and silver hair, forming a subtle contrast with the cool, gray-green background tones around him. The whole picture was filled with an otherworldly sense of tranquility and concentration, as if time had frozen at this moment.",
+ "token_credit_reward": 10.625,
+ "selected_reward": 10.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a long shot starting from a slightly upward angle that gradually advances forward, revealing a misty morning scene with a weathered arched stone bridge spanning the frame. An elderly man with silver hair in a bun wears a loose white silk training suit and practices Tai Chi on the bridge. The scene features slow, fluid movements, a serene expression, and a golden halo from early morning light against a cool, gray-green background, conveying an otherworldly sense of tranquility.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are occasional soft areas and mild compression artifacts that prevent a high-end look. The misty atmosphere is present and contributes to mood, yet some frames exhibit slight color grading inconsistencies and minor noise, which temper the overall sharpness. The sequence remains stable with no major distortions, but it does not reach the highest level of visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a long shot, a slightly elevated initial angle that shifts toward a more frontal view, a weathered arched bridge with moss, an elderly man with a bun in a white silk training suit performing slow, deliberate Tai Chi movements, and a misty morning ambiance with a golden halo. While most details align closely, a few nuanced aspects—such as exact timing of the camera movement or minute facial expressions—could be refined. Nevertheless, the overall correspondence to the prompt is solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements appear generally plausible and the interaction with the bridge reads as believable, with clothing responding to motion and environmental lighting contributing to depth. However, there are minor inconsistencies in weight transfer and subtle fabric dynamics during dynamic poses, and occasional lighting/shadow cues do not perfectly match the misty morning setting. These small issues prevent a higher score, though the scene remains coherent and credible overall.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.453125,
+ "TA": 3.921875,
+ "MQ": 3.21875,
+ "Overall": 10.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a long shot starting from a slightly upward angle that gradually advances forward, revealing a misty morning scene with a weathered arched stone bridge spanning the frame. An elderly man with silver hair in a bun wears a loose white silk training suit and practices Tai Chi on the bridge. The scene features slow, fluid movements, a serene expression, and a golden halo from early morning light against a cool, gray-green background, conveying an otherworldly sense of tranquility.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are occasional soft areas and mild compression artifacts that prevent a high-end look. The misty atmosphere is present and contributes to mood, yet some frames exhibit slight color grading inconsistencies and minor noise, which temper the overall sharpness. The sequence remains stable with no major distortions, but it does not reach the highest level of visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a long shot, a slightly elevated initial angle that shifts toward a more frontal view, a weathered arched bridge with moss, an elderly man with a bun in a white silk training suit performing slow, deliberate Tai Chi movements, and a misty morning ambiance with a golden halo. While most details align closely, a few nuanced aspects—such as exact timing of the camera movement or minute facial expressions—could be refined. Nevertheless, the overall correspondence to the prompt is solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements appear generally plausible and the interaction with the bridge reads as believable, with clothing responding to motion and environmental lighting contributing to depth. However, there are minor inconsistencies in weight transfer and subtle fabric dynamics during dynamic poses, and occasional lighting/shadow cues do not perfectly match the misty morning setting. These small issues prevent a higher score, though the scene remains coherent and credible overall.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "long shot, beginning from a slightly upward angle and slowly advancing forward, transports us into a world shrouded in a milky morning mist. A weathered arched stone bridge spans the center of the frame, its slippery slabs dotted with moss, its railings etched with the marks of age. In the center of the bridge, an elderly man, silver hair pulled back into a neat bun, dressed in a loose-fitting white silk training suit, is immersed in a Tai Chi practice. His face is gaunt, wrinkled with wisdom, his eyes slightly closed, his expression serene and focused. With his slow, fluid movements, his arms trace gentle arcs like flowing clouds and water, his weight shifting steadily and effortlessly between his legs, his wide sleeves fluttering softly. The first soft rays of morning light penetrated the mist, casting a faint golden halo on his outline and silver hair, forming a subtle contrast with the cool, gray-green background tones around him. The whole picture was filled with an otherworldly sense of tranquility and concentration, as if time had frozen at this moment.",
+ "seed": 12202,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_6/index_488_seed_12202_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.9375,
+ "video_score2_ta": 3.953125,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 10.0,
+ "avg": 10.015625,
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+ "question_id": "videoscore2_overall",
+ "question": "long shot, beginning from a slightly upward angle and slowly advancing forward, transports us into a world shrouded in a milky morning mist. A weathered arched stone bridge spans the center of the frame, its slippery slabs dotted with moss, its railings etched with the marks of age. In the center of the bridge, an elderly man, silver hair pulled back into a neat bun, dressed in a loose-fitting white silk training suit, is immersed in a Tai Chi practice. His face is gaunt, wrinkled with wisdom, his eyes slightly closed, his expression serene and focused. With his slow, fluid movements, his arms trace gentle arcs like flowing clouds and water, his weight shifting steadily and effortlessly between his legs, his wide sleeves fluttering softly. The first soft rays of morning light penetrated the mist, casting a faint golden halo on his outline and silver hair, forming a subtle contrast with the cool, gray-green background tones around him. The whole picture was filled with an otherworldly sense of tranquility and concentration, as if time had frozen at this moment.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a long shot starting from a slightly upward angle and gradually moving forward, revealing a misty morning scene with a weathered arched stone bridge spanning the frame. An elderly man with silver hair in a bun, wearing a loose white silk training suit, practices Tai Chi on the bridge. The scene features gentle, flowing movements, a serene expression, and early morning light penetrating the mist to cast a faint golden halo on the figure against a cool, gray-green background. The overall mood is tranquil and timeless.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are occasional soft areas and minor compression artifacts that prevent a high-end look. The mist and lighting are present and contribute to atmosphere, yet some frames exhibit slight inconsistencies in sharpness and color balance. The sequence remains coherent and stable, with no major distortions or abrupt changes, though it does not reach exceptional visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a long shot, a slightly elevated initial angle, forward progression, a misty morning setting, and a weathered arched bridge with visible age-related details. The central figure appears as described—an elderly man with silver hair in a bun, wearing a white silk training suit, performing gentle, flowing movements with a serene expression. The golden halo and the tranquil mood are conveyed, and the scene maintains coherence with the textual description throughout. Minor deviations exist in exact pose timing and some environmental textures, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements are generally plausible and the interaction with the bridge reads as believable, with clothing responding to motion and lighting/shadows aligning with the scene. However, there are occasional small mismatches in weight shift dynamics and fabric behavior, and a few environmental interactions could be refined for higher realism. Overall, the scene remains coherent and credible, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.9375,
+ "TA": 3.953125,
+ "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 the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a long shot starting from a slightly upward angle and gradually moving forward, revealing a misty morning scene with a weathered arched stone bridge spanning the frame. An elderly man with silver hair in a bun, wearing a loose white silk training suit, practices Tai Chi on the bridge. The scene features gentle, flowing movements, a serene expression, and early morning light penetrating the mist to cast a faint golden halo on the figure against a cool, gray-green background. The overall mood is tranquil and timeless.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are occasional soft areas and minor compression artifacts that prevent a high-end look. The mist and lighting are present and contribute to atmosphere, yet some frames exhibit slight inconsistencies in sharpness and color balance. The sequence remains coherent and stable, with no major distortions or abrupt changes, though it does not reach exceptional visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a long shot, a slightly elevated initial angle, forward progression, a misty morning setting, and a weathered arched bridge with visible age-related details. The central figure appears as described—an elderly man with silver hair in a bun, wearing a white silk training suit, performing gentle, flowing movements with a serene expression. The golden halo and the tranquil mood are conveyed, and the scene maintains coherence with the textual description throughout. Minor deviations exist in exact pose timing and some environmental textures, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements are generally plausible and the interaction with the bridge reads as believable, with clothing responding to motion and lighting/shadows aligning with the scene. However, there are occasional small mismatches in weight shift dynamics and fabric behavior, and a few environmental interactions could be refined for higher realism. Overall, the scene remains coherent and credible, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "long shot, beginning from a slightly upward angle and slowly advancing forward, transports us into a world shrouded in a milky morning mist. A weathered arched stone bridge spans the center of the frame, its slippery slabs dotted with moss, its railings etched with the marks of age. In the center of the bridge, an elderly man, silver hair pulled back into a neat bun, dressed in a loose-fitting white silk training suit, is immersed in a Tai Chi practice. His face is gaunt, wrinkled with wisdom, his eyes slightly closed, his expression serene and focused. With his slow, fluid movements, his arms trace gentle arcs like flowing clouds and water, his weight shifting steadily and effortlessly between his legs, his wide sleeves fluttering softly. The first soft rays of morning light penetrated the mist, casting a faint golden halo on his outline and silver hair, forming a subtle contrast with the cool, gray-green background tones around him. The whole picture was filled with an otherworldly sense of tranquility and concentration, as if time had frozen at this moment.",
+ "seed": 12203,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_6/index_488_seed_12203_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.921875,
+ "video_score2_ta": 3.9375,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 10.0625,
+ "avg": 10.0625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "long shot, beginning from a slightly upward angle and slowly advancing forward, transports us into a world shrouded in a milky morning mist. A weathered arched stone bridge spans the center of the frame, its slippery slabs dotted with moss, its railings etched with the marks of age. In the center of the bridge, an elderly man, silver hair pulled back into a neat bun, dressed in a loose-fitting white silk training suit, is immersed in a Tai Chi practice. His face is gaunt, wrinkled with wisdom, his eyes slightly closed, his expression serene and focused. With his slow, fluid movements, his arms trace gentle arcs like flowing clouds and water, his weight shifting steadily and effortlessly between his legs, his wide sleeves fluttering softly. The first soft rays of morning light penetrated the mist, casting a faint golden halo on his outline and silver hair, forming a subtle contrast with the cool, gray-green background tones around him. The whole picture was filled with an otherworldly sense of tranquility and concentration, as if time had frozen at this moment.",
+ "token_credit_reward": 10.0625,
+ "selected_reward": 10.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a long shot starting from a slightly upward angle and moving forward into a misty morning scene featuring a weathered arched stone bridge with moss-covered slabs and railings. An elderly man with silver hair in a white silk training suit practices Tai Chi on the bridge, with a serene, focused expression and slow, fluid movements that create a tranquil, almost ethereal atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur, especially in the background mist. Lighting remains warm and consistent across shots, and there are no obvious distortions or artifacts. The sequence appears stable with smooth transitions, though the overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). All major elements are present: long shot, slight upward angle, forward movement, misty morning setting, weathered arched bridge with moss, the elderly man in a white silk training suit performing slow, fluid Tai Chi, and a serene, focused demeanor. The golden halo and tranquil mood are conveyed, with only minor deviations in exact framing or timing that do not significantly detract from fidelity.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). Movements are generally plausible and the interaction with the bridge reads as believable, but there are occasional small inconsistencies in weight shift and sleeve dynamics that prevent a higher level of realism. Overall, the scene maintains coherent physics and common-sense behavior.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.921875,
+ "TA": 3.9375,
+ "MQ": 3.203125,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a long shot starting from a slightly upward angle and moving forward into a misty morning scene featuring a weathered arched stone bridge with moss-covered slabs and railings. An elderly man with silver hair in a white silk training suit practices Tai Chi on the bridge, with a serene, focused expression and slow, fluid movements that create a tranquil, almost ethereal atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and mild blur, especially in the background mist. Lighting remains warm and consistent across shots, and there are no obvious distortions or artifacts. The sequence appears stable with smooth transitions, though the overall sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). All major elements are present: long shot, slight upward angle, forward movement, misty morning setting, weathered arched bridge with moss, the elderly man in a white silk training suit performing slow, fluid Tai Chi, and a serene, focused demeanor. The golden halo and tranquil mood are conveyed, with only minor deviations in exact framing or timing that do not significantly detract from fidelity.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). Movements are generally plausible and the interaction with the bridge reads as believable, but there are occasional small inconsistencies in weight shift and sleeve dynamics that prevent a higher level of realism. Overall, the scene maintains coherent physics and common-sense behavior.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_7/index_tensor([8555, 8555])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_7/index_tensor([8555, 8555])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..3fc0f4a37106d177e7c21b58f64f1d72e6726d1e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_7/index_tensor([8555, 8555])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, eye-level wide-angle shot captures a stunning desert oasis, a living jewel amidst a vast, arid expanse. In the foreground, a pristine, glassy pool of water lies completely still, its surface a perfect mirror, reflecting the deep blue of the sky and the vibrant green of the surrounding palm trees. A cluster of tall, lush date palms, their fibrous brown trunks rising proudly, frame the water's edge, their dense, emerald-green fronds fanning out like intricate lace. Beyond this verdant haven, vast, rolling dunes of fine, golden-orange sand stretch endlessly to the distant, razor-sharp horizon, where the earth meets the brilliant, completely cloudless azure sky. The entire scene is bathed in the brilliant, unfiltered sunlight of midday, casting sharp, dark shadows beneath the palm trees. The only perceptible movement is the slow, gentle swaying of the palm fronds, which drift lazily in the breeze. This delicate dance contrasts with the absolute stillness of the water, creating a profound atmosphere of tranquility and serenity.",
+ "seed": 33389,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_7/index_8555_seed_33389_dp_14_rank_28_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 3.609375,
+ "video_score2_mq": 3.453125,
+ "video_score2_overall": 10.1875,
+ "avg": 10.171875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level wide-angle shot captures a stunning desert oasis, a living jewel amidst a vast, arid expanse. In the foreground, a pristine, glassy pool of water lies completely still, its surface a perfect mirror, reflecting the deep blue of the sky and the vibrant green of the surrounding palm trees. A cluster of tall, lush date palms, their fibrous brown trunks rising proudly, frame the water's edge, their dense, emerald-green fronds fanning out like intricate lace. Beyond this verdant haven, vast, rolling dunes of fine, golden-orange sand stretch endlessly to the distant, razor-sharp horizon, where the earth meets the brilliant, completely cloudless azure sky. The entire scene is bathed in the brilliant, unfiltered sunlight of midday, casting sharp, dark shadows beneath the palm trees. The only perceptible movement is the slow, gentle swaying of the palm fronds, which drift lazily in the breeze. This delicate dance contrasts with the absolute stillness of the water, creating a profound atmosphere of tranquility and serenity.",
+ "token_credit_reward": 10.1875,
+ "selected_reward": 10.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot capturing a desert oasis with a pristine, glassy pool of water that reflects the sky and surrounding vegetation. The scene features a cluster of tall, lush date palms with brown trunks and emerald fronds, set against rolling dunes of fine, golden-orange sand and a cloudless azure sky. The lighting is bright and midday, producing sharp shadows, and the overall mood is one of tranquil serenity.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear details in the palm trees and water reflections, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains stable with no major distortions, though some frames exhibit subtle noise or compression effects. The water reflections are present but not perfectly flawless throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a static, eye-level wide-angle view; a desert setting with a prominent water feature; a cluster of palm trees framing the water; a glassy, reflective surface; and a sky-blue and desert-color palette under bright midday light. The scene conveys the intended tranquil atmosphere. Minor deviations exist in the precise motion of palm fronds and the exact timing of subtle movements, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: water remains calm, reflections are believable, and lighting/shadows align with a sunlit desert environment. However, there are small inconsistencies in wind-driven motion and shadow dynamics that prevent a higher score, though the overall realism remains credible.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 3.609375,
+ "MQ": 3.453125,
+ "Overall": 10.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot capturing a desert oasis with a pristine, glassy pool of water that reflects the sky and surrounding vegetation. The scene features a cluster of tall, lush date palms with brown trunks and emerald fronds, set against rolling dunes of fine, golden-orange sand and a cloudless azure sky. The lighting is bright and midday, producing sharp shadows, and the overall mood is one of tranquil serenity.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear details in the palm trees and water reflections, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains stable with no major distortions, though some frames exhibit subtle noise or compression effects. The water reflections are present but not perfectly flawless throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a static, eye-level wide-angle view; a desert setting with a prominent water feature; a cluster of palm trees framing the water; a glassy, reflective surface; and a sky-blue and desert-color palette under bright midday light. The scene conveys the intended tranquil atmosphere. Minor deviations exist in the precise motion of palm fronds and the exact timing of subtle movements, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: water remains calm, reflections are believable, and lighting/shadows align with a sunlit desert environment. However, there are small inconsistencies in wind-driven motion and shadow dynamics that prevent a higher score, though the overall realism remains credible.\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 wide-angle shot captures a stunning desert oasis, a living jewel amidst a vast, arid expanse. In the foreground, a pristine, glassy pool of water lies completely still, its surface a perfect mirror, reflecting the deep blue of the sky and the vibrant green of the surrounding palm trees. A cluster of tall, lush date palms, their fibrous brown trunks rising proudly, frame the water's edge, their dense, emerald-green fronds fanning out like intricate lace. Beyond this verdant haven, vast, rolling dunes of fine, golden-orange sand stretch endlessly to the distant, razor-sharp horizon, where the earth meets the brilliant, completely cloudless azure sky. The entire scene is bathed in the brilliant, unfiltered sunlight of midday, casting sharp, dark shadows beneath the palm trees. The only perceptible movement is the slow, gentle swaying of the palm fronds, which drift lazily in the breeze. This delicate dance contrasts with the absolute stillness of the water, creating a profound atmosphere of tranquility and serenity.",
+ "seed": 33390,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_7/index_8555_seed_33390_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": 3.28125,
+ "video_score2_ta": 3.859375,
+ "video_score2_mq": 3.828125,
+ "video_score2_overall": 10.9375,
+ "avg": 10.96875,
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+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level wide-angle shot captures a stunning desert oasis, a living jewel amidst a vast, arid expanse. In the foreground, a pristine, glassy pool of water lies completely still, its surface a perfect mirror, reflecting the deep blue of the sky and the vibrant green of the surrounding palm trees. A cluster of tall, lush date palms, their fibrous brown trunks rising proudly, frame the water's edge, their dense, emerald-green fronds fanning out like intricate lace. Beyond this verdant haven, vast, rolling dunes of fine, golden-orange sand stretch endlessly to the distant, razor-sharp horizon, where the earth meets the brilliant, completely cloudless azure sky. The entire scene is bathed in the brilliant, unfiltered sunlight of midday, casting sharp, dark shadows beneath the palm trees. The only perceptible movement is the slow, gentle swaying of the palm fronds, which drift lazily in the breeze. This delicate dance contrasts with the absolute stillness of the water, creating a profound atmosphere of tranquility and serenity.",
+ "token_credit_reward": 10.9375,
+ "selected_reward": 10.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot capturing a desert oasis with a pristine, glassy pool of water that reflects the sky and surrounding vegetation. The scene features a cluster of tall, lush date palms with brown trunks and emerald fronds, set against rolling dunes of fine, golden-orange sand under bright midday sun, with subtle palm frond movement and a tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, particularly in the background and water reflections. Colors are vivid and lighting remains consistent across frames, and there are no major distortions or artifacts. The sequence appears stable with minimal motion, contributing to a calm look. The level of detail is not high, but the scene remains coherent and aesthetically pleasing.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a static, eye-level wide view of a desert landscape with a prominent water feature and reflections. The key elements—desert setting, water, palm trees, and dunes—are present and well represented. Minor deviations exist in the exact composition and emphasis of certain details, but they do not significantly detract from the overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is solid (score 4). Water remains still as described, reflections are plausible, and lighting/shadows align with a bright midday scene. The spatial arrangement among palm trees, water, and dunes follows expected desert geography, with no obvious physics violations. Subtle motion cues (e.g., palm fronds) are consistent with a gentle breeze, preserving realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.28125,
+ "TA": 3.859375,
+ "MQ": 3.828125,
+ "Overall": 10.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot capturing a desert oasis with a pristine, glassy pool of water that reflects the sky and surrounding vegetation. The scene features a cluster of tall, lush date palms with brown trunks and emerald fronds, set against rolling dunes of fine, golden-orange sand under bright midday sun, with subtle palm frond movement and a tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, particularly in the background and water reflections. Colors are vivid and lighting remains consistent across frames, and there are no major distortions or artifacts. The sequence appears stable with minimal motion, contributing to a calm look. The level of detail is not high, but the scene remains coherent and aesthetically pleasing.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a static, eye-level wide view of a desert landscape with a prominent water feature and reflections. The key elements—desert setting, water, palm trees, and dunes—are present and well represented. Minor deviations exist in the exact composition and emphasis of certain details, but they do not significantly detract from the overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is solid (score 4). Water remains still as described, reflections are plausible, and lighting/shadows align with a bright midday scene. The spatial arrangement among palm trees, water, and dunes follows expected desert geography, with no obvious physics violations. Subtle motion cues (e.g., palm fronds) are consistent with a gentle breeze, preserving realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "static, eye-level wide-angle shot captures a stunning desert oasis, a living jewel amidst a vast, arid expanse. In the foreground, a pristine, glassy pool of water lies completely still, its surface a perfect mirror, reflecting the deep blue of the sky and the vibrant green of the surrounding palm trees. A cluster of tall, lush date palms, their fibrous brown trunks rising proudly, frame the water's edge, their dense, emerald-green fronds fanning out like intricate lace. Beyond this verdant haven, vast, rolling dunes of fine, golden-orange sand stretch endlessly to the distant, razor-sharp horizon, where the earth meets the brilliant, completely cloudless azure sky. The entire scene is bathed in the brilliant, unfiltered sunlight of midday, casting sharp, dark shadows beneath the palm trees. The only perceptible movement is the slow, gentle swaying of the palm fronds, which drift lazily in the breeze. This delicate dance contrasts with the absolute stillness of the water, creating a profound atmosphere of tranquility and serenity.",
+ "seed": 33391,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_7/index_8555_seed_33391_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.328125,
+ "video_score2_ta": 3.84375,
+ "video_score2_mq": 3.640625,
+ "video_score2_overall": 10.8125,
+ "avg": 10.8125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level wide-angle shot captures a stunning desert oasis, a living jewel amidst a vast, arid expanse. In the foreground, a pristine, glassy pool of water lies completely still, its surface a perfect mirror, reflecting the deep blue of the sky and the vibrant green of the surrounding palm trees. A cluster of tall, lush date palms, their fibrous brown trunks rising proudly, frame the water's edge, their dense, emerald-green fronds fanning out like intricate lace. Beyond this verdant haven, vast, rolling dunes of fine, golden-orange sand stretch endlessly to the distant, razor-sharp horizon, where the earth meets the brilliant, completely cloudless azure sky. The entire scene is bathed in the brilliant, unfiltered sunlight of midday, casting sharp, dark shadows beneath the palm trees. The only perceptible movement is the slow, gentle swaying of the palm fronds, which drift lazily in the breeze. This delicate dance contrasts with the absolute stillness of the water, creating a profound atmosphere of tranquility and serenity.",
+ "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 static, eye-level wide-angle shot capturing a desert oasis with a pristine, glassy pool that reflects the sky and surrounding palm trees. It envisions a cluster of tall, lush date palms with brown trunks and emerald fronds, set against rolling dunes of fine, warm sand under bright midday sun, with only subtle palm frond movement and a sense of tranquil stillness.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. Colors are vivid yet slightly oversaturated, giving a stylized look rather than strict photorealism. Foreground elements such as rocks or steps are present but not sharply defined. The sequence remains stable with no major distortions, though the overall crispness is limited by the softness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a static, eye-level wide view of a desert setting with a prominent water feature and surrounding palm trees. The water appears calm and reflective, and the scene includes a cluster of palms with brown trunks and green fronds. The background features rolling dunes and a clear sky, and lighting suggests bright daylight. The main deviation is the absence of the described slow, gentle palm frond sway; otherwise, the major elements align well with the prompt.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships among water, palms, and terrain, with coherent lighting and reflections. However, there are minor inconsistencies in scale cues and texture details that prevent a higher level of realism. No obvious physics violations are detected, but the overall realism is tempered by the slight artificial rendering noted above.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.328125,
+ "TA": 3.84375,
+ "MQ": 3.640625,
+ "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 static, eye-level wide-angle shot capturing a desert oasis with a pristine, glassy pool that reflects the sky and surrounding palm trees. It envisions a cluster of tall, lush date palms with brown trunks and emerald fronds, set against rolling dunes of fine, warm sand under bright midday sun, with only subtle palm frond movement and a sense of tranquil stillness.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. Colors are vivid yet slightly oversaturated, giving a stylized look rather than strict photorealism. Foreground elements such as rocks or steps are present but not sharply defined. The sequence remains stable with no major distortions, though the overall crispness is limited by the softness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a static, eye-level wide view of a desert setting with a prominent water feature and surrounding palm trees. The water appears calm and reflective, and the scene includes a cluster of palms with brown trunks and green fronds. The background features rolling dunes and a clear sky, and lighting suggests bright daylight. The main deviation is the absence of the described slow, gentle palm frond sway; otherwise, the major elements align well with the prompt.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships among water, palms, and terrain, with coherent lighting and reflections. However, there are minor inconsistencies in scale cues and texture details that prevent a higher level of realism. No obvious physics violations are detected, but the overall realism is tempered by the slight artificial rendering noted above.\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 wide-angle shot captures a stunning desert oasis, a living jewel amidst a vast, arid expanse. In the foreground, a pristine, glassy pool of water lies completely still, its surface a perfect mirror, reflecting the deep blue of the sky and the vibrant green of the surrounding palm trees. A cluster of tall, lush date palms, their fibrous brown trunks rising proudly, frame the water's edge, their dense, emerald-green fronds fanning out like intricate lace. Beyond this verdant haven, vast, rolling dunes of fine, golden-orange sand stretch endlessly to the distant, razor-sharp horizon, where the earth meets the brilliant, completely cloudless azure sky. The entire scene is bathed in the brilliant, unfiltered sunlight of midday, casting sharp, dark shadows beneath the palm trees. The only perceptible movement is the slow, gentle swaying of the palm fronds, which drift lazily in the breeze. This delicate dance contrasts with the absolute stillness of the water, creating a profound atmosphere of tranquility and serenity.",
+ "seed": 33392,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_7/index_8555_seed_33392_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": 2.90625,
+ "video_score2_ta": 3.828125,
+ "video_score2_mq": 3.5625,
+ "video_score2_overall": 10.3125,
+ "avg": 10.296875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level wide-angle shot captures a stunning desert oasis, a living jewel amidst a vast, arid expanse. In the foreground, a pristine, glassy pool of water lies completely still, its surface a perfect mirror, reflecting the deep blue of the sky and the vibrant green of the surrounding palm trees. A cluster of tall, lush date palms, their fibrous brown trunks rising proudly, frame the water's edge, their dense, emerald-green fronds fanning out like intricate lace. Beyond this verdant haven, vast, rolling dunes of fine, golden-orange sand stretch endlessly to the distant, razor-sharp horizon, where the earth meets the brilliant, completely cloudless azure sky. The entire scene is bathed in the brilliant, unfiltered sunlight of midday, casting sharp, dark shadows beneath the palm trees. The only perceptible movement is the slow, gentle swaying of the palm fronds, which drift lazily in the breeze. This delicate dance contrasts with the absolute stillness of the water, creating a profound atmosphere of tranquility and serenity.",
+ "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 static, eye-level wide-angle shot capturing a desert oasis with a pristine, glassy pool that reflects the sky and surrounding palm trees. It envisions a cluster of tall, lush date palms framing the water, with rolling dunes of fine, golden-orange sand extending to a distant horizon under bright midday sun and clear sky. The scene should include subtle palm frond movement and a strong contrast between the still water and the gentle motion, contributing to a tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear details in the palm trees, water, and landscape, but there are occasional minor artifacts and slight color/contrast inconsistencies across frames. The sequence remains stable with no major distortions, yet it does not reach high-fidelity realism throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a static, eye-level wide-angle view; a desert setting with a prominent water feature; a cluster of palm trees framing the water; a sky reflection on the water surface; and a warm desert palette with dunes visible in the background. The lighting suggests midday sun and a clear sky. Movement is minimal, with only very subtle palm frond sway, which aligns with the prompt’s emphasis on gentle motion. The scene conveys a tranquil atmosphere consistent with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible physics: water remains still or gently moving, reflections behave realistically, and lighting/shadows are coherent with a sunlit desert setting. There are no obvious violations of common-sense expectations, though some micro-details could be refined for higher 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": 3.828125,
+ "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, eye-level wide-angle shot capturing a desert oasis with a pristine, glassy pool that reflects the sky and surrounding palm trees. It envisions a cluster of tall, lush date palms framing the water, with rolling dunes of fine, golden-orange sand extending to a distant horizon under bright midday sun and clear sky. The scene should include subtle palm frond movement and a strong contrast between the still water and the gentle motion, contributing to a tranquil atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear details in the palm trees, water, and landscape, but there are occasional minor artifacts and slight color/contrast inconsistencies across frames. The sequence remains stable with no major distortions, yet it does not reach high-fidelity realism throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a static, eye-level wide-angle view; a desert setting with a prominent water feature; a cluster of palm trees framing the water; a sky reflection on the water surface; and a warm desert palette with dunes visible in the background. The lighting suggests midday sun and a clear sky. Movement is minimal, with only very subtle palm frond sway, which aligns with the prompt’s emphasis on gentle motion. The scene conveys a tranquil atmosphere consistent with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible physics: water remains still or gently moving, reflections behave realistically, and lighting/shadows are coherent with a sunlit desert setting. There are no obvious violations of common-sense expectations, though some micro-details could be refined for higher realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_8/index_tensor([5294, 5294])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_8/index_tensor([5294, 5294])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..fbb76a9945932c4fd2c82084f16f681f4499d0f9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_8/index_tensor([5294, 5294])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "Through a single, static, eye-level medium shot, rendered in Studio Ghibli's signature hand-drawn style, this time-lapse captures the miraculous growth of several potted plants on a warm, sun-drenched windowsill. The camera remains stationary, observing as tiny, vibrant green sprouts delicately pierce the surface of the rich, dark soil within weathered terracotta pots. As time accelerates, these sprouts gracefully unfold, transforming into lush, verdant leaves, their stems reaching upward toward the light. Golden sunlight filters through the clean glass of the white wooden windows, casting dynamic shadows and illuminating the magical dance of dust particles in the air. As the plants mature, glistening water droplets, remnants of recent watering, glitter like tiny gems on the leaves. In the final moments of the shot, a tiny, bright red ladybug with a distinct black spot cautiously crawls across a newly opened, broad green leaf, its antennae twitching curiously, adding a touch of gentle life to the serene and wondrous spectacle of nature's quiet power.",
+ "seed": 32400,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_8/index_5294_seed_32400_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": 3.3125,
+ "video_score2_ta": 3.609375,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 9.9375,
+ "avg": 9.921875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Through a single, static, eye-level medium shot, rendered in Studio Ghibli's signature hand-drawn style, this time-lapse captures the miraculous growth of several potted plants on a warm, sun-drenched windowsill. The camera remains stationary, observing as tiny, vibrant green sprouts delicately pierce the surface of the rich, dark soil within weathered terracotta pots. As time accelerates, these sprouts gracefully unfold, transforming into lush, verdant leaves, their stems reaching upward toward the light. Golden sunlight filters through the clean glass of the white wooden windows, casting dynamic shadows and illuminating the magical dance of dust particles in the air. As the plants mature, glistening water droplets, remnants of recent watering, glitter like tiny gems on the leaves. In the final moments of the shot, a tiny, bright red ladybug with a distinct black spot cautiously crawls across a newly opened, broad green leaf, its antennae twitching curiously, adding a touch of gentle life to the serene and wondrous spectacle of nature's quiet power.",
+ "token_credit_reward": 9.9375,
+ "selected_reward": 9.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a Studio Ghibli–style time-lapse of plants growing on a sun-drenched windowsill, with a stationary camera, visible soil and pots, and the gradual transformation from sprouts to leaves under golden light, culminating in a small ladybug on a broad leaf. The video largely follows this arc, but some details are not fully realized in the footage.\n\nVisual Quality Analysis:\nThe visuals are coherent and stylistically consistent with a Studio Ghibli-inspired look, featuring soft, hand-drawn aesthetics and warm lighting. However, there are minor imperfections (subtle texture inconsistencies, occasional edge softness, and slight color variation) that prevent a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe sequence captures the core elements—windowsill setting, soil and pots, plant growth progression, and the presence of a ladybug on a leaf—with a stationary camera and a time-lapse feel. Some nuanced aspects of the prompt (e.g., the exact moment of the ladybug’s appearance or the precise timing of leaf opening) are not perfectly synchronized, resulting in a solid but not perfect alignment (score 3).\n\nPhysical/Common-sense Consistency:\nPlant growth dynamics and environmental interactions are generally plausible, with natural-looking stems, leaves, and droplets. There are minor deviations in timing and micro-motions that slightly reduce realism, keeping overall physical consistency at a moderate level (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.3125,
+ "TA": 3.609375,
+ "MQ": 3.0,
+ "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 Studio Ghibli–style time-lapse of plants growing on a sun-drenched windowsill, with a stationary camera, visible soil and pots, and the gradual transformation from sprouts to leaves under golden light, culminating in a small ladybug on a broad leaf. The video largely follows this arc, but some details are not fully realized in the footage.\n\nVisual Quality Analysis:\nThe visuals are coherent and stylistically consistent with a Studio Ghibli-inspired look, featuring soft, hand-drawn aesthetics and warm lighting. However, there are minor imperfections (subtle texture inconsistencies, occasional edge softness, and slight color variation) that prevent a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe sequence captures the core elements—windowsill setting, soil and pots, plant growth progression, and the presence of a ladybug on a leaf—with a stationary camera and a time-lapse feel. Some nuanced aspects of the prompt (e.g., the exact moment of the ladybug’s appearance or the precise timing of leaf opening) are not perfectly synchronized, resulting in a solid but not perfect alignment (score 3).\n\nPhysical/Common-sense Consistency:\nPlant growth dynamics and environmental interactions are generally plausible, with natural-looking stems, leaves, and droplets. There are minor deviations in timing and micro-motions that slightly reduce realism, keeping overall physical consistency at a moderate level (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Through a single, static, eye-level medium shot, rendered in Studio Ghibli's signature hand-drawn style, this time-lapse captures the miraculous growth of several potted plants on a warm, sun-drenched windowsill. The camera remains stationary, observing as tiny, vibrant green sprouts delicately pierce the surface of the rich, dark soil within weathered terracotta pots. As time accelerates, these sprouts gracefully unfold, transforming into lush, verdant leaves, their stems reaching upward toward the light. Golden sunlight filters through the clean glass of the white wooden windows, casting dynamic shadows and illuminating the magical dance of dust particles in the air. As the plants mature, glistening water droplets, remnants of recent watering, glitter like tiny gems on the leaves. In the final moments of the shot, a tiny, bright red ladybug with a distinct black spot cautiously crawls across a newly opened, broad green leaf, its antennae twitching curiously, adding a touch of gentle life to the serene and wondrous spectacle of nature's quiet power.",
+ "seed": 32401,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_8/index_5294_seed_32401_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 3.171875,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 9.125,
+ "avg": 9.125,
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+ "question": "Through a single, static, eye-level medium shot, rendered in Studio Ghibli's signature hand-drawn style, this time-lapse captures the miraculous growth of several potted plants on a warm, sun-drenched windowsill. The camera remains stationary, observing as tiny, vibrant green sprouts delicately pierce the surface of the rich, dark soil within weathered terracotta pots. As time accelerates, these sprouts gracefully unfold, transforming into lush, verdant leaves, their stems reaching upward toward the light. Golden sunlight filters through the clean glass of the white wooden windows, casting dynamic shadows and illuminating the magical dance of dust particles in the air. As the plants mature, glistening water droplets, remnants of recent watering, glitter like tiny gems on the leaves. In the final moments of the shot, a tiny, bright red ladybug with a distinct black spot cautiously crawls across a newly opened, broad green leaf, its antennae twitching curiously, adding a touch of gentle life to the serene and wondrous spectacle of nature's quiet power.",
+ "token_credit_reward": 9.125,
+ "selected_reward": 9.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a Studio Ghibli–style time-lapse of plant growth on a sun-drenched windowsill, with a stationary camera, visible soil and pots, and a final moment featuring a small red ladybug on a broad leaf. The video adopts a similar aesthetic and includes a ladybug in later frames, but the core growth progression is not convincingly realized; the sequence reads more as a static or near-static moment rather than a clear time-lapse of sprouting and leaf expansion.\n\nVisual Quality Analysis:\nThe visuals maintain a coherent Studio Ghibli-inspired look with decent color and lighting, and the ladybug is clearly rendered. However, there are noticeable inconsistencies in the plant rendering across frames (varying leaf shapes and sizes) and some minor artifacts that reduce overall polish. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements (Studio Ghibli style, presence of a ladybug, windowsill setting). Yet the central requirement—a clear, observable time-lapse of plant growth—is not convincingly demonstrated. The frames resemble a static or near-static snapshot rather than a progressive growth sequence, resulting in a moderate alignment score (3).\n\nPhysical/Common-sense Consistency:\nThere are mild inconsistencies in plant morphology between frames (leaf shapes shifting, size changes) that slightly undermine realism. The scene remains plausible overall, but these fluctuations prevent a high level of physical consistency. Overall, Physical Consistency is moderate (3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.984375,
+ "TA": 3.171875,
+ "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 Studio Ghibli–style time-lapse of plant growth on a sun-drenched windowsill, with a stationary camera, visible soil and pots, and a final moment featuring a small red ladybug on a broad leaf. The video adopts a similar aesthetic and includes a ladybug in later frames, but the core growth progression is not convincingly realized; the sequence reads more as a static or near-static moment rather than a clear time-lapse of sprouting and leaf expansion.\n\nVisual Quality Analysis:\nThe visuals maintain a coherent Studio Ghibli-inspired look with decent color and lighting, and the ladybug is clearly rendered. However, there are noticeable inconsistencies in the plant rendering across frames (varying leaf shapes and sizes) and some minor artifacts that reduce overall polish. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements (Studio Ghibli style, presence of a ladybug, windowsill setting). Yet the central requirement—a clear, observable time-lapse of plant growth—is not convincingly demonstrated. The frames resemble a static or near-static snapshot rather than a progressive growth sequence, resulting in a moderate alignment score (3).\n\nPhysical/Common-sense Consistency:\nThere are mild inconsistencies in plant morphology between frames (leaf shapes shifting, size changes) that slightly undermine realism. The scene remains plausible overall, but these fluctuations prevent a high level of physical consistency. Overall, Physical Consistency is moderate (3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Through a single, static, eye-level medium shot, rendered in Studio Ghibli's signature hand-drawn style, this time-lapse captures the miraculous growth of several potted plants on a warm, sun-drenched windowsill. The camera remains stationary, observing as tiny, vibrant green sprouts delicately pierce the surface of the rich, dark soil within weathered terracotta pots. As time accelerates, these sprouts gracefully unfold, transforming into lush, verdant leaves, their stems reaching upward toward the light. Golden sunlight filters through the clean glass of the white wooden windows, casting dynamic shadows and illuminating the magical dance of dust particles in the air. As the plants mature, glistening water droplets, remnants of recent watering, glitter like tiny gems on the leaves. In the final moments of the shot, a tiny, bright red ladybug with a distinct black spot cautiously crawls across a newly opened, broad green leaf, its antennae twitching curiously, adding a touch of gentle life to the serene and wondrous spectacle of nature's quiet power.",
+ "seed": 32402,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_8/index_5294_seed_32402_dp_17_rank_34_sample_2_slot_0.mp4",
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 3.34375,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 9.5,
+ "avg": 9.53125,
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+ "question": "Through a single, static, eye-level medium shot, rendered in Studio Ghibli's signature hand-drawn style, this time-lapse captures the miraculous growth of several potted plants on a warm, sun-drenched windowsill. The camera remains stationary, observing as tiny, vibrant green sprouts delicately pierce the surface of the rich, dark soil within weathered terracotta pots. As time accelerates, these sprouts gracefully unfold, transforming into lush, verdant leaves, their stems reaching upward toward the light. Golden sunlight filters through the clean glass of the white wooden windows, casting dynamic shadows and illuminating the magical dance of dust particles in the air. As the plants mature, glistening water droplets, remnants of recent watering, glitter like tiny gems on the leaves. In the final moments of the shot, a tiny, bright red ladybug with a distinct black spot cautiously crawls across a newly opened, broad green leaf, its antennae twitching curiously, adding a touch of gentle life to the serene and wondrous spectacle of nature's quiet power.",
+ "token_credit_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 Studio Ghibli–style time-lapse of plants growing on a sun-drenched windowsill, with a stationary camera, sprouts emerging from rich soil in weathered terracotta pots, golden sunlight filtering through clean glass, and a small red ladybug appearing on a broad leaf in later moments. The overall intent is clear and consistent with the described scene.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and color, but there are occasional soft areas and minor artifacts that prevent a higher rating. The lighting and color palette evoke a warm, sunlit atmosphere, yet some frames show slight inconsistencies in sharpness or texture that keep the quality from being exceptional. The composition remains stable and the scene reads clearly, though it does not reach top-tier visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video largely follows the described setup: a single, static, eye-level shot; a Studio Ghibli–inspired aesthetic; a time-lapse progression of plant growth on a sunlit windowsill; a stationary camera; sprouts emerging from rich soil in terracotta pots; golden sunlight through clean glass; and a small red ladybug on a broad leaf in later frames. Minor deviations exist in pacing or exact positioning, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible growth patterns and lighting, with believable interactions between light, plants, and the environment. However, there are subtle inconsistencies in scale, timing cues, or environmental interactions that prevent a higher level of realism. Overall, the dynamics feel coherent and credible, but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 3.34375,
+ "MQ": 3.078125,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a Studio Ghibli–style time-lapse of plants growing on a sun-drenched windowsill, with a stationary camera, sprouts emerging from rich soil in weathered terracotta pots, golden sunlight filtering through clean glass, and a small red ladybug appearing on a broad leaf in later moments. The overall intent is clear and consistent with the described scene.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and color, but there are occasional soft areas and minor artifacts that prevent a higher rating. The lighting and color palette evoke a warm, sunlit atmosphere, yet some frames show slight inconsistencies in sharpness or texture that keep the quality from being exceptional. The composition remains stable and the scene reads clearly, though it does not reach top-tier visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video largely follows the described setup: a single, static, eye-level shot; a Studio Ghibli–inspired aesthetic; a time-lapse progression of plant growth on a sunlit windowsill; a stationary camera; sprouts emerging from rich soil in terracotta pots; golden sunlight through clean glass; and a small red ladybug on a broad leaf in later frames. Minor deviations exist in pacing or exact positioning, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible growth patterns and lighting, with believable interactions between light, plants, and the environment. However, there are subtle inconsistencies in scale, timing cues, or environmental interactions that prevent a higher level of realism. Overall, the dynamics feel coherent and credible, but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Through a single, static, eye-level medium shot, rendered in Studio Ghibli's signature hand-drawn style, this time-lapse captures the miraculous growth of several potted plants on a warm, sun-drenched windowsill. The camera remains stationary, observing as tiny, vibrant green sprouts delicately pierce the surface of the rich, dark soil within weathered terracotta pots. As time accelerates, these sprouts gracefully unfold, transforming into lush, verdant leaves, their stems reaching upward toward the light. Golden sunlight filters through the clean glass of the white wooden windows, casting dynamic shadows and illuminating the magical dance of dust particles in the air. As the plants mature, glistening water droplets, remnants of recent watering, glitter like tiny gems on the leaves. In the final moments of the shot, a tiny, bright red ladybug with a distinct black spot cautiously crawls across a newly opened, broad green leaf, its antennae twitching curiously, adding a touch of gentle life to the serene and wondrous spectacle of nature's quiet power.",
+ "seed": 32403,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_8/index_5294_seed_32403_dp_17_rank_34_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.28125,
+ "video_score2_ta": 3.234375,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.5,
+ "avg": 9.53125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Through a single, static, eye-level medium shot, rendered in Studio Ghibli's signature hand-drawn style, this time-lapse captures the miraculous growth of several potted plants on a warm, sun-drenched windowsill. The camera remains stationary, observing as tiny, vibrant green sprouts delicately pierce the surface of the rich, dark soil within weathered terracotta pots. As time accelerates, these sprouts gracefully unfold, transforming into lush, verdant leaves, their stems reaching upward toward the light. Golden sunlight filters through the clean glass of the white wooden windows, casting dynamic shadows and illuminating the magical dance of dust particles in the air. As the plants mature, glistening water droplets, remnants of recent watering, glitter like tiny gems on the leaves. In the final moments of the shot, a tiny, bright red ladybug with a distinct black spot cautiously crawls across a newly opened, broad green leaf, its antennae twitching curiously, adding a touch of gentle life to the serene and wondrous spectacle of nature's quiet power.",
+ "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 Studio Ghibli–style time-lapse of plants growing on a sun-drenched windowsill, with a stationary camera, visible soil and pots, golden sunlight, and a final moment featuring a ladybug on a leaf. The video largely follows this concept but does not fully realize all details; overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe visuals are coherent and stylistically consistent with a Studio Ghibli-inspired look, with clear rendering and stable lighting. However, the sequence shows limited motion between frames, resulting in a relatively static progression. There are no obvious artifacts or distortions, and color/lighting remain steady, yielding a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video captures the core idea of a time-lapse of plant growth on a windowsill and includes a stationary camera, multiple pots, and visible soil. Some elements from the prompt—such as a more pronounced golden-light atmosphere and a clearly depicted ladybug interaction—are underrepresented. Overall, alignment is acceptable but not exact, reflecting a moderate fit to the prompt.\n\nPhysical/Common-sense Consistency:\nPlant growth appears plausible and the scene maintains believable spatial relationships among pots, soil, and leaves. Lighting and environmental cues support a natural look, though the lack of dynamic movement reduces the sense of growth momentum. Overall, physical consistency is moderate.\n\nGround-truth scores (for reference): Visual Quality 3, Text-to-Video Alignment 3, Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.28125,
+ "TA": 3.234375,
+ "MQ": 3.015625,
+ "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 Studio Ghibli–style time-lapse of plants growing on a sun-drenched windowsill, with a stationary camera, visible soil and pots, golden sunlight, and a final moment featuring a ladybug on a leaf. The video largely follows this concept but does not fully realize all details; overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe visuals are coherent and stylistically consistent with a Studio Ghibli-inspired look, with clear rendering and stable lighting. However, the sequence shows limited motion between frames, resulting in a relatively static progression. There are no obvious artifacts or distortions, and color/lighting remain steady, yielding a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video captures the core idea of a time-lapse of plant growth on a windowsill and includes a stationary camera, multiple pots, and visible soil. Some elements from the prompt—such as a more pronounced golden-light atmosphere and a clearly depicted ladybug interaction—are underrepresented. Overall, alignment is acceptable but not exact, reflecting a moderate fit to the prompt.\n\nPhysical/Common-sense Consistency:\nPlant growth appears plausible and the scene maintains believable spatial relationships among pots, soil, and leaves. Lighting and environmental cues support a natural look, though the lack of dynamic movement reduces the sense of growth momentum. Overall, physical consistency is moderate.\n\nGround-truth scores (for reference): Visual Quality 3, Text-to-Video Alignment 3, Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_9/index_tensor([6540, 6540])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_9/index_tensor([6540, 6540])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1bb8021ffc33b9db46b410469f2920f29e12d232
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_9/index_tensor([6540, 6540])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "lingering, static wide shot plunges the viewer into the heart of a chaotic shipyard, ripped apart by a fierce storm. The vast skeletal hulls of unfinished vessels, their raw steel frames a web of rust-orange and deep shadows, twisted into jagged, anxious shapes clawing at a wounded, roiling sky. The entire scene is rendered with expressionistic, emotive brushstrokes and distorted perspective, with thick, diagonal flakes of rain streaking across the frame like frantic scratches on canvas. Erratic, blinding lightning momentarily paints the world a stark, electric white, casting long, twisting shadows that wriggle and contort with a life of their own. The ground is a roiling sea of mud and dark, reflective puddles, reflecting the sickly greens and deep indigos of the clouds above. Every line is sharp and unsettling, every shape feels unstable, creating a powerful, claustrophobic atmosphere, as if the landscape itself is screaming in silent terror.",
+ "seed": 13908,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_9/index_6540_seed_13908_dp_18_rank_36_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.796875,
+ "video_score2_ta": 2.375,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.1875,
+ "avg": 8.1875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "lingering, static wide shot plunges the viewer into the heart of a chaotic shipyard, ripped apart by a fierce storm. The vast skeletal hulls of unfinished vessels, their raw steel frames a web of rust-orange and deep shadows, twisted into jagged, anxious shapes clawing at a wounded, roiling sky. The entire scene is rendered with expressionistic, emotive brushstrokes and distorted perspective, with thick, diagonal flakes of rain streaking across the frame like frantic scratches on canvas. Erratic, blinding lightning momentarily paints the world a stark, electric white, casting long, twisting shadows that wriggle and contort with a life of their own. The ground is a roiling sea of mud and dark, reflective puddles, reflecting the sickly greens and deep indigos of the clouds above. Every line is sharp and unsettling, every shape feels unstable, creating a powerful, claustrophobic atmosphere, as if the landscape itself is screaming in silent terror.",
+ "token_credit_reward": 8.1875,
+ "selected_reward": 8.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a lingering, static wide shot of a chaotic shipyard torn apart by a fierce storm. It envisions vast skeletal hulls of unfinished vessels with raw steel frames, a web of rust-orange and deep shadows, twisted into jagged shapes, set against a wounded, roiling sky. The scene should be rendered with expressive, emotive brushstrokes and distorted perspective, with thick, diagonal rain streaks and erratic, blinding lightning that paints the world white while casting long, twisting shadows. The ground should be a roiling sea of mud and dark puddles, reflecting the sky's colors, with every line sharp and unsettling and every shape unstable, creating a powerful, claustrophobic atmosphere.\n\nVisual Quality Assessment:\nThe frames show a stylized, painterly rendering with moderate clarity. The resolution is adequate but not high, and the imagery leans toward a deliberate artistic abstraction rather than strict photorealism. The color palette emphasizes teal/green skies and warm orange/brown tones, with visible rain streaks and lightning effects. The composition remains relatively stable across frames, and the overall aesthetic is coherent within its stylized approach. However, the level of detail and realism is limited, resulting in a mid-range visual quality rather than a high-fidelity depiction.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures some core elements such as a stormy atmosphere, rain, and lighting, and it maintains a broad, wide-shot framing. Yet several key aspects of the original vision are underrepresented or only loosely suggested: the specific shipyard setting is not clearly established, the sense of a “web of rust-orange” structural detail is not strongly conveyed, and the intended emotional intensity and dramatic distortions are present but not fully realized. Overall, the alignment sits at a moderate level, reflecting partial fulfillment of the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to basic physical expectations (rain falls downward, lightning flashes, reflections appear). However, the heavy stylization introduces departures from strict realism, and some interactions (lighting, reflections, and object behavior) are simplified or exaggerated beyond strict physical accuracy. This yields a moderate level of common-sense consistency, where the narrative communicates the intended mood while sacrificing precise physical fidelity.\n\nOverall assessment:\nThe video demonstrates a balanced, mid-range performance across all three dimensions, with no dimension achieving high fidelity to the prompt while maintaining a coherent artistic interpretation.\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": 2.796875,
+ "TA": 2.375,
+ "MQ": 3.015625,
+ "Overall": 8.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a lingering, static wide shot of a chaotic shipyard torn apart by a fierce storm. It envisions vast skeletal hulls of unfinished vessels with raw steel frames, a web of rust-orange and deep shadows, twisted into jagged shapes, set against a wounded, roiling sky. The scene should be rendered with expressive, emotive brushstrokes and distorted perspective, with thick, diagonal rain streaks and erratic, blinding lightning that paints the world white while casting long, twisting shadows. The ground should be a roiling sea of mud and dark puddles, reflecting the sky's colors, with every line sharp and unsettling and every shape unstable, creating a powerful, claustrophobic atmosphere.\n\nVisual Quality Assessment:\nThe frames show a stylized, painterly rendering with moderate clarity. The resolution is adequate but not high, and the imagery leans toward a deliberate artistic abstraction rather than strict photorealism. The color palette emphasizes teal/green skies and warm orange/brown tones, with visible rain streaks and lightning effects. The composition remains relatively stable across frames, and the overall aesthetic is coherent within its stylized approach. However, the level of detail and realism is limited, resulting in a mid-range visual quality rather than a high-fidelity depiction.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures some core elements such as a stormy atmosphere, rain, and lighting, and it maintains a broad, wide-shot framing. Yet several key aspects of the original vision are underrepresented or only loosely suggested: the specific shipyard setting is not clearly established, the sense of a “web of rust-orange” structural detail is not strongly conveyed, and the intended emotional intensity and dramatic distortions are present but not fully realized. Overall, the alignment sits at a moderate level, reflecting partial fulfillment of the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to basic physical expectations (rain falls downward, lightning flashes, reflections appear). However, the heavy stylization introduces departures from strict realism, and some interactions (lighting, reflections, and object behavior) are simplified or exaggerated beyond strict physical accuracy. This yields a moderate level of common-sense consistency, where the narrative communicates the intended mood while sacrificing precise physical fidelity.\n\nOverall assessment:\nThe video demonstrates a balanced, mid-range performance across all three dimensions, with no dimension achieving high fidelity to the prompt while maintaining a coherent artistic interpretation.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "lingering, static wide shot plunges the viewer into the heart of a chaotic shipyard, ripped apart by a fierce storm. The vast skeletal hulls of unfinished vessels, their raw steel frames a web of rust-orange and deep shadows, twisted into jagged, anxious shapes clawing at a wounded, roiling sky. The entire scene is rendered with expressionistic, emotive brushstrokes and distorted perspective, with thick, diagonal flakes of rain streaking across the frame like frantic scratches on canvas. Erratic, blinding lightning momentarily paints the world a stark, electric white, casting long, twisting shadows that wriggle and contort with a life of their own. The ground is a roiling sea of mud and dark, reflective puddles, reflecting the sickly greens and deep indigos of the clouds above. Every line is sharp and unsettling, every shape feels unstable, creating a powerful, claustrophobic atmosphere, as if the landscape itself is screaming in silent terror.",
+ "seed": 13909,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_9/index_6540_seed_13909_dp_18_rank_36_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.75,
+ "video_score2_ta": 2.484375,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.3125,
+ "avg": 8.28125,
+ "reward_records": [
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 chaotic shipyard scene with a storm-ravaged atmosphere. Key elements include:\n- Lurking, static wide shot\n- A chaotic shipyard setting\n- Vast skeletal hulls of unfinished vessels\n- Raw steel frames\n- Twisted, jagged shapes\n- A wounded, roiling sky\n- Expressionistic, emotive brushstrokes\n- Distorted perspective\n- Thick, diagonal rain flakes\n- Erratic, blinding lightning\n- Ground as roiling sea of mud and puddles\n- Long, twisting shadows\n- Unstable shapes and overall powerful, claustrophobic atmosphere\n\nVisual Quality Assessment:\nThe frames show a stylized, painterly rendering with visible brushstroke textures. The resolution is adequate but not high, and the heavy artistic filter reduces fine detail. The color palette remains consistent (greens/blues in the sky, browns/oranges in the hulls), and the composition stays stable across frames. Rain effects are present as diagonal streaks. Overall, the visuals convey a deliberate artistic style, but the level of clarity and realism is moderate rather than high.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures some core motifs—stormy atmosphere, shipyard elements, and rain—but several key aspects are underrepresented or missing. The scene does not convincingly deliver the dynamic, chaotic energy described; the composition reads more static and restrained. The result reflects a moderate alignment with the prompt, with important atmospheric and kinetic cues not fully realized.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent spatial relationships and plausible lighting within the stylized framework. Rain, lighting, and reflections behave consistently with the environment, and there are no obvious physical contradictions. The depiction is internally coherent, though it sacrifices some realism for artistic expression.\n\nOverall assessment:\nThe video demonstrates a balanced, mid-range performance across all three dimensions, with moderate visual quality, partial text-to-video alignment, and solid internal consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.484375,
+ "MQ": 3.046875,
+ "Overall": 8.3125
+ }
+ }
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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 chaotic shipyard scene with a storm-ravaged atmosphere. Key elements include:\n- Lurking, static wide shot\n- A chaotic shipyard setting\n- Vast skeletal hulls of unfinished vessels\n- Raw steel frames\n- Twisted, jagged shapes\n- A wounded, roiling sky\n- Expressionistic, emotive brushstrokes\n- Distorted perspective\n- Thick, diagonal rain flakes\n- Erratic, blinding lightning\n- Ground as roiling sea of mud and puddles\n- Long, twisting shadows\n- Unstable shapes and overall powerful, claustrophobic atmosphere\n\nVisual Quality Assessment:\nThe frames show a stylized, painterly rendering with visible brushstroke textures. The resolution is adequate but not high, and the heavy artistic filter reduces fine detail. The color palette remains consistent (greens/blues in the sky, browns/oranges in the hulls), and the composition stays stable across frames. Rain effects are present as diagonal streaks. Overall, the visuals convey a deliberate artistic style, but the level of clarity and realism is moderate rather than high.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures some core motifs—stormy atmosphere, shipyard elements, and rain—but several key aspects are underrepresented or missing. The scene does not convincingly deliver the dynamic, chaotic energy described; the composition reads more static and restrained. The result reflects a moderate alignment with the prompt, with important atmospheric and kinetic cues not fully realized.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent spatial relationships and plausible lighting within the stylized framework. Rain, lighting, and reflections behave consistently with the environment, and there are no obvious physical contradictions. The depiction is internally coherent, though it sacrifices some realism for artistic expression.\n\nOverall assessment:\nThe video demonstrates a balanced, mid-range performance across all three dimensions, with moderate visual quality, partial text-to-video alignment, and solid internal consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 13910,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_9/index_6540_seed_13910_dp_19_rank_38_sample_2_slot_0.mp4",
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+ "video_score2_vq": 2.46875,
+ "video_score2_ta": 3.359375,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.875,
+ "avg": 8.859375,
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+ "question": "lingering, static wide shot plunges the viewer into the heart of a chaotic shipyard, ripped apart by a fierce storm. The vast skeletal hulls of unfinished vessels, their raw steel frames a web of rust-orange and deep shadows, twisted into jagged, anxious shapes clawing at a wounded, roiling sky. The entire scene is rendered with expressionistic, emotive brushstrokes and distorted perspective, with thick, diagonal flakes of rain streaking across the frame like frantic scratches on canvas. Erratic, blinding lightning momentarily paints the world a stark, electric white, casting long, twisting shadows that wriggle and contort with a life of their own. The ground is a roiling sea of mud and dark, reflective puddles, reflecting the sickly greens and deep indigos of the clouds above. Every line is sharp and unsettling, every shape feels unstable, creating a powerful, claustrophobic atmosphere, as if the landscape itself is screaming in silent terror.",
+ "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. 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 chaotic shipyard scene with a storm-ravaged atmosphere. Key elements include:\n- Lurking, static wide shot\n- A chaotic shipyard setting\n- Ripped apart by a fierce storm\n- Vast skeletal hulls of unfinished vessels\n- Raw steel frames\n- Twisted into jagged, anxious shapes\n- Claws at a wounded, roiling sky\n- Expressionistic, emotive brushstrokes\n- Distorted perspective\n- Thick, diagonal flakes of rain\n- Erratic, blinding lightning\n- Ground as roiling sea of mud\n- Dark, reflective puddles\n- Long, twisting shadows\n- Unstable shapes and lines\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show some blur and softness, but essential details remain discernible. Rain effects are present and readable, though not perfectly crisp. Lighting and color contrast are generally consistent, and the composition remains coherent across frames. There are occasional minor distortions in shapes, yet they do not dominate the viewing experience. In sum, the visuals convey the intended atmosphere without achieving high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a chaotic shipyard, stormy conditions, visible hull remnants, and a moody, expressionistic tone. The heavy rain and lighting contribute to the atmosphere, and the scene maintains a sense of distortion and instability. Some nuanced aspects—such as the precise depiction of the “roiling sea of mud” ground or the exact timing of lightning—are less explicit, but the main narrative and emotional intent align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene embraces stylized, surreal geometry and exaggerated weather effects, which intentionally depart from strict realism. While this supports the artistic vision, it introduces moments where conventional physics and spatial logic are stretched beyond everyday 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": 2.46875,
+ "TA": 3.359375,
+ "MQ": 3.03125,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "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 chaotic shipyard scene with a storm-ravaged atmosphere. Key elements include:\n- Lurking, static wide shot\n- A chaotic shipyard setting\n- Ripped apart by a fierce storm\n- Vast skeletal hulls of unfinished vessels\n- Raw steel frames\n- Twisted into jagged, anxious shapes\n- Claws at a wounded, roiling sky\n- Expressionistic, emotive brushstrokes\n- Distorted perspective\n- Thick, diagonal flakes of rain\n- Erratic, blinding lightning\n- Ground as roiling sea of mud\n- Dark, reflective puddles\n- Long, twisting shadows\n- Unstable shapes and lines\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show some blur and softness, but essential details remain discernible. Rain effects are present and readable, though not perfectly crisp. Lighting and color contrast are generally consistent, and the composition remains coherent across frames. There are occasional minor distortions in shapes, yet they do not dominate the viewing experience. In sum, the visuals convey the intended atmosphere without achieving high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a chaotic shipyard, stormy conditions, visible hull remnants, and a moody, expressionistic tone. The heavy rain and lighting contribute to the atmosphere, and the scene maintains a sense of distortion and instability. Some nuanced aspects—such as the precise depiction of the “roiling sea of mud” ground or the exact timing of lightning—are less explicit, but the main narrative and emotional intent align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene embraces stylized, surreal geometry and exaggerated weather effects, which intentionally depart from strict realism. While this supports the artistic vision, it introduces moments where conventional physics and spatial logic are stretched beyond everyday plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "lingering, static wide shot plunges the viewer into the heart of a chaotic shipyard, ripped apart by a fierce storm. The vast skeletal hulls of unfinished vessels, their raw steel frames a web of rust-orange and deep shadows, twisted into jagged, anxious shapes clawing at a wounded, roiling sky. The entire scene is rendered with expressionistic, emotive brushstrokes and distorted perspective, with thick, diagonal flakes of rain streaking across the frame like frantic scratches on canvas. Erratic, blinding lightning momentarily paints the world a stark, electric white, casting long, twisting shadows that wriggle and contort with a life of their own. The ground is a roiling sea of mud and dark, reflective puddles, reflecting the sickly greens and deep indigos of the clouds above. Every line is sharp and unsettling, every shape feels unstable, creating a powerful, claustrophobic atmosphere, as if the landscape itself is screaming in silent terror.",
+ "seed": 13911,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000123/group_9/index_6540_seed_13911_dp_19_rank_38_sample_3_slot_1.mp4",
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+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.84375,
+ "video_score2_ta": 3.28125,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 9.1875,
+ "avg": 9.203125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "lingering, static wide shot plunges the viewer into the heart of a chaotic shipyard, ripped apart by a fierce storm. The vast skeletal hulls of unfinished vessels, their raw steel frames a web of rust-orange and deep shadows, twisted into jagged, anxious shapes clawing at a wounded, roiling sky. The entire scene is rendered with expressionistic, emotive brushstrokes and distorted perspective, with thick, diagonal flakes of rain streaking across the frame like frantic scratches on canvas. Erratic, blinding lightning momentarily paints the world a stark, electric white, casting long, twisting shadows that wriggle and contort with a life of their own. The ground is a roiling sea of mud and dark, reflective puddles, reflecting the sickly greens and deep indigos of the clouds above. Every line is sharp and unsettling, every shape feels unstable, creating a powerful, claustrophobic atmosphere, as if the landscape itself is screaming in silent terror.",
+ "token_credit_reward": 9.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a chaotic shipyard scene with a storm-ravaged atmosphere. Key elements include:\n- Lurking/static wide shot\n- Ripped apart by a fierce storm\n- Vast skeletal hulls of unfinished vessels\n- Raw steel frames\n- Twisted into jagged, anxious shapes\n- Clawing at a wounded, roiling sky\n- Expressionistic, emotive brushstrokes\n- Distorted perspective\n- Thick, diagonal flakes of rain\n- Erratic, blinding lightning\n- Ground as roiling sea of mud and dark puddles\n- Reflections of sickly greens and deep indigos\n- Sharp and unsettling lines\n- Unstable shapes\n- Powerful, claustrophobic atmosphere\n\nVisual Quality Assessment:\nThe frames show moderate visual quality overall. The resolution is adequate but not high, with some softness and occasional compression artifacts. The imagery remains legible, and the color palette stays consistent across frames (greens, oranges, blues). There is little variation between frames, indicating limited motion or animation. Rain effects are present as diagonal streaks, and lighting cues (thunder) contribute to mood, but the sequence does not exhibit strong dynamic movement. Overall, the visuals convey the intended atmosphere but lack crispness and high-detail rendering.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several core elements such as a stormy shipyard ambiance, visible hull fragments, and rain, which align with parts of the description. However, certain aspects are underrepresented or ambiguous: the scene reads more as a single wreckage rather than a broad, bustling shipyard; the emotional intensity and the specific “clawing” action of the hulls are not strongly realized; the distorted perspective and the sense of a “roiling sea of mud” are only loosely suggested. In sum, the video reflects a subset of the prompt’s intent, resulting in a moderate level of alignment.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: debris sits on water with reflections, rain falls diagonally, and lighting cues are coherent with a storm setting. Some elements appear slightly exaggerated or stylized (e.g., hull fragmentation, scale cues), but there are no glaring logical inconsistencies. Overall, physical consistency is acceptable and coherent, though not exceptionally precise.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.84375,
+ "TA": 3.28125,
+ "MQ": 3.078125,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a chaotic shipyard scene with a storm-ravaged atmosphere. Key elements include:\n- Lurking/static wide shot\n- Ripped apart by a fierce storm\n- Vast skeletal hulls of unfinished vessels\n- Raw steel frames\n- Twisted into jagged, anxious shapes\n- Clawing at a wounded, roiling sky\n- Expressionistic, emotive brushstrokes\n- Distorted perspective\n- Thick, diagonal flakes of rain\n- Erratic, blinding lightning\n- Ground as roiling sea of mud and dark puddles\n- Reflections of sickly greens and deep indigos\n- Sharp and unsettling lines\n- Unstable shapes\n- Powerful, claustrophobic atmosphere\n\nVisual Quality Assessment:\nThe frames show moderate visual quality overall. The resolution is adequate but not high, with some softness and occasional compression artifacts. The imagery remains legible, and the color palette stays consistent across frames (greens, oranges, blues). There is little variation between frames, indicating limited motion or animation. Rain effects are present as diagonal streaks, and lighting cues (thunder) contribute to mood, but the sequence does not exhibit strong dynamic movement. Overall, the visuals convey the intended atmosphere but lack crispness and high-detail rendering.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several core elements such as a stormy shipyard ambiance, visible hull fragments, and rain, which align with parts of the description. However, certain aspects are underrepresented or ambiguous: the scene reads more as a single wreckage rather than a broad, bustling shipyard; the emotional intensity and the specific “clawing” action of the hulls are not strongly realized; the distorted perspective and the sense of a “roiling sea of mud” are only loosely suggested. In sum, the video reflects a subset of the prompt’s intent, resulting in a moderate level of alignment.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: debris sits on water with reflections, rain falls diagonally, and lighting cues are coherent with a storm setting. Some elements appear slightly exaggerated or stylized (e.g., hull fragmentation, scale cues), but there are no glaring logical inconsistencies. Overall, physical consistency is acceptable and coherent, though not exceptionally precise.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_1/index_tensor([1776, 1776])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_1/index_tensor([1776, 1776])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9387395dcf4b6fdc35675786fc1f92d82519ead
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_1/index_tensor([1776, 1776])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "The film begins with a dramatic low-angle shot, a swift and aggressive advance of a powerful emperor, his entire form and world rendered in the stark, dynamic style of a black-and-white ink calligraphy painting. The emperor stands in a commanding pose, his form defined by bold, decisive ink strokes. He wears a voluminous, layered imperial robe, its heavy folds suggested by varying shades of gray ink wash painting, and intricate dragon motifs artfully suggested by flowing calligraphic lines. His face, chiseled and stern, is a mask of cold rage, piercing eyes set beneath an intricate, ornate crown painted with sharp lines. As the camera draws closer, he decisively extends his right arm forward, extending his hand. From the center of his open palm, a burst of pure energy erupts—not light, but a dazzling white void that fiercely repels the ink. This explosion causes the surrounding ink to splatter outward from the epicenter in a chaotic yet beautiful splatter, with tendrils and droplets of black ink scattering in all directions like a liquid explosion, creating a powerful and artistic spectacle against a textured off-white background reminiscent of rice paper.",
+ "seed": 1890,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_1/index_1776_seed_1890_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.875,
+ "video_score2_ta": 3.421875,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 9.4375,
+ "avg": 9.4375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "The film begins with a dramatic low-angle shot, a swift and aggressive advance of a powerful emperor, his entire form and world rendered in the stark, dynamic style of a black-and-white ink calligraphy painting. The emperor stands in a commanding pose, his form defined by bold, decisive ink strokes. He wears a voluminous, layered imperial robe, its heavy folds suggested by varying shades of gray ink wash painting, and intricate dragon motifs artfully suggested by flowing calligraphic lines. His face, chiseled and stern, is a mask of cold rage, piercing eyes set beneath an intricate, ornate crown painted with sharp lines. As the camera draws closer, he decisively extends his right arm forward, extending his hand. From the center of his open palm, a burst of pure energy erupts—not light, but a dazzling white void that fiercely repels the ink. This explosion causes the surrounding ink to splatter outward from the epicenter in a chaotic yet beautiful splatter, with tendrils and droplets of black ink scattering in all directions like a liquid explosion, creating a powerful and artistic spectacle against a textured off-white background reminiscent of rice paper.",
+ "token_credit_reward": 9.4375,
+ "selected_reward": 9.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene featuring a powerful emperor in a black-and-white ink calligraphy style. The emperor stands in a commanding pose with bold, decisive ink strokes. He wears voluminous, layered imperial robes whose heavy folds are suggested by varying shades of gray ink wash painting. Intricate dragon motifs are artfully suggested by flowing calligraphic lines. The face is chiseled and stern, conveying cold rage, with piercing eyes beneath an ornate crown painted with sharp lines. As the camera draws closer, the emperor extends his right arm forward, and from the center of his open palm erupts a burst of pure energy — not light, but a dazzling white void that repels the ink. This explosion causes surrounding ink to splatter outward in a chaotic yet beautiful splatter, with tendrils and droplets of black ink scattering in all directions like a liquid explosion, creating a powerful and artistic spectacle against a textured off-white background reminiscent of rice paper.\n\nVisual Quality Assessment:\nOverall, the visuals are coherent and faithful to the intended aesthetic, but the quality sits at a moderate level rather than high-end. The black-and-white ink style is convincingly rendered, with clear contrast between dark strokes and lighter washes, and the character design remains consistent across frames. The energy burst and splatter are present and readable, contributing to the dramatic effect, though some frames show minor artifacting or slight softness that prevent a top-tier impression. In sum, the visuals are adequate and stylistically appropriate, but not exceptional.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The dramatic low-angle framing, the depiction of a powerful emperor, and the bold, decisive ink strokes are clearly conveyed. The voluminous imperial robes, the dragon motifs, and the stern facial expression are recognizable, and the energy burst from the palm is depicted as described. The splatter and the liquid-like dispersion of ink are present and coherent with the narrative. While there may be occasional minor deviations in timing or emphasis, these do not significantly detract from the alignment. Overall, the alignment is strong and consistent with a score around 4.\n\nPhysical/Common-sense Consistency:\nThe sequence maintains internal coherence within the stylized fantasy framework. The energy burst and ink splatter follow plausible dynamics for a magical moment, and the character’s pose and motion remain consistent with the implied momentum. There are no glaring logical contradictions, though a few micro-timing or interaction details could be tightened to enhance believability. Overall, physical consistency is solid but not flawless, aligning with a moderate score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.875,
+ "TA": 3.421875,
+ "MQ": 3.140625,
+ "Overall": 9.4375
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene featuring a powerful emperor in a black-and-white ink calligraphy style. The emperor stands in a commanding pose with bold, decisive ink strokes. He wears voluminous, layered imperial robes whose heavy folds are suggested by varying shades of gray ink wash painting. Intricate dragon motifs are artfully suggested by flowing calligraphic lines. The face is chiseled and stern, conveying cold rage, with piercing eyes beneath an ornate crown painted with sharp lines. As the camera draws closer, the emperor extends his right arm forward, and from the center of his open palm erupts a burst of pure energy — not light, but a dazzling white void that repels the ink. This explosion causes surrounding ink to splatter outward in a chaotic yet beautiful splatter, with tendrils and droplets of black ink scattering in all directions like a liquid explosion, creating a powerful and artistic spectacle against a textured off-white background reminiscent of rice paper.\n\nVisual Quality Assessment:\nOverall, the visuals are coherent and faithful to the intended aesthetic, but the quality sits at a moderate level rather than high-end. The black-and-white ink style is convincingly rendered, with clear contrast between dark strokes and lighter washes, and the character design remains consistent across frames. The energy burst and splatter are present and readable, contributing to the dramatic effect, though some frames show minor artifacting or slight softness that prevent a top-tier impression. In sum, the visuals are adequate and stylistically appropriate, but not exceptional.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The dramatic low-angle framing, the depiction of a powerful emperor, and the bold, decisive ink strokes are clearly conveyed. The voluminous imperial robes, the dragon motifs, and the stern facial expression are recognizable, and the energy burst from the palm is depicted as described. The splatter and the liquid-like dispersion of ink are present and coherent with the narrative. While there may be occasional minor deviations in timing or emphasis, these do not significantly detract from the alignment. Overall, the alignment is strong and consistent with a score around 4.\n\nPhysical/Common-sense Consistency:\nThe sequence maintains internal coherence within the stylized fantasy framework. The energy burst and ink splatter follow plausible dynamics for a magical moment, and the character’s pose and motion remain consistent with the implied momentum. There are no glaring logical contradictions, though a few micro-timing or interaction details could be tightened to enhance believability. Overall, physical consistency is solid but not flawless, aligning with a moderate 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": 1891,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_1/index_1776_seed_1891_dp_2_rank_4_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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene featuring a powerful emperor in a black-and-white ink calligraphy style. The key elements include a low-angle shot, a swift and aggressive advance, bold ink strokes defining the emperor's form, voluminous layered robes with heavy folds, dragon motifs suggested by flowing calligraphic lines, a chiseled stern face with piercing eyes beneath an ornate crown, the emperor extending his right arm forward with a burst of pure energy erupting from the palm, and surrounding ink splattering outward in a chaotic yet beautiful manner against a textured off-white background reminiscent of rice paper.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent clarity and a consistent black-and-white aesthetic, with recognizable character details and flowing ink-like patterns. However, there are occasional minor artifacts and slight inconsistencies in motion between frames, preventing a higher rating. The sequence remains coherent and readable, but not exceptionally polished.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a black-and-white ink-calligraphy style, a central figure resembling an emperor, flowing robes, and a dramatic energy burst from the palm. The low-angle framing and the sense of forward motion are present, and the energy effect is visually prominent. Some nuanced aspects such as the exact crown detailing and the subtler dynamics of the ink splatter could be more faithfully realized, but the main components align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The energy burst and ink dispersion follow stylized artistic logic rather than strict physical realism, which is appropriate for the artistic approach. There are no glaring logical contradictions, though some interactions could be refined to better match real-world physics within the stylized context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.171875,
+ "TA": 3.375,
+ "MQ": 3.03125,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene featuring a powerful emperor in a black-and-white ink calligraphy style. The key elements include a low-angle shot, a swift and aggressive advance, bold ink strokes defining the emperor's form, voluminous layered robes with heavy folds, dragon motifs suggested by flowing calligraphic lines, a chiseled stern face with piercing eyes beneath an ornate crown, the emperor extending his right arm forward with a burst of pure energy erupting from the palm, and surrounding ink splattering outward in a chaotic yet beautiful manner against a textured off-white background reminiscent of rice paper.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent clarity and a consistent black-and-white aesthetic, with recognizable character details and flowing ink-like patterns. However, there are occasional minor artifacts and slight inconsistencies in motion between frames, preventing a higher rating. The sequence remains coherent and readable, but not exceptionally polished.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a black-and-white ink-calligraphy style, a central figure resembling an emperor, flowing robes, and a dramatic energy burst from the palm. The low-angle framing and the sense of forward motion are present, and the energy effect is visually prominent. Some nuanced aspects such as the exact crown detailing and the subtler dynamics of the ink splatter could be more faithfully realized, but the main components align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The energy burst and ink dispersion follow stylized artistic logic rather than strict physical realism, which is appropriate for the artistic approach. There are no glaring logical contradictions, though some interactions could be refined to better match real-world physics within the stylized context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The film begins with a dramatic low-angle shot, a swift and aggressive advance of a powerful emperor, his entire form and world rendered in the stark, dynamic style of a black-and-white ink calligraphy painting. The emperor stands in a commanding pose, his form defined by bold, decisive ink strokes. He wears a voluminous, layered imperial robe, its heavy folds suggested by varying shades of gray ink wash painting, and intricate dragon motifs artfully suggested by flowing calligraphic lines. His face, chiseled and stern, is a mask of cold rage, piercing eyes set beneath an intricate, ornate crown painted with sharp lines. As the camera draws closer, he decisively extends his right arm forward, extending his hand. From the center of his open palm, a burst of pure energy erupts—not light, but a dazzling white void that fiercely repels the ink. This explosion causes the surrounding ink to splatter outward from the epicenter in a chaotic yet beautiful splatter, with tendrils and droplets of black ink scattering in all directions like a liquid explosion, creating a powerful and artistic spectacle against a textured off-white background reminiscent of rice paper.",
+ "seed": 1892,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_1/index_1776_seed_1892_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.046875,
+ "video_score2_ta": 3.5,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 8.375,
+ "avg": 8.390625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene featuring a powerful emperor rendered in a stark, dynamic black-and-white ink calligraphy style. The emperor stands in a commanding pose with bold, decisive ink strokes, wearing voluminous imperial robes whose heavy folds are suggested by varying shades of gray ink wash painting. Intricate dragon motifs appear as flowing calligraphic lines, while the face is chiseled and stern, conveying cold rage. The camera gradually closes in, and at the moment of closest approach, a burst of pure energy erupts from the open palm, followed by a chaotic yet controlled splatter of ink as droplets scatter in all directions against a textured off-white background reminiscent of rice paper.\n\nVisual Quality Assessment:\nOverall, the visuals are coherent and stylistically consistent with the ink-calligraphy aesthetic. The imagery remains legible across frames, with decent contrast between dark ink and lighter backgrounds. There are occasional minor artifacts and slight frame-to-frame inconsistencies, and some motion blur during the explosive sequence, which slightly reduces perceived sharpness. The result is a moderate level of visual quality rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nThe video captures the core elements described in the prompt—emperor figure, commanding pose, flowing robes, and the central energy burst. However, several details are not rendered with exact fidelity: dragon motifs are only loosely suggested, and some facial features and crown details are simplified. The overall alignment is acceptable but not precise, reflecting a mid-range correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nThe sequence maintains internal coherence within the stylized framework. The energy burst and subsequent ink splatter follow a plausible progression, and the character’s proportions remain stable throughout. Some exaggeration is present due to artistic rendering, but there are no glaring logical contradictions, yielding a moderate level of physical 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": {
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+ "TA": 3.5,
+ "MQ": 2.84375,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene featuring a powerful emperor rendered in a stark, dynamic black-and-white ink calligraphy style. The emperor stands in a commanding pose with bold, decisive ink strokes, wearing voluminous imperial robes whose heavy folds are suggested by varying shades of gray ink wash painting. Intricate dragon motifs appear as flowing calligraphic lines, while the face is chiseled and stern, conveying cold rage. The camera gradually closes in, and at the moment of closest approach, a burst of pure energy erupts from the open palm, followed by a chaotic yet controlled splatter of ink as droplets scatter in all directions against a textured off-white background reminiscent of rice paper.\n\nVisual Quality Assessment:\nOverall, the visuals are coherent and stylistically consistent with the ink-calligraphy aesthetic. The imagery remains legible across frames, with decent contrast between dark ink and lighter backgrounds. There are occasional minor artifacts and slight frame-to-frame inconsistencies, and some motion blur during the explosive sequence, which slightly reduces perceived sharpness. The result is a moderate level of visual quality rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nThe video captures the core elements described in the prompt—emperor figure, commanding pose, flowing robes, and the central energy burst. However, several details are not rendered with exact fidelity: dragon motifs are only loosely suggested, and some facial features and crown details are simplified. The overall alignment is acceptable but not precise, reflecting a mid-range correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nThe sequence maintains internal coherence within the stylized framework. The energy burst and subsequent ink splatter follow a plausible progression, and the character’s proportions remain stable throughout. Some exaggeration is present due to artistic rendering, but there are no glaring logical contradictions, yielding a moderate level of physical 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": "The film begins with a dramatic low-angle shot, a swift and aggressive advance of a powerful emperor, his entire form and world rendered in the stark, dynamic style of a black-and-white ink calligraphy painting. The emperor stands in a commanding pose, his form defined by bold, decisive ink strokes. He wears a voluminous, layered imperial robe, its heavy folds suggested by varying shades of gray ink wash painting, and intricate dragon motifs artfully suggested by flowing calligraphic lines. His face, chiseled and stern, is a mask of cold rage, piercing eyes set beneath an intricate, ornate crown painted with sharp lines. As the camera draws closer, he decisively extends his right arm forward, extending his hand. From the center of his open palm, a burst of pure energy erupts—not light, but a dazzling white void that fiercely repels the ink. This explosion causes the surrounding ink to splatter outward from the epicenter in a chaotic yet beautiful splatter, with tendrils and droplets of black ink scattering in all directions like a liquid explosion, creating a powerful and artistic spectacle against a textured off-white background reminiscent of rice paper.",
+ "seed": 1893,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_1/index_1776_seed_1893_dp_3_rank_6_sample_3_slot_1.mp4",
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+ "video_score2_vq": 2.640625,
+ "video_score2_ta": 3.734375,
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+ "video_score2_overall": 9.4375,
+ "avg": 9.453125,
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+ "question": "The film begins with a dramatic low-angle shot, a swift and aggressive advance of a powerful emperor, his entire form and world rendered in the stark, dynamic style of a black-and-white ink calligraphy painting. The emperor stands in a commanding pose, his form defined by bold, decisive ink strokes. He wears a voluminous, layered imperial robe, its heavy folds suggested by varying shades of gray ink wash painting, and intricate dragon motifs artfully suggested by flowing calligraphic lines. His face, chiseled and stern, is a mask of cold rage, piercing eyes set beneath an intricate, ornate crown painted with sharp lines. As the camera draws closer, he decisively extends his right arm forward, extending his hand. From the center of his open palm, a burst of pure energy erupts—not light, but a dazzling white void that fiercely repels the ink. This explosion causes the surrounding ink to splatter outward from the epicenter in a chaotic yet beautiful splatter, with tendrils and droplets of black ink scattering in all directions like a liquid explosion, creating a powerful and artistic spectacle against a textured off-white background reminiscent of rice paper.",
+ "token_credit_reward": 9.4375,
+ "selected_reward": 9.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene featuring a powerful emperor in a black-and-white ink-calligraphy style. The key elements include a low-angle shot, a swift and aggressive advance, a commanding pose, bold ink strokes, voluminous layered robes, gray ink wash painting, intricate dragon motifs, a chiseled stern face with a mask of cold rage, piercing eyes beneath an ornate crown, a decisive right-arm extension, and a central energy burst emanating from the palm. The surrounding ink should splash outward in a chaotic yet controlled manner, with tendrils and droplets scattering like a liquid explosion against a textured off-white background reminiscent of rice paper.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The black-and-white ink aesthetic is clearly conveyed, and the character design remains consistent across frames. However, there are noticeable issues that temper the overall impression: occasional motion blur during rapid action, some frame-to-frame inconsistencies in the energy effects, and minor artifacts that affect edge definition. The sequence maintains a coherent artistic direction, but it does not reach high-fidelity rendering throughout.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt’s core elements. The dramatic low-angle composition, the depiction of a powerful emperor, the bold ink strokes, voluminous robes, and the central energy burst are all present and recognizable. The alignment is strong overall, with only minor deviations in fine-grained details (e.g., exact crown ornamentation or micro-motions of the energy). The result reflects a faithful interpretation of the described scene, with most key aspects captured accurately.\n\nPhysical Consistency Assessment:\nThe scene adheres to plausible physical behavior within the stylized framework. The energy burst and ink splatter follow a coherent outward expansion, and the character’s pose remains stable as the action unfolds. There are no glaring violations of basic physics, though the stylization introduces some non-realistic nuances that prevent perfect realism. Overall, physical consistency is acceptable and coherent with the artistic approach.\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": 2.640625,
+ "TA": 3.734375,
+ "MQ": 3.078125,
+ "Overall": 9.4375
+ }
+ }
+ ],
+ "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 consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic scene featuring a powerful emperor in a black-and-white ink-calligraphy style. The key elements include a low-angle shot, a swift and aggressive advance, a commanding pose, bold ink strokes, voluminous layered robes, gray ink wash painting, intricate dragon motifs, a chiseled stern face with a mask of cold rage, piercing eyes beneath an ornate crown, a decisive right-arm extension, and a central energy burst emanating from the palm. The surrounding ink should splash outward in a chaotic yet controlled manner, with tendrils and droplets scattering like a liquid explosion against a textured off-white background reminiscent of rice paper.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The black-and-white ink aesthetic is clearly conveyed, and the character design remains consistent across frames. However, there are noticeable issues that temper the overall impression: occasional motion blur during rapid action, some frame-to-frame inconsistencies in the energy effects, and minor artifacts that affect edge definition. The sequence maintains a coherent artistic direction, but it does not reach high-fidelity rendering throughout.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt’s core elements. The dramatic low-angle composition, the depiction of a powerful emperor, the bold ink strokes, voluminous robes, and the central energy burst are all present and recognizable. The alignment is strong overall, with only minor deviations in fine-grained details (e.g., exact crown ornamentation or micro-motions of the energy). The result reflects a faithful interpretation of the described scene, with most key aspects captured accurately.\n\nPhysical Consistency Assessment:\nThe scene adheres to plausible physical behavior within the stylized framework. The energy burst and ink splatter follow a coherent outward expansion, and the character’s pose remains stable as the action unfolds. There are no glaring violations of basic physics, though the stylization introduces some non-realistic nuances that prevent perfect realism. Overall, physical consistency is acceptable and coherent with the artistic approach.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_13/index_tensor([6141, 6141])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_13/index_tensor([6141, 6141])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f1368439172b33f89a73c1bf4c601c3712bddb0
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_13/index_tensor([6141, 6141])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "strikingly close-up shot, shot from a sideways, frontal angle, captures a young man fast asleep against the window of a moving car. He has short, shaggy dark brown hair, a few strands tangled across his forehead from his sleeping position. His eyes are closed, his face serene as he rests his head gently against the cool car window. He wears a soft, off-white cotton hooded sweatshirt. Warm afternoon sunlight filters through swaying leaves on the roadside, casting a shifting, soft, playful pattern across his smooth cheeks and high nose. Light and shadow flow slowly across his face. As the car jolted gently and rhythmically along the road, his long, thick eyelashes fluttered ever-so-slightly, as if capturing a peaceful dream. Through the car window behind him, the green fields outside, rapidly receding into a blur, are visible. The entire picture is shrouded in a warm golden halo, with the main colors being soft beige and gold, creating an extremely quiet, serene and dreamy atmosphere, perfectly capturing a moment of tranquility during the journey.",
+ "seed": 28740,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_13/index_6141_seed_28740_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": 3.53125,
+ "video_score2_ta": 1.390625,
+ "video_score2_mq": 1.90625,
+ "video_score2_overall": 6.84375,
+ "avg": 6.828125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "strikingly close-up shot, shot from a sideways, frontal angle, captures a young man fast asleep against the window of a moving car. He has short, shaggy dark brown hair, a few strands tangled across his forehead from his sleeping position. His eyes are closed, his face serene as he rests his head gently against the cool car window. He wears a soft, off-white cotton hooded sweatshirt. Warm afternoon sunlight filters through swaying leaves on the roadside, casting a shifting, soft, playful pattern across his smooth cheeks and high nose. Light and shadow flow slowly across his face. As the car jolted gently and rhythmically along the road, his long, thick eyelashes fluttered ever-so-slightly, as if capturing a peaceful dream. Through the car window behind him, the green fields outside, rapidly receding into a blur, are visible. The entire picture is shrouded in a warm golden halo, with the main colors being soft beige and gold, creating an extremely quiet, serene and dreamy atmosphere, perfectly capturing a moment of tranquility during the journey.",
+ "token_credit_reward": 6.84375,
+ "selected_reward": 6.84375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a strikingly close-up shot of a young man fast asleep against a car window while the vehicle moves. The scene includes specific details such as the subject's appearance, clothing, lighting, and motion cues that should be present in the video.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally solid. The resolution is adequate, with clear facial features and natural-looking lighting. There is some mild softness and occasional minor compression artifacts, but no major distortions or color issues. The background shows a gentle, blurred motion consistent with travel, and the overall image quality remains coherent throughout. Overall, Visual Quality is good and aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is depicted. While the video presents a close-up of a sleeping figure, several key elements from the prompt are not realized: there is no clearly visible car window, and the setting appears more outdoor than inside a car. The lighting and color palette do not strongly convey a warm golden-hour atmosphere, and the described motion cues (a moving car with jolts and a visible window) are not convincingly represented. These discrepancies indicate a low-to-moderate alignment, corresponding to a Text-to-Video Alignment score of 2.\n\nPhysical/Common-sense Consistency:\nThe depiction of the sleeper’s pose, clothing drape, and facial expression reads as natural and physically plausible. The body language and lighting are coherent, and there are no obvious anatomical or physical inconsistencies. This supports a relatively high Common-sense/Physical Consistency score of 4.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 2\nPhysical Consistency: 4\n\n\n(1) visual quality - clarity, smoothness, artifacts: 4\n(2) text-to-video alignment - fidelity to the prompt: 2\n(3) physical/common-sense consistency - naturalness and physics plausibility: 4\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 3.53125,
+ "TA": 1.390625,
+ "MQ": 1.90625,
+ "Overall": 6.84375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a strikingly close-up shot of a young man fast asleep against a car window while the vehicle moves. The scene includes specific details such as the subject's appearance, clothing, lighting, and motion cues that should be present in the video.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally solid. The resolution is adequate, with clear facial features and natural-looking lighting. There is some mild softness and occasional minor compression artifacts, but no major distortions or color issues. The background shows a gentle, blurred motion consistent with travel, and the overall image quality remains coherent throughout. Overall, Visual Quality is good and aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is depicted. While the video presents a close-up of a sleeping figure, several key elements from the prompt are not realized: there is no clearly visible car window, and the setting appears more outdoor than inside a car. The lighting and color palette do not strongly convey a warm golden-hour atmosphere, and the described motion cues (a moving car with jolts and a visible window) are not convincingly represented. These discrepancies indicate a low-to-moderate alignment, corresponding to a Text-to-Video Alignment score of 2.\n\nPhysical/Common-sense Consistency:\nThe depiction of the sleeper’s pose, clothing drape, and facial expression reads as natural and physically plausible. The body language and lighting are coherent, and there are no obvious anatomical or physical inconsistencies. This supports a relatively high Common-sense/Physical Consistency score of 4.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 2\nPhysical Consistency: 4\n\n\n(1) visual quality - clarity, smoothness, artifacts: 4\n(2) text-to-video alignment - fidelity to the prompt: 2\n(3) physical/common-sense consistency - naturalness and physics plausibility: 4"
+ ]
+ },
+ {
+ "prompt": "strikingly close-up shot, shot from a sideways, frontal angle, captures a young man fast asleep against the window of a moving car. He has short, shaggy dark brown hair, a few strands tangled across his forehead from his sleeping position. His eyes are closed, his face serene as he rests his head gently against the cool car window. He wears a soft, off-white cotton hooded sweatshirt. Warm afternoon sunlight filters through swaying leaves on the roadside, casting a shifting, soft, playful pattern across his smooth cheeks and high nose. Light and shadow flow slowly across his face. As the car jolted gently and rhythmically along the road, his long, thick eyelashes fluttered ever-so-slightly, as if capturing a peaceful dream. Through the car window behind him, the green fields outside, rapidly receding into a blur, are visible. The entire picture is shrouded in a warm golden halo, with the main colors being soft beige and gold, creating an extremely quiet, serene and dreamy atmosphere, perfectly capturing a moment of tranquility during the journey.",
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+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_13/index_6141_seed_28741_dp_26_rank_52_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 strikingly close-up shot of a young man fast asleep against a car window, with specific details about his appearance, clothing, lighting, and the motion of the car. The video largely follows these cues but there are notable deviations that affect exact alignment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear facial features, with warm, natural lighting and a pleasant golden hue. There is some mild softness and occasional minor compression artifacts, but no major distortions or color issues. The sequence remains stable with consistent exposure, though it does not reach high-end sharpness throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents a close-up, side-frontal angle, and shows a young man with eyes closed and a serene expression, wearing a light-colored hoodie, with warm lighting and a golden halo. However, several key prompt elements are not convincingly realized: the car-window context is not clearly established, the motion of the car is not evident, and the described dynamic cues (e.g., eyelash flutter, rapid field movement) are not clearly depicted. The overall mood aligns with a tranquil moment, but the fidelity to the exact prompt details is partial.\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 subtle inconsistencies exist (e.g., lack of clear car-window interaction cues, absence of expected motion dynamics), which prevent a higher score, but nothing severely breaks realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.734375,
+ "TA": 3.0625,
+ "MQ": 3.203125,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly close-up shot of a young man fast asleep against a car window, with specific details about his appearance, clothing, lighting, and the motion of the car. The video largely follows these cues but there are notable deviations that affect exact alignment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear facial features, with warm, natural lighting and a pleasant golden hue. There is some mild softness and occasional minor compression artifacts, but no major distortions or color issues. The sequence remains stable with consistent exposure, though it does not reach high-end sharpness throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents a close-up, side-frontal angle, and shows a young man with eyes closed and a serene expression, wearing a light-colored hoodie, with warm lighting and a golden halo. However, several key prompt elements are not convincingly realized: the car-window context is not clearly established, the motion of the car is not evident, and the described dynamic cues (e.g., eyelash flutter, rapid field movement) are not clearly depicted. The overall mood aligns with a tranquil moment, but the fidelity to the exact prompt details is partial.\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 subtle inconsistencies exist (e.g., lack of clear car-window interaction cues, absence of expected motion dynamics), which prevent a higher score, but nothing severely breaks realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "strikingly close-up shot, shot from a sideways, frontal angle, captures a young man fast asleep against the window of a moving car. He has short, shaggy dark brown hair, a few strands tangled across his forehead from his sleeping position. His eyes are closed, his face serene as he rests his head gently against the cool car window. He wears a soft, off-white cotton hooded sweatshirt. Warm afternoon sunlight filters through swaying leaves on the roadside, casting a shifting, soft, playful pattern across his smooth cheeks and high nose. Light and shadow flow slowly across his face. As the car jolted gently and rhythmically along the road, his long, thick eyelashes fluttered ever-so-slightly, as if capturing a peaceful dream. Through the car window behind him, the green fields outside, rapidly receding into a blur, are visible. The entire picture is shrouded in a warm golden halo, with the main colors being soft beige and gold, creating an extremely quiet, serene and dreamy atmosphere, perfectly capturing a moment of tranquility during the journey.",
+ "seed": 28742,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_13/index_6141_seed_28742_dp_27_rank_54_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.640625,
+ "video_score2_ta": 4.0,
+ "video_score2_mq": 4.03125,
+ "video_score2_overall": 11.625,
+ "avg": 11.671875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "strikingly close-up shot, shot from a sideways, frontal angle, captures a young man fast asleep against the window of a moving car. He has short, shaggy dark brown hair, a few strands tangled across his forehead from his sleeping position. His eyes are closed, his face serene as he rests his head gently against the cool car window. He wears a soft, off-white cotton hooded sweatshirt. Warm afternoon sunlight filters through swaying leaves on the roadside, casting a shifting, soft, playful pattern across his smooth cheeks and high nose. Light and shadow flow slowly across his face. As the car jolted gently and rhythmically along the road, his long, thick eyelashes fluttered ever-so-slightly, as if capturing a peaceful dream. Through the car window behind him, the green fields outside, rapidly receding into a blur, are visible. The entire picture is shrouded in a warm golden halo, with the main colors being soft beige and gold, creating an extremely quiet, serene and dreamy atmosphere, perfectly capturing a moment of tranquility during the journey.",
+ "token_credit_reward": 11.625,
+ "selected_reward": 11.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly close-up shot of a young man fast asleep against a car window, with specific details about his appearance, clothing, lighting, and the tranquil journey. The video largely adheres to these elements, presenting a close-up of a sleeping figure in a moving-car context with warm lighting and a serene mood. Some minor deviations exist (e.g., slight variations in hair length or exact pose), but they do not significantly detract from the overall alignment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is solid (score 4). The frames maintain good clarity and consistent lighting, with warm golden tones that support the tranquil atmosphere. There are no major artifacts or distortions, and transitions feel smooth. However, there are occasional minor softness and very subtle noise in some frames, which prevents a perfect top-tier score.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). All key elements are present: a young man, fast asleep, against a car window, with a sideways-frontal angle, shortish shaggy dark hair, eyes closed, serene expression, and a light-colored hooded sweatshirt. Lighting and atmosphere match the warm, golden palette, and the scene conveys a peaceful journey. Minor deviations in hair length or exact pose exist but do not undermine overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally reads as plausible: the subject’s positioning, the car-window context, and the lighting are coherent. There are small inconsistencies in motion cues or perspective across frames that prevent a higher score, though nothing severely breaks realism.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.640625,
+ "TA": 4.0,
+ "MQ": 4.03125,
+ "Overall": 11.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly close-up shot of a young man fast asleep against a car window, with specific details about his appearance, clothing, lighting, and the tranquil journey. The video largely adheres to these elements, presenting a close-up of a sleeping figure in a moving-car context with warm lighting and a serene mood. Some minor deviations exist (e.g., slight variations in hair length or exact pose), but they do not significantly detract from the overall alignment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is solid (score 4). The frames maintain good clarity and consistent lighting, with warm golden tones that support the tranquil atmosphere. There are no major artifacts or distortions, and transitions feel smooth. However, there are occasional minor softness and very subtle noise in some frames, which prevents a perfect top-tier score.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). All key elements are present: a young man, fast asleep, against a car window, with a sideways-frontal angle, shortish shaggy dark hair, eyes closed, serene expression, and a light-colored hooded sweatshirt. Lighting and atmosphere match the warm, golden palette, and the scene conveys a peaceful journey. Minor deviations in hair length or exact pose exist but do not undermine overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally reads as plausible: the subject’s positioning, the car-window context, and the lighting are coherent. There are small inconsistencies in motion cues or perspective across frames that prevent a higher score, though nothing severely breaks realism.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "strikingly close-up shot, shot from a sideways, frontal angle, captures a young man fast asleep against the window of a moving car. He has short, shaggy dark brown hair, a few strands tangled across his forehead from his sleeping position. His eyes are closed, his face serene as he rests his head gently against the cool car window. He wears a soft, off-white cotton hooded sweatshirt. Warm afternoon sunlight filters through swaying leaves on the roadside, casting a shifting, soft, playful pattern across his smooth cheeks and high nose. Light and shadow flow slowly across his face. As the car jolted gently and rhythmically along the road, his long, thick eyelashes fluttered ever-so-slightly, as if capturing a peaceful dream. Through the car window behind him, the green fields outside, rapidly receding into a blur, are visible. The entire picture is shrouded in a warm golden halo, with the main colors being soft beige and gold, creating an extremely quiet, serene and dreamy atmosphere, perfectly capturing a moment of tranquility during the journey.",
+ "seed": 28743,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_13/index_6141_seed_28743_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": 3.71875,
+ "video_score2_ta": 3.671875,
+ "video_score2_mq": 4.03125,
+ "video_score2_overall": 11.375,
+ "avg": 11.421875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "strikingly close-up shot, shot from a sideways, frontal angle, captures a young man fast asleep against the window of a moving car. He has short, shaggy dark brown hair, a few strands tangled across his forehead from his sleeping position. His eyes are closed, his face serene as he rests his head gently against the cool car window. He wears a soft, off-white cotton hooded sweatshirt. Warm afternoon sunlight filters through swaying leaves on the roadside, casting a shifting, soft, playful pattern across his smooth cheeks and high nose. Light and shadow flow slowly across his face. As the car jolted gently and rhythmically along the road, his long, thick eyelashes fluttered ever-so-slightly, as if capturing a peaceful dream. Through the car window behind him, the green fields outside, rapidly receding into a blur, are visible. The entire picture is shrouded in a warm golden halo, with the main colors being soft beige and gold, creating an extremely quiet, serene and dreamy atmosphere, perfectly capturing a moment of tranquility during the journey.",
+ "token_credit_reward": 11.375,
+ "selected_reward": 11.375,
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+ "top_frames": [
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly close-up shot of a young man fast asleep against a car window, with specific details about his appearance, clothing, lighting, and the motion of the car. The video largely follows these cues but there are minor deviations that prevent a perfect match.\n\nVisual Quality Analysis:\nOverall, Visual Quality is solid (score 4). The frames show good sharpness and clear facial features, with natural color rendering and warm lighting. There are no major artifacts or distortions, and the depth-of-field effect reads well. However, there are occasional subtle inconsistencies in lighting transitions and minor compression artifacts in some frames, which keep it from a perfect top score.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up, side-frontal angle, a young man with dark hair, eyes closed, resting against a car window, wearing a light-colored hoodie, with warm sunlight filtering through foliage. The mood of tranquility and the general composition align well. Some small discrepancies exist: the eyelashes do not flutter noticeably, and the motion blur of the background is not as pronounced as described. These minor deviations prevent a perfect match but the core elements are faithfully represented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene is generally plausible, with believable lighting, shadows, and spatial relationships. Yet there are subtle cues that reduce full realism: the lack of dynamic movement (no evident car shake) and the unnaturally static eyelashes, along with a slightly idealized depth-of-field that can feel stylized rather than strictly physically accurate. These factors collectively temper the overall common-sense alignment.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.71875,
+ "TA": 3.671875,
+ "MQ": 4.03125,
+ "Overall": 11.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly close-up shot of a young man fast asleep against a car window, with specific details about his appearance, clothing, lighting, and the motion of the car. The video largely follows these cues but there are minor deviations that prevent a perfect match.\n\nVisual Quality Analysis:\nOverall, Visual Quality is solid (score 4). The frames show good sharpness and clear facial features, with natural color rendering and warm lighting. There are no major artifacts or distortions, and the depth-of-field effect reads well. However, there are occasional subtle inconsistencies in lighting transitions and minor compression artifacts in some frames, which keep it from a perfect top score.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up, side-frontal angle, a young man with dark hair, eyes closed, resting against a car window, wearing a light-colored hoodie, with warm sunlight filtering through foliage. The mood of tranquility and the general composition align well. Some small discrepancies exist: the eyelashes do not flutter noticeably, and the motion blur of the background is not as pronounced as described. These minor deviations prevent a perfect match but the core elements are faithfully represented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene is generally plausible, with believable lighting, shadows, and spatial relationships. Yet there are subtle cues that reduce full realism: the lack of dynamic movement (no evident car shake) and the unnaturally static eyelashes, along with a slightly idealized depth-of-field that can feel stylized rather than strictly physically accurate. These factors collectively temper the overall common-sense alignment.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_14/index_tensor([8764, 8764])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_14/index_tensor([8764, 8764])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..51a5a78e2e57fd281f191f437fa1807a79d3e270
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_14/index_tensor([8764, 8764])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up shot from a level angle centered a mechanical tentacle gleaming with a cold metallic sheen. Its segmented, gunmetal-gray shell was covered in meticulously carved lines and faint signs of wear. At its tip, a sharp, multi-faceted probe pierced the black glass surface of a modern, borderless monitor with cold, precise precision. The moment of contact, the blue data stream flowing across the screen collapsed, exploding from the point of penetration. Countless sharp streaks of cyan, magenta, and yellow digital glitches flashed wildly, blending with a pixelated mosaic to form a visual digital storm. Particles of shattered glass flew outward, accompanied by sparks of arcing electricity. Then, the camera began to steadily and smoothly pull back, revealing that the mechanical tentacle was only part of a huge, complex mechanical body lurking in the shadows, and the destroyed monitor was embedded in a row of server cabinets. The entire dim control room environment was illuminated by the only, chaotic and stroboscopic light emitted by the dying screen, creating a tense and destructive atmosphere of a high-tech system being violently invaded.",
+ "seed": 17704,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_14/index_8764_seed_17704_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": 3.046875,
+ "video_score2_ta": 2.4375,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 8.5,
+ "avg": 8.46875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up shot from a level angle centered a mechanical tentacle gleaming with a cold metallic sheen. Its segmented, gunmetal-gray shell was covered in meticulously carved lines and faint signs of wear. At its tip, a sharp, multi-faceted probe pierced the black glass surface of a modern, borderless monitor with cold, precise precision. The moment of contact, the blue data stream flowing across the screen collapsed, exploding from the point of penetration. Countless sharp streaks of cyan, magenta, and yellow digital glitches flashed wildly, blending with a pixelated mosaic to form a visual digital storm. Particles of shattered glass flew outward, accompanied by sparks of arcing electricity. Then, the camera began to steadily and smoothly pull back, revealing that the mechanical tentacle was only part of a huge, complex mechanical body lurking in the shadows, and the destroyed monitor was embedded in a row of server cabinets. The entire dim control room environment was illuminated by the only, chaotic and stroboscopic light emitted by the dying screen, creating a tense and destructive atmosphere of a high-tech system being violently invaded.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a mechanical tentacle interacting with a monitor in a high-tech setting, featuring dramatic digital effects and a pull-back sequence. The video captures several elements of the prompt but does not fully realize the described sequence or intensity.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear metallic textures and visible digital effects, and lighting remains consistent. However, the overall motion is limited, with many frames appearing nearly identical, which reduces perceived motion quality. The digital effects are present but do not exhibit the full dynamic range or cinematic impact implied by the prompt. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video includes several prompt elements such as a mechanical tentacle, a monitor, and blue digital effects, but key aspects of the prompt—specifically the dramatic moment of contact, the intense digital storm, and the pull-back revealing a larger mechanical setup—are underrepresented. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency Analysis:\nThe scene maintains plausible physical interactions between the tentacle and the monitor, with coherent lighting and material behavior. The digital effects are stylistic rather than physically accurate, but they do not introduce obvious inconsistencies. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.4375,
+ "MQ": 2.984375,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a mechanical tentacle interacting with a monitor in a high-tech setting, featuring dramatic digital effects and a pull-back sequence. The video captures several elements of the prompt but does not fully realize the described sequence or intensity.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear metallic textures and visible digital effects, and lighting remains consistent. However, the overall motion is limited, with many frames appearing nearly identical, which reduces perceived motion quality. The digital effects are present but do not exhibit the full dynamic range or cinematic impact implied by the prompt. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video includes several prompt elements such as a mechanical tentacle, a monitor, and blue digital effects, but key aspects of the prompt—specifically the dramatic moment of contact, the intense digital storm, and the pull-back revealing a larger mechanical setup—are underrepresented. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency Analysis:\nThe scene maintains plausible physical interactions between the tentacle and the monitor, with coherent lighting and material behavior. The digital effects are stylistic rather than physically accurate, but they do not introduce obvious inconsistencies. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 17705,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_14/index_8764_seed_17705_dp_28_rank_56_sample_1_slot_1.mp4",
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+ "video_score2_vq": 2.921875,
+ "video_score2_ta": 2.5,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 8.375,
+ "avg": 8.375,
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+ "question": "An extreme close-up shot from a level angle centered a mechanical tentacle gleaming with a cold metallic sheen. Its segmented, gunmetal-gray shell was covered in meticulously carved lines and faint signs of wear. At its tip, a sharp, multi-faceted probe pierced the black glass surface of a modern, borderless monitor with cold, precise precision. The moment of contact, the blue data stream flowing across the screen collapsed, exploding from the point of penetration. Countless sharp streaks of cyan, magenta, and yellow digital glitches flashed wildly, blending with a pixelated mosaic to form a visual digital storm. Particles of shattered glass flew outward, accompanied by sparks of arcing electricity. Then, the camera began to steadily and smoothly pull back, revealing that the mechanical tentacle was only part of a huge, complex mechanical body lurking in the shadows, and the destroyed monitor was embedded in a row of server cabinets. The entire dim control room environment was illuminated by the only, chaotic and stroboscopic light emitted by the dying screen, creating a tense and destructive atmosphere of a high-tech system being violently invaded.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me 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 of a mechanical tentacle interacting with a modern monitor in a high-tech setting, featuring dramatic digital effects and a pull-back sequence to reveal a larger mechanical system. The video captures several elements of this concept but does not fully realize the described intensity or scope.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, with the mechanical components and the monitor clearly discernible. However, there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent, but it does not exhibit exceptional visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes the mechanical tentacle, the monitor, and some digital effects, yet the dramatic scale and the full narrative progression described in the prompt are not fully realized. The core idea is present, but the execution lacks the intended intensity and comprehensive scene construction.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interactions appear plausible within a high-tech context, with believable material properties and spatial relationships. No major physics violations are evident, though some details could be refined for stronger realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.921875,
+ "TA": 2.5,
+ "MQ": 2.953125,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a mechanical tentacle interacting with a modern monitor in a high-tech setting, featuring dramatic digital effects and a pull-back sequence to reveal a larger mechanical system. The video captures several elements of this concept but does not fully realize the described intensity or scope.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, with the mechanical components and the monitor clearly discernible. However, there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent, but it does not exhibit exceptional visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes the mechanical tentacle, the monitor, and some digital effects, yet the dramatic scale and the full narrative progression described in the prompt are not fully realized. The core idea is present, but the execution lacks the intended intensity and comprehensive scene construction.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interactions appear plausible within a high-tech context, with believable material properties and spatial relationships. No major physics violations are evident, though some details could be refined for stronger realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up shot from a level angle centered a mechanical tentacle gleaming with a cold metallic sheen. Its segmented, gunmetal-gray shell was covered in meticulously carved lines and faint signs of wear. At its tip, a sharp, multi-faceted probe pierced the black glass surface of a modern, borderless monitor with cold, precise precision. The moment of contact, the blue data stream flowing across the screen collapsed, exploding from the point of penetration. Countless sharp streaks of cyan, magenta, and yellow digital glitches flashed wildly, blending with a pixelated mosaic to form a visual digital storm. Particles of shattered glass flew outward, accompanied by sparks of arcing electricity. Then, the camera began to steadily and smoothly pull back, revealing that the mechanical tentacle was only part of a huge, complex mechanical body lurking in the shadows, and the destroyed monitor was embedded in a row of server cabinets. The entire dim control room environment was illuminated by the only, chaotic and stroboscopic light emitted by the dying screen, creating a tense and destructive atmosphere of a high-tech system being violently invaded.",
+ "seed": 17706,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_14/index_8764_seed_17706_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.359375,
+ "video_score2_ta": 2.875,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 9.1875,
+ "avg": 9.15625,
+ "reward_records": [
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a mechanical tentacle interacting with a modern monitor in a high-tech setting, featuring blue data streams, digital glitches, and a dramatic destruction sequence culminating in a camera pull-back to reveal a larger mechanical system. The video captures several elements of this scenario but does not fully realize the complete narrative progression described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, with the mechanical components and the monitor clearly discernible. However, there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent, but it does not exhibit exceptional visual polish throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes many key elements such as the mechanical tentacle, the monitor, blue data streams, and visible digital effects. Yet the full dramatic arc—specifically the moment of contact, the intense digital storm, and the final camera pull-back revealing a larger mechanical system—is not consistently realized across the footage, resulting in only moderate alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interactions between the tentacle and the monitor appear plausible within a high-tech context, and the lighting and spatial relationships feel coherent. Some aspects of the destruction and energy dynamics read as stylized rather than strictly physically accurate, which keeps the overall realism at a middle level.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.875,
+ "MQ": 2.921875,
+ "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 of a mechanical tentacle interacting with a modern monitor in a high-tech setting, featuring blue data streams, digital glitches, and a dramatic destruction sequence culminating in a camera pull-back to reveal a larger mechanical system. The video captures several elements of this scenario but does not fully realize the complete narrative progression described.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, with the mechanical components and the monitor clearly discernible. However, there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent, but it does not exhibit exceptional visual polish throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes many key elements such as the mechanical tentacle, the monitor, blue data streams, and visible digital effects. Yet the full dramatic arc—specifically the moment of contact, the intense digital storm, and the final camera pull-back revealing a larger mechanical system—is not consistently realized across the footage, resulting in only moderate alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interactions between the tentacle and the monitor appear plausible within a high-tech context, and the lighting and spatial relationships feel coherent. Some aspects of the destruction and energy dynamics read as stylized rather than strictly physically accurate, which keeps the overall realism at a middle level.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up shot from a level angle centered a mechanical tentacle gleaming with a cold metallic sheen. Its segmented, gunmetal-gray shell was covered in meticulously carved lines and faint signs of wear. At its tip, a sharp, multi-faceted probe pierced the black glass surface of a modern, borderless monitor with cold, precise precision. The moment of contact, the blue data stream flowing across the screen collapsed, exploding from the point of penetration. Countless sharp streaks of cyan, magenta, and yellow digital glitches flashed wildly, blending with a pixelated mosaic to form a visual digital storm. Particles of shattered glass flew outward, accompanied by sparks of arcing electricity. Then, the camera began to steadily and smoothly pull back, revealing that the mechanical tentacle was only part of a huge, complex mechanical body lurking in the shadows, and the destroyed monitor was embedded in a row of server cabinets. The entire dim control room environment was illuminated by the only, chaotic and stroboscopic light emitted by the dying screen, creating a tense and destructive atmosphere of a high-tech system being violently invaded.",
+ "seed": 17707,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_14/index_8764_seed_17707_dp_29_rank_58_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 14,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.015625,
+ "video_score2_ta": 2.015625,
+ "video_score2_mq": 2.796875,
+ "video_score2_overall": 7.8125,
+ "avg": 7.828125,
+ "reward_records": [
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+ "question": "An extreme close-up shot from a level angle centered a mechanical tentacle gleaming with a cold metallic sheen. Its segmented, gunmetal-gray shell was covered in meticulously carved lines and faint signs of wear. At its tip, a sharp, multi-faceted probe pierced the black glass surface of a modern, borderless monitor with cold, precise precision. The moment of contact, the blue data stream flowing across the screen collapsed, exploding from the point of penetration. Countless sharp streaks of cyan, magenta, and yellow digital glitches flashed wildly, blending with a pixelated mosaic to form a visual digital storm. Particles of shattered glass flew outward, accompanied by sparks of arcing electricity. Then, the camera began to steadily and smoothly pull back, revealing that the mechanical tentacle was only part of a huge, complex mechanical body lurking in the shadows, and the destroyed monitor was embedded in a row of server cabinets. The entire dim control room environment was illuminated by the only, chaotic and stroboscopic light emitted by the dying screen, creating a tense and destructive atmosphere of a high-tech system being violently invaded.",
+ "token_credit_reward": 7.8125,
+ "selected_reward": 7.8125,
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+ 0,
+ 2,
+ 1
+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me 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 of a mechanical tentacle interacting with a digital display in a high-tech setting, featuring blue data streams, digital glitches, and a dramatic destruction sequence culminating in a pull-back reveal of a larger mechanical system. The frames, however, do not convincingly realize these elements; the match to the described sequence is limited and the overall narrative alignment remains weak.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity but are marred by artifacts and distortions. The tentacle and the display are identifiable, yet there are noticeable rendering inconsistencies, color bleeding, and digital effects that feel artificial rather than physically grounded. The result is a mid-range visual quality with perceptible flaws rather than a polished, cinematic render.\n\nText-to-Video Alignment Analysis:\nThe frames capture some basic components (mechanical tentacle, display, blue data streams) but fail to convey the full dynamic sequence described in the prompt. The core events—penetration, data collapse, and the dramatic pull-back reveal—are not convincingly depicted, and the overall alignment to the textual instructions is poor.\n\nPhysical/Common-sense Consistency:\nThere are clear inconsistencies with real-world physics and plausible interaction between mechanical parts and digital surfaces. The tentacle’s contact with the display and the expected material responses are not convincingly simulated, and the scene lacks coherent physical causality throughout.\n\nOverall assessment:\nThe video demonstrates limited fidelity to the prompt and exhibits notable visual and physical inconsistencies, resulting in low scores across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 3.015625,
+ "TA": 2.015625,
+ "MQ": 2.796875,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up of a mechanical tentacle interacting with a digital display in a high-tech setting, featuring blue data streams, digital glitches, and a dramatic destruction sequence culminating in a pull-back reveal of a larger mechanical system. The frames, however, do not convincingly realize these elements; the match to the described sequence is limited and the overall narrative alignment remains weak.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show moderate clarity but are marred by artifacts and distortions. The tentacle and the display are identifiable, yet there are noticeable rendering inconsistencies, color bleeding, and digital effects that feel artificial rather than physically grounded. The result is a mid-range visual quality with perceptible flaws rather than a polished, cinematic render.\n\nText-to-Video Alignment Analysis:\nThe frames capture some basic components (mechanical tentacle, display, blue data streams) but fail to convey the full dynamic sequence described in the prompt. The core events—penetration, data collapse, and the dramatic pull-back reveal—are not convincingly depicted, and the overall alignment to the textual instructions is poor.\n\nPhysical/Common-sense Consistency:\nThere are clear inconsistencies with real-world physics and plausible interaction between mechanical parts and digital surfaces. The tentacle’s contact with the display and the expected material responses are not convincingly simulated, and the scene lacks coherent physical causality throughout.\n\nOverall assessment:\nThe video demonstrates limited fidelity to the prompt and exhibits notable visual and physical inconsistencies, resulting in low scores across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_2/index_tensor([4531, 4531])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_2/index_tensor([4531, 4531])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..27ee7bc7c89a4cad4148d06803ce2cf2dcba0f0a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_2/index_tensor([4531, 4531])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 32812,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_2/index_4531_seed_32812_dp_4_rank_8_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 3.703125,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 9.875,
+ "avg": 9.890625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, at eye level, begins focusing on a woman with long, wavy auburn hair, calmly walking forward along a stone path. The camera immediately begins tracking backward in a smooth, steady motion, maintaining a consistent distance. She wears a flowing cream linen sundress that flutters gently around her knees, her bare feet pressing lightly against the cool stones. A gentle breeze rustles through the surrounding leaves, ruffling strands of her hair and enhancing the sense of tranquil movement. As the camera continues to pull back, the frame widens, revealing a vast, lush botanical garden bathed in the warm, golden light of the afternoon. The stunning landscape is showcased, including manicured green lawns, vibrant flower pots blooming with pink roses and purple lavender, and ancient, mossy trees whose leaves create dappled patterns of light and shadow on the ground. Her graceful, unhurried gait and contented expression, combined with the idyllic surroundings, create an atmosphere of profound calm and quiet contemplation.",
+ "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 scene with a woman who has long, wavy auburn hair, calmly walking forward along a stone path. The camera tracks backward in a smooth, steady motion as she moves. She wears a flowing cream sundress that flutters around her knees, with bare feet on the stones. A gentle breeze rustles leaves and hair, creating a tranquil mood. The camera continues to pull back, revealing a vast, lush botanical garden bathed in warm afternoon light, with manicured lawns, vibrant flower pots, and ancient, mossy trees. The overall atmosphere should convey profound calm and quiet contemplation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts. Lighting remains warm and consistent, and color grading yields a pleasant golden-hour feel. There are no major distortions or abrupt frame-to-frame changes, and transitions are generally smooth. However, fine details are not always crisp, and a few frames lack sharpness, which keeps the quality from being higher than moderate.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a woman with long, wavy auburn hair; a stone path; a flowing cream sundress; bare feet; a smooth backward camera motion; and a lush garden setting with warm lighting. The scene conveys calm movement and a tranquil mood. Some minor deviations exist: the hair length appears slightly shorter than described, and the facial expression is not clearly visible due to angle, which prevents perfect alignment. Nevertheless, the core narrative and visual cues align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movement and interactions are generally plausible, with natural-looking gait and dress dynamics. There are subtle inconsistencies in hair behavior and foot-ground contact that prevent a higher score, though nothing severely breaks realism. Overall, the scene maintains believable physical 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": 2.984375,
+ "TA": 3.703125,
+ "MQ": 3.203125,
+ "Overall": 9.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a woman who has long, wavy auburn hair, calmly walking forward along a stone path. The camera tracks backward in a smooth, steady motion as she moves. She wears a flowing cream sundress that flutters around her knees, with bare feet on the stones. A gentle breeze rustles leaves and hair, creating a tranquil mood. The camera continues to pull back, revealing a vast, lush botanical garden bathed in warm afternoon light, with manicured lawns, vibrant flower pots, and ancient, mossy trees. The overall atmosphere should convey profound calm and quiet contemplation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts. Lighting remains warm and consistent, and color grading yields a pleasant golden-hour feel. There are no major distortions or abrupt frame-to-frame changes, and transitions are generally smooth. However, fine details are not always crisp, and a few frames lack sharpness, which keeps the quality from being higher than moderate.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a woman with long, wavy auburn hair; a stone path; a flowing cream sundress; bare feet; a smooth backward camera motion; and a lush garden setting with warm lighting. The scene conveys calm movement and a tranquil mood. Some minor deviations exist: the hair length appears slightly shorter than described, and the facial expression is not clearly visible due to angle, which prevents perfect alignment. Nevertheless, the core narrative and visual cues align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movement and interactions are generally plausible, with natural-looking gait and dress dynamics. There are subtle inconsistencies in hair behavior and foot-ground contact that prevent a higher score, though nothing severely breaks realism. Overall, the scene maintains believable physical coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, at eye level, begins focusing on a woman with long, wavy auburn hair, calmly walking forward along a stone path. The camera immediately begins tracking backward in a smooth, steady motion, maintaining a consistent distance. She wears a flowing cream linen sundress that flutters gently around her knees, her bare feet pressing lightly against the cool stones. A gentle breeze rustles through the surrounding leaves, ruffling strands of her hair and enhancing the sense of tranquil movement. As the camera continues to pull back, the frame widens, revealing a vast, lush botanical garden bathed in the warm, golden light of the afternoon. The stunning landscape is showcased, including manicured green lawns, vibrant flower pots blooming with pink roses and purple lavender, and ancient, mossy trees whose leaves create dappled patterns of light and shadow on the ground. Her graceful, unhurried gait and contented expression, combined with the idyllic surroundings, create an atmosphere of profound calm and quiet contemplation.",
+ "seed": 32813,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_2/index_4531_seed_32813_dp_4_rank_8_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.90625,
+ "video_score2_ta": 3.890625,
+ "video_score2_mq": 3.25,
+ "video_score2_overall": 10.0625,
+ "avg": 10.046875,
+ "reward_records": [
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a woman who has long, wavy auburn hair, calmly walking forward along a stone path. The camera tracks backward in a smooth, steady motion as she moves. She wears a flowing cream linen sundress that flutters around her knees, with bare feet pressing lightly against the stones. A gentle breeze rustles through the surrounding leaves, ruffling strands of her hair and enhancing the sense of tranquil movement. As the camera continues to pull back, the frame should reveal a vast, lush botanical garden bathed in warm, golden light of afternoon. The landscape should include manicured green lawns, vibrant flower pots with pink roses and purple lavender, and ancient, mossy trees whose leaves create dappled patterns of light and shadow on the ground. The overall mood should be one of profound calm and quiet contemplation.\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, especially in the background. Colors are warm and lighting remains generally consistent across shots, contributing to a pleasant aesthetic. There are no major distortions or abrupt frame-to-frame changes, and transitions feel smooth. However, fine details are not consistently crisp, and occasional noise reduces overall sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a woman with long, wavy auburn hair; a stone path; a flowing cream sundress; bare feet; a smooth backward camera motion; and a lush botanical garden with warm afternoon light, manicured lawns, and colorful flowers. The scene conveys a tranquil mood and the described dynamics are largely present. Some minor deviations exist in exact framing and pacing, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movement appears generally natural and the dress flows with motion, and lighting/shadows align with the environment. However, there are subtle inconsistencies in fabric behavior and foot-ground interaction under certain frames, and a few environmental cues could be more tightly integrated with the character's motion. Overall, the scene remains plausible and coherent, but not perfectly seamless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.890625,
+ "MQ": 3.25,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a woman who has long, wavy auburn hair, calmly walking forward along a stone path. The camera tracks backward in a smooth, steady motion as she moves. She wears a flowing cream linen sundress that flutters around her knees, with bare feet pressing lightly against the stones. A gentle breeze rustles through the surrounding leaves, ruffling strands of her hair and enhancing the sense of tranquil movement. As the camera continues to pull back, the frame should reveal a vast, lush botanical garden bathed in warm, golden light of afternoon. The landscape should include manicured green lawns, vibrant flower pots with pink roses and purple lavender, and ancient, mossy trees whose leaves create dappled patterns of light and shadow on the ground. The overall mood should be one of profound calm and quiet contemplation.\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, especially in the background. Colors are warm and lighting remains generally consistent across shots, contributing to a pleasant aesthetic. There are no major distortions or abrupt frame-to-frame changes, and transitions feel smooth. However, fine details are not consistently crisp, and occasional noise reduces overall sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a woman with long, wavy auburn hair; a stone path; a flowing cream sundress; bare feet; a smooth backward camera motion; and a lush botanical garden with warm afternoon light, manicured lawns, and colorful flowers. The scene conveys a tranquil mood and the described dynamics are largely present. Some minor deviations exist in exact framing and pacing, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movement appears generally natural and the dress flows with motion, and lighting/shadows align with the environment. However, there are subtle inconsistencies in fabric behavior and foot-ground interaction under certain frames, and a few environmental cues could be more tightly integrated with the character's motion. Overall, the scene remains plausible and coherent, but not perfectly seamless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, at eye level, begins focusing on a woman with long, wavy auburn hair, calmly walking forward along a stone path. The camera immediately begins tracking backward in a smooth, steady motion, maintaining a consistent distance. She wears a flowing cream linen sundress that flutters gently around her knees, her bare feet pressing lightly against the cool stones. A gentle breeze rustles through the surrounding leaves, ruffling strands of her hair and enhancing the sense of tranquil movement. As the camera continues to pull back, the frame widens, revealing a vast, lush botanical garden bathed in the warm, golden light of the afternoon. The stunning landscape is showcased, including manicured green lawns, vibrant flower pots blooming with pink roses and purple lavender, and ancient, mossy trees whose leaves create dappled patterns of light and shadow on the ground. Her graceful, unhurried gait and contented expression, combined with the idyllic surroundings, create an atmosphere of profound calm and quiet contemplation.",
+ "seed": 32814,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_2/index_4531_seed_32814_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.90625,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 10.25,
+ "avg": 10.265625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, at eye level, begins focusing on a woman with long, wavy auburn hair, calmly walking forward along a stone path. The camera immediately begins tracking backward in a smooth, steady motion, maintaining a consistent distance. She wears a flowing cream linen sundress that flutters gently around her knees, her bare feet pressing lightly against the cool stones. A gentle breeze rustles through the surrounding leaves, ruffling strands of her hair and enhancing the sense of tranquil movement. As the camera continues to pull back, the frame widens, revealing a vast, lush botanical garden bathed in the warm, golden light of the afternoon. The stunning landscape is showcased, including manicured green lawns, vibrant flower pots blooming with pink roses and purple lavender, and ancient, mossy trees whose leaves create dappled patterns of light and shadow on the ground. Her graceful, unhurried gait and contented expression, combined with the idyllic surroundings, create an atmosphere of profound calm and quiet contemplation.",
+ "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 scene with a woman who has long, wavy auburn hair, calmly walking forward along a stone path. The camera is at eye level and begins tracking backward in a smooth, steady motion as she walks. She wears a flowing cream linen sundress that flutters around her knees, with bare feet pressing lightly against the cool stones. A gentle breeze rustles through the surrounding leaves, ruffling strands of her hair and enhancing the sense of tranquil movement. As the camera continues to pull back, the frame should reveal a vast, lush botanical garden bathed in warm, golden light of the afternoon. The landscape should include manicured green lawns, vibrant flower pots with pink roses and purple lavender, and ancient, mossy trees whose leaves create dappled patterns of light and shadow on the ground. The overall mood should be one of profound calm and quiet contemplation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are occasional softness and minor compression artifacts that prevent a high-fidelity look. Lighting remains warm and generally consistent, though some frames exhibit slight color shifts or bloom that reduce uniformity. The sequence appears stable with no major distortions, yet the overall sharpness and polish do not reach a high-end level. In sum, the video presents acceptable visual quality without notable flaws, but it does not exhibit strong visual excellence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a woman with long, wavy auburn hair; a calm, unhurried gait; a stone path; a flowing cream sundress; a smooth backward camera movement; and a lush botanical garden setting with warm lighting. The scene conveys a tranquil mood and includes the described environmental details such as manicured lawns, colorful flowers, and dappled light. There may be minor deviations in pacing or exact framing, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movement and interactions feel plausible, and the dress and hair respond to motion in a believable manner. Lighting and shadows align with the environment, and spatial relationships remain coherent throughout. However, there are occasional small inconsistencies in fabric dynamics or subtle lighting cues that prevent a higher level of realism. Overall, the scene maintains reasonable physical plausibility 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": 3.203125,
+ "TA": 3.90625,
+ "MQ": 3.15625,
+ "Overall": 10.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a woman who has long, wavy auburn hair, calmly walking forward along a stone path. The camera is at eye level and begins tracking backward in a smooth, steady motion as she walks. She wears a flowing cream linen sundress that flutters around her knees, with bare feet pressing lightly against the cool stones. A gentle breeze rustles through the surrounding leaves, ruffling strands of her hair and enhancing the sense of tranquil movement. As the camera continues to pull back, the frame should reveal a vast, lush botanical garden bathed in warm, golden light of the afternoon. The landscape should include manicured green lawns, vibrant flower pots with pink roses and purple lavender, and ancient, mossy trees whose leaves create dappled patterns of light and shadow on the ground. The overall mood should be one of profound calm and quiet contemplation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subject delineation, but there are occasional softness and minor compression artifacts that prevent a high-fidelity look. Lighting remains warm and generally consistent, though some frames exhibit slight color shifts or bloom that reduce uniformity. The sequence appears stable with no major distortions, yet the overall sharpness and polish do not reach a high-end level. In sum, the video presents acceptable visual quality without notable flaws, but it does not exhibit strong visual excellence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a woman with long, wavy auburn hair; a calm, unhurried gait; a stone path; a flowing cream sundress; a smooth backward camera movement; and a lush botanical garden setting with warm lighting. The scene conveys a tranquil mood and includes the described environmental details such as manicured lawns, colorful flowers, and dappled light. There may be minor deviations in pacing or exact framing, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movement and interactions feel plausible, and the dress and hair respond to motion in a believable manner. Lighting and shadows align with the environment, and spatial relationships remain coherent throughout. However, there are occasional small inconsistencies in fabric dynamics or subtle lighting cues that prevent a higher level of realism. Overall, the scene maintains reasonable physical plausibility 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": "medium shot, at eye level, begins focusing on a woman with long, wavy auburn hair, calmly walking forward along a stone path. The camera immediately begins tracking backward in a smooth, steady motion, maintaining a consistent distance. She wears a flowing cream linen sundress that flutters gently around her knees, her bare feet pressing lightly against the cool stones. A gentle breeze rustles through the surrounding leaves, ruffling strands of her hair and enhancing the sense of tranquil movement. As the camera continues to pull back, the frame widens, revealing a vast, lush botanical garden bathed in the warm, golden light of the afternoon. The stunning landscape is showcased, including manicured green lawns, vibrant flower pots blooming with pink roses and purple lavender, and ancient, mossy trees whose leaves create dappled patterns of light and shadow on the ground. Her graceful, unhurried gait and contented expression, combined with the idyllic surroundings, create an atmosphere of profound calm and quiet contemplation.",
+ "seed": 32815,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_2/index_4531_seed_32815_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": 3.015625,
+ "video_score2_ta": 3.734375,
+ "video_score2_mq": 3.3125,
+ "video_score2_overall": 10.0625,
+ "avg": 10.0625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, at eye level, begins focusing on a woman with long, wavy auburn hair, calmly walking forward along a stone path. The camera immediately begins tracking backward in a smooth, steady motion, maintaining a consistent distance. She wears a flowing cream linen sundress that flutters gently around her knees, her bare feet pressing lightly against the cool stones. A gentle breeze rustles through the surrounding leaves, ruffling strands of her hair and enhancing the sense of tranquil movement. As the camera continues to pull back, the frame widens, revealing a vast, lush botanical garden bathed in the warm, golden light of the afternoon. The stunning landscape is showcased, including manicured green lawns, vibrant flower pots blooming with pink roses and purple lavender, and ancient, mossy trees whose leaves create dappled patterns of light and shadow on the ground. Her graceful, unhurried gait and contented expression, combined with the idyllic surroundings, create an atmosphere of profound calm and quiet contemplation.",
+ "token_credit_reward": 10.0625,
+ "selected_reward": 10.0625,
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+ "top_frames": [
+ 1,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a woman who has long, wavy auburn hair, calmly walking forward along a stone path, with the camera tracking backward to reveal a lush botanical garden bathed in warm afternoon light. The description emphasizes a flowing cream sundress, bare feet on the stones, a gentle breeze, and a tranquil mood.\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 background elements. There are occasional artifacts and mild color/contrast inconsistencies across shots. The sequence remains reasonably stable with no major distortions, 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: a woman with long, wavy hair; walking along a stone path; a flowing cream sundress; bare feet; a smooth backward camera motion; and a lush garden setting with warm lighting. Some minor deviations exist in hair color nuance and the prominence of certain plants, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movement appears generally natural and the dress flows with motion, and lighting/shadows align with the garden setting. However, there are subtle inconsistencies in foot placement and body posture during the walk, and occasional mismatches between wind cues and hair/dress dynamics reduce perfect realism. Overall, the scene remains plausible 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": 3.015625,
+ "TA": 3.734375,
+ "MQ": 3.3125,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a woman who has long, wavy auburn hair, calmly walking forward along a stone path, with the camera tracking backward to reveal a lush botanical garden bathed in warm afternoon light. The description emphasizes a flowing cream sundress, bare feet on the stones, a gentle breeze, and a tranquil mood.\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 background elements. There are occasional artifacts and mild color/contrast inconsistencies across shots. The sequence remains reasonably stable with no major distortions, 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: a woman with long, wavy hair; walking along a stone path; a flowing cream sundress; bare feet; a smooth backward camera motion; and a lush garden setting with warm lighting. Some minor deviations exist in hair color nuance and the prominence of certain plants, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movement appears generally natural and the dress flows with motion, and lighting/shadows align with the garden setting. However, there are subtle inconsistencies in foot placement and body posture during the walk, and occasional mismatches between wind cues and hair/dress dynamics reduce perfect realism. Overall, the scene remains plausible but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_5/index_tensor([6194, 6194])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_5/index_tensor([6194, 6194])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..665a68bec70077924aae1a32a7721851ee82fce2
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_5/index_tensor([6194, 6194])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, extreme macro shot captures the tip of a weathered brass spout, its surface a tapestry of aged tapestry, a dull metallic sheen punctuated by green patina of oxidized copper. A cool, diffuse light illuminates the scene, creating soft, crisp highlights on the metal and a single, shimmering droplet of water clinging to the spout. Pulled by the unstoppable force of gravity, the droplet slowly and deliberately elongates, stretching downward into a teardrop shape, its surface tension visibly strained. With one final, clean break, it separates from the brass and quickly falls from the bottom of the frame, leaving the spout momentarily exposed. A new, smaller droplet immediately begins to expand and form, continuing a quiet, rhythmic cycle amidst a serene and focused atmosphere.",
+ "seed": 19023,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_5/index_6194_seed_19023_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": 3.703125,
+ "video_score2_ta": 2.984375,
+ "video_score2_mq": 3.8125,
+ "video_score2_overall": 10.5,
+ "avg": 10.5,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, extreme macro shot captures the tip of a weathered brass spout, its surface a tapestry of aged tapestry, a dull metallic sheen punctuated by green patina of oxidized copper. A cool, diffuse light illuminates the scene, creating soft, crisp highlights on the metal and a single, shimmering droplet of water clinging to the spout. Pulled by the unstoppable force of gravity, the droplet slowly and deliberately elongates, stretching downward into a teardrop shape, its surface tension visibly strained. With one final, clean break, it separates from the brass and quickly falls from the bottom of the frame, leaving the spout momentarily exposed. A new, smaller droplet immediately begins to expand and form, continuing a quiet, rhythmic cycle amidst a serene and focused atmosphere.",
+ "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 static, extreme macro shot of a weathered brass spout with a tapestry-like surface, a dull metallic sheen, and green patina of oxidized copper. A cool, diffuse light is used to create soft, crisp highlights on the metal and a single, shimmering droplet that elongates under gravity into a teardrop shape before breaking away and falling, followed by a new droplet forming. The overall mood is serene and focused.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain high clarity and sharpness, with consistent lighting and faithful color rendition. The brass spout, its weathering, and the water droplets are rendered with convincing detail, and the depth-of-field effect is appropriate for a macro shot. There are no obvious artifacts or distortions, and motion appears smooth. Overall, Visual Quality is strong and aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely adheres to the prompt: the static, extreme macro framing, the weathered brass spout, and the presence of a single droplet are well captured. However, certain nuanced aspects—such as the exact dynamics of the droplet’s elongation and the precise timing of the final break—are not fully demonstrated, resulting in a moderate alignment level. This corresponds to a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits plausible physical behavior: gravity-driven droplet formation, surface tension, and the general sequence of events are coherent with everyday expectations. Some micro-dynamics (e.g., the exact moment of breakage and subsequent fall) are not exhaustively shown, but the overall physical realism remains solid, supporting a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.703125,
+ "TA": 2.984375,
+ "MQ": 3.8125,
+ "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 static, extreme macro shot of a weathered brass spout with a tapestry-like surface, a dull metallic sheen, and green patina of oxidized copper. A cool, diffuse light is used to create soft, crisp highlights on the metal and a single, shimmering droplet that elongates under gravity into a teardrop shape before breaking away and falling, followed by a new droplet forming. The overall mood is serene and focused.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain high clarity and sharpness, with consistent lighting and faithful color rendition. The brass spout, its weathering, and the water droplets are rendered with convincing detail, and the depth-of-field effect is appropriate for a macro shot. There are no obvious artifacts or distortions, and motion appears smooth. Overall, Visual Quality is strong and aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely adheres to the prompt: the static, extreme macro framing, the weathered brass spout, and the presence of a single droplet are well captured. However, certain nuanced aspects—such as the exact dynamics of the droplet’s elongation and the precise timing of the final break—are not fully demonstrated, resulting in a moderate alignment level. This corresponds to a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits plausible physical behavior: gravity-driven droplet formation, surface tension, and the general sequence of events are coherent with everyday expectations. Some micro-dynamics (e.g., the exact moment of breakage and subsequent fall) are not exhaustively shown, but the overall physical realism remains solid, supporting a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme macro shot captures the tip of a weathered brass spout, its surface a tapestry of aged tapestry, a dull metallic sheen punctuated by green patina of oxidized copper. A cool, diffuse light illuminates the scene, creating soft, crisp highlights on the metal and a single, shimmering droplet of water clinging to the spout. Pulled by the unstoppable force of gravity, the droplet slowly and deliberately elongates, stretching downward into a teardrop shape, its surface tension visibly strained. With one final, clean break, it separates from the brass and quickly falls from the bottom of the frame, leaving the spout momentarily exposed. A new, smaller droplet immediately begins to expand and form, continuing a quiet, rhythmic cycle amidst a serene and focused atmosphere.",
+ "seed": 19024,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_5/index_6194_seed_19024_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.9375,
+ "video_score2_ta": 2.953125,
+ "video_score2_mq": 3.703125,
+ "video_score2_overall": 10.5625,
+ "avg": 10.59375,
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+ "question_id": "videoscore2_overall",
+ "question": "static, extreme macro shot captures the tip of a weathered brass spout, its surface a tapestry of aged tapestry, a dull metallic sheen punctuated by green patina of oxidized copper. A cool, diffuse light illuminates the scene, creating soft, crisp highlights on the metal and a single, shimmering droplet of water clinging to the spout. Pulled by the unstoppable force of gravity, the droplet slowly and deliberately elongates, stretching downward into a teardrop shape, its surface tension visibly strained. With one final, clean break, it separates from the brass and quickly falls from the bottom of the frame, leaving the spout momentarily exposed. A new, smaller droplet immediately begins to expand and form, continuing a quiet, rhythmic cycle amidst a serene and focused atmosphere.",
+ "token_credit_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 static, extreme macro shot of a weathered brass spout with aged tapestry-like surface, a dull metallic sheen punctuated by green patina, and a single droplet that elongates under gravity into a teardrop before breaking away and a new droplet forming. The video largely follows this concept but does not fully realize all details; overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show solid visual quality with good sharpness and clear rendering of the brass spout and water droplets. Lighting is consistent across shots, and color rendition emphasizes the golden-brass tones with visible green patina. The background blur is effective, contributing to a strong sense of depth. There are no obvious artifacts or distortions, and the sequence remains stable without abrupt changes. Overall, Visual Quality is strong (4/5), though not flawless.\n\nText-to-Video Alignment Analysis:\nThe video captures the core elements described in the prompt—extreme macro framing, weathered brass spout, and visible green patina with a single droplet. However, several nuanced aspects are only partially realized: the full evolution of the droplet (elongation, teardrop shape, and the moment of breakage) is not consistently demonstrated, and the atmospheric mood is present but not deeply developed. The alignment is adequate but not perfect, reflecting a moderate score.\n\nPhysical/Common-sense Consistency:\nThe depiction adheres to basic physical expectations: gravity-driven droplet formation and surface tension are plausible, and lighting/shadows support realism. Some micro-dynamics (e.g., the precise timing of elongation versus breakage) are simplified, resulting in a generally plausible but not highly rigorous portrayal. Overall, Physical/Common-sense Consistency is moderate (3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.9375,
+ "TA": 2.953125,
+ "MQ": 3.703125,
+ "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 static, extreme macro shot of a weathered brass spout with aged tapestry-like surface, a dull metallic sheen punctuated by green patina, and a single droplet that elongates under gravity into a teardrop before breaking away and a new droplet forming. The video largely follows this concept but does not fully realize all details; overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show solid visual quality with good sharpness and clear rendering of the brass spout and water droplets. Lighting is consistent across shots, and color rendition emphasizes the golden-brass tones with visible green patina. The background blur is effective, contributing to a strong sense of depth. There are no obvious artifacts or distortions, and the sequence remains stable without abrupt changes. Overall, Visual Quality is strong (4/5), though not flawless.\n\nText-to-Video Alignment Analysis:\nThe video captures the core elements described in the prompt—extreme macro framing, weathered brass spout, and visible green patina with a single droplet. However, several nuanced aspects are only partially realized: the full evolution of the droplet (elongation, teardrop shape, and the moment of breakage) is not consistently demonstrated, and the atmospheric mood is present but not deeply developed. The alignment is adequate but not perfect, reflecting a moderate score.\n\nPhysical/Common-sense Consistency:\nThe depiction adheres to basic physical expectations: gravity-driven droplet formation and surface tension are plausible, and lighting/shadows support realism. Some micro-dynamics (e.g., the precise timing of elongation versus breakage) are simplified, resulting in a generally plausible but not highly rigorous portrayal. Overall, Physical/Common-sense Consistency is moderate (3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme macro shot captures the tip of a weathered brass spout, its surface a tapestry of aged tapestry, a dull metallic sheen punctuated by green patina of oxidized copper. A cool, diffuse light illuminates the scene, creating soft, crisp highlights on the metal and a single, shimmering droplet of water clinging to the spout. Pulled by the unstoppable force of gravity, the droplet slowly and deliberately elongates, stretching downward into a teardrop shape, its surface tension visibly strained. With one final, clean break, it separates from the brass and quickly falls from the bottom of the frame, leaving the spout momentarily exposed. A new, smaller droplet immediately begins to expand and form, continuing a quiet, rhythmic cycle amidst a serene and focused atmosphere.",
+ "seed": 19025,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_5/index_6194_seed_19025_dp_11_rank_22_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.84375,
+ "video_score2_ta": 3.171875,
+ "video_score2_mq": 3.796875,
+ "video_score2_overall": 10.8125,
+ "avg": 10.8125,
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+ "question": "static, extreme macro shot captures the tip of a weathered brass spout, its surface a tapestry of aged tapestry, a dull metallic sheen punctuated by green patina of oxidized copper. A cool, diffuse light illuminates the scene, creating soft, crisp highlights on the metal and a single, shimmering droplet of water clinging to the spout. Pulled by the unstoppable force of gravity, the droplet slowly and deliberately elongates, stretching downward into a teardrop shape, its surface tension visibly strained. With one final, clean break, it separates from the brass and quickly falls from the bottom of the frame, leaving the spout momentarily exposed. A new, smaller droplet immediately begins to expand and form, continuing a quiet, rhythmic cycle amidst a serene and focused atmosphere.",
+ "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 static, extreme macro shot of a weathered brass spout with a verdant patina, a cool diffuse light, a single droplet forming, stretching into a teardrop, and then breaking free to fall before a new droplet forms. The video largely adheres to these elements but does not fully realize all dynamic moments; overall alignment is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames deliver solid macro detail with clear texture on the brass and surrounding metalwork, and the lighting yields convincing depth and contrast. The background blur is appropriate for a macro focus, and the droplet rendering shows believable transparency and surface tension. However, there are minor inconsistencies in motion smoothness and some frames exhibit slight artifacting or color fringing that prevent a flawless presentation. Overall, Visual Quality is strong but not perfect (score 4).\n\nText-to-Video Alignment Analysis:\nStatic aspects such as the weathered brass spout, verdant patina, and the presence of a single droplet align well with the prompt. The dynamic sequence—gravity-driven stretching, the droplet breaking free, and the rapid fall—is not fully realized in the footage, resulting in a moderate level of alignment (score 3).\n\nPhysical/Common-sense Consistency:\nSurface tension and gravity cues are generally plausible, and the droplet behavior follows expected physics. There are no major violations, though some micro-timing and fluid dynamics details could be refined for higher realism. Overall, Physical Consistency is acceptable but not exceptional (score 3).\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.84375,
+ "TA": 3.171875,
+ "MQ": 3.796875,
+ "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 static, extreme macro shot of a weathered brass spout with a verdant patina, a cool diffuse light, a single droplet forming, stretching into a teardrop, and then breaking free to fall before a new droplet forms. The video largely adheres to these elements but does not fully realize all dynamic moments; overall alignment is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe frames deliver solid macro detail with clear texture on the brass and surrounding metalwork, and the lighting yields convincing depth and contrast. The background blur is appropriate for a macro focus, and the droplet rendering shows believable transparency and surface tension. However, there are minor inconsistencies in motion smoothness and some frames exhibit slight artifacting or color fringing that prevent a flawless presentation. Overall, Visual Quality is strong but not perfect (score 4).\n\nText-to-Video Alignment Analysis:\nStatic aspects such as the weathered brass spout, verdant patina, and the presence of a single droplet align well with the prompt. The dynamic sequence—gravity-driven stretching, the droplet breaking free, and the rapid fall—is not fully realized in the footage, resulting in a moderate level of alignment (score 3).\n\nPhysical/Common-sense Consistency:\nSurface tension and gravity cues are generally plausible, and the droplet behavior follows expected physics. There are no major violations, though some micro-timing and fluid dynamics details could be refined for higher realism. Overall, Physical Consistency is acceptable but not exceptional (score 3).\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme macro shot captures the tip of a weathered brass spout, its surface a tapestry of aged tapestry, a dull metallic sheen punctuated by green patina of oxidized copper. A cool, diffuse light illuminates the scene, creating soft, crisp highlights on the metal and a single, shimmering droplet of water clinging to the spout. Pulled by the unstoppable force of gravity, the droplet slowly and deliberately elongates, stretching downward into a teardrop shape, its surface tension visibly strained. With one final, clean break, it separates from the brass and quickly falls from the bottom of the frame, leaving the spout momentarily exposed. A new, smaller droplet immediately begins to expand and form, continuing a quiet, rhythmic cycle amidst a serene and focused atmosphere.",
+ "seed": 19026,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_5/index_6194_seed_19026_dp_11_rank_22_sample_3_slot_1.mp4",
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+ "video_score2_vq": 2.75,
+ "video_score2_ta": 2.6875,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 8.625,
+ "avg": 8.625,
+ "reward_records": [
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+ "question": "static, extreme macro shot captures the tip of a weathered brass spout, its surface a tapestry of aged tapestry, a dull metallic sheen punctuated by green patina of oxidized copper. A cool, diffuse light illuminates the scene, creating soft, crisp highlights on the metal and a single, shimmering droplet of water clinging to the spout. Pulled by the unstoppable force of gravity, the droplet slowly and deliberately elongates, stretching downward into a teardrop shape, its surface tension visibly strained. With one final, clean break, it separates from the brass and quickly falls from the bottom of the frame, leaving the spout momentarily exposed. A new, smaller droplet immediately begins to expand and form, continuing a quiet, rhythmic cycle amidst a serene and focused atmosphere.",
+ "token_credit_reward": 8.625,
+ "selected_reward": 8.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme macro shot of a weathered brass spout with a tapestry-like surface, a dull metallic sheen, and green patina of oxidized copper. A cool, diffuse light is used to create soft, crisp highlights on the metal and a single, shimmering droplet of water clinging to the spout. The droplet should elongate under gravity, stretch downward into a teardrop shape, show surface tension, break free, and then a new smaller droplet forms in a rhythmic cycle.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames deliver decent resolution and clear depiction of the brass spout and surrounding textures, with consistent lighting and believable water dynamics. However, there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent and the macro perspective is convincing, but it does not reach exceptional visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a static extreme macro view, a weathered brass spout with visible patina, a single droplet forming and elongating under gravity, and a downward trajectory toward the bottom of the frame. The general progression matches the described sequence. Some nuanced details—such as the exact timing of the final break and the precise emergence of the new droplet—are not perfectly synchronized, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The gravity-driven elongation and the droplet’s motion are plausible, and surface interactions appear believable. Nevertheless, there are minor deviations in timing and surface tension cues that prevent a higher level of physical authenticity. Overall, the dynamics are credible but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.75,
+ "TA": 2.6875,
+ "MQ": 3.1875,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme macro shot of a weathered brass spout with a tapestry-like surface, a dull metallic sheen, and green patina of oxidized copper. A cool, diffuse light is used to create soft, crisp highlights on the metal and a single, shimmering droplet of water clinging to the spout. The droplet should elongate under gravity, stretch downward into a teardrop shape, show surface tension, break free, and then a new smaller droplet forms in a rhythmic cycle.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames deliver decent resolution and clear depiction of the brass spout and surrounding textures, with consistent lighting and believable water dynamics. However, there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent and the macro perspective is convincing, but it does not reach exceptional visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a static extreme macro view, a weathered brass spout with visible patina, a single droplet forming and elongating under gravity, and a downward trajectory toward the bottom of the frame. The general progression matches the described sequence. Some nuanced details—such as the exact timing of the final break and the precise emergence of the new droplet—are not perfectly synchronized, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The gravity-driven elongation and the droplet’s motion are plausible, and surface interactions appear believable. Nevertheless, there are minor deviations in timing and surface tension cues that prevent a higher level of physical authenticity. Overall, the dynamics are credible but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_6/index_tensor([326, 326])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_6/index_tensor([326, 326])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6afe2bd875ec4c44aff874129f1c38b7287394a1
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_6/index_tensor([326, 326])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "wide-angle shot establishes a spacious yoga studio bathed in the golden glow of afternoon sunlight filtering through large arched windows, then the camera begins a slow and graceful pan to the right, capturing the scene. Warm light illuminates countless motes of dust dancing in the visible sunlight that spreads across the highly polished, honey-toned wooden floor, while tall potted ferns with lush, vibrant green foliage add a touch of nature to the serene space. At the front of the room, a tall, graceful giraffe instructor, dressed in a simple lavender tank top and yoga pants, gracefully demonstrates a pose, her long neck curved in a gentle arc, a serene smile on her face. A variety of anthropomorphic animals—including a slender fox in a warrior pose and a plump rabbit in a child's pose—are spread across colorful yoga mats, quietly holding their poses. As the camera continues, a furry little brown bear cub peeks hesitantly from the doorway, clutching a rolled-up blue yoga mat. His large, expressive eyes scan the room, and upon finding an empty spot, he cautiously and adorably clumsily tips in. Unfolding his mat, his expression determined but unsteady, he attempts to join the group, striking a precarious downward dog pose. The entire scene is rendered in the vibrant and captivating Pixar style, characterized by soft, saturated colors, detailed textures in the animals' fur, and an atmosphere that blends gentle humor with focused tranquility.",
+ "seed": 21187,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_6/index_326_seed_21187_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": 2.984375,
+ "video_score2_ta": 2.9375,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.9375,
+ "avg": 8.9375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "wide-angle shot establishes a spacious yoga studio bathed in the golden glow of afternoon sunlight filtering through large arched windows, then the camera begins a slow and graceful pan to the right, capturing the scene. Warm light illuminates countless motes of dust dancing in the visible sunlight that spreads across the highly polished, honey-toned wooden floor, while tall potted ferns with lush, vibrant green foliage add a touch of nature to the serene space. At the front of the room, a tall, graceful giraffe instructor, dressed in a simple lavender tank top and yoga pants, gracefully demonstrates a pose, her long neck curved in a gentle arc, a serene smile on her face. A variety of anthropomorphic animals—including a slender fox in a warrior pose and a plump rabbit in a child's pose—are spread across colorful yoga mats, quietly holding their poses. As the camera continues, a furry little brown bear cub peeks hesitantly from the doorway, clutching a rolled-up blue yoga mat. His large, expressive eyes scan the room, and upon finding an empty spot, he cautiously and adorably clumsily tips in. Unfolding his mat, his expression determined but unsteady, he attempts to join the group, striking a precarious downward dog pose. The entire scene is rendered in the vibrant and captivating Pixar style, characterized by soft, saturated colors, detailed textures in the animals' fur, and an atmosphere that blends gentle humor with focused tranquility.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
+ "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 wide-angle shot of a spacious yoga studio with warm afternoon light, featuring a tall, graceful giraffe instructor at the front wearing a lavender tank top and yoga pants, demonstrating a pose. A variety of anthropomorphic animals (including a slender fox in a warrior pose and a plump rabbit in a child's pose) are on colorful mats, with a brown bear cub entering later. The scene is rendered in a Pixar-like 3D animation style with soft, saturated colors and a tranquil mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The rendering is generally clean with consistent lighting and color balance, and the 3D models show reasonable detail. However, there are occasional minor artifacts and slight frame-to-frame inconsistencies that prevent a higher rating. The animation remains coherent, but some frames exhibit subtle motion blur or texture softness that slightly detracts from overall sharpness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the main elements: wide-angle studio setting, warm golden light, a tall front-facing instructor, and multiple animals on yoga mats in various poses. The bear cub’s entrance and the general composition align well with the description. Minor deviations exist in exact clothing details and some pose nuances, but these do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with believable interactions between characters and props. There are no major physics violations, though a few micro-level cues could be refined to improve believability (e.g., subtle weight distribution during poses or mat contact).\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": 2.9375,
+ "MQ": 3.015625,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot of a spacious yoga studio with warm afternoon light, featuring a tall, graceful giraffe instructor at the front wearing a lavender tank top and yoga pants, demonstrating a pose. A variety of anthropomorphic animals (including a slender fox in a warrior pose and a plump rabbit in a child's pose) are on colorful mats, with a brown bear cub entering later. The scene is rendered in a Pixar-like 3D animation style with soft, saturated colors and a tranquil mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The rendering is generally clean with consistent lighting and color balance, and the 3D models show reasonable detail. However, there are occasional minor artifacts and slight frame-to-frame inconsistencies that prevent a higher rating. The animation remains coherent, but some frames exhibit subtle motion blur or texture softness that slightly detracts from overall sharpness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the main elements: wide-angle studio setting, warm golden light, a tall front-facing instructor, and multiple animals on yoga mats in various poses. The bear cub’s entrance and the general composition align well with the description. Minor deviations exist in exact clothing details and some pose nuances, but these do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, with believable interactions between characters and props. There are no major physics violations, though a few micro-level cues could be refined to improve believability (e.g., subtle weight distribution during poses or mat contact).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "wide-angle shot establishes a spacious yoga studio bathed in the golden glow of afternoon sunlight filtering through large arched windows, then the camera begins a slow and graceful pan to the right, capturing the scene. Warm light illuminates countless motes of dust dancing in the visible sunlight that spreads across the highly polished, honey-toned wooden floor, while tall potted ferns with lush, vibrant green foliage add a touch of nature to the serene space. At the front of the room, a tall, graceful giraffe instructor, dressed in a simple lavender tank top and yoga pants, gracefully demonstrates a pose, her long neck curved in a gentle arc, a serene smile on her face. A variety of anthropomorphic animals—including a slender fox in a warrior pose and a plump rabbit in a child's pose—are spread across colorful yoga mats, quietly holding their poses. As the camera continues, a furry little brown bear cub peeks hesitantly from the doorway, clutching a rolled-up blue yoga mat. His large, expressive eyes scan the room, and upon finding an empty spot, he cautiously and adorably clumsily tips in. Unfolding his mat, his expression determined but unsteady, he attempts to join the group, striking a precarious downward dog pose. The entire scene is rendered in the vibrant and captivating Pixar style, characterized by soft, saturated colors, detailed textures in the animals' fur, and an atmosphere that blends gentle humor with focused tranquility.",
+ "seed": 21188,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_6/index_326_seed_21188_dp_12_rank_24_sample_1_slot_1.mp4",
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+ "video_score2_overall": 6.90625,
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+ "question": "wide-angle shot establishes a spacious yoga studio bathed in the golden glow of afternoon sunlight filtering through large arched windows, then the camera begins a slow and graceful pan to the right, capturing the scene. Warm light illuminates countless motes of dust dancing in the visible sunlight that spreads across the highly polished, honey-toned wooden floor, while tall potted ferns with lush, vibrant green foliage add a touch of nature to the serene space. At the front of the room, a tall, graceful giraffe instructor, dressed in a simple lavender tank top and yoga pants, gracefully demonstrates a pose, her long neck curved in a gentle arc, a serene smile on her face. A variety of anthropomorphic animals—including a slender fox in a warrior pose and a plump rabbit in a child's pose—are spread across colorful yoga mats, quietly holding their poses. As the camera continues, a furry little brown bear cub peeks hesitantly from the doorway, clutching a rolled-up blue yoga mat. His large, expressive eyes scan the room, and upon finding an empty spot, he cautiously and adorably clumsily tips in. Unfolding his mat, his expression determined but unsteady, he attempts to join the group, striking a precarious downward dog pose. The entire scene is rendered in the vibrant and captivating Pixar style, characterized by soft, saturated colors, detailed textures in the animals' fur, and an atmosphere that blends gentle humor with focused tranquility.",
+ "token_credit_reward": 6.90625,
+ "selected_reward": 6.90625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot of a spacious yoga studio with warm afternoon sunlight filtering through large arched windows, featuring a slow pan to the right. The scene includes a tall, graceful animal instructor at the front wearing a lavender tank top and yoga pants, demonstrating a pose with a serene expression. Various anthropomorphic animals (fox, rabbit, bear cub) appear on colorful mats, with a brown bear cub peeking from the doorway and attempting to join the group. The overall aesthetic is intended to be Pixar-like with soft, saturated colors and detailed fur textures.\n\nVisual Quality Analysis:\nAcross the video as a whole, the visual quality is moderate. The resolution is adequate and the lighting remains warm and consistent, but there are noticeable issues that prevent a higher score. Some frames show mild blur or compression artifacts, and a few areas lack crisp detail. The color palette is vibrant and the rendering maintains a cohesive look, yet overall sharpness and fine-grain detail do not reach high-end levels. Overall, Visual Quality aligns with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a wide-angle studio setting, warm lighting, and a pan to the right, with multiple animals on yoga mats and a Pixar-inspired aesthetic. However, key narrative details are not consistently realized: the tall, graceful animal instructor at the front is not clearly depicted, and the bear cub’s progression into the scene is only partially conveyed. While many aspects align, important moments and character dynamics are underrepresented, resulting in a moderate alignment overall.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in anatomy and motion. Some animal figures exhibit awkward limb configurations and poses that feel implausible within real-world physics, and the bear cub’s interaction with the doorway and mat does not always follow expected spatial relationships. These issues reduce believability and indicate limited common-sense consistency, though the broader scene still communicates the intended activity.\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": 1.7265625,
+ "TA": 2.5,
+ "MQ": 2.6875,
+ "Overall": 6.90625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot of a spacious yoga studio with warm afternoon sunlight filtering through large arched windows, featuring a slow pan to the right. The scene includes a tall, graceful animal instructor at the front wearing a lavender tank top and yoga pants, demonstrating a pose with a serene expression. Various anthropomorphic animals (fox, rabbit, bear cub) appear on colorful mats, with a brown bear cub peeking from the doorway and attempting to join the group. The overall aesthetic is intended to be Pixar-like with soft, saturated colors and detailed fur textures.\n\nVisual Quality Analysis:\nAcross the video as a whole, the visual quality is moderate. The resolution is adequate and the lighting remains warm and consistent, but there are noticeable issues that prevent a higher score. Some frames show mild blur or compression artifacts, and a few areas lack crisp detail. The color palette is vibrant and the rendering maintains a cohesive look, yet overall sharpness and fine-grain detail do not reach high-end levels. Overall, Visual Quality aligns with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a wide-angle studio setting, warm lighting, and a pan to the right, with multiple animals on yoga mats and a Pixar-inspired aesthetic. However, key narrative details are not consistently realized: the tall, graceful animal instructor at the front is not clearly depicted, and the bear cub’s progression into the scene is only partially conveyed. While many aspects align, important moments and character dynamics are underrepresented, resulting in a moderate alignment overall.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in anatomy and motion. Some animal figures exhibit awkward limb configurations and poses that feel implausible within real-world physics, and the bear cub’s interaction with the doorway and mat does not always follow expected spatial relationships. These issues reduce believability and indicate limited common-sense consistency, though the broader scene still communicates the intended activity.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "wide-angle shot establishes a spacious yoga studio bathed in the golden glow of afternoon sunlight filtering through large arched windows, then the camera begins a slow and graceful pan to the right, capturing the scene. Warm light illuminates countless motes of dust dancing in the visible sunlight that spreads across the highly polished, honey-toned wooden floor, while tall potted ferns with lush, vibrant green foliage add a touch of nature to the serene space. At the front of the room, a tall, graceful giraffe instructor, dressed in a simple lavender tank top and yoga pants, gracefully demonstrates a pose, her long neck curved in a gentle arc, a serene smile on her face. A variety of anthropomorphic animals—including a slender fox in a warrior pose and a plump rabbit in a child's pose—are spread across colorful yoga mats, quietly holding their poses. As the camera continues, a furry little brown bear cub peeks hesitantly from the doorway, clutching a rolled-up blue yoga mat. His large, expressive eyes scan the room, and upon finding an empty spot, he cautiously and adorably clumsily tips in. Unfolding his mat, his expression determined but unsteady, he attempts to join the group, striking a precarious downward dog pose. The entire scene is rendered in the vibrant and captivating Pixar style, characterized by soft, saturated colors, detailed textures in the animals' fur, and an atmosphere that blends gentle humor with focused tranquility.",
+ "seed": 21189,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_6/index_326_seed_21189_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
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+ "video_score2_ta": 3.15625,
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+ "video_score2_overall": 8.0,
+ "avg": 7.9921875,
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+ "question_id": "videoscore2_overall",
+ "question": "wide-angle shot establishes a spacious yoga studio bathed in the golden glow of afternoon sunlight filtering through large arched windows, then the camera begins a slow and graceful pan to the right, capturing the scene. Warm light illuminates countless motes of dust dancing in the visible sunlight that spreads across the highly polished, honey-toned wooden floor, while tall potted ferns with lush, vibrant green foliage add a touch of nature to the serene space. At the front of the room, a tall, graceful giraffe instructor, dressed in a simple lavender tank top and yoga pants, gracefully demonstrates a pose, her long neck curved in a gentle arc, a serene smile on her face. A variety of anthropomorphic animals—including a slender fox in a warrior pose and a plump rabbit in a child's pose—are spread across colorful yoga mats, quietly holding their poses. As the camera continues, a furry little brown bear cub peeks hesitantly from the doorway, clutching a rolled-up blue yoga mat. His large, expressive eyes scan the room, and upon finding an empty spot, he cautiously and adorably clumsily tips in. Unfolding his mat, his expression determined but unsteady, he attempts to join the group, striking a precarious downward dog pose. The entire scene is rendered in the vibrant and captivating Pixar style, characterized by soft, saturated colors, detailed textures in the animals' fur, and an atmosphere that blends gentle humor with focused tranquility.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot of a spacious yoga studio with warm afternoon light, featuring a tall, graceful giraffe instructor at the front wearing a lavender tank top and yoga pants, demonstrating a pose. A variety of anthropomorphic animals (fox, rabbit, etc.) are on colorful mats, with a brown bear cub entering later. The scene is rendered in a Pixar-like style with saturated colors and gentle humor.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subjects, with warm lighting and saturated colors consistent with the prompt. However, there are occasional minor artifacts and slight inconsistencies in rendering across frames, preventing a higher rating. The animation remains readable and stylistically coherent, though not flawless.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The major elements—wide-angle studio, warm light, the tall instructor at the front, the presence of various animals on mats, and the later appearance of the bear cub—are present. Some finer details (such as exact clothing shade or precise pose timing) may vary, but the overall correspondence is solid and faithful to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Movements and interactions follow plausible physics within the stylized animation, and the environment supports the activity. There are no glaring violations, but some micro-physics or timing nuances could be improved to enhance 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": 1.9921875,
+ "TA": 3.15625,
+ "MQ": 2.84375,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot of a spacious yoga studio with warm afternoon light, featuring a tall, graceful giraffe instructor at the front wearing a lavender tank top and yoga pants, demonstrating a pose. A variety of anthropomorphic animals (fox, rabbit, etc.) are on colorful mats, with a brown bear cub entering later. The scene is rendered in a Pixar-like style with saturated colors and gentle humor.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear subjects, with warm lighting and saturated colors consistent with the prompt. However, there are occasional minor artifacts and slight inconsistencies in rendering across frames, preventing a higher rating. The animation remains readable and stylistically coherent, though not flawless.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The major elements—wide-angle studio, warm light, the tall instructor at the front, the presence of various animals on mats, and the later appearance of the bear cub—are present. Some finer details (such as exact clothing shade or precise pose timing) may vary, but the overall correspondence is solid and faithful to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Movements and interactions follow plausible physics within the stylized animation, and the environment supports the activity. There are no glaring violations, but some micro-physics or timing nuances could be improved to enhance believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 21190,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_6/index_326_seed_21190_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.796875,
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+ "video_score2_overall": 9.4375,
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+ "question": "wide-angle shot establishes a spacious yoga studio bathed in the golden glow of afternoon sunlight filtering through large arched windows, then the camera begins a slow and graceful pan to the right, capturing the scene. Warm light illuminates countless motes of dust dancing in the visible sunlight that spreads across the highly polished, honey-toned wooden floor, while tall potted ferns with lush, vibrant green foliage add a touch of nature to the serene space. At the front of the room, a tall, graceful giraffe instructor, dressed in a simple lavender tank top and yoga pants, gracefully demonstrates a pose, her long neck curved in a gentle arc, a serene smile on her face. A variety of anthropomorphic animals—including a slender fox in a warrior pose and a plump rabbit in a child's pose—are spread across colorful yoga mats, quietly holding their poses. As the camera continues, a furry little brown bear cub peeks hesitantly from the doorway, clutching a rolled-up blue yoga mat. His large, expressive eyes scan the room, and upon finding an empty spot, he cautiously and adorably clumsily tips in. Unfolding his mat, his expression determined but unsteady, he attempts to join the group, striking a precarious downward dog pose. The entire scene is rendered in the vibrant and captivating Pixar style, characterized by soft, saturated colors, detailed textures in the animals' fur, and an atmosphere that blends gentle humor with focused tranquility.",
+ "token_credit_reward": 9.4375,
+ "selected_reward": 9.4375,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot of a spacious yoga studio with warm afternoon sunlight filtering through large arched windows, featuring a tall, graceful giraffe instructor in a lavender outfit leading a yoga session with various anthropomorphic animals (fox, rabbit, bear) on colorful mats, rendered in a Pixar-like 3D animation style.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of characters and environment, with consistent lighting and vibrant colors. However, there are occasional minor artifacts and slight frame-to-frame inconsistencies that prevent a higher rating. The animation remains readable and stylistically faithful, but not flawless.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the main elements: wide-angle studio setting, arched windows with warm light, a tall graceful instructor, and multiple animals on yoga mats in a Pixar-inspired 3D style. Some specific actions or poses may be less precise, but the major components and mood align well with the description.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and interactions within the stylized context, with no obvious physics violations. Some movements and poses are exaggerated due to the animation style, which slightly reduces strict common-sense realism but remains coherent overall.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.796875,
+ "TA": 3.5625,
+ "MQ": 3.0625,
+ "Overall": 9.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide-angle shot of a spacious yoga studio with warm afternoon sunlight filtering through large arched windows, featuring a tall, graceful giraffe instructor in a lavender outfit leading a yoga session with various anthropomorphic animals (fox, rabbit, bear) on colorful mats, rendered in a Pixar-like 3D animation style.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of characters and environment, with consistent lighting and vibrant colors. However, there are occasional minor artifacts and slight frame-to-frame inconsistencies that prevent a higher rating. The animation remains readable and stylistically faithful, but not flawless.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the main elements: wide-angle studio setting, arched windows with warm light, a tall graceful instructor, and multiple animals on yoga mats in a Pixar-inspired 3D style. Some specific actions or poses may be less precise, but the major components and mood align well with the description.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and interactions within the stylized context, with no obvious physics violations. Some movements and poses are exaggerated due to the animation style, which slightly reduces strict common-sense realism but remains coherent overall.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_8/index_tensor([2991, 2991])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_8/index_tensor([2991, 2991])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3651a21fdc9d41f9506678f619fff37c42a75f1
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_8/index_tensor([2991, 2991])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, medium-length, static shot places us in a dimly lit traditional kendo arena, where two kendo practitioners, clad in full traditional protective gear (bogu), are locked in a tense standoff. A harsh overhead light cuts fiercely into the frame from above and sideways, casting deep, sharply defined shadows on their bodies and the polished wooden floor. The entire scene is rendered in Daido Moriyama's signature grainy, high-contrast black-and-white style, with virtually no gray between the stark black and white. The light creates sharp, bright edges on the lacquered metal visors of their breastplates (do) and helmets (men), contrasting starkly with the sheer darkness of their dark kendo uniforms (keikogi) and hakama culottes (skirt pants). Suddenly, the swordsman in the foreground plunges forward, then lunges forward with explosive force, his right foot stomping decisively into the floor, stirring up a fine dust cloud. He raises his bamboo sword (shinai) overhead in a sharp arc, its immense speed leaving a visible, blurry white afterimage as it hurtles towards his opponent, who, poised to block the devastating blow, holds his balance. The entire scene is imbued with extreme dynamic tension and the aesthetics of a frozen moment, conveying a raw, intense, and intensely focused atmosphere of the duel.",
+ "seed": 25467,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_8/index_2991_seed_25467_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.5625,
+ "video_score2_ta": 2.765625,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.25,
+ "avg": 8.265625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium-length, static shot places us in a dimly lit traditional kendo arena, where two kendo practitioners, clad in full traditional protective gear (bogu), are locked in a tense standoff. A harsh overhead light cuts fiercely into the frame from above and sideways, casting deep, sharply defined shadows on their bodies and the polished wooden floor. The entire scene is rendered in Daido Moriyama's signature grainy, high-contrast black-and-white style, with virtually no gray between the stark black and white. The light creates sharp, bright edges on the lacquered metal visors of their breastplates (do) and helmets (men), contrasting starkly with the sheer darkness of their dark kendo uniforms (keikogi) and hakama culottes (skirt pants). Suddenly, the swordsman in the foreground plunges forward, then lunges forward with explosive force, his right foot stomping decisively into the floor, stirring up a fine dust cloud. He raises his bamboo sword (shinai) overhead in a sharp arc, its immense speed leaving a visible, blurry white afterimage as it hurtles towards his opponent, who, poised to block the devastating blow, holds his balance. The entire scene is imbued with extreme dynamic tension and the aesthetics of a frozen moment, conveying a raw, intense, and intensely focused atmosphere of the duel.",
+ "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 low-angle, medium-length, static shot in a dimly lit traditional kendo arena with two practitioners in full protective gear (bogu). It calls for a harsh overhead light cutting through the frame, deep shadows on the polished wooden floor, and a Daido Moriyama–style grainy, high-contrast black-and-white rendering. The sequence should show a forward lunge by the foreground swordsman, a visible white afterimage as the blade moves, and a poised blocking stance by the opponent, conveying extreme dynamic tension and a frozen-moment aesthetic.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames present decent clarity and consistent lighting, but there are noticeable limitations: occasional softness or minor motion blur during fast action, and some compression artifacts that slightly reduce sharpness. The black-and-white treatment and high-contrast grading are present and align with the intended style, though they do not compensate for the mid-level detail loss. The sequence remains coherent across frames, with no major distortions or abrupt changes.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two kendo practitioners in full gear, a dim arena with overhead lighting, and a static, low-angle composition. The dynamic action—specifically the forward lunge and the raised sword with a visible afterimage—is represented, and the scene conveys the intended tense standoff and dramatic contrast. Minor deviations exist in exact timing and some fine-grained details, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements and interactions feel plausible within a stylized martial-arts context, with believable body mechanics and weapon handling. However, there are small inconsistencies in timing and spatial relationships (e.g., footwork precision, edge interactions with the floor) that prevent a higher level of realism. Overall, the scene maintains internal coherence without obvious physical implausibilities.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.5625,
+ "TA": 2.765625,
+ "MQ": 2.9375,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length, static shot in a dimly lit traditional kendo arena with two practitioners in full protective gear (bogu). It calls for a harsh overhead light cutting through the frame, deep shadows on the polished wooden floor, and a Daido Moriyama–style grainy, high-contrast black-and-white rendering. The sequence should show a forward lunge by the foreground swordsman, a visible white afterimage as the blade moves, and a poised blocking stance by the opponent, conveying extreme dynamic tension and a frozen-moment aesthetic.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames present decent clarity and consistent lighting, but there are noticeable limitations: occasional softness or minor motion blur during fast action, and some compression artifacts that slightly reduce sharpness. The black-and-white treatment and high-contrast grading are present and align with the intended style, though they do not compensate for the mid-level detail loss. The sequence remains coherent across frames, with no major distortions or abrupt changes.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two kendo practitioners in full gear, a dim arena with overhead lighting, and a static, low-angle composition. The dynamic action—specifically the forward lunge and the raised sword with a visible afterimage—is represented, and the scene conveys the intended tense standoff and dramatic contrast. Minor deviations exist in exact timing and some fine-grained details, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements and interactions feel plausible within a stylized martial-arts context, with believable body mechanics and weapon handling. However, there are small inconsistencies in timing and spatial relationships (e.g., footwork precision, edge interactions with the floor) that prevent a higher level of realism. Overall, the scene maintains internal coherence without obvious physical implausibilities.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, medium-length, static shot places us in a dimly lit traditional kendo arena, where two kendo practitioners, clad in full traditional protective gear (bogu), are locked in a tense standoff. A harsh overhead light cuts fiercely into the frame from above and sideways, casting deep, sharply defined shadows on their bodies and the polished wooden floor. The entire scene is rendered in Daido Moriyama's signature grainy, high-contrast black-and-white style, with virtually no gray between the stark black and white. The light creates sharp, bright edges on the lacquered metal visors of their breastplates (do) and helmets (men), contrasting starkly with the sheer darkness of their dark kendo uniforms (keikogi) and hakama culottes (skirt pants). Suddenly, the swordsman in the foreground plunges forward, then lunges forward with explosive force, his right foot stomping decisively into the floor, stirring up a fine dust cloud. He raises his bamboo sword (shinai) overhead in a sharp arc, its immense speed leaving a visible, blurry white afterimage as it hurtles towards his opponent, who, poised to block the devastating blow, holds his balance. The entire scene is imbued with extreme dynamic tension and the aesthetics of a frozen moment, conveying a raw, intense, and intensely focused atmosphere of the duel.",
+ "seed": 25468,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_8/index_2991_seed_25468_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.359375,
+ "video_score2_ta": 3.046875,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 8.375,
+ "avg": 8.390625,
+ "reward_records": [
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+ "question": "low-angle, medium-length, static shot places us in a dimly lit traditional kendo arena, where two kendo practitioners, clad in full traditional protective gear (bogu), are locked in a tense standoff. A harsh overhead light cuts fiercely into the frame from above and sideways, casting deep, sharply defined shadows on their bodies and the polished wooden floor. The entire scene is rendered in Daido Moriyama's signature grainy, high-contrast black-and-white style, with virtually no gray between the stark black and white. The light creates sharp, bright edges on the lacquered metal visors of their breastplates (do) and helmets (men), contrasting starkly with the sheer darkness of their dark kendo uniforms (keikogi) and hakama culottes (skirt pants). Suddenly, the swordsman in the foreground plunges forward, then lunges forward with explosive force, his right foot stomping decisively into the floor, stirring up a fine dust cloud. He raises his bamboo sword (shinai) overhead in a sharp arc, its immense speed leaving a visible, blurry white afterimage as it hurtles towards his opponent, who, poised to block the devastating blow, holds his balance. The entire scene is imbued with extreme dynamic tension and the aesthetics of a frozen moment, conveying a raw, intense, and intensely focused atmosphere of the duel.",
+ "token_credit_reward": 8.375,
+ "selected_reward": 8.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length, static shot in a dimly lit traditional kendo arena with two practitioners in full protective gear (bogu). It calls for a tense standoff, a harsh overhead light cutting through the frame, deep shadows on the polished wooden floor, and a Daido Moriyama–style grainy, high-contrast black-and-white rendering. The sequence should show a sudden forward lunge by the foreground swordsman, a decisive right-foot strike, a raised bamboo sword (shinai) in a sharp arc, and a poised blocking stance by the opponent, all conveying extreme dynamic tension.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and legibility of the scene, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild motion blur during fast actions, occasional compression artifacts, or slight color/contrast inconsistencies. Lighting remains dramatic and the black-and-white aesthetic is present, yet the overall polish does not reach a high-end level. The sequence remains coherent, but the quality is not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two kendo practitioners in full gear, a dim arena with overhead lighting, and the described dynamic action—forward lunge, right-foot impact, raised shinai, and a poised blocking stance. The composition and pacing convey the intended tension. Minor deviations exist in exact framing and some stylistic details, but they do not substantially detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements and interactions feel plausible within a training context, and equipment handling appears reasonable. However, there are subtle timing and weight-transfer nuances and minor environmental cues that could be refined to improve realism. Overall, the scene remains believable, but not perfectly consistent across all aspects.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.359375,
+ "TA": 3.046875,
+ "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 low-angle, medium-length, static shot in a dimly lit traditional kendo arena with two practitioners in full protective gear (bogu). It calls for a tense standoff, a harsh overhead light cutting through the frame, deep shadows on the polished wooden floor, and a Daido Moriyama–style grainy, high-contrast black-and-white rendering. The sequence should show a sudden forward lunge by the foreground swordsman, a decisive right-foot strike, a raised bamboo sword (shinai) in a sharp arc, and a poised blocking stance by the opponent, all conveying extreme dynamic tension.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and legibility of the scene, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild motion blur during fast actions, occasional compression artifacts, or slight color/contrast inconsistencies. Lighting remains dramatic and the black-and-white aesthetic is present, yet the overall polish does not reach a high-end level. The sequence remains coherent, but the quality is not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two kendo practitioners in full gear, a dim arena with overhead lighting, and the described dynamic action—forward lunge, right-foot impact, raised shinai, and a poised blocking stance. The composition and pacing convey the intended tension. Minor deviations exist in exact framing and some stylistic details, but they do not substantially detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements and interactions feel plausible within a training context, and equipment handling appears reasonable. However, there are subtle timing and weight-transfer nuances and minor environmental cues that could be refined to improve realism. Overall, the scene remains believable, but not perfectly consistent across all aspects.\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": 25469,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_8/index_2991_seed_25469_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_mq": 2.625,
+ "video_score2_overall": 7.28125,
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+ "question": "low-angle, medium-length, static shot places us in a dimly lit traditional kendo arena, where two kendo practitioners, clad in full traditional protective gear (bogu), are locked in a tense standoff. A harsh overhead light cuts fiercely into the frame from above and sideways, casting deep, sharply defined shadows on their bodies and the polished wooden floor. The entire scene is rendered in Daido Moriyama's signature grainy, high-contrast black-and-white style, with virtually no gray between the stark black and white. The light creates sharp, bright edges on the lacquered metal visors of their breastplates (do) and helmets (men), contrasting starkly with the sheer darkness of their dark kendo uniforms (keikogi) and hakama culottes (skirt pants). Suddenly, the swordsman in the foreground plunges forward, then lunges forward with explosive force, his right foot stomping decisively into the floor, stirring up a fine dust cloud. He raises his bamboo sword (shinai) overhead in a sharp arc, its immense speed leaving a visible, blurry white afterimage as it hurtles towards his opponent, who, poised to block the devastating blow, holds his balance. The entire scene is imbued with extreme dynamic tension and the aesthetics of a frozen moment, conveying a raw, intense, and intensely focused atmosphere of the duel.",
+ "token_credit_reward": 7.28125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length, static shot in a dimly lit traditional kendo arena with two practitioners in full protective gear (bogu). It calls for a harsh overhead light, deep shadows, and a Daido Moriyama–style grainy, high-contrast black-and-white rendering. The scene should show a forward lunge with a sword raised overhead and a visible white afterimage, plus a poised opponent ready to block. In practice, the video only partially satisfies these cues; several key elements are not realized in the footage.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain reasonable clarity and consistent lighting, but there are noticeable artifacts and some motion blur during action. The color grading leans toward a desaturated palette rather than a stark black-and-white look, and the grainy texture is not convincingly achieved. The sequence remains legible, but it does not reach high-fidelity visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the setting and participants are present, crucial prompt details are missing or underrepresented: the exact low-angle/static framing is not consistently maintained, the lighting and contrast do not match the described harsh overhead and stark monochrome aesthetic, and the dramatic dynamic elements (e.g., a decisive forward plunge, raised sword with a white afterimage, and a clearly poised opponent) are not convincingly depicted. The result shows only partial correspondence to the textual description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible kendo dynamics and anatomy, with believable stances and interactions. However, minor inconsistencies appear in timing and motion cues, and some interactions feel slightly off, preventing a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.140625,
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+ "MQ": 2.625,
+ "Overall": 7.28125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length, static shot in a dimly lit traditional kendo arena with two practitioners in full protective gear (bogu). It calls for a harsh overhead light, deep shadows, and a Daido Moriyama–style grainy, high-contrast black-and-white rendering. The scene should show a forward lunge with a sword raised overhead and a visible white afterimage, plus a poised opponent ready to block. In practice, the video only partially satisfies these cues; several key elements are not realized in the footage.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain reasonable clarity and consistent lighting, but there are noticeable artifacts and some motion blur during action. The color grading leans toward a desaturated palette rather than a stark black-and-white look, and the grainy texture is not convincingly achieved. The sequence remains legible, but it does not reach high-fidelity visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the setting and participants are present, crucial prompt details are missing or underrepresented: the exact low-angle/static framing is not consistently maintained, the lighting and contrast do not match the described harsh overhead and stark monochrome aesthetic, and the dramatic dynamic elements (e.g., a decisive forward plunge, raised sword with a white afterimage, and a clearly poised opponent) are not convincingly depicted. The result shows only partial correspondence to the textual description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible kendo dynamics and anatomy, with believable stances and interactions. However, minor inconsistencies appear in timing and motion cues, and some interactions feel slightly off, preventing a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 25470,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000129/group_8/index_2991_seed_25470_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": 2.59375,
+ "video_score2_ta": 2.546875,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.0625,
+ "avg": 8.078125,
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+ "question": "low-angle, medium-length, static shot places us in a dimly lit traditional kendo arena, where two kendo practitioners, clad in full traditional protective gear (bogu), are locked in a tense standoff. A harsh overhead light cuts fiercely into the frame from above and sideways, casting deep, sharply defined shadows on their bodies and the polished wooden floor. The entire scene is rendered in Daido Moriyama's signature grainy, high-contrast black-and-white style, with virtually no gray between the stark black and white. The light creates sharp, bright edges on the lacquered metal visors of their breastplates (do) and helmets (men), contrasting starkly with the sheer darkness of their dark kendo uniforms (keikogi) and hakama culottes (skirt pants). Suddenly, the swordsman in the foreground plunges forward, then lunges forward with explosive force, his right foot stomping decisively into the floor, stirring up a fine dust cloud. He raises his bamboo sword (shinai) overhead in a sharp arc, its immense speed leaving a visible, blurry white afterimage as it hurtles towards his opponent, who, poised to block the devastating blow, holds his balance. The entire scene is imbued with extreme dynamic tension and the aesthetics of a frozen moment, conveying a raw, intense, and intensely focused atmosphere of the duel.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length, static shot in a dimly lit traditional kendo arena with two practitioners in full protective gear (bogu). It envisions a tense standoff, a harsh overhead light cutting through the frame, deep shadows on the polished wooden floor, and a Daido Moriyama–style grainy, high-contrast black-and-white rendering. The scene should show a foreground swordsman lunging with a bamboo sword (shinai) and a clearly defined moment of dynamic tension.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames present decent clarity and stable composition, but there are noticeable limitations: some desaturation and mild grain reduce the crispness of the black-and-white aesthetic, and occasional motion blur or compression artifacts temper the perceived sharpness. Lighting remains generally consistent across frames, though the dramatic contrast described in the prompt is not fully realized. In sum, the video communicates the scene adequately without achieving high-fidelity visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several core elements—two figures in traditional attire, a dim arena, and a static framing with a low-angle perspective. However, key dynamic actions described in the prompt are not convincingly depicted: the foreground swordsman’s lunging motion, the raised shinai, and the explosive force implied by the sequence are underrepresented, resulting in only partial fidelity to the intended dramatic action.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The figures’ proportions and interactions appear plausible, and the environment maintains coherent spatial relationships. Yet the absence of strong motion cues and the subdued lighting introduce minor inconsistencies in depth perception and timing, preventing a higher level of realism. Overall, the scene remains believable but not highly convincing in terms of physical dynamics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.59375,
+ "TA": 2.546875,
+ "MQ": 2.9375,
+ "Overall": 8.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length, static shot in a dimly lit traditional kendo arena with two practitioners in full protective gear (bogu). It envisions a tense standoff, a harsh overhead light cutting through the frame, deep shadows on the polished wooden floor, and a Daido Moriyama–style grainy, high-contrast black-and-white rendering. The scene should show a foreground swordsman lunging with a bamboo sword (shinai) and a clearly defined moment of dynamic tension.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames present decent clarity and stable composition, but there are noticeable limitations: some desaturation and mild grain reduce the crispness of the black-and-white aesthetic, and occasional motion blur or compression artifacts temper the perceived sharpness. Lighting remains generally consistent across frames, though the dramatic contrast described in the prompt is not fully realized. In sum, the video communicates the scene adequately without achieving high-fidelity visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several core elements—two figures in traditional attire, a dim arena, and a static framing with a low-angle perspective. However, key dynamic actions described in the prompt are not convincingly depicted: the foreground swordsman’s lunging motion, the raised shinai, and the explosive force implied by the sequence are underrepresented, resulting in only partial fidelity to the intended dramatic action.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The figures’ proportions and interactions appear plausible, and the environment maintains coherent spatial relationships. Yet the absence of strong motion cues and the subdued lighting introduce minor inconsistencies in depth perception and timing, preventing a higher level of realism. Overall, the scene remains believable but not highly convincing in terms of physical dynamics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_1/index_tensor([3760, 3760])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_1/index_tensor([3760, 3760])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..4429c983ccac27f03e5ce8965eebd95b508baac5
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_1/index_tensor([3760, 3760])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 4110,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_1/index_3760_seed_4110_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.46875,
+ "video_score2_ta": 3.6875,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 9.25,
+ "avg": 9.265625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "The film's crane shot begins in medium close-up, focusing on an elderly East Asian scholar standing atop the Great Wall of China. With wisps of graying hair at his temples and a wrinkled face brimming with intellectual curiosity, he wears a traditional dark gray, high-necked wool tunic, a look that combines elegance with practicality, warding off the morning chill. With an authoritative and majestic gesture, he sweeps his right arm across the landscape, his lips moving as if passionately explaining the wall's long history. As he speaks, the camera begins a slow, majestic ascent, pulling back to reveal the full context of his location. The weathered gray stone brick wall, with its uneven texture and ancient jagged edges, fills the frame before the camera ascends higher, revealing a massive stone serpent winding endlessly across the vast, undulating peaks of the rolling mountains. A thick, wispy mist shrouds the valley below, creating layers of depth and mystery, while the soft golden morning sunlight penetrates the valley, catching the high mountain ridges and casting long, dramatic shadows. The entire scene is filled with an atmosphere of epic grandeur and profound historical reverence, capturing a moment of human knowledge against the backdrop of timeless nature and monumental achievement.",
+ "token_credit_reward": 9.25,
+ "selected_reward": 9.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene featuring an elderly East Asian scholar atop the Great Wall of China, wearing a traditional dark gray, high-necked wool tunic, delivering a passionate explanation about the wall's history while the camera gradually reveals more of the landscape through a crane-like movement. The setting includes a weathered stone wall, a valley shrouded in mist, and warm morning light, culminating in an atmosphere of epic grandeur and historical reverence.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some compression artifacts and mild softness that reduce fine detail. The subject remains identifiable, and the background elements are visible, though sharpness varies across frames. There are no major distortions or abrupt frame-to-frame changes, and lighting remains generally stable, with only occasional minor exposure fluctuations. In sum, the video presents acceptable visual quality without notable degradation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video clearly depicts an elderly East Asian man in traditional attire on a stone wall, with a crane-like camera movement and a gradual reveal of the landscape. The presence of the weathered wall, the valley mist, and the warm morning lighting aligns well with the description. The depiction of a “weathered gray stone brick wall” is plausible given the wall’s aged appearance; the notion of a “serpent winding across the vast, undulating peaks” is not strongly evidenced by the visible features, which introduces a minor interpretive gap. Despite this, the core elements—subject, setting, mood, and sequence—are well captured, yielding a high level of alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains coherent spatial relationships, lighting direction, and object behavior, with no obvious violations of basic physics. However, there are subtle inconsistencies in how certain environmental details interact with the camera motion and lighting, preventing a perfect sense of realism. Overall, the scene remains plausible and coherent, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.46875,
+ "TA": 3.6875,
+ "MQ": 3.109375,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene featuring an elderly East Asian scholar atop the Great Wall of China, wearing a traditional dark gray, high-necked wool tunic, delivering a passionate explanation about the wall's history while the camera gradually reveals more of the landscape through a crane-like movement. The setting includes a weathered stone wall, a valley shrouded in mist, and warm morning light, culminating in an atmosphere of epic grandeur and historical reverence.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some compression artifacts and mild softness that reduce fine detail. The subject remains identifiable, and the background elements are visible, though sharpness varies across frames. There are no major distortions or abrupt frame-to-frame changes, and lighting remains generally stable, with only occasional minor exposure fluctuations. In sum, the video presents acceptable visual quality without notable degradation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video clearly depicts an elderly East Asian man in traditional attire on a stone wall, with a crane-like camera movement and a gradual reveal of the landscape. The presence of the weathered wall, the valley mist, and the warm morning lighting aligns well with the description. The depiction of a “weathered gray stone brick wall” is plausible given the wall’s aged appearance; the notion of a “serpent winding across the vast, undulating peaks” is not strongly evidenced by the visible features, which introduces a minor interpretive gap. Despite this, the core elements—subject, setting, mood, and sequence—are well captured, yielding a high level of alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains coherent spatial relationships, lighting direction, and object behavior, with no obvious violations of basic physics. However, there are subtle inconsistencies in how certain environmental details interact with the camera motion and lighting, preventing a perfect sense of realism. Overall, the scene remains plausible and coherent, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The film's crane shot begins in medium close-up, focusing on an elderly East Asian scholar standing atop the Great Wall of China. With wisps of graying hair at his temples and a wrinkled face brimming with intellectual curiosity, he wears a traditional dark gray, high-necked wool tunic, a look that combines elegance with practicality, warding off the morning chill. With an authoritative and majestic gesture, he sweeps his right arm across the landscape, his lips moving as if passionately explaining the wall's long history. As he speaks, the camera begins a slow, majestic ascent, pulling back to reveal the full context of his location. The weathered gray stone brick wall, with its uneven texture and ancient jagged edges, fills the frame before the camera ascends higher, revealing a massive stone serpent winding endlessly across the vast, undulating peaks of the rolling mountains. A thick, wispy mist shrouds the valley below, creating layers of depth and mystery, while the soft golden morning sunlight penetrates the valley, catching the high mountain ridges and casting long, dramatic shadows. The entire scene is filled with an atmosphere of epic grandeur and profound historical reverence, capturing a moment of human knowledge against the backdrop of timeless nature and monumental achievement.",
+ "seed": 4111,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_1/index_3760_seed_4111_dp_2_rank_4_sample_1_slot_1.mp4",
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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 the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring an elderly East Asian scholar atop the Great Wall of China, wearing a traditional dark gray high-necked wool tunic, delivering a sweeping gesture while the camera gradually reveals the landscape. The description emphasizes a majestic ascent, weathered stone textures, a distant wall serpentine across rolling mountains, wispy valley mist, and warm morning light, culminating in a moment of human knowledge set against timeless nature and monumental achievement.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable artifacts and some inconsistencies in rendering. There are occasional distortions in facial features and hand gestures, and background elements such as the mountains can appear slightly warped. Lighting remains generally stable, yet color grading and contrast vary between shots, contributing to an uneven overall impression.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: an elderly East Asian man in traditional attire, positioned on the Great Wall, delivering a sweeping gesture, with a gradual camera reveal of the landscape. The core narrative and setting align well with the description, though a few atmospheric details (e.g., mist density or exact lighting nuances) may not be perfectly matched.\n\nPhysical Consistency Analysis:\nPhysical consistency is moderate (score 3). The subject’s proportions are largely plausible, but there are occasional distortions in facial features and hand positioning during gesturing. Background terrain shows minor warping, and lighting/shadows are not always perfectly coherent with the environment. These issues reduce realism but do not completely undermine the scene.\n\nScoring Assessment:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3. The revised evaluation reflects these values, acknowledging moderate visual imperfections, strong alignment with the prompt, and moderate physical inconsistencies.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.0,
+ "TA": 3.5,
+ "MQ": 2.921875,
+ "Overall": 8.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring an elderly East Asian scholar atop the Great Wall of China, wearing a traditional dark gray high-necked wool tunic, delivering a sweeping gesture while the camera gradually reveals the landscape. The description emphasizes a majestic ascent, weathered stone textures, a distant wall serpentine across rolling mountains, wispy valley mist, and warm morning light, culminating in a moment of human knowledge set against timeless nature and monumental achievement.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable artifacts and some inconsistencies in rendering. There are occasional distortions in facial features and hand gestures, and background elements such as the mountains can appear slightly warped. Lighting remains generally stable, yet color grading and contrast vary between shots, contributing to an uneven overall impression.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: an elderly East Asian man in traditional attire, positioned on the Great Wall, delivering a sweeping gesture, with a gradual camera reveal of the landscape. The core narrative and setting align well with the description, though a few atmospheric details (e.g., mist density or exact lighting nuances) may not be perfectly matched.\n\nPhysical Consistency Analysis:\nPhysical consistency is moderate (score 3). The subject’s proportions are largely plausible, but there are occasional distortions in facial features and hand positioning during gesturing. Background terrain shows minor warping, and lighting/shadows are not always perfectly coherent with the environment. These issues reduce realism but do not completely undermine the scene.\n\nScoring Assessment:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3. The revised evaluation reflects these values, acknowledging moderate visual imperfections, strong alignment with the prompt, and moderate physical inconsistencies.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The film's crane shot begins in medium close-up, focusing on an elderly East Asian scholar standing atop the Great Wall of China. With wisps of graying hair at his temples and a wrinkled face brimming with intellectual curiosity, he wears a traditional dark gray, high-necked wool tunic, a look that combines elegance with practicality, warding off the morning chill. With an authoritative and majestic gesture, he sweeps his right arm across the landscape, his lips moving as if passionately explaining the wall's long history. As he speaks, the camera begins a slow, majestic ascent, pulling back to reveal the full context of his location. The weathered gray stone brick wall, with its uneven texture and ancient jagged edges, fills the frame before the camera ascends higher, revealing a massive stone serpent winding endlessly across the vast, undulating peaks of the rolling mountains. A thick, wispy mist shrouds the valley below, creating layers of depth and mystery, while the soft golden morning sunlight penetrates the valley, catching the high mountain ridges and casting long, dramatic shadows. The entire scene is filled with an atmosphere of epic grandeur and profound historical reverence, capturing a moment of human knowledge against the backdrop of timeless nature and monumental achievement.",
+ "seed": 4112,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_1/index_3760_seed_4112_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.265625,
+ "video_score2_ta": 3.46875,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 8.875,
+ "avg": 8.890625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "The film's crane shot begins in medium close-up, focusing on an elderly East Asian scholar standing atop the Great Wall of China. With wisps of graying hair at his temples and a wrinkled face brimming with intellectual curiosity, he wears a traditional dark gray, high-necked wool tunic, a look that combines elegance with practicality, warding off the morning chill. With an authoritative and majestic gesture, he sweeps his right arm across the landscape, his lips moving as if passionately explaining the wall's long history. As he speaks, the camera begins a slow, majestic ascent, pulling back to reveal the full context of his location. The weathered gray stone brick wall, with its uneven texture and ancient jagged edges, fills the frame before the camera ascends higher, revealing a massive stone serpent winding endlessly across the vast, undulating peaks of the rolling mountains. A thick, wispy mist shrouds the valley below, creating layers of depth and mystery, while the soft golden morning sunlight penetrates the valley, catching the high mountain ridges and casting long, dramatic shadows. The entire scene is filled with an atmosphere of epic grandeur and profound historical reverence, capturing a moment of human knowledge against the backdrop of timeless nature and monumental achievement.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring an elderly East Asian scholar atop the Great Wall of China, with a crane shot that reveals a weathered stone wall, a serpentine stone feature winding through rolling mountains, and a misty valley bathed in golden morning light. The description emphasizes the scholarly figure, the historic setting, and the intended cinematic progression.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. There are occasional color inconsistencies and mild noise, which reduce sharpness and fine detail. The subject remains identifiable, and lighting is generally stable, but the overall image fidelity does not reach high-end standards. The sequence appears reasonably smooth, though motion details cannot be fully assessed from stills.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the elderly scholar, the Great Wall setting, and the described crane-like movement that reveals the landscape. The key elements—weathered wall textures, the serpentine stone feature, and the misty valley—are present and convey the intended mood. Some nuanced aspects of the prompt (e.g., the precise gestural dynamics and the exact timing of the ascent) are captured well but not perfectly, leaving minor gaps in perfect fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting direction, and material textures, with no obvious violations of physics or common sense. However, there are subtle inconsistencies in scale cues and atmospheric effects that prevent a higher level of realism, resulting in an overall believable 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": 3.46875,
+ "MQ": 3.15625,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring an elderly East Asian scholar atop the Great Wall of China, with a crane shot that reveals a weathered stone wall, a serpentine stone feature winding through rolling mountains, and a misty valley bathed in golden morning light. The description emphasizes the scholarly figure, the historic setting, and the intended cinematic progression.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. There are occasional color inconsistencies and mild noise, which reduce sharpness and fine detail. The subject remains identifiable, and lighting is generally stable, but the overall image fidelity does not reach high-end standards. The sequence appears reasonably smooth, though motion details cannot be fully assessed from stills.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the elderly scholar, the Great Wall setting, and the described crane-like movement that reveals the landscape. The key elements—weathered wall textures, the serpentine stone feature, and the misty valley—are present and convey the intended mood. Some nuanced aspects of the prompt (e.g., the precise gestural dynamics and the exact timing of the ascent) are captured well but not perfectly, leaving minor gaps in perfect fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting direction, and material textures, with no obvious violations of physics or common sense. However, there are subtle inconsistencies in scale cues and atmospheric effects that prevent a higher level of realism, resulting in an overall believable 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": "The film's crane shot begins in medium close-up, focusing on an elderly East Asian scholar standing atop the Great Wall of China. With wisps of graying hair at his temples and a wrinkled face brimming with intellectual curiosity, he wears a traditional dark gray, high-necked wool tunic, a look that combines elegance with practicality, warding off the morning chill. With an authoritative and majestic gesture, he sweeps his right arm across the landscape, his lips moving as if passionately explaining the wall's long history. As he speaks, the camera begins a slow, majestic ascent, pulling back to reveal the full context of his location. The weathered gray stone brick wall, with its uneven texture and ancient jagged edges, fills the frame before the camera ascends higher, revealing a massive stone serpent winding endlessly across the vast, undulating peaks of the rolling mountains. A thick, wispy mist shrouds the valley below, creating layers of depth and mystery, while the soft golden morning sunlight penetrates the valley, catching the high mountain ridges and casting long, dramatic shadows. The entire scene is filled with an atmosphere of epic grandeur and profound historical reverence, capturing a moment of human knowledge against the backdrop of timeless nature and monumental achievement.",
+ "seed": 4113,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_1/index_3760_seed_4113_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.4375,
+ "video_score2_ta": 3.546875,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 9.1875,
+ "avg": 9.15625,
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+ "question": "The film's crane shot begins in medium close-up, focusing on an elderly East Asian scholar standing atop the Great Wall of China. With wisps of graying hair at his temples and a wrinkled face brimming with intellectual curiosity, he wears a traditional dark gray, high-necked wool tunic, a look that combines elegance with practicality, warding off the morning chill. With an authoritative and majestic gesture, he sweeps his right arm across the landscape, his lips moving as if passionately explaining the wall's long history. As he speaks, the camera begins a slow, majestic ascent, pulling back to reveal the full context of his location. The weathered gray stone brick wall, with its uneven texture and ancient jagged edges, fills the frame before the camera ascends higher, revealing a massive stone serpent winding endlessly across the vast, undulating peaks of the rolling mountains. A thick, wispy mist shrouds the valley below, creating layers of depth and mystery, while the soft golden morning sunlight penetrates the valley, catching the high mountain ridges and casting long, dramatic shadows. The entire scene is filled with an atmosphere of epic grandeur and profound historical reverence, capturing a moment of human knowledge against the backdrop of timeless nature and monumental achievement.",
+ "token_credit_reward": 9.1875,
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+ ],
+ "credit_map_shape": [
+ 3,
+ 26,
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+ ],
+ "top_frames": [
+ 2,
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+ 1
+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene featuring an elderly East Asian scholar atop the Great Wall of China, wearing a traditional dark gray, high-necked wool tunic, delivering a passionate explanation about the wall's history while the camera gradually reveals more of the landscape through a crane-like movement. The setting includes a weathered stone wall, a distant serpentine structure, rolling mountains, and a misty valley bathed in warm morning light, conveying epic grandeur and historical reverence.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. There are occasional color inconsistencies and mild noise, which reduce sharpness and fine detail. The subject remains identifiable and the background elements are visible, but the overall image fidelity does not reach high-end standards. The sequence appears stable with no major distortions, though minor frame-to-frame fluctuations may be present.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents the elderly scholar, the Great Wall setting, the traditional attire, and the intended gestures. The background features—stone wall texture, distant mountains, and atmospheric mist—are present and contribute to the intended mood. The camera movement is suggested by the framing, though a full crane-shot progression cannot be confirmed from static frames alone. Overall, the core elements align well with the description, with only minor deviations in motion dynamics.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: lighting, perspective, and object interactions feel coherent. However, there are subtle inconsistencies in scale or interaction cues (e.g., relative sizes of the wall, distant mountains, or mist behavior) that prevent a higher level of realism. No obvious physics violations are detected, but the overall coherence sits at a mid-range level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.4375,
+ "TA": 3.546875,
+ "MQ": 3.171875,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene featuring an elderly East Asian scholar atop the Great Wall of China, wearing a traditional dark gray, high-necked wool tunic, delivering a passionate explanation about the wall's history while the camera gradually reveals more of the landscape through a crane-like movement. The setting includes a weathered stone wall, a distant serpentine structure, rolling mountains, and a misty valley bathed in warm morning light, conveying epic grandeur and historical reverence.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. There are occasional color inconsistencies and mild noise, which reduce sharpness and fine detail. The subject remains identifiable and the background elements are visible, but the overall image fidelity does not reach high-end standards. The sequence appears stable with no major distortions, though minor frame-to-frame fluctuations may be present.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents the elderly scholar, the Great Wall setting, the traditional attire, and the intended gestures. The background features—stone wall texture, distant mountains, and atmospheric mist—are present and contribute to the intended mood. The camera movement is suggested by the framing, though a full crane-shot progression cannot be confirmed from static frames alone. Overall, the core elements align well with the description, with only minor deviations in motion dynamics.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: lighting, perspective, and object interactions feel coherent. However, there are subtle inconsistencies in scale or interaction cues (e.g., relative sizes of the wall, distant mountains, or mist behavior) that prevent a higher level of realism. No obvious physics violations are detected, but the overall coherence sits at a mid-range level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_11/index_tensor([5730, 5730])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_11/index_tensor([5730, 5730])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9bff66be6fbe050454772458d3d885f666436ad
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_11/index_tensor([5730, 5730])_group_11_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 cinematic scene featuring a low-angle, dynamic tracking shot that follows a galloping horse and rider across a vast desert landscape. Key elements include a muscular, dark-haired steed, a lone knight riding at speed, a dramatic sunset palette, and a flowing black cape that billows in the wind. The overall mood is intended to be epic and desolate, with a sense of high-speed movement and dramatic lighting.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the horse, rider, and cape, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent and legible, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: a low-angle tracking shot, a galloping horse, a rider with a dark mane, a flowing black cape, and a dramatic sunset palette. The desert setting and the implied high-speed motion are well represented, and the composition aligns closely with the described scene. Minor deviations may exist, but they do not significantly detract from the overall fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dynamics of the gallop, cape motion, and lighting are generally plausible, with no major violations of physics. However, there are subtle cues—such as wind interaction with the cape and dust behavior—that could be refined to improve realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.1875,
+ "TA": 3.578125,
+ "MQ": 3.171875,
+ "Overall": 9.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic scene featuring a low-angle, dynamic tracking shot that follows a galloping horse and rider across a vast desert landscape. Key elements include a muscular, dark-haired steed, a lone knight riding at speed, a dramatic sunset palette, and a flowing black cape that billows in the wind. The overall mood is intended to be epic and desolate, with a sense of high-speed movement and dramatic lighting.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the horse, rider, and cape, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent and legible, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the essential elements: a low-angle tracking shot, a galloping horse, a rider with a dark mane, a flowing black cape, and a dramatic sunset palette. The desert setting and the implied high-speed motion are well represented, and the composition aligns closely with the described scene. Minor deviations may exist, but they do not significantly detract from the overall fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dynamics of the gallop, cape motion, and lighting are generally plausible, with no major violations of physics. However, there are subtle cues—such as wind interaction with the cape and dust behavior—that could be refined to improve realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, dynamic tracking shot follows from the side and rear, the camera close to the ground, parallel to the galloping hooves. In the image, a muscular, inky-haired steed gallops at full speed across the vast, desolate Gobi Desert, its hooves flying and stirring up clouds of yellow dust. Aloft, a lone knight, leans forward, gripping the reins. His long, wind-twisted black hair, his bronzed face stern, his gaze piercing, like a hawk's, fixed on the distant horizon. He wears a heavy, rough black cape, which is violently lifted by the strong wind. It billows and tumbles behind him like an unfurled battle flag, forming a vast, powerful, and almost frozen black arc. On the horizon, a burning blood-red setting sun is slowly sinking under the endless sand dunes, dyeing the entire sky a strong orange-red and deep purple. The dazzling backlight outlines a circle of dazzling golden outline light for the knight and the horse. Their figures appear lonely and full of epic grandeur in the elongated shadows. The whole scene is filled with a desolate, resolute and unrestrained atmosphere in the high-speed movement.",
+ "seed": 7287,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_11/index_5730_seed_7287_dp_22_rank_44_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 3.625,
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+ "video_score2_overall": 9.625,
+ "avg": 9.640625,
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+ "question": "low-angle, dynamic tracking shot follows from the side and rear, the camera close to the ground, parallel to the galloping hooves. In the image, a muscular, inky-haired steed gallops at full speed across the vast, desolate Gobi Desert, its hooves flying and stirring up clouds of yellow dust. Aloft, a lone knight, leans forward, gripping the reins. His long, wind-twisted black hair, his bronzed face stern, his gaze piercing, like a hawk's, fixed on the distant horizon. He wears a heavy, rough black cape, which is violently lifted by the strong wind. It billows and tumbles behind him like an unfurled battle flag, forming a vast, powerful, and almost frozen black arc. On the horizon, a burning blood-red setting sun is slowly sinking under the endless sand dunes, dyeing the entire sky a strong orange-red and deep purple. The dazzling backlight outlines a circle of dazzling golden outline light for the knight and the horse. Their figures appear lonely and full of epic grandeur in the elongated shadows. The whole scene is filled with a desolate, resolute and unrestrained atmosphere in the high-speed movement.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, dynamic tracking shot following a muscular, inky-haired steed galloping across a vast, desolate Gobi Desert. The scene features a lone knight on horseback, with a long wind-tossed black cape, a setting sun, and a dramatic sky. The overall intent is to convey epic grandeur through high-speed motion and stark lighting.\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 horse and rider remain identifiable, and the desert environment is recognizable, but texture and edge definition are not consistently crisp. Lighting and color grading create a cinematic mood, yet the overall sharpness and fidelity do not reach high-end levels. Motion appears smooth across the sequence, though occasional minor blur can be observed during fast actions.\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 galloping horse, a lone knight, a wind-swept black cape, and a dramatic sunset palette. The desert setting and the implied epic atmosphere are well represented. Some finer details—such as precise facial features or exact cape dynamics—are less defined due to distance and resolution, but these gaps do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the horse’s gallop, the cape’s wind interaction, and the lighting are coherent. However, there are occasional minor inconsistencies in scale cues or wind effects that prevent a higher level of realism. Overall, the dynamics feel believable, but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 3.625,
+ "MQ": 3.046875,
+ "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 low-angle, dynamic tracking shot following a muscular, inky-haired steed galloping across a vast, desolate Gobi Desert. The scene features a lone knight on horseback, with a long wind-tossed black cape, a setting sun, and a dramatic sky. The overall intent is to convey epic grandeur through high-speed motion and stark lighting.\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 horse and rider remain identifiable, and the desert environment is recognizable, but texture and edge definition are not consistently crisp. Lighting and color grading create a cinematic mood, yet the overall sharpness and fidelity do not reach high-end levels. Motion appears smooth across the sequence, though occasional minor blur can be observed during fast actions.\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 galloping horse, a lone knight, a wind-swept black cape, and a dramatic sunset palette. The desert setting and the implied epic atmosphere are well represented. Some finer details—such as precise facial features or exact cape dynamics—are less defined due to distance and resolution, but these gaps do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the horse’s gallop, the cape’s wind interaction, and the lighting are coherent. However, there are occasional minor inconsistencies in scale cues or wind effects that prevent a higher level of realism. Overall, the dynamics feel believable, but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, dynamic tracking shot follows from the side and rear, the camera close to the ground, parallel to the galloping hooves. In the image, a muscular, inky-haired steed gallops at full speed across the vast, desolate Gobi Desert, its hooves flying and stirring up clouds of yellow dust. Aloft, a lone knight, leans forward, gripping the reins. His long, wind-twisted black hair, his bronzed face stern, his gaze piercing, like a hawk's, fixed on the distant horizon. He wears a heavy, rough black cape, which is violently lifted by the strong wind. It billows and tumbles behind him like an unfurled battle flag, forming a vast, powerful, and almost frozen black arc. On the horizon, a burning blood-red setting sun is slowly sinking under the endless sand dunes, dyeing the entire sky a strong orange-red and deep purple. The dazzling backlight outlines a circle of dazzling golden outline light for the knight and the horse. Their figures appear lonely and full of epic grandeur in the elongated shadows. The whole scene is filled with a desolate, resolute and unrestrained atmosphere in the high-speed movement.",
+ "seed": 7288,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_11/index_5730_seed_7288_dp_23_rank_46_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 3.328125,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 9.375,
+ "avg": 9.375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, dynamic tracking shot follows from the side and rear, the camera close to the ground, parallel to the galloping hooves. In the image, a muscular, inky-haired steed gallops at full speed across the vast, desolate Gobi Desert, its hooves flying and stirring up clouds of yellow dust. Aloft, a lone knight, leans forward, gripping the reins. His long, wind-twisted black hair, his bronzed face stern, his gaze piercing, like a hawk's, fixed on the distant horizon. He wears a heavy, rough black cape, which is violently lifted by the strong wind. It billows and tumbles behind him like an unfurled battle flag, forming a vast, powerful, and almost frozen black arc. On the horizon, a burning blood-red setting sun is slowly sinking under the endless sand dunes, dyeing the entire sky a strong orange-red and deep purple. The dazzling backlight outlines a circle of dazzling golden outline light for the knight and the horse. Their figures appear lonely and full of epic grandeur in the elongated shadows. The whole scene is filled with a desolate, resolute and unrestrained atmosphere in the high-speed movement.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic scene featuring a low-angle, dynamic tracking shot that follows a galloping horse and rider across a vast desert landscape. The key elements include a muscular, dark-haired steed, a lone knight riding at speed, a desolate Gobi Desert setting, visible dust clouds, wind-swept hair and cape, a dramatic sunset palette, and a sense of epic grandeur. The description remains consistent with the overall visuals, though some finer details may vary in execution.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the horse, rider, and environment, but there are occasional minor artifacts and slight softness in distant areas. The lighting and color grading capture the warm desert sunset, yet some frames exhibit mild inconsistencies in contrast or texture. The motion appears reasonably smooth, though not flawless, with rare minor frame-to-frame jitter. The composition and depth cues are generally convincing, but not outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a low-angle tracking shot, a galloping horse and rider, a vast desert setting, visible dust, wind-swept hair and cape, and a dramatic sunset. The mood and color palette align with the intended atmosphere. Some finer details—such as exact facial features or precise cape dynamics—are less clearly resolved due to distance and motion blur, but these do not substantially detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The gallop mechanics and dust behavior are plausible, and the scene maintains coherent spatial relationships between the horse, rider, and terrain. However, there are occasional minor inconsistencies in limb articulation timing and wind interaction with the cape, which prevent a higher level of realism. Overall, the dynamics feel believable but not perfectly natural.\n\n\n(1) visual quality: 3\n(2) 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": 3.328125,
+ "MQ": 3.0,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic scene featuring a low-angle, dynamic tracking shot that follows a galloping horse and rider across a vast desert landscape. The key elements include a muscular, dark-haired steed, a lone knight riding at speed, a desolate Gobi Desert setting, visible dust clouds, wind-swept hair and cape, a dramatic sunset palette, and a sense of epic grandeur. The description remains consistent with the overall visuals, though some finer details may vary in execution.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the horse, rider, and environment, but there are occasional minor artifacts and slight softness in distant areas. The lighting and color grading capture the warm desert sunset, yet some frames exhibit mild inconsistencies in contrast or texture. The motion appears reasonably smooth, though not flawless, with rare minor frame-to-frame jitter. The composition and depth cues are generally convincing, but not outstanding.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a low-angle tracking shot, a galloping horse and rider, a vast desert setting, visible dust, wind-swept hair and cape, and a dramatic sunset. The mood and color palette align with the intended atmosphere. Some finer details—such as exact facial features or precise cape dynamics—are less clearly resolved due to distance and motion blur, but these do not substantially detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The gallop mechanics and dust behavior are plausible, and the scene maintains coherent spatial relationships between the horse, rider, and terrain. However, there are occasional minor inconsistencies in limb articulation timing and wind interaction with the cape, which prevent a higher level of realism. Overall, the dynamics feel believable but not perfectly natural.\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 from the side and rear, the camera close to the ground, parallel to the galloping hooves. In the image, a muscular, inky-haired steed gallops at full speed across the vast, desolate Gobi Desert, its hooves flying and stirring up clouds of yellow dust. Aloft, a lone knight, leans forward, gripping the reins. His long, wind-twisted black hair, his bronzed face stern, his gaze piercing, like a hawk's, fixed on the distant horizon. He wears a heavy, rough black cape, which is violently lifted by the strong wind. It billows and tumbles behind him like an unfurled battle flag, forming a vast, powerful, and almost frozen black arc. On the horizon, a burning blood-red setting sun is slowly sinking under the endless sand dunes, dyeing the entire sky a strong orange-red and deep purple. The dazzling backlight outlines a circle of dazzling golden outline light for the knight and the horse. Their figures appear lonely and full of epic grandeur in the elongated shadows. The whole scene is filled with a desolate, resolute and unrestrained atmosphere in the high-speed movement.",
+ "seed": 7289,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_11/index_5730_seed_7289_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": 3.109375,
+ "video_score2_ta": 3.46875,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 9.75,
+ "avg": 9.734375,
+ "reward_records": [
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, dynamic tracking shot following a muscular, inky-haired steed galloping across a vast, desolate Gobi Desert. The scene features a lone knight on horseback, with wind-swept hair, a heavy dark cape, and a dramatic sunset palette that emphasizes a desolate, epic mood. The overall intent is to convey high-speed motion, stark landscape, and a sense of solitary grandeur.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the rider, horse, and desert, but there are occasional minor artifacts and slight softness in some frames. The lighting and color grading are generally consistent, yet not exceptionally sharp or cinematic. The sequence remains coherent and legible, though 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 muscular, dark-coated steed; a lone knight on horseback; a vast desert setting; a low-angle tracking perspective; and a dramatic sunset palette. The wind-swept hair, cape, and dynamic motion align with the description, and the scene conveys a sense of epic scale. Minor deviations exist in exact framing and some atmospheric details, but they do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible anatomy and motion for the horse and rider, with coherent lighting and environmental interaction. However, there are subtle inconsistencies in wind dynamics, cape behavior, and shadow geometry that prevent a higher level of realism. Overall, the dynamics feel believable but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 3.46875,
+ "MQ": 3.15625,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, dynamic tracking shot following a muscular, inky-haired steed galloping across a vast, desolate Gobi Desert. The scene features a lone knight on horseback, with wind-swept hair, a heavy dark cape, and a dramatic sunset palette that emphasizes a desolate, epic mood. The overall intent is to convey high-speed motion, stark landscape, and a sense of solitary grandeur.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the rider, horse, and desert, but there are occasional minor artifacts and slight softness in some frames. The lighting and color grading are generally consistent, yet not exceptionally sharp or cinematic. The sequence remains coherent and legible, though 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 muscular, dark-coated steed; a lone knight on horseback; a vast desert setting; a low-angle tracking perspective; and a dramatic sunset palette. The wind-swept hair, cape, and dynamic motion align with the description, and the scene conveys a sense of epic scale. Minor deviations exist in exact framing and some atmospheric details, but they do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible anatomy and motion for the horse and rider, with coherent lighting and environmental interaction. However, there are subtle inconsistencies in wind dynamics, cape behavior, and shadow geometry that prevent a higher level of realism. Overall, the dynamics feel believable but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_12/index_tensor([4791, 4791])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_12/index_tensor([4791, 4791])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ed68672c7f77a0324b68d6ddefa65e3db1d9849
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_12/index_tensor([4791, 4791])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "frantic, first-person perspective shot depicts the viewer as a spotted moth, the camera erratically darting and swerving across a sun-drenched meadow in a desperate chase. The world unfolds in JW's sublime, atmospheric style, reminiscent of a Turner painting, employing a wet-on-wet technique where colors bleed and shapes dissolve into a beautiful, chaotic blur. Just ahead, the target—another Pieris butterfly with delicate, powdery white wings—flickers and drifts out of focus, a fleeting beacon in a swirl of color. The camera plummets downward, and the towering blades of emerald green grass and vibrant wildflowers carve abstract streaks of crimson, gold, and azure. Then, it soars upward into a blazing, hazy sunlight that floods the lens, creating a luminous, dreamlike glow. The chase is a dizzying dance of rapid, desperate movements, as painterly landscapes of light and color swirl through the thick, warm air, creating an overwhelming atmosphere that is frantic in its pursuit and breathtakingly beautiful in its execution.",
+ "seed": 22747,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_12/index_4791_seed_22747_dp_24_rank_48_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.625,
+ "video_score2_ta": 3.046875,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 8.875,
+ "avg": 8.859375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "frantic, first-person perspective shot depicts the viewer as a spotted moth, the camera erratically darting and swerving across a sun-drenched meadow in a desperate chase. The world unfolds in JW's sublime, atmospheric style, reminiscent of a Turner painting, employing a wet-on-wet technique where colors bleed and shapes dissolve into a beautiful, chaotic blur. Just ahead, the target—another Pieris butterfly with delicate, powdery white wings—flickers and drifts out of focus, a fleeting beacon in a swirl of color. The camera plummets downward, and the towering blades of emerald green grass and vibrant wildflowers carve abstract streaks of crimson, gold, and azure. Then, it soars upward into a blazing, hazy sunlight that floods the lens, creating a luminous, dreamlike glow. The chase is a dizzying dance of rapid, desperate movements, as painterly landscapes of light and color swirl through the thick, warm air, creating an overwhelming atmosphere that is frantic in its pursuit and breathtakingly beautiful in its execution.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a frantic, first-person perspective shot where the viewer is a spotted moth chasing another Pieris butterfly through a sun-drenched meadow. It envisions a wet-on-wet painterly aesthetic with dynamic camera movement, culminating in a luminous, dreamlike chase.\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 faster movements. The lighting remains consistently warm and sunlit, and color grading yields a cohesive golden-hour palette. There are no major distortions or artifacts, and the composition stays coherent across the sequence. The softness reduces fine detail, but the scene maintains a consistent artistic look.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a first-person viewpoint, a meadow setting with tall grass and wildflowers, a butterfly present in the scene, and a warm, sun-drenched atmosphere. The camera motion conveys a sense of frantic movement and pursuit, aligning with the intended mood. Some aspects of the exact chase dynamics and the precise depiction of the butterfly’s behavior are not perfectly explicit, but the overall narrative alignment remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting, shadows, and environmental interactions feel plausible, and the butterfly’s flight appears generally believable within the scene. However, there are occasional minor inconsistencies in scale, timing of motion, and subtle physics cues that prevent a higher level of realism. Overall, the scene remains coherent and credible, though not flawless in physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.625,
+ "TA": 3.046875,
+ "MQ": 3.1875,
+ "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 frantic, first-person perspective shot where the viewer is a spotted moth chasing another Pieris butterfly through a sun-drenched meadow. It envisions a wet-on-wet painterly aesthetic with dynamic camera movement, culminating in a luminous, dreamlike chase.\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 faster movements. The lighting remains consistently warm and sunlit, and color grading yields a cohesive golden-hour palette. There are no major distortions or artifacts, and the composition stays coherent across the sequence. The softness reduces fine detail, but the scene maintains a consistent artistic look.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a first-person viewpoint, a meadow setting with tall grass and wildflowers, a butterfly present in the scene, and a warm, sun-drenched atmosphere. The camera motion conveys a sense of frantic movement and pursuit, aligning with the intended mood. Some aspects of the exact chase dynamics and the precise depiction of the butterfly’s behavior are not perfectly explicit, but the overall narrative alignment remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Lighting, shadows, and environmental interactions feel plausible, and the butterfly’s flight appears generally believable within the scene. However, there are occasional minor inconsistencies in scale, timing of motion, and subtle physics cues that prevent a higher level of realism. Overall, the scene remains coherent and credible, though not flawless in physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "frantic, first-person perspective shot depicts the viewer as a spotted moth, the camera erratically darting and swerving across a sun-drenched meadow in a desperate chase. The world unfolds in JW's sublime, atmospheric style, reminiscent of a Turner painting, employing a wet-on-wet technique where colors bleed and shapes dissolve into a beautiful, chaotic blur. Just ahead, the target—another Pieris butterfly with delicate, powdery white wings—flickers and drifts out of focus, a fleeting beacon in a swirl of color. The camera plummets downward, and the towering blades of emerald green grass and vibrant wildflowers carve abstract streaks of crimson, gold, and azure. Then, it soars upward into a blazing, hazy sunlight that floods the lens, creating a luminous, dreamlike glow. The chase is a dizzying dance of rapid, desperate movements, as painterly landscapes of light and color swirl through the thick, warm air, creating an overwhelming atmosphere that is frantic in its pursuit and breathtakingly beautiful in its execution.",
+ "seed": 22748,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_12/index_4791_seed_22748_dp_24_rank_48_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.703125,
+ "video_score2_ta": 2.375,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.125,
+ "avg": 8.125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "frantic, first-person perspective shot depicts the viewer as a spotted moth, the camera erratically darting and swerving across a sun-drenched meadow in a desperate chase. The world unfolds in JW's sublime, atmospheric style, reminiscent of a Turner painting, employing a wet-on-wet technique where colors bleed and shapes dissolve into a beautiful, chaotic blur. Just ahead, the target—another Pieris butterfly with delicate, powdery white wings—flickers and drifts out of focus, a fleeting beacon in a swirl of color. The camera plummets downward, and the towering blades of emerald green grass and vibrant wildflowers carve abstract streaks of crimson, gold, and azure. Then, it soars upward into a blazing, hazy sunlight that floods the lens, creating a luminous, dreamlike glow. The chase is a dizzying dance of rapid, desperate movements, as painterly landscapes of light and color swirl through the thick, warm air, creating an overwhelming atmosphere that is frantic in its pursuit and breathtakingly beautiful in its execution.",
+ "token_credit_reward": 8.125,
+ "selected_reward": 8.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a frantic, first-person perspective shot depicting the viewer as a spotted moth, with erratic camera movement across a sun-drenched meadow in a desperate chase. It envisions a world in a painterly, atmospheric style with wet-on-wet color bleeding, featuring a second butterfly with delicate, powdery white wings, and a sequence of rapid, chaotic movements culminating in a luminous, dreamlike glow.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The imagery adopts a painterly, soft-edged look with some blur and color blending, which aligns with the intended artistic style but reduces sharpness. The lighting remains consistently bright, and the composition stays coherent across frames. While there are no obvious distortions or artifacts, the overall clarity is not high, placing the visuals at a mid-range quality level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several key elements such as a sun-drenched meadow, a butterfly-like subject, and a dreamlike atmosphere with color dynamics. However, crucial aspects of the prompt — specifically a clearly identifiable spotted-moth viewpoint, a distinct second butterfly with delicate, powdery white wings, and a pronounced, frantic chase sequence — are not convincingly realized. The result reflects a moderate alignment rather than a strong one.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the butterfly moves through vegetation in a manner consistent with natural motion, and lighting/shadows behave coherently. There are no evident violations of basic physics or common-sense expectations. Overall, physical consistency is acceptable but not exceptional.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "soft_scores": {
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+ "TA": 2.375,
+ "MQ": 3.046875,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 frantic, first-person perspective shot depicting the viewer as a spotted moth, with erratic camera movement across a sun-drenched meadow in a desperate chase. It envisions a world in a painterly, atmospheric style with wet-on-wet color bleeding, featuring a second butterfly with delicate, powdery white wings, and a sequence of rapid, chaotic movements culminating in a luminous, dreamlike glow.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality. The imagery adopts a painterly, soft-edged look with some blur and color blending, which aligns with the intended artistic style but reduces sharpness. The lighting remains consistently bright, and the composition stays coherent across frames. While there are no obvious distortions or artifacts, the overall clarity is not high, placing the visuals at a mid-range quality level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several key elements such as a sun-drenched meadow, a butterfly-like subject, and a dreamlike atmosphere with color dynamics. However, crucial aspects of the prompt — specifically a clearly identifiable spotted-moth viewpoint, a distinct second butterfly with delicate, powdery white wings, and a pronounced, frantic chase sequence — are not convincingly realized. The result reflects a moderate alignment rather than a strong one.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the butterfly moves through vegetation in a manner consistent with natural motion, and lighting/shadows behave coherently. There are no evident violations of basic physics or common-sense expectations. Overall, physical consistency is acceptable but not exceptional.\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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+ "seed": 22749,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_12/index_4791_seed_22749_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 1.9921875,
+ "video_score2_ta": 1.8515625,
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+ "video_score2_overall": 5.28125,
+ "avg": 5.2734375,
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+ "question": "frantic, first-person perspective shot depicts the viewer as a spotted moth, the camera erratically darting and swerving across a sun-drenched meadow in a desperate chase. The world unfolds in JW's sublime, atmospheric style, reminiscent of a Turner painting, employing a wet-on-wet technique where colors bleed and shapes dissolve into a beautiful, chaotic blur. Just ahead, the target—another Pieris butterfly with delicate, powdery white wings—flickers and drifts out of focus, a fleeting beacon in a swirl of color. The camera plummets downward, and the towering blades of emerald green grass and vibrant wildflowers carve abstract streaks of crimson, gold, and azure. Then, it soars upward into a blazing, hazy sunlight that floods the lens, creating a luminous, dreamlike glow. The chase is a dizzying dance of rapid, desperate movements, as painterly landscapes of light and color swirl through the thick, warm air, creating an overwhelming atmosphere that is frantic in its pursuit and breathtakingly beautiful in its execution.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a frantic, first-person perspective shot where the viewer is a spotted moth chasing another Pieris butterfly through a sun-drenched meadow. It envisions a wet-on-wet painting aesthetic with colors bleeding and shapes dissolving into a chaotic blur, culminating in a luminous, dreamlike chase.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail in the butterfly and grass textures, but there are noticeable issues: motion blur and softness during movement, occasional overexposure in bright areas, and some instability in sharpness across frames. The lighting remains warm and atmospheric, yet the overall clarity does not reach high-fidelity levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a first-person viewpoint, a meadow setting, a butterfly target, and a sense of frantic, erratic motion. The color palette and painterly feel align with the intended artistic direction, though the exact wet-on-wet technique is not fully realized. The sequence conveys the chase and mood described in the prompt well.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The butterfly’s flight and interaction with grass and flowers follow plausible dynamics, and lighting remains coherent with the scene. Some minor inconsistencies appear in motion timing or scale between frames, preventing a higher level of realism.\n\nScoring Breakdown:\nVisual Quality: 3; Text-to-Video Alignment: 4; Physical Consistency: 3\n\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": 1.9921875,
+ "TA": 1.8515625,
+ "MQ": 1.4296875,
+ "Overall": 5.28125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a frantic, first-person perspective shot where the viewer is a spotted moth chasing another Pieris butterfly through a sun-drenched meadow. It envisions a wet-on-wet painting aesthetic with colors bleeding and shapes dissolving into a chaotic blur, culminating in a luminous, dreamlike chase.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail in the butterfly and grass textures, but there are noticeable issues: motion blur and softness during movement, occasional overexposure in bright areas, and some instability in sharpness across frames. The lighting remains warm and atmospheric, yet the overall clarity does not reach high-fidelity levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a first-person viewpoint, a meadow setting, a butterfly target, and a sense of frantic, erratic motion. The color palette and painterly feel align with the intended artistic direction, though the exact wet-on-wet technique is not fully realized. The sequence conveys the chase and mood described in the prompt well.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The butterfly’s flight and interaction with grass and flowers follow plausible dynamics, and lighting remains coherent with the scene. Some minor inconsistencies appear in motion timing or scale between frames, preventing a higher level of realism.\n\nScoring Breakdown:\nVisual Quality: 3; Text-to-Video Alignment: 4; Physical Consistency: 3\n\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"
+ ]
+ },
+ {
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+ "seed": 22750,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_12/index_4791_seed_22750_dp_25_rank_50_sample_3_slot_1.mp4",
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+ "video_score2_vq": 2.40625,
+ "video_score2_ta": 3.46875,
+ "video_score2_mq": 3.25,
+ "video_score2_overall": 9.125,
+ "avg": 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. 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 frantic, first-person perspective shot depicting the viewer as a spotted moth, with erratic camera movement across a sun-drenched meadow in a desperate chase. It envisions a world in a painterly, atmospheric style with wet-on-wet color bleeding, featuring a second butterfly with delicate, powdery white wings, and a sequence where the camera plummets downward, then soars upward into bright sunlight, producing a luminous, dreamlike glow and an overwhelming, chaotic atmosphere.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The imagery shows some softness and mild blur, but the scene remains legible and coherent. There is occasional motion blur and slight instability, yet these do not dominate the viewing experience. Colors are vivid and lighting is warm, contributing to a painterly mood, though sharpness and fine detail are not consistently maintained throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a first-person viewpoint, a meadow setting, and a butterfly-like subject with white wings. The chase is conveyed through dynamic camera movement, and the atmospheric, painterly treatment aligns with the intended style. Some specifics, such as explicit wet-on-wet color bleeding or the exact phrasing of certain descriptive cues, are present but not emphasized with perfect precision. Nevertheless, the overall narrative and visual intent align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The motion and interactions feel plausible within a dreamlike, artistic context, with no glaring violations of basic physics. Occasional minor inconsistencies in scale or timing may appear due to stylistic choices, but they do not severely undermine 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": 2.40625,
+ "TA": 3.46875,
+ "MQ": 3.25,
+ "Overall": 9.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 frantic, first-person perspective shot depicting the viewer as a spotted moth, with erratic camera movement across a sun-drenched meadow in a desperate chase. It envisions a world in a painterly, atmospheric style with wet-on-wet color bleeding, featuring a second butterfly with delicate, powdery white wings, and a sequence where the camera plummets downward, then soars upward into bright sunlight, producing a luminous, dreamlike glow and an overwhelming, chaotic atmosphere.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The imagery shows some softness and mild blur, but the scene remains legible and coherent. There is occasional motion blur and slight instability, yet these do not dominate the viewing experience. Colors are vivid and lighting is warm, contributing to a painterly mood, though sharpness and fine detail are not consistently maintained throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a first-person viewpoint, a meadow setting, and a butterfly-like subject with white wings. The chase is conveyed through dynamic camera movement, and the atmospheric, painterly treatment aligns with the intended style. Some specifics, such as explicit wet-on-wet color bleeding or the exact phrasing of certain descriptive cues, are present but not emphasized with perfect precision. Nevertheless, the overall narrative and visual intent align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The motion and interactions feel plausible within a dreamlike, artistic context, with no glaring violations of basic physics. Occasional minor inconsistencies in scale or timing may appear due to stylistic choices, but they do not severely undermine coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_15/index_tensor([4833, 4833])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_15/index_tensor([4833, 4833])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..67026c165bce6bfaa59d4fe1d5b701c2e353acef
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_15/index_tensor([4833, 4833])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "nearly static shot, taken from a medium angle, captures an anime-inspired girl dressed in a classic white sailor suit and a dark blue scarf. With shoulder-length dark brown hair and flowing bangs, she sits sideways at a wooden desk by the window, one hand resting on her chin as she gazes thoughtfully out the window, a hint of yearning in her eyes. The classroom's sliding windows are wide open, and pink and white cherry blossom petals, carried by the afternoon breeze, swirl and drift gently across the window lattice, a few even landing on the corner of her desk and the worn wooden windowsill. Soft sunlight pours in, casting a warm filter over the scene, illuminating the airborne dust and petals, and giving the image a soft, anime-inspired watercolor hue, with desaturated colors and a slightly hazy edge. Behind her, out of focus, other students, gathered in groups of three or four, wearing the same uniforms, their figures and movements, whispering or flipping through books, appear blurred and soft in the frame, forming a vivid background. The entire composition is full of tranquility and poetry, perfectly recreating the warm and slightly sentimental nostalgic atmosphere unique to typical daily life anime.",
+ "seed": 4876,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_15/index_4833_seed_4876_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.734375,
+ "video_score2_ta": 4.125,
+ "video_score2_mq": 4.0,
+ "video_score2_overall": 11.875,
+ "avg": 11.859375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "nearly static shot, taken from a medium angle, captures an anime-inspired girl dressed in a classic white sailor suit and a dark blue scarf. With shoulder-length dark brown hair and flowing bangs, she sits sideways at a wooden desk by the window, one hand resting on her chin as she gazes thoughtfully out the window, a hint of yearning in her eyes. The classroom's sliding windows are wide open, and pink and white cherry blossom petals, carried by the afternoon breeze, swirl and drift gently across the window lattice, a few even landing on the corner of her desk and the worn wooden windowsill. Soft sunlight pours in, casting a warm filter over the scene, illuminating the airborne dust and petals, and giving the image a soft, anime-inspired watercolor hue, with desaturated colors and a slightly hazy edge. Behind her, out of focus, other students, gathered in groups of three or four, wearing the same uniforms, their figures and movements, whispering or flipping through books, appear blurred and soft in the frame, forming a vivid background. The entire composition is full of tranquility and poetry, perfectly recreating the warm and slightly sentimental nostalgic atmosphere unique to typical daily life anime.",
+ "token_credit_reward": 11.875,
+ "selected_reward": 11.875,
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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 nearly static shot from a medium angle featuring an anime-inspired girl in a classic white sailor suit with a dark blue scarf, shoulder-length dark brown hair with flowing bangs, seated sideways at a wooden desk by a window, one hand resting on her chin as she gazes thoughtfully out the window with a hint of yearning. The classroom has wide open sliding windows, pink and white cherry blossom petals drift across the window lattice, and soft sunlight casts a warm filter over the scene with desaturated colors and a slightly hazy edge. Other students in uniforms are present in the background, appearing blurred and soft, contributing to a tranquil, nostalgic atmosphere.\n\nVisual Quality Analysis:\nThe frames show solid rendering with clear line work and consistent anime aesthetics. The character design remains coherent across shots, and the color palette aligns with the described desaturated tones. Lighting and atmosphere are well captured, with a gentle warmth that supports the mood. There is some minor softness in fine details, but no major artifacts or distortions. Overall, Visual Quality is strong and aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video largely reflects the prompt elements: the nearly static medium-angle shot, the girl in a white sailor suit with a dark blue scarf, shoulder-length dark hair with bangs, seated sideways at a wooden desk by a window, one hand near the chin, and a contemplative gaze toward the window. The background includes multiple students in uniforms, and the scene features pink and white petals drifting in a gentle breeze with soft sunlight and a hazy, watercolor-like aesthetic. While most details match closely, there are a few minor deviations (e.g., exact shade of the scarf or the precise positioning of the hand) that prevent a perfect 5. Overall alignment is strong and corresponds to a score of 4.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible spatial relationships, lighting, and motion within the anime style. Petals drift with believable trajectories, and the characters’ proportions remain consistent. A few micro-level inconsistencies exist (e.g., slight variations in petal speed or subtle shifts in background blur), but they do not disrupt overall coherence. This yields a solid 4 for Physical Consistency.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.734375,
+ "TA": 4.125,
+ "MQ": 4.0,
+ "Overall": 11.875
+ }
+ }
+ ],
+ "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 nearly static shot from a medium angle featuring an anime-inspired girl in a classic white sailor suit with a dark blue scarf, shoulder-length dark brown hair with flowing bangs, seated sideways at a wooden desk by a window, one hand resting on her chin as she gazes thoughtfully out the window with a hint of yearning. The classroom has wide open sliding windows, pink and white cherry blossom petals drift across the window lattice, and soft sunlight casts a warm filter over the scene with desaturated colors and a slightly hazy edge. Other students in uniforms are present in the background, appearing blurred and soft, contributing to a tranquil, nostalgic atmosphere.\n\nVisual Quality Analysis:\nThe frames show solid rendering with clear line work and consistent anime aesthetics. The character design remains coherent across shots, and the color palette aligns with the described desaturated tones. Lighting and atmosphere are well captured, with a gentle warmth that supports the mood. There is some minor softness in fine details, but no major artifacts or distortions. Overall, Visual Quality is strong and aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video largely reflects the prompt elements: the nearly static medium-angle shot, the girl in a white sailor suit with a dark blue scarf, shoulder-length dark hair with bangs, seated sideways at a wooden desk by a window, one hand near the chin, and a contemplative gaze toward the window. The background includes multiple students in uniforms, and the scene features pink and white petals drifting in a gentle breeze with soft sunlight and a hazy, watercolor-like aesthetic. While most details match closely, there are a few minor deviations (e.g., exact shade of the scarf or the precise positioning of the hand) that prevent a perfect 5. Overall alignment is strong and corresponds to a score of 4.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible spatial relationships, lighting, and motion within the anime style. Petals drift with believable trajectories, and the characters’ proportions remain consistent. A few micro-level inconsistencies exist (e.g., slight variations in petal speed or subtle shifts in background blur), but they do not disrupt overall coherence. This yields a solid 4 for Physical Consistency.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "nearly static shot, taken from a medium angle, captures an anime-inspired girl dressed in a classic white sailor suit and a dark blue scarf. With shoulder-length dark brown hair and flowing bangs, she sits sideways at a wooden desk by the window, one hand resting on her chin as she gazes thoughtfully out the window, a hint of yearning in her eyes. The classroom's sliding windows are wide open, and pink and white cherry blossom petals, carried by the afternoon breeze, swirl and drift gently across the window lattice, a few even landing on the corner of her desk and the worn wooden windowsill. Soft sunlight pours in, casting a warm filter over the scene, illuminating the airborne dust and petals, and giving the image a soft, anime-inspired watercolor hue, with desaturated colors and a slightly hazy edge. Behind her, out of focus, other students, gathered in groups of three or four, wearing the same uniforms, their figures and movements, whispering or flipping through books, appear blurred and soft in the frame, forming a vivid background. The entire composition is full of tranquility and poetry, perfectly recreating the warm and slightly sentimental nostalgic atmosphere unique to typical daily life anime.",
+ "seed": 4877,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_15/index_4833_seed_4877_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
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+ "video_score2_vq": 3.796875,
+ "video_score2_ta": 4.28125,
+ "video_score2_mq": 4.0,
+ "video_score2_overall": 12.0625,
+ "avg": 12.078125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "nearly static shot, taken from a medium angle, captures an anime-inspired girl dressed in a classic white sailor suit and a dark blue scarf. With shoulder-length dark brown hair and flowing bangs, she sits sideways at a wooden desk by the window, one hand resting on her chin as she gazes thoughtfully out the window, a hint of yearning in her eyes. The classroom's sliding windows are wide open, and pink and white cherry blossom petals, carried by the afternoon breeze, swirl and drift gently across the window lattice, a few even landing on the corner of her desk and the worn wooden windowsill. Soft sunlight pours in, casting a warm filter over the scene, illuminating the airborne dust and petals, and giving the image a soft, anime-inspired watercolor hue, with desaturated colors and a slightly hazy edge. Behind her, out of focus, other students, gathered in groups of three or four, wearing the same uniforms, their figures and movements, whispering or flipping through books, appear blurred and soft in the frame, forming a vivid background. The entire composition is full of tranquility and poetry, perfectly recreating the warm and slightly sentimental nostalgic atmosphere unique to typical daily life anime.",
+ "token_credit_reward": 12.0625,
+ "selected_reward": 12.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a nearly static shot from a medium angle featuring an anime-inspired girl in a classic white sailor suit with a dark blue scarf, shoulder-length dark brown hair with flowing bangs, seated sideways at a wooden desk by a window, one hand resting on her chin as she gazes thoughtfully out the window. The scene includes pink and white cherry blossom petals drifting across the window lattice, soft sunlight pouring in with a warm filter, and a background of blurred students in uniform, conveying a tranquil, slightly nostalgic anime atmosphere.\n\nVisual Quality Assessment:\nThe visuals are solid overall. The rendering maintains clear line work and consistent anime aesthetics, with well-defined character features and coherent lighting. The color palette is warm and desaturated, contributing to the intended mood. There is some mild softness and occasional minor blur that prevent a perfect crispness, but there are no major distortions or artifacts. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video closely follows the prompt: the character design, attire (white sailor suit with dark blue scarf), hair length and bangs, the seated pose, the wooden desk, the window setting, and the drifting cherry blossoms are all present. The background elements and the warm lighting reinforce the described atmosphere. The alignment is strong and faithful, though not flawless; minor deviations may exist in background details or timing, resulting in a near-perfect match corresponding to a score of 4.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior within an anime context: the character’s posture, the interaction of light and petals, and the spatial relationships feel coherent. There are no obvious physics violations, and the overall scene maintains internal consistency. Some very minor inconsistencies could be noted upon close inspection, but they do not undermine the overall coherence, supporting a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.796875,
+ "TA": 4.28125,
+ "MQ": 4.0,
+ "Overall": 12.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a nearly static shot from a medium angle featuring an anime-inspired girl in a classic white sailor suit with a dark blue scarf, shoulder-length dark brown hair with flowing bangs, seated sideways at a wooden desk by a window, one hand resting on her chin as she gazes thoughtfully out the window. The scene includes pink and white cherry blossom petals drifting across the window lattice, soft sunlight pouring in with a warm filter, and a background of blurred students in uniform, conveying a tranquil, slightly nostalgic anime atmosphere.\n\nVisual Quality Assessment:\nThe visuals are solid overall. The rendering maintains clear line work and consistent anime aesthetics, with well-defined character features and coherent lighting. The color palette is warm and desaturated, contributing to the intended mood. There is some mild softness and occasional minor blur that prevent a perfect crispness, but there are no major distortions or artifacts. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video closely follows the prompt: the character design, attire (white sailor suit with dark blue scarf), hair length and bangs, the seated pose, the wooden desk, the window setting, and the drifting cherry blossoms are all present. The background elements and the warm lighting reinforce the described atmosphere. The alignment is strong and faithful, though not flawless; minor deviations may exist in background details or timing, resulting in a near-perfect match corresponding to a score of 4.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior within an anime context: the character’s posture, the interaction of light and petals, and the spatial relationships feel coherent. There are no obvious physics violations, and the overall scene maintains internal consistency. Some very minor inconsistencies could be noted upon close inspection, but they do not undermine the overall coherence, supporting a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "nearly static shot, taken from a medium angle, captures an anime-inspired girl dressed in a classic white sailor suit and a dark blue scarf. With shoulder-length dark brown hair and flowing bangs, she sits sideways at a wooden desk by the window, one hand resting on her chin as she gazes thoughtfully out the window, a hint of yearning in her eyes. The classroom's sliding windows are wide open, and pink and white cherry blossom petals, carried by the afternoon breeze, swirl and drift gently across the window lattice, a few even landing on the corner of her desk and the worn wooden windowsill. Soft sunlight pours in, casting a warm filter over the scene, illuminating the airborne dust and petals, and giving the image a soft, anime-inspired watercolor hue, with desaturated colors and a slightly hazy edge. Behind her, out of focus, other students, gathered in groups of three or four, wearing the same uniforms, their figures and movements, whispering or flipping through books, appear blurred and soft in the frame, forming a vivid background. The entire composition is full of tranquility and poetry, perfectly recreating the warm and slightly sentimental nostalgic atmosphere unique to typical daily life anime.",
+ "seed": 4878,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_15/index_4833_seed_4878_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": 3.90625,
+ "video_score2_ta": 4.0,
+ "video_score2_mq": 4.03125,
+ "video_score2_overall": 11.9375,
+ "avg": 11.9375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "nearly static shot, taken from a medium angle, captures an anime-inspired girl dressed in a classic white sailor suit and a dark blue scarf. With shoulder-length dark brown hair and flowing bangs, she sits sideways at a wooden desk by the window, one hand resting on her chin as she gazes thoughtfully out the window, a hint of yearning in her eyes. The classroom's sliding windows are wide open, and pink and white cherry blossom petals, carried by the afternoon breeze, swirl and drift gently across the window lattice, a few even landing on the corner of her desk and the worn wooden windowsill. Soft sunlight pours in, casting a warm filter over the scene, illuminating the airborne dust and petals, and giving the image a soft, anime-inspired watercolor hue, with desaturated colors and a slightly hazy edge. Behind her, out of focus, other students, gathered in groups of three or four, wearing the same uniforms, their figures and movements, whispering or flipping through books, appear blurred and soft in the frame, forming a vivid background. The entire composition is full of tranquility and poetry, perfectly recreating the warm and slightly sentimental nostalgic atmosphere unique to typical daily life anime.",
+ "token_credit_reward": 11.9375,
+ "selected_reward": 11.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a nearly static shot from a medium angle featuring an anime-inspired girl in a classic white sailor suit with a dark blue scarf, shoulder-length dark brown hair with flowing bangs, seated sideways at a wooden desk by a window, one hand resting on her chin as she gazes thoughtfully out the window with a hint of yearning. The classroom has wide open sliding windows, pink and white cherry blossom petals carried by the afternoon breeze, drifting across the window lattice and landing on the desk and worn wooden windowsill. Soft sunlight pours in, casting a warm filter over the scene, illuminating airborne dust and petals and giving the image a soft, anime-inspired watercolor hue with desaturated colors and a slightly hazy edge. Behind her, out of focus, other students in uniforms are present, their figures and movements blurred and soft, forming a vivid background. The overall mood is tranquil and poetic, capturing a warm, slightly nostalgic anime atmosphere.\n\nVisual Quality Assessment:\nThe visuals are solid and coherent with the described aesthetic. The rendering maintains consistent anime styling, clear character design, and a cohesive color palette that supports the watercolor-like look. Lighting and shadows are generally well-handled, and the scene remains readable throughout. However, there are minor imperfections—occasional slight softness in fine details and very subtle color grading inconsistencies—that prevent a perfect top-tier score. Overall, Visual Quality is strong but not flawless (roughly 4/5).\n\nText-to-Video Alignment Assessment:\nThe video aligns closely with the prompt, capturing the essential elements: the anime-inspired girl, the white sailor suit with a dark blue scarf, shoulder-length dark brown hair with bangs, seated sideways at a wooden desk by a window, the contemplative pose with a hand near the chin, the warm, soft-lit atmosphere, and the presence of cherry blossoms and other students in the background. The alignment is strong and faithful overall, with only minor deviations in background activity or exact timing of petal motion that do not significantly detract from the match. This corresponds to a high-but-not-perfect alignment score (roughly 4/5).\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior within an anime context. Character proportions, lighting, and object interactions follow reasonable expectations, and the background blur and depth cues support a believable environment. There are no glaring logical inconsistencies; however, a few small details could be tightened to reach perfect common-sense coherence (roughly 4/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.90625,
+ "TA": 4.0,
+ "MQ": 4.03125,
+ "Overall": 11.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a nearly static shot from a medium angle featuring an anime-inspired girl in a classic white sailor suit with a dark blue scarf, shoulder-length dark brown hair with flowing bangs, seated sideways at a wooden desk by a window, one hand resting on her chin as she gazes thoughtfully out the window with a hint of yearning. The classroom has wide open sliding windows, pink and white cherry blossom petals carried by the afternoon breeze, drifting across the window lattice and landing on the desk and worn wooden windowsill. Soft sunlight pours in, casting a warm filter over the scene, illuminating airborne dust and petals and giving the image a soft, anime-inspired watercolor hue with desaturated colors and a slightly hazy edge. Behind her, out of focus, other students in uniforms are present, their figures and movements blurred and soft, forming a vivid background. The overall mood is tranquil and poetic, capturing a warm, slightly nostalgic anime atmosphere.\n\nVisual Quality Assessment:\nThe visuals are solid and coherent with the described aesthetic. The rendering maintains consistent anime styling, clear character design, and a cohesive color palette that supports the watercolor-like look. Lighting and shadows are generally well-handled, and the scene remains readable throughout. However, there are minor imperfections—occasional slight softness in fine details and very subtle color grading inconsistencies—that prevent a perfect top-tier score. Overall, Visual Quality is strong but not flawless (roughly 4/5).\n\nText-to-Video Alignment Assessment:\nThe video aligns closely with the prompt, capturing the essential elements: the anime-inspired girl, the white sailor suit with a dark blue scarf, shoulder-length dark brown hair with bangs, seated sideways at a wooden desk by a window, the contemplative pose with a hand near the chin, the warm, soft-lit atmosphere, and the presence of cherry blossoms and other students in the background. The alignment is strong and faithful overall, with only minor deviations in background activity or exact timing of petal motion that do not significantly detract from the match. This corresponds to a high-but-not-perfect alignment score (roughly 4/5).\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior within an anime context. Character proportions, lighting, and object interactions follow reasonable expectations, and the background blur and depth cues support a believable environment. There are no glaring logical inconsistencies; however, a few small details could be tightened to reach perfect common-sense coherence (roughly 4/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "nearly static shot, taken from a medium angle, captures an anime-inspired girl dressed in a classic white sailor suit and a dark blue scarf. With shoulder-length dark brown hair and flowing bangs, she sits sideways at a wooden desk by the window, one hand resting on her chin as she gazes thoughtfully out the window, a hint of yearning in her eyes. The classroom's sliding windows are wide open, and pink and white cherry blossom petals, carried by the afternoon breeze, swirl and drift gently across the window lattice, a few even landing on the corner of her desk and the worn wooden windowsill. Soft sunlight pours in, casting a warm filter over the scene, illuminating the airborne dust and petals, and giving the image a soft, anime-inspired watercolor hue, with desaturated colors and a slightly hazy edge. Behind her, out of focus, other students, gathered in groups of three or four, wearing the same uniforms, their figures and movements, whispering or flipping through books, appear blurred and soft in the frame, forming a vivid background. The entire composition is full of tranquility and poetry, perfectly recreating the warm and slightly sentimental nostalgic atmosphere unique to typical daily life anime.",
+ "seed": 4879,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_15/index_4833_seed_4879_dp_31_rank_62_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 1,
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+ "video_score2_vq": 3.609375,
+ "video_score2_ta": 3.90625,
+ "video_score2_mq": 3.96875,
+ "video_score2_overall": 11.5,
+ "avg": 11.484375,
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+ "question_id": "videoscore2_overall",
+ "question": "nearly static shot, taken from a medium angle, captures an anime-inspired girl dressed in a classic white sailor suit and a dark blue scarf. With shoulder-length dark brown hair and flowing bangs, she sits sideways at a wooden desk by the window, one hand resting on her chin as she gazes thoughtfully out the window, a hint of yearning in her eyes. The classroom's sliding windows are wide open, and pink and white cherry blossom petals, carried by the afternoon breeze, swirl and drift gently across the window lattice, a few even landing on the corner of her desk and the worn wooden windowsill. Soft sunlight pours in, casting a warm filter over the scene, illuminating the airborne dust and petals, and giving the image a soft, anime-inspired watercolor hue, with desaturated colors and a slightly hazy edge. Behind her, out of focus, other students, gathered in groups of three or four, wearing the same uniforms, their figures and movements, whispering or flipping through books, appear blurred and soft in the frame, forming a vivid background. The entire composition is full of tranquility and poetry, perfectly recreating the warm and slightly sentimental nostalgic atmosphere unique to typical daily life anime.",
+ "token_credit_reward": 11.5,
+ "selected_reward": 11.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a nearly static shot from a medium angle featuring an anime-inspired girl in a classic white sailor suit with a dark blue scarf, shoulder-length dark brown hair with flowing bangs, seated sideways at a wooden desk by a window, one hand resting on her chin as she gazes thoughtfully out the window with a hint of yearning. The classroom has wide open sliding windows, pink and white cherry blossom petals drift across the window lattice, and soft sunlight casts a warm filter over the scene with desaturated colors and a slightly hazy edge. Other students wear the same uniforms and are blurred in the background, contributing to a tranquil, nostalgic atmosphere.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The anime style remains consistent, with clear character design and coherent color grading that supports the warm, soft aesthetic. The lighting and atmosphere feel intentional and well-executed, and the background blur helps separate focal elements. There are no major distortions or artifacts, though occasional minor softness or slight motion blur can be observed, which is acceptable for a near-static sequence. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video largely matches the prompt: the medium-angle framing, the anime-inspired girl, the white sailor suit, the dark blue scarf, shoulder-length hair with bangs, the wooden desk, the window setting, the contemplative pose, and the drifting cherry blossoms are all present. The scene conveys the intended mood and composition, and the background activity is appropriately blurred. A few very minor deviations exist (e.g., exact shade of the scarf or the precise number of background students), but they do not significantly detract from alignment. Overall, Text-to-Video Alignment corresponds to a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships, lighting, and motion within the anime aesthetic. The girl’s positioning, the petal movement, and the classroom context behave consistently with the described scenario, and there are no obvious logical contradictions. Minor stylization or timing nuances may occur due to artistic interpretation, but they do not undermine coherence. Overall, Physical/Common-sense Consistency is rated 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": 3.609375,
+ "TA": 3.90625,
+ "MQ": 3.96875,
+ "Overall": 11.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a nearly static shot from a medium angle featuring an anime-inspired girl in a classic white sailor suit with a dark blue scarf, shoulder-length dark brown hair with flowing bangs, seated sideways at a wooden desk by a window, one hand resting on her chin as she gazes thoughtfully out the window with a hint of yearning. The classroom has wide open sliding windows, pink and white cherry blossom petals drift across the window lattice, and soft sunlight casts a warm filter over the scene with desaturated colors and a slightly hazy edge. Other students wear the same uniforms and are blurred in the background, contributing to a tranquil, nostalgic atmosphere.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The anime style remains consistent, with clear character design and coherent color grading that supports the warm, soft aesthetic. The lighting and atmosphere feel intentional and well-executed, and the background blur helps separate focal elements. There are no major distortions or artifacts, though occasional minor softness or slight motion blur can be observed, which is acceptable for a near-static sequence. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video largely matches the prompt: the medium-angle framing, the anime-inspired girl, the white sailor suit, the dark blue scarf, shoulder-length hair with bangs, the wooden desk, the window setting, the contemplative pose, and the drifting cherry blossoms are all present. The scene conveys the intended mood and composition, and the background activity is appropriately blurred. A few very minor deviations exist (e.g., exact shade of the scarf or the precise number of background students), but they do not significantly detract from alignment. Overall, Text-to-Video Alignment corresponds to a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships, lighting, and motion within the anime aesthetic. The girl’s positioning, the petal movement, and the classroom context behave consistently with the described scenario, and there are no obvious logical contradictions. Minor stylization or timing nuances may occur due to artistic interpretation, but they do not undermine coherence. Overall, Physical/Common-sense Consistency is rated 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_2/index_tensor([8905, 8905])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_2/index_tensor([8905, 8905])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..968f4b2d1ef315fde00a1a49d1a8671396382c76
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_2/index_tensor([8905, 8905])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 19803,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_2/index_8905_seed_19803_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": 3.421875,
+ "video_score2_ta": 1.71875,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 8.3125,
+ "avg": 8.328125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up, rendered in crisp 4K, captures a delicate wolf spider, its intricate seed head trembling gracefully against the overwhelming force of nature. Each feathery bristle of the plume is rendered in surreal detail, appearing almost silvery and translucent as it holds its shape. The camera utilizes a very shallow depth of field to achieve a profound sense of isolation, allowing this solitary seed head to remain in sharp, unwavering focus while a swirling blizzard of fine sand grains engulfs the surrounding space. The background dissolves into a chaotic, blurred vortex of motion, a turbulent swirl of golden-brown sand that whips and swirls violently. Intense sunlight, heavily scattered by the dense storm, bathes the scene in a bright, luminous mist, causing individual grains of sand flying past the lens to shimmer like tiny, fleeting sparks. Dominated by a warm, monochromatic palette of ochre and sepia, the entire image creates a powerful and atmospheric contrast between the tranquil, resilient beauty of the plant and the chaotic, all-consuming power of the sandstorm.",
+ "token_credit_reward": 8.3125,
+ "selected_reward": 8.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a delicate wolf spider with a seed head, rendered in crisp 4K, with intricate seed details, a surreal, silvery/translucent appearance, a very shallow depth of field, and a dramatic sandstorm environment. In practice, the video presents a close-up subject but does not realize most of the described elements; the alignment to the prompt is limited.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals show a close-up subject with reasonable sharpness, but overall the presentation reads as moderate rather than high-end. The resolution is adequate but not exceptional, and there is little variation across frames due to minimal movement. The depth-of-field effect is present but not strongly pronounced, and the lighting remains fairly flat with limited dynamic range. The color palette is warm and desaturated, which is consistent with parts of the prompt but does not compensate for missing atmospheric richness. Overall, the visual quality is acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nCompared to the prompt, the video only partially aligns. A close-up subject is present, but the key elements—wolf spider identity, seed head with delicate, intricate features, surreal translucency, and the dramatic sandstorm context—are not realized. The scene lacks the intended atmospheric dynamics (swirling sand, light scattering, and a vivid, chaotic background). The result is a moderate level of alignment rather than faithful fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible micro-level realism: the subject’s anatomy and the lighting appear coherent, and there are no obvious physical contradictions. However, the absence of environmental interaction and the lack of the described dramatic physics reduce the perceived realism relative to the prompt. Overall, physical consistency is acceptable but not compelling.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 1.71875,
+ "MQ": 3.1875,
+ "Overall": 8.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a delicate wolf spider with a seed head, rendered in crisp 4K, with intricate seed details, a surreal, silvery/translucent appearance, a very shallow depth of field, and a dramatic sandstorm environment. In practice, the video presents a close-up subject but does not realize most of the described elements; the alignment to the prompt is limited.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals show a close-up subject with reasonable sharpness, but overall the presentation reads as moderate rather than high-end. The resolution is adequate but not exceptional, and there is little variation across frames due to minimal movement. The depth-of-field effect is present but not strongly pronounced, and the lighting remains fairly flat with limited dynamic range. The color palette is warm and desaturated, which is consistent with parts of the prompt but does not compensate for missing atmospheric richness. Overall, the visual quality is acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nCompared to the prompt, the video only partially aligns. A close-up subject is present, but the key elements—wolf spider identity, seed head with delicate, intricate features, surreal translucency, and the dramatic sandstorm context—are not realized. The scene lacks the intended atmospheric dynamics (swirling sand, light scattering, and a vivid, chaotic background). The result is a moderate level of alignment rather than faithful fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible micro-level realism: the subject’s anatomy and the lighting appear coherent, and there are no obvious physical contradictions. However, the absence of environmental interaction and the lack of the described dramatic physics reduce the perceived realism relative to the prompt. Overall, physical consistency is acceptable but not compelling.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme close-up, rendered in crisp 4K, captures a delicate wolf spider, its intricate seed head trembling gracefully against the overwhelming force of nature. Each feathery bristle of the plume is rendered in surreal detail, appearing almost silvery and translucent as it holds its shape. The camera utilizes a very shallow depth of field to achieve a profound sense of isolation, allowing this solitary seed head to remain in sharp, unwavering focus while a swirling blizzard of fine sand grains engulfs the surrounding space. The background dissolves into a chaotic, blurred vortex of motion, a turbulent swirl of golden-brown sand that whips and swirls violently. Intense sunlight, heavily scattered by the dense storm, bathes the scene in a bright, luminous mist, causing individual grains of sand flying past the lens to shimmer like tiny, fleeting sparks. Dominated by a warm, monochromatic palette of ochre and sepia, the entire image creates a powerful and atmospheric contrast between the tranquil, resilient beauty of the plant and the chaotic, all-consuming power of the sandstorm.",
+ "seed": 19804,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_2/index_8905_seed_19804_dp_4_rank_8_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.953125,
+ "video_score2_ta": 1.9375,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 9.125,
+ "avg": 9.15625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up, rendered in crisp 4K, captures a delicate wolf spider, its intricate seed head trembling gracefully against the overwhelming force of nature. Each feathery bristle of the plume is rendered in surreal detail, appearing almost silvery and translucent as it holds its shape. The camera utilizes a very shallow depth of field to achieve a profound sense of isolation, allowing this solitary seed head to remain in sharp, unwavering focus while a swirling blizzard of fine sand grains engulfs the surrounding space. The background dissolves into a chaotic, blurred vortex of motion, a turbulent swirl of golden-brown sand that whips and swirls violently. Intense sunlight, heavily scattered by the dense storm, bathes the scene in a bright, luminous mist, causing individual grains of sand flying past the lens to shimmer like tiny, fleeting sparks. Dominated by a warm, monochromatic palette of ochre and sepia, the entire image creates a powerful and atmospheric contrast between the tranquil, resilient beauty of the plant and the chaotic, all-consuming power of the sandstorm.",
+ "token_credit_reward": 9.125,
+ "selected_reward": 9.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up with a delicate wolf spider on a seed head, rendered in crisp 4K, featuring intricate seed head details, a shallow depth of field, and a dramatic sandstorm environment with intense sunlight and dynamic motion. The actual video, however, presents a largely static frame sequence with minimal movement, lacking the described dynamic elements such as the swirling sand, atmospheric lighting, and pronounced depth-of-field effects. Overall, the alignment with the prompt is limited, reflecting a low-to-moderate fidelity to the intended creative vision.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of the seed head and the small insect, with natural colors and generally good lighting. However, the sequence appears largely static across frames, with little perceptible motion or progression, which reduces the perceived dynamism of the scene. There are no obvious artifacts or distortions, but the overall visual impact is constrained by the lack of movement and cinematic polish. In sum, visual quality is acceptable but not compelling, aligning with a mid-range assessment rather than a high-fidelity portrayal.\n\nText-to-Video Alignment Analysis:\nThere is partial correspondence to the prompt in terms of subject matter (a seed head and a small arachnid) and a close-up framing. Yet the core requirements—dynamic sandstorm action, atmospheric lighting, and a pronounced depth-of-field effect—are not realized. The result is a moderate level of alignment: some elements match, but the essential narrative and stylistic cues from the prompt are missing, yielding a middle-ground evaluation.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and naturalistic rendering of the seed head and insect, with coherent lighting and texture. The absence of motion does not introduce obvious physical inconsistencies; it simply limits the depiction of the intended environmental drama. Overall, physical/common-sense consistency remains solid but unremarkable due to the static presentation.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 1.9375,
+ "MQ": 3.265625,
+ "Overall": 9.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up with a delicate wolf spider on a seed head, rendered in crisp 4K, featuring intricate seed head details, a shallow depth of field, and a dramatic sandstorm environment with intense sunlight and dynamic motion. The actual video, however, presents a largely static frame sequence with minimal movement, lacking the described dynamic elements such as the swirling sand, atmospheric lighting, and pronounced depth-of-field effects. Overall, the alignment with the prompt is limited, reflecting a low-to-moderate fidelity to the intended creative vision.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of the seed head and the small insect, with natural colors and generally good lighting. However, the sequence appears largely static across frames, with little perceptible motion or progression, which reduces the perceived dynamism of the scene. There are no obvious artifacts or distortions, but the overall visual impact is constrained by the lack of movement and cinematic polish. In sum, visual quality is acceptable but not compelling, aligning with a mid-range assessment rather than a high-fidelity portrayal.\n\nText-to-Video Alignment Analysis:\nThere is partial correspondence to the prompt in terms of subject matter (a seed head and a small arachnid) and a close-up framing. Yet the core requirements—dynamic sandstorm action, atmospheric lighting, and a pronounced depth-of-field effect—are not realized. The result is a moderate level of alignment: some elements match, but the essential narrative and stylistic cues from the prompt are missing, yielding a middle-ground evaluation.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and naturalistic rendering of the seed head and insect, with coherent lighting and texture. The absence of motion does not introduce obvious physical inconsistencies; it simply limits the depiction of the intended environmental drama. Overall, physical/common-sense consistency remains solid but unremarkable due to the static presentation.\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": 19805,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_2/index_8905_seed_19805_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.875,
+ "video_score2_ta": 1.8046875,
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+ "video_score2_overall": 8.875,
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+ "question": "static, extreme close-up, rendered in crisp 4K, captures a delicate wolf spider, its intricate seed head trembling gracefully against the overwhelming force of nature. Each feathery bristle of the plume is rendered in surreal detail, appearing almost silvery and translucent as it holds its shape. The camera utilizes a very shallow depth of field to achieve a profound sense of isolation, allowing this solitary seed head to remain in sharp, unwavering focus while a swirling blizzard of fine sand grains engulfs the surrounding space. The background dissolves into a chaotic, blurred vortex of motion, a turbulent swirl of golden-brown sand that whips and swirls violently. Intense sunlight, heavily scattered by the dense storm, bathes the scene in a bright, luminous mist, causing individual grains of sand flying past the lens to shimmer like tiny, fleeting sparks. Dominated by a warm, monochromatic palette of ochre and sepia, the entire image creates a powerful and atmospheric contrast between the tranquil, resilient beauty of the plant and the chaotic, all-consuming power of the sandstorm.",
+ "token_credit_reward": 8.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up with a delicate wolf spider interacting with a seed head in a dramatic natural setting. It envisions intricate seed-head details, a pronounced shallow depth of field, and a dynamic sandstorm with intense lighting and atmospheric contrast. In practice, the video presents a small arachnid perched on a seed head, with a soft, dreamy look and warm tones. The dramatic sandstorm and high-contrast lighting described in the prompt are not realized; the sequence remains largely static and lacks the intended environmental intensity.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear subject delineation, but the overall look is noticeably soft and slightly out of focus, reducing perceived sharpness. The depth-of-field effect is present but does not compensate for the lack of crisp detail, and there are no obvious artifacts or distortions. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: a small arachnid on a seed head is visible, and the close-up framing is achieved. However, the core elements—dynamic sandstorm, intense lighting, and the specified atmospheric contrast—are missing. The result reflects a moderate level of fidelity to the prompt (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and naturalistic lighting, with the arachnid positioned realistically on the seed head. The absence of the dramatic environmental dynamics reduces the perceived realism of the intended scenario, but there are no obvious physical inconsistencies. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.875,
+ "TA": 1.8046875,
+ "MQ": 3.203125,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up with a delicate wolf spider interacting with a seed head in a dramatic natural setting. It envisions intricate seed-head details, a pronounced shallow depth of field, and a dynamic sandstorm with intense lighting and atmospheric contrast. In practice, the video presents a small arachnid perched on a seed head, with a soft, dreamy look and warm tones. The dramatic sandstorm and high-contrast lighting described in the prompt are not realized; the sequence remains largely static and lacks the intended environmental intensity.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear subject delineation, but the overall look is noticeably soft and slightly out of focus, reducing perceived sharpness. The depth-of-field effect is present but does not compensate for the lack of crisp detail, and there are no obvious artifacts or distortions. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: a small arachnid on a seed head is visible, and the close-up framing is achieved. However, the core elements—dynamic sandstorm, intense lighting, and the specified atmospheric contrast—are missing. The result reflects a moderate level of fidelity to the prompt (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and naturalistic lighting, with the arachnid positioned realistically on the seed head. The absence of the dramatic environmental dynamics reduces the perceived realism of the intended scenario, but there are no obvious physical inconsistencies. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme close-up, rendered in crisp 4K, captures a delicate wolf spider, its intricate seed head trembling gracefully against the overwhelming force of nature. Each feathery bristle of the plume is rendered in surreal detail, appearing almost silvery and translucent as it holds its shape. The camera utilizes a very shallow depth of field to achieve a profound sense of isolation, allowing this solitary seed head to remain in sharp, unwavering focus while a swirling blizzard of fine sand grains engulfs the surrounding space. The background dissolves into a chaotic, blurred vortex of motion, a turbulent swirl of golden-brown sand that whips and swirls violently. Intense sunlight, heavily scattered by the dense storm, bathes the scene in a bright, luminous mist, causing individual grains of sand flying past the lens to shimmer like tiny, fleeting sparks. Dominated by a warm, monochromatic palette of ochre and sepia, the entire image creates a powerful and atmospheric contrast between the tranquil, resilient beauty of the plant and the chaotic, all-consuming power of the sandstorm.",
+ "seed": 19806,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_2/index_8905_seed_19806_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": 3.84375,
+ "video_score2_ta": 1.4140625,
+ "video_score2_mq": 3.21875,
+ "video_score2_overall": 8.5,
+ "avg": 8.4765625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up, rendered in crisp 4K, captures a delicate wolf spider, its intricate seed head trembling gracefully against the overwhelming force of nature. Each feathery bristle of the plume is rendered in surreal detail, appearing almost silvery and translucent as it holds its shape. The camera utilizes a very shallow depth of field to achieve a profound sense of isolation, allowing this solitary seed head to remain in sharp, unwavering focus while a swirling blizzard of fine sand grains engulfs the surrounding space. The background dissolves into a chaotic, blurred vortex of motion, a turbulent swirl of golden-brown sand that whips and swirls violently. Intense sunlight, heavily scattered by the dense storm, bathes the scene in a bright, luminous mist, causing individual grains of sand flying past the lens to shimmer like tiny, fleeting sparks. Dominated by a warm, monochromatic palette of ochre and sepia, the entire image creates a powerful and atmospheric contrast between the tranquil, resilient beauty of the plant and the chaotic, all-consuming power of the sandstorm.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a delicate wolf spider with a seed head, intricate seed details, and a dramatic natural setting. It envisions a surreal, high-contrast scene with a shallow depth of field, a swirling sandstorm, intense sunlight, and a warm monochrome palette. In practice, the video presents a stationary close-up of a small arachnid on sandy ground with a softly blurred background. The core subject is identifiable, but the intended surreal, dynamic elements and the dramatic lighting are not realized. Overall alignment with the prompt is moderate rather than strong.\n\nVisual Quality Assessment:\nThe frames show decent resolution and clear depiction of the subject, with natural-looking colors and a believable depth-of-field effect. There are no obvious artifacts or distortions, and the sequence remains stable across frames. However, the overall visual impact is restrained by the lack of motion and atmospheric effects described in the prompt, resulting in a mid-range quality assessment.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment: the video captures a close-up of a small arachnid and a shallow depth of field, which aligns with parts of the prompt. Yet the key elements—seed head, intricate seed details, a swirling sandstorm, intense sunlight, and the warm monochrome palette—are missing. The result reflects a moderate level of fidelity to the original creative vision.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and environmental interaction for a stationary shot. While the static framing does not violate basic physics, it does not demonstrate the dynamic, chaotic environment implied by the prompt. Overall, physical consistency is acceptable but not exceptional.\n\nGround-truth scores (for reference): Visual Quality = 3; Text-to-Video Alignment = 3; Physical/Common-sense Consistency = 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 1.4140625,
+ "MQ": 3.21875,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions:\n\n1. Visual Quality - clarity, smoothness, artifacts\n2. Text-to-Video Alignment - fidelity to the prompt\n3. Physical/Common-sense Consistency - naturalness and physics plausibility\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a delicate wolf spider with a seed head, intricate seed details, and a dramatic natural setting. It envisions a surreal, high-contrast scene with a shallow depth of field, a swirling sandstorm, intense sunlight, and a warm monochrome palette. In practice, the video presents a stationary close-up of a small arachnid on sandy ground with a softly blurred background. The core subject is identifiable, but the intended surreal, dynamic elements and the dramatic lighting are not realized. Overall alignment with the prompt is moderate rather than strong.\n\nVisual Quality Assessment:\nThe frames show decent resolution and clear depiction of the subject, with natural-looking colors and a believable depth-of-field effect. There are no obvious artifacts or distortions, and the sequence remains stable across frames. However, the overall visual impact is restrained by the lack of motion and atmospheric effects described in the prompt, resulting in a mid-range quality assessment.\n\nText-to-Video Alignment Assessment:\nThere is partial alignment: the video captures a close-up of a small arachnid and a shallow depth of field, which aligns with parts of the prompt. Yet the key elements—seed head, intricate seed details, a swirling sandstorm, intense sunlight, and the warm monochrome palette—are missing. The result reflects a moderate level of fidelity to the original creative vision.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and environmental interaction for a stationary shot. While the static framing does not violate basic physics, it does not demonstrate the dynamic, chaotic environment implied by the prompt. Overall, physical consistency is acceptable but not exceptional.\n\nGround-truth scores (for reference): Visual Quality = 3; Text-to-Video Alignment = 3; Physical/Common-sense Consistency = 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_5/index_tensor([8408, 8408])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_5/index_tensor([8408, 8408])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..469f28292f3b5c20fd869638e94cb53512565b2a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_5/index_tensor([8408, 8408])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static medium close-up maintains sharp focus on the expressive face of the Goblin King, who sits in a gritty, desaturated throne room constructed entirely of scrap metal. A wild, tangled mane of unkempt, dirty-blonde hair, dotted with gray streaks, frames his rugged, pale face. His most striking feature is his mismatched eyes; one is a piercing, cold blue, while the other is a cloudy, milky brown. He slumps slightly on his throne—a jagged, asymmetrical monstrosity composed of rusted car parts and twisted rebar, with a blurred background suggesting corrugated cast-iron walls and dangling chains. A harsh light source from above carves deep shadows into his features, accentuating the texture of his skin and the glint of faded metal trinkets woven into his coarse-woven tunic. His brow furrows deeply, his thin lips pressed into a tight line, and he slowly and deliberately rolls his mismatched eyes upwards, a languid movement imbued with deep weariness, revealing a blood-red white before his heavy lids begin to droop. The entire scene is rendered in a cold, desaturated palette of metallic grey, rust, and muted earth tones, creating a tense and oppressive atmosphere of grim dejection.",
+ "seed": 6821,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_5/index_8408_seed_6821_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.578125,
+ "video_score2_ta": 3.984375,
+ "video_score2_mq": 3.96875,
+ "video_score2_overall": 11.5,
+ "avg": 11.53125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static medium close-up maintains sharp focus on the expressive face of the Goblin King, who sits in a gritty, desaturated throne room constructed entirely of scrap metal. A wild, tangled mane of unkempt, dirty-blonde hair, dotted with gray streaks, frames his rugged, pale face. His most striking feature is his mismatched eyes; one is a piercing, cold blue, while the other is a cloudy, milky brown. He slumps slightly on his throne—a jagged, asymmetrical monstrosity composed of rusted car parts and twisted rebar, with a blurred background suggesting corrugated cast-iron walls and dangling chains. A harsh light source from above carves deep shadows into his features, accentuating the texture of his skin and the glint of faded metal trinkets woven into his coarse-woven tunic. His brow furrows deeply, his thin lips pressed into a tight line, and he slowly and deliberately rolls his mismatched eyes upwards, a languid movement imbued with deep weariness, revealing a blood-red white before his heavy lids begin to droop. The entire scene is rendered in a cold, desaturated palette of metallic grey, rust, and muted earth tones, creating a tense and oppressive atmosphere of grim dejection.",
+ "token_credit_reward": 11.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static medium close-up of the Goblin King seated in a gritty, desaturated throne room constructed of scrap metal. The character features a wild, untidy mane of dirty blonde hair with gray streaks, a pale, rugged face, and notably mismatched eyes (one piercing blue, the other cloudy brown). The throne is jagged and asymmetrical, made of rusted car parts and twisted rebar, set against a blurred background with corrugated metal walls and dangling chains. A harsh overhead light creates strong shadows that emphasize the texture of the skin and the glint of metal trinkets in a coarse tunic. The brow is deeply furrowed, the lips pressed into a tight line, and the eyes roll upward in a languid, weary motion as the scene remains desaturated in metallic grays, rust, and muted earth tones to convey a tense, oppressive mood.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is generally good and the subject remains clearly visible, with consistent lighting and a coherent color palette. There are no major distortions or artifacts, and the framing stays stable. However, there are occasional minor softness and slight noise in some frames, which prevents a perfect top-tier score. Overall, Visual Quality is rated 4/5.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The character design, setting, and atmospheric cues match the description closely, including the desaturated palette and the oppressive mood. The only notable deviation is the eye-color pairing: both eyes appear blue in the footage rather than the specified one blue and one cloudy brown. This is a minor discrepancy that does not significantly affect the overall alignment. Therefore, Text-to-Video Alignment is rated 4/5.\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent anatomy, lighting logic, and environmental details, contributing to a believable fantasy setting. The eye-color inconsistency is a small inconsistency relative to the prompt, but it does not undermine the overall coherence of the scene. Consequently, Physical Consistency is rated 4/5.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 4, Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.578125,
+ "TA": 3.984375,
+ "MQ": 3.96875,
+ "Overall": 11.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static medium close-up of the Goblin King seated in a gritty, desaturated throne room constructed of scrap metal. The character features a wild, untidy mane of dirty blonde hair with gray streaks, a pale, rugged face, and notably mismatched eyes (one piercing blue, the other cloudy brown). The throne is jagged and asymmetrical, made of rusted car parts and twisted rebar, set against a blurred background with corrugated metal walls and dangling chains. A harsh overhead light creates strong shadows that emphasize the texture of the skin and the glint of metal trinkets in a coarse tunic. The brow is deeply furrowed, the lips pressed into a tight line, and the eyes roll upward in a languid, weary motion as the scene remains desaturated in metallic grays, rust, and muted earth tones to convey a tense, oppressive mood.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is generally good and the subject remains clearly visible, with consistent lighting and a coherent color palette. There are no major distortions or artifacts, and the framing stays stable. However, there are occasional minor softness and slight noise in some frames, which prevents a perfect top-tier score. Overall, Visual Quality is rated 4/5.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The character design, setting, and atmospheric cues match the description closely, including the desaturated palette and the oppressive mood. The only notable deviation is the eye-color pairing: both eyes appear blue in the footage rather than the specified one blue and one cloudy brown. This is a minor discrepancy that does not significantly affect the overall alignment. Therefore, Text-to-Video Alignment is rated 4/5.\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent anatomy, lighting logic, and environmental details, contributing to a believable fantasy setting. The eye-color inconsistency is a small inconsistency relative to the prompt, but it does not undermine the overall coherence of the scene. Consequently, Physical Consistency is rated 4/5.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 4, Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "static medium close-up maintains sharp focus on the expressive face of the Goblin King, who sits in a gritty, desaturated throne room constructed entirely of scrap metal. A wild, tangled mane of unkempt, dirty-blonde hair, dotted with gray streaks, frames his rugged, pale face. His most striking feature is his mismatched eyes; one is a piercing, cold blue, while the other is a cloudy, milky brown. He slumps slightly on his throne—a jagged, asymmetrical monstrosity composed of rusted car parts and twisted rebar, with a blurred background suggesting corrugated cast-iron walls and dangling chains. A harsh light source from above carves deep shadows into his features, accentuating the texture of his skin and the glint of faded metal trinkets woven into his coarse-woven tunic. His brow furrows deeply, his thin lips pressed into a tight line, and he slowly and deliberately rolls his mismatched eyes upwards, a languid movement imbued with deep weariness, revealing a blood-red white before his heavy lids begin to droop. The entire scene is rendered in a cold, desaturated palette of metallic grey, rust, and muted earth tones, creating a tense and oppressive atmosphere of grim dejection.",
+ "seed": 6822,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_5/index_8408_seed_6822_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
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+ "video_score2_vq": 3.703125,
+ "video_score2_ta": 3.921875,
+ "video_score2_mq": 3.9375,
+ "video_score2_overall": 11.5625,
+ "avg": 11.5625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static medium close-up maintains sharp focus on the expressive face of the Goblin King, who sits in a gritty, desaturated throne room constructed entirely of scrap metal. A wild, tangled mane of unkempt, dirty-blonde hair, dotted with gray streaks, frames his rugged, pale face. His most striking feature is his mismatched eyes; one is a piercing, cold blue, while the other is a cloudy, milky brown. He slumps slightly on his throne—a jagged, asymmetrical monstrosity composed of rusted car parts and twisted rebar, with a blurred background suggesting corrugated cast-iron walls and dangling chains. A harsh light source from above carves deep shadows into his features, accentuating the texture of his skin and the glint of faded metal trinkets woven into his coarse-woven tunic. His brow furrows deeply, his thin lips pressed into a tight line, and he slowly and deliberately rolls his mismatched eyes upwards, a languid movement imbued with deep weariness, revealing a blood-red white before his heavy lids begin to droop. The entire scene is rendered in a cold, desaturated palette of metallic grey, rust, and muted earth tones, creating a tense and oppressive atmosphere of grim dejection.",
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+ "selected_reward": 11.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static medium close-up of the Goblin King in a gritty, desaturated throne room constructed of scrap metal. The character features a wild, untidy mane of dirty blonde hair with gray streaks, a pale, rugged face, and notably mismatched eyes (one piercing blue, the other cloudy brown). The king slumps on a jagged, asymmetrical throne made of rusted car parts and twisted rebar, with a blurred background suggesting corrugated cast iron walls and dangling chains. A harsh overhead light creates deep shadows, emphasizing the texture of the skin and the glint of metal pieces in the coarse tunic. The brow furrows, the thin lips press into a tight line, and the eyes roll upward in a languid, weary motion as the lids droop, all rendered in a cold, desaturated palette of metallic grey, rust, and muted earth tones to convey a tense, oppressive mood of grim dejection.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is generally good and the subject remains clearly visible, with consistent lighting and a coherent color palette. There are no major distortions or artifacts, and the framing stays stable. However, there are occasional minor softness and slight noise in some frames, which prevents a perfect top score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures the core elements described in the prompt—the character’s appearance, setting, and mood—quite well. The static medium close-up, the desaturated metallic environment, and the distinctive facial cues are present, and the overall atmosphere matches the intended tone. Some nuanced details, such as the precise eye movements and the exact interaction between lighting and textures, are not perfectly realized, resulting in a strong but not perfect alignment. Overall, Text-to-Video Alignment is rated 4/5.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible anatomy, lighting, and object interactions within the fantasy context. There are no obvious physics violations, and the composition feels coherent. Minor inconsistencies may exist in subtle eye dynamics or how certain metal components interact with light, but they do not undermine overall plausibility. Overall, Physical Consistency is rated 4/5.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 4, Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.703125,
+ "TA": 3.921875,
+ "MQ": 3.9375,
+ "Overall": 11.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static medium close-up of the Goblin King in a gritty, desaturated throne room constructed of scrap metal. The character features a wild, untidy mane of dirty blonde hair with gray streaks, a pale, rugged face, and notably mismatched eyes (one piercing blue, the other cloudy brown). The king slumps on a jagged, asymmetrical throne made of rusted car parts and twisted rebar, with a blurred background suggesting corrugated cast iron walls and dangling chains. A harsh overhead light creates deep shadows, emphasizing the texture of the skin and the glint of metal pieces in the coarse tunic. The brow furrows, the thin lips press into a tight line, and the eyes roll upward in a languid, weary motion as the lids droop, all rendered in a cold, desaturated palette of metallic grey, rust, and muted earth tones to convey a tense, oppressive mood of grim dejection.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is generally good and the subject remains clearly visible, with consistent lighting and a coherent color palette. There are no major distortions or artifacts, and the framing stays stable. However, there are occasional minor softness and slight noise in some frames, which prevents a perfect top score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures the core elements described in the prompt—the character’s appearance, setting, and mood—quite well. The static medium close-up, the desaturated metallic environment, and the distinctive facial cues are present, and the overall atmosphere matches the intended tone. Some nuanced details, such as the precise eye movements and the exact interaction between lighting and textures, are not perfectly realized, resulting in a strong but not perfect alignment. Overall, Text-to-Video Alignment is rated 4/5.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible anatomy, lighting, and object interactions within the fantasy context. There are no obvious physics violations, and the composition feels coherent. Minor inconsistencies may exist in subtle eye dynamics or how certain metal components interact with light, but they do not undermine overall plausibility. Overall, Physical Consistency is rated 4/5.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 4, Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 6823,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_5/index_8408_seed_6823_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 3.703125,
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+ "video_score2_overall": 11.375,
+ "avg": 11.359375,
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+ "question": "static medium close-up maintains sharp focus on the expressive face of the Goblin King, who sits in a gritty, desaturated throne room constructed entirely of scrap metal. A wild, tangled mane of unkempt, dirty-blonde hair, dotted with gray streaks, frames his rugged, pale face. His most striking feature is his mismatched eyes; one is a piercing, cold blue, while the other is a cloudy, milky brown. He slumps slightly on his throne—a jagged, asymmetrical monstrosity composed of rusted car parts and twisted rebar, with a blurred background suggesting corrugated cast-iron walls and dangling chains. A harsh light source from above carves deep shadows into his features, accentuating the texture of his skin and the glint of faded metal trinkets woven into his coarse-woven tunic. His brow furrows deeply, his thin lips pressed into a tight line, and he slowly and deliberately rolls his mismatched eyes upwards, a languid movement imbued with deep weariness, revealing a blood-red white before his heavy lids begin to droop. The entire scene is rendered in a cold, desaturated palette of metallic grey, rust, and muted earth tones, creating a tense and oppressive atmosphere of grim dejection.",
+ "token_credit_reward": 11.375,
+ "selected_reward": 11.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static medium close-up of the Goblin King seated in a gritty, desaturated throne room constructed of scrap metal. The character features a wild, untidy mane of dirty blonde hair with gray streaks, a pale, rugged face, and notably mismatched eyes (one piercing blue, the other cloudy brown). The scene includes a jagged, asymmetrical throne made of rusted parts and twisted rebar, with a blurred background suggesting corrugated metal walls and dangling chains. A harsh overhead light creates strong shadows that emphasize the textures of skin and metal, and the expression is one of deep weariness and oppressive mood.\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 good contrast between the subject and background. There are no obvious distortions or artifacts, and color grading remains stable across shots. However, there are minor imperfections typical of generated content (e.g., slight texture softness or subtle noise in some frames) that prevent a perfect 5. Overall, Visual Quality is rated 4.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The character design captures the key elements—wild untidy hair, pale face, mismatched eyes, and a weathered appearance—while the throne-room setting and the cold, desaturated palette support the intended atmosphere. Some nuanced details (such as exact eye color balance and the precise integration of metal components) are present but not perfectly matched, resulting in a strong but not perfect alignment. Overall, Text-to-Video Alignment is rated 4.\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent physical relationships: the character’s proportions, the way clothing drapes, and the interaction of light with metal surfaces read plausibly. There are no glaring inconsistencies, though a few micro-details could be refined for even tighter realism. Overall, Physical Consistency is rated 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.671875,
+ "TA": 3.703125,
+ "MQ": 3.984375,
+ "Overall": 11.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static medium close-up of the Goblin King seated in a gritty, desaturated throne room constructed of scrap metal. The character features a wild, untidy mane of dirty blonde hair with gray streaks, a pale, rugged face, and notably mismatched eyes (one piercing blue, the other cloudy brown). The scene includes a jagged, asymmetrical throne made of rusted parts and twisted rebar, with a blurred background suggesting corrugated metal walls and dangling chains. A harsh overhead light creates strong shadows that emphasize the textures of skin and metal, and the expression is one of deep weariness and oppressive mood.\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 good contrast between the subject and background. There are no obvious distortions or artifacts, and color grading remains stable across shots. However, there are minor imperfections typical of generated content (e.g., slight texture softness or subtle noise in some frames) that prevent a perfect 5. Overall, Visual Quality is rated 4.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The character design captures the key elements—wild untidy hair, pale face, mismatched eyes, and a weathered appearance—while the throne-room setting and the cold, desaturated palette support the intended atmosphere. Some nuanced details (such as exact eye color balance and the precise integration of metal components) are present but not perfectly matched, resulting in a strong but not perfect alignment. Overall, Text-to-Video Alignment is rated 4.\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent physical relationships: the character’s proportions, the way clothing drapes, and the interaction of light with metal surfaces read plausibly. There are no glaring inconsistencies, though a few micro-details could be refined for even tighter realism. Overall, Physical Consistency is rated 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 6824,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_5/index_8408_seed_6824_dp_11_rank_22_sample_3_slot_1.mp4",
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+ "question": "static medium close-up maintains sharp focus on the expressive face of the Goblin King, who sits in a gritty, desaturated throne room constructed entirely of scrap metal. A wild, tangled mane of unkempt, dirty-blonde hair, dotted with gray streaks, frames his rugged, pale face. His most striking feature is his mismatched eyes; one is a piercing, cold blue, while the other is a cloudy, milky brown. He slumps slightly on his throne—a jagged, asymmetrical monstrosity composed of rusted car parts and twisted rebar, with a blurred background suggesting corrugated cast-iron walls and dangling chains. A harsh light source from above carves deep shadows into his features, accentuating the texture of his skin and the glint of faded metal trinkets woven into his coarse-woven tunic. His brow furrows deeply, his thin lips pressed into a tight line, and he slowly and deliberately rolls his mismatched eyes upwards, a languid movement imbued with deep weariness, revealing a blood-red white before his heavy lids begin to droop. The entire scene is rendered in a cold, desaturated palette of metallic grey, rust, and muted earth tones, creating a tense and oppressive atmosphere of grim dejection.",
+ "token_credit_reward": 11.5625,
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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 static medium close-up of the Goblin King in a gritty, desaturated throne room constructed of scrap metal. The character features a wild, untidy mane of dirty blonde hair with gray streaks, a pale, rugged face, and notably mismatched eyes (one blue, one cloudy brown). The scene includes a jagged, asymmetrical throne made of rusted parts and twisted rebar, with a blurred background suggesting corrugated walls and dangling chains. A harsh overhead light creates strong shadows, and the overall mood is tense and oppressive, with a cold, desaturated palette of metallic grays, rust, and muted earth tones.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is generally good and details are clear, yet there are occasional minor softness or compression artifacts that prevent a perfect top-tier look. The frames remain stable with minimal motion blur, and lighting remains consistent with the intended dramatic effect. Overall, the visual quality is strong and coherent, but not at the absolute peak.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The character design, setting, and atmospheric cues match the description closely, including the desaturated palette and the oppressive mood. There are only very minor deviations in fine-grained details (e.g., slight variations in eye color balance or minor texture differences), which do not significantly detract from the alignment. The result reflects a high degree of fidelity to the prompt.\n\nPhysical Consistency (Common-sense):\nThe scene maintains coherent physical logic: the character’s anatomy, prop interactions, and environmental elements behave plausibly within the fantasy context. Lighting, shadows, and material properties stay consistent across frames, supporting a believable, self-contained moment. While the overall coherence is strong, there may be a few small inconsistencies in micro-details that prevent a perfect score.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.734375,
+ "TA": 3.796875,
+ "MQ": 4.03125,
+ "Overall": 11.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static medium close-up of the Goblin King in a gritty, desaturated throne room constructed of scrap metal. The character features a wild, untidy mane of dirty blonde hair with gray streaks, a pale, rugged face, and notably mismatched eyes (one blue, one cloudy brown). The scene includes a jagged, asymmetrical throne made of rusted parts and twisted rebar, with a blurred background suggesting corrugated walls and dangling chains. A harsh overhead light creates strong shadows, and the overall mood is tense and oppressive, with a cold, desaturated palette of metallic grays, rust, and muted earth tones.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is generally good and details are clear, yet there are occasional minor softness or compression artifacts that prevent a perfect top-tier look. The frames remain stable with minimal motion blur, and lighting remains consistent with the intended dramatic effect. Overall, the visual quality is strong and coherent, but not at the absolute peak.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The character design, setting, and atmospheric cues match the description closely, including the desaturated palette and the oppressive mood. There are only very minor deviations in fine-grained details (e.g., slight variations in eye color balance or minor texture differences), which do not significantly detract from the alignment. The result reflects a high degree of fidelity to the prompt.\n\nPhysical Consistency (Common-sense):\nThe scene maintains coherent physical logic: the character’s anatomy, prop interactions, and environmental elements behave plausibly within the fantasy context. Lighting, shadows, and material properties stay consistent across frames, supporting a believable, self-contained moment. While the overall coherence is strong, there may be a few small inconsistencies in micro-details that prevent a perfect score.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_6/index_tensor([5057, 5057])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_6/index_tensor([5057, 5057])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..914b250fa4623f70ba9ee011771a40a9bfe8fe1d
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_6/index_tensor([5057, 5057])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, aerial close-up focuses on an ancient gold coin, nestled upon a dark, highly polished obsidian surface. The obverse of the coin is engraved with a coiling serpent, each scale meticulously carved, its form tightly spiraling upon itself. Under a single, dramatic key light, deep, long shadows are cast, and the coin's lustrous gold shimmers with a warm, rich glow. As movement begins, the serpent's carved lines begin to shimmer with an unnatural inner glow. Slowly, the metallic form unfolds, its body peeling from the flat surface of the coin, transforming from a static etching into a three-dimensional, solid gold creature. Now fully alive, the serpent's tiny eyes gleam like ruby needlepoints as it glides hypnotically and silently across the mirror-like black space. Its segmented golden body moves with fluid grace, the dramatic sidelight capturing each polished scale and creating mesmerizing ripples of bright highlights within the profound darkness, evoking the tense and magical atmosphere of an ancient power awakening.",
+ "seed": 29223,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_6/index_5057_seed_29223_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 3.03125,
+ "video_score2_mq": 3.375,
+ "video_score2_overall": 9.5,
+ "avg": 9.46875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, aerial close-up focuses on an ancient gold coin, nestled upon a dark, highly polished obsidian surface. The obverse of the coin is engraved with a coiling serpent, each scale meticulously carved, its form tightly spiraling upon itself. Under a single, dramatic key light, deep, long shadows are cast, and the coin's lustrous gold shimmers with a warm, rich glow. As movement begins, the serpent's carved lines begin to shimmer with an unnatural inner glow. Slowly, the metallic form unfolds, its body peeling from the flat surface of the coin, transforming from a static etching into a three-dimensional, solid gold creature. Now fully alive, the serpent's tiny eyes gleam like ruby needlepoints as it glides hypnotically and silently across the mirror-like black space. Its segmented golden body moves with fluid grace, the dramatic sidelight capturing each polished scale and creating mesmerizing ripples of bright highlights within the profound darkness, evoking the tense and magical atmosphere of an ancient power awakening.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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, aerial close-up focusing on an ancient gold coin resting on a dark, highly polished obsidian surface. The obverse features a coiling serpentine motif with meticulous scale carving, under a single dramatic key light that yields deep shadows and a warm, shimmering gold tone. Movement is envisioned as the serpentine form gradually emerging from the flat surface, becoming a three-dimensional, living gold creature with eyes that gleam like ruby needlepoints, gliding across a mirror-like dark plane while dramatic side lighting highlights each polished scale.\n\nVisual Quality Assessment:\nOverall, the visuals are strong but not flawless. The coin details, lighting, and reflective surfaces read convincingly, and the metallic textures are well-rendered. However, there are minor inconsistencies in motion smoothness and occasional subtle artifacts that prevent a perfect top score. The result is high-quality rendering with small imperfections, aligning with a Visual Quality score around 4.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video captures several core elements such as the coin, the serpentine motif, and the dramatic lighting, and the gradual emergence of the three-dimensional form is present. Yet some aspects—such as the exact timing of the transformation, the intensity of the glow, and the precise interaction between the creature and the surface—are not consistently realized throughout the sequence. Overall, the alignment corresponds to a mid-range score (around 3).\n\nPhysical/Common-sense Consistency:\nThe metamorphosis follows a plausible progression, with the gold material responding to lighting cues and the creature taking shape through coherent steps. There are no glaring physical contradictions, though a few micro-physics details could be refined for stronger realism. The overall physical consistency is acceptable and consistent with a mid-range score (around 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3.375,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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, aerial close-up focusing on an ancient gold coin resting on a dark, highly polished obsidian surface. The obverse features a coiling serpentine motif with meticulous scale carving, under a single dramatic key light that yields deep shadows and a warm, shimmering gold tone. Movement is envisioned as the serpentine form gradually emerging from the flat surface, becoming a three-dimensional, living gold creature with eyes that gleam like ruby needlepoints, gliding across a mirror-like dark plane while dramatic side lighting highlights each polished scale.\n\nVisual Quality Assessment:\nOverall, the visuals are strong but not flawless. The coin details, lighting, and reflective surfaces read convincingly, and the metallic textures are well-rendered. However, there are minor inconsistencies in motion smoothness and occasional subtle artifacts that prevent a perfect top score. The result is high-quality rendering with small imperfections, aligning with a Visual Quality score around 4.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video captures several core elements such as the coin, the serpentine motif, and the dramatic lighting, and the gradual emergence of the three-dimensional form is present. Yet some aspects—such as the exact timing of the transformation, the intensity of the glow, and the precise interaction between the creature and the surface—are not consistently realized throughout the sequence. Overall, the alignment corresponds to a mid-range score (around 3).\n\nPhysical/Common-sense Consistency:\nThe metamorphosis follows a plausible progression, with the gold material responding to lighting cues and the creature taking shape through coherent steps. There are no glaring physical contradictions, though a few micro-physics details could be refined for stronger realism. The overall physical consistency is acceptable and consistent with a mid-range score (around 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 29224,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_6/index_5057_seed_29224_dp_12_rank_24_sample_1_slot_1.mp4",
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+ "video_score2_ta": 2.09375,
+ "video_score2_mq": 2.78125,
+ "video_score2_overall": 7.3125,
+ "avg": 7.3125,
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+ "question": "static, aerial close-up focuses on an ancient gold coin, nestled upon a dark, highly polished obsidian surface. The obverse of the coin is engraved with a coiling serpent, each scale meticulously carved, its form tightly spiraling upon itself. Under a single, dramatic key light, deep, long shadows are cast, and the coin's lustrous gold shimmers with a warm, rich glow. As movement begins, the serpent's carved lines begin to shimmer with an unnatural inner glow. Slowly, the metallic form unfolds, its body peeling from the flat surface of the coin, transforming from a static etching into a three-dimensional, solid gold creature. Now fully alive, the serpent's tiny eyes gleam like ruby needlepoints as it glides hypnotically and silently across the mirror-like black space. Its segmented golden body moves with fluid grace, the dramatic sidelight capturing each polished scale and creating mesmerizing ripples of bright highlights within the profound darkness, evoking the tense and magical atmosphere of an ancient power awakening.",
+ "token_credit_reward": 7.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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, aerial close-up focusing on an ancient gold coin resting on a dark, highly polished obsidian surface. The obverse features a coiling serpentine motif with meticulous scale carving, under a single dramatic key light that yields deep shadows and a warm, shimmering gold tone. Movement is envisioned as the snake gradually emerging from the flat surface, becoming a three-dimensional, living creature with eyes that gleam and glide across a mirror-like dark space, captured by dramatic side lighting to emphasize each polished scale and create mesmerizing highlights.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The coin and the serpentine motif are identifiable, but there are noticeable artifacts and some blurring during motion. The lighting is not consistently dramatic, and the contrast between the gold coin and the dark background is intermittently subdued. While the sequence remains coherent, these imperfections prevent a high-fidelity rendering. In sum, visual quality is acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video includes the core elements—an ancient gold coin with a serpentine engraving and some motion—but several key aspects are underdeveloped or missing. The dramatic key light and pronounced shadows are not consistently realized, and the transformation from a static engraving to a three-dimensional, living creature is not convincingly depicted. The eyes do not clearly gleam, and the overall sense of a tense, magical awakening is only moderately conveyed. Overall, the alignment sits at a mid level.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in physical realism. The emergence and motion of the snake do not always follow plausible material behavior, and the interaction with the coin and surrounding space lacks robust physical grounding. Some transitions feel abrupt rather than physically coherent, reducing believability despite the general concept being recognizable.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 2.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.4375,
+ "TA": 2.09375,
+ "MQ": 2.78125,
+ "Overall": 7.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, aerial close-up focusing on an ancient gold coin resting on a dark, highly polished obsidian surface. The obverse features a coiling serpentine motif with meticulous scale carving, under a single dramatic key light that yields deep shadows and a warm, shimmering gold tone. Movement is envisioned as the snake gradually emerging from the flat surface, becoming a three-dimensional, living creature with eyes that gleam and glide across a mirror-like dark space, captured by dramatic side lighting to emphasize each polished scale and create mesmerizing highlights.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The coin and the serpentine motif are identifiable, but there are noticeable artifacts and some blurring during motion. The lighting is not consistently dramatic, and the contrast between the gold coin and the dark background is intermittently subdued. While the sequence remains coherent, these imperfections prevent a high-fidelity rendering. In sum, visual quality is acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video includes the core elements—an ancient gold coin with a serpentine engraving and some motion—but several key aspects are underdeveloped or missing. The dramatic key light and pronounced shadows are not consistently realized, and the transformation from a static engraving to a three-dimensional, living creature is not convincingly depicted. The eyes do not clearly gleam, and the overall sense of a tense, magical awakening is only moderately conveyed. Overall, the alignment sits at a mid level.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in physical realism. The emergence and motion of the snake do not always follow plausible material behavior, and the interaction with the coin and surrounding space lacks robust physical grounding. Some transitions feel abrupt rather than physically coherent, reducing believability despite the general concept being recognizable.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 2.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "static, aerial close-up focuses on an ancient gold coin, nestled upon a dark, highly polished obsidian surface. The obverse of the coin is engraved with a coiling serpent, each scale meticulously carved, its form tightly spiraling upon itself. Under a single, dramatic key light, deep, long shadows are cast, and the coin's lustrous gold shimmers with a warm, rich glow. As movement begins, the serpent's carved lines begin to shimmer with an unnatural inner glow. Slowly, the metallic form unfolds, its body peeling from the flat surface of the coin, transforming from a static etching into a three-dimensional, solid gold creature. Now fully alive, the serpent's tiny eyes gleam like ruby needlepoints as it glides hypnotically and silently across the mirror-like black space. Its segmented golden body moves with fluid grace, the dramatic sidelight capturing each polished scale and creating mesmerizing ripples of bright highlights within the profound darkness, evoking the tense and magical atmosphere of an ancient power awakening.",
+ "seed": 29225,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_6/index_5057_seed_29225_dp_13_rank_26_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.15625,
+ "video_score2_ta": 2.71875,
+ "video_score2_mq": 3.484375,
+ "video_score2_overall": 9.375,
+ "avg": 9.359375,
+ "reward_records": [
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+ "question": "static, aerial close-up focuses on an ancient gold coin, nestled upon a dark, highly polished obsidian surface. The obverse of the coin is engraved with a coiling serpent, each scale meticulously carved, its form tightly spiraling upon itself. Under a single, dramatic key light, deep, long shadows are cast, and the coin's lustrous gold shimmers with a warm, rich glow. As movement begins, the serpent's carved lines begin to shimmer with an unnatural inner glow. Slowly, the metallic form unfolds, its body peeling from the flat surface of the coin, transforming from a static etching into a three-dimensional, solid gold creature. Now fully alive, the serpent's tiny eyes gleam like ruby needlepoints as it glides hypnotically and silently across the mirror-like black space. Its segmented golden body moves with fluid grace, the dramatic sidelight capturing each polished scale and creating mesmerizing ripples of bright highlights within the profound darkness, evoking the tense and magical atmosphere of an ancient power awakening.",
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+ "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. 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, aerial close-up focusing on an ancient gold coin resting on a dark, highly polished obsidian surface. The obverse features a coiling snake with scales carved in relief. A single dramatic key light creates deep shadows, and the coin's gold shimmers with a warm glow. Movement begins with the snake's carved lines shimmering with an unnatural inner glow, then the metallic form unfolds as the snake appears to peel from the flat surface, transforming into a three-dimensional, solid gold creature. The snake glides hypnotically across the mirror-like black space, with segmented golden body moving with fluid grace under dramatic side lighting that highlights each polished scale.\n\nVisual Quality Assessment:\nOverall, the visuals are strong but not flawless. The coin details, lighting, and contrast are convincing, and the metallic textures read well. However, there are minor imperfections (e.g., occasional slight softness or subtle color fringing) that prevent a perfect 5/5. The sequence remains coherent and visually engaging, with no major artifacts or distortions.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video captures several core elements such as the coin, the serpentine motif, and the dramatic lighting. However, some aspects are not fully realized: the coin sits on a dark surface rather than clearly defined obsidian, the transformation from a static engraving to a three-dimensional creature is not convincingly demonstrated, and the eyes' glow and the described fluid motion are only partially conveyed. Overall, the alignment is acceptable but not complete.\n\nPhysical/Common-sense Consistency:\nThe depiction shows plausible material properties and lighting interactions, but the metamorphosis sequence lacks a clear, physically coherent progression. The transition from a flat, carved surface to a three-dimensional, living form does not follow a consistent set of physical rules, resulting in a moderate level of common-sense consistency.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ },
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+ "Overall": 9.375
+ }
+ }
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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 static, aerial close-up focusing on an ancient gold coin resting on a dark, highly polished obsidian surface. The obverse features a coiling snake with scales carved in relief. A single dramatic key light creates deep shadows, and the coin's gold shimmers with a warm glow. Movement begins with the snake's carved lines shimmering with an unnatural inner glow, then the metallic form unfolds as the snake appears to peel from the flat surface, transforming into a three-dimensional, solid gold creature. The snake glides hypnotically across the mirror-like black space, with segmented golden body moving with fluid grace under dramatic side lighting that highlights each polished scale.\n\nVisual Quality Assessment:\nOverall, the visuals are strong but not flawless. The coin details, lighting, and contrast are convincing, and the metallic textures read well. However, there are minor imperfections (e.g., occasional slight softness or subtle color fringing) that prevent a perfect 5/5. The sequence remains coherent and visually engaging, with no major artifacts or distortions.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video captures several core elements such as the coin, the serpentine motif, and the dramatic lighting. However, some aspects are not fully realized: the coin sits on a dark surface rather than clearly defined obsidian, the transformation from a static engraving to a three-dimensional creature is not convincingly demonstrated, and the eyes' glow and the described fluid motion are only partially conveyed. Overall, the alignment is acceptable but not complete.\n\nPhysical/Common-sense Consistency:\nThe depiction shows plausible material properties and lighting interactions, but the metamorphosis sequence lacks a clear, physically coherent progression. The transition from a flat, carved surface to a three-dimensional, living form does not follow a consistent set of physical rules, resulting in a moderate level of common-sense consistency.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 29226,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_6/index_5057_seed_29226_dp_13_rank_26_sample_3_slot_1.mp4",
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+ "video_score2_ta": 2.34375,
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+ "video_score2_overall": 6.9375,
+ "avg": 6.96875,
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+ "question": "static, aerial close-up focuses on an ancient gold coin, nestled upon a dark, highly polished obsidian surface. The obverse of the coin is engraved with a coiling serpent, each scale meticulously carved, its form tightly spiraling upon itself. Under a single, dramatic key light, deep, long shadows are cast, and the coin's lustrous gold shimmers with a warm, rich glow. As movement begins, the serpent's carved lines begin to shimmer with an unnatural inner glow. Slowly, the metallic form unfolds, its body peeling from the flat surface of the coin, transforming from a static etching into a three-dimensional, solid gold creature. Now fully alive, the serpent's tiny eyes gleam like ruby needlepoints as it glides hypnotically and silently across the mirror-like black space. Its segmented golden body moves with fluid grace, the dramatic sidelight capturing each polished scale and creating mesmerizing ripples of bright highlights within the profound darkness, evoking the tense and magical atmosphere of an ancient power awakening.",
+ "token_credit_reward": 6.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, aerial close-up focusing on an ancient gold coin resting on a dark, highly polished obsidian surface. The obverse features a coiling snake with meticulous scale carving, under a single dramatic key light that creates deep shadows and a warm, shimmering gold tone. Movement is envisioned as the snake emerging from the coin, becoming a three-dimensional, living creature with eyes that gleam like ruby needlepoints, gliding across a mirror-like black space, with fluid motion and dramatic side lighting to emphasize each polished scale.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The coin and the snake are identifiable, but there are noticeable artifacts and some blur during motion. The lighting remains warm and directional, yet the image sharpness varies across frames, leading to inconsistent clarity. The sequence shows some instability in focus and stability, resulting in a mid-range impression rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures the core idea of a gold coin with a snake motif and a warm, dramatic lighting setup. However, several key aspects are not convincingly realized: the emergence of a three-dimensional, living snake from the coin is not clearly depicted, the eyes do not gleam with a distinct ruby-like quality, and the glide across a mirror-like surface is not strongly established. Overall, the alignment sits at a moderate level.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in physical realism. The snake’s transition from a two-dimensional engraving to a three-dimensional form lacks convincing material behavior, and the implied interaction with the coin and surface does not consistently follow plausible physics. The motion and lighting cues do not always align with expected material properties, reducing overall coherence.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 2.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.921875,
+ "TA": 2.34375,
+ "MQ": 2.703125,
+ "Overall": 6.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, aerial close-up focusing on an ancient gold coin resting on a dark, highly polished obsidian surface. The obverse features a coiling snake with meticulous scale carving, under a single dramatic key light that creates deep shadows and a warm, shimmering gold tone. Movement is envisioned as the snake emerging from the coin, becoming a three-dimensional, living creature with eyes that gleam like ruby needlepoints, gliding across a mirror-like black space, with fluid motion and dramatic side lighting to emphasize each polished scale.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The coin and the snake are identifiable, but there are noticeable artifacts and some blur during motion. The lighting remains warm and directional, yet the image sharpness varies across frames, leading to inconsistent clarity. The sequence shows some instability in focus and stability, resulting in a mid-range impression rather than high fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures the core idea of a gold coin with a snake motif and a warm, dramatic lighting setup. However, several key aspects are not convincingly realized: the emergence of a three-dimensional, living snake from the coin is not clearly depicted, the eyes do not gleam with a distinct ruby-like quality, and the glide across a mirror-like surface is not strongly established. Overall, the alignment sits at a moderate level.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies in physical realism. The snake’s transition from a two-dimensional engraving to a three-dimensional form lacks convincing material behavior, and the implied interaction with the coin and surface does not consistently follow plausible physics. The motion and lighting cues do not always align with expected material properties, reducing overall coherence.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 2.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_8/index_tensor([4854, 4854])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_8/index_tensor([4854, 4854])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d6b5b6416a50a969b9698d5cc820d96139e9350
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_8/index_tensor([4854, 4854])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 30457,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_8/index_4854_seed_30457_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 7.96875,
+ "avg": 7.953125,
+ "reward_records": [
+ {
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+ "question": "Shot with the breathtaking detail of high-speed macro cinematography, this full-body, long shot tracks horizontally with a massive northern pike as it lurks motionless in murky, murky water. The water is a thick suspension of silt and algae, pierced by faint rays of green light, illuminating floating particles. The pike, a formidable predator, hangs suspended in the middle of the water, its long, torpedo-shaped body a detailed mosaic of olive-green and tawny scales, speckled with rows of pale, bean-shaped spots. Its fins, tinged with dark red, make imperceptible adjustments to maintain its position close to the rotting, waterlogged branches at the bottom of the silt. The scene is held in tense silence, and then, with explosive movements rendered in extreme slow motion, the pike strikes. Its powerful tail whips violently, creating a swirling vortex that kicks up clouds of sediment as its entire form surges forward. The camera continues to track perfectly, capturing how each muscle group contracts in visible, continuous waves beneath the skin and how the water displaces around its duckbill snout in a perfectly articulated hydrodynamic shell, transforming quiet tension into a breathtaking display of raw, aquatic power.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro cinematography sequence featuring a massive northern pike in murky water, with detailed visual elements including olive-green and tawny scales, pale spots, dark red fins, and a predatory strike with dynamic movement. The description emphasizes precise visual cues and a dramatic shift from stillness to explosive action.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and natural coloration, but there are noticeable issues that prevent a higher rating. Some frames exhibit motion blur during faster movements, occasional softness, and minor compression artifacts. While lighting remains generally consistent, a few frames lack sharpness, reducing overall clarity. The sequence remains coherent, but the quality does not reach high-end standards.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). The video includes a large fish and a murky environment, but several key prompt elements are not convincingly realized. The full-body, long-shot tracking is not clearly demonstrated, and the specific features described—such as pale spots, dark red fins, and a precise hydrodynamic shell—are not consistently evident. The dramatic strike and the associated water displacement are only partially captured, resulting in a partial alignment rather than faithful fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and environmental interactions, with believable water dynamics and creature proportions. However, some details are simplified or not fully aligned with real-world expectations (e.g., uniform scale patterns, limited fin detail), which prevents a stronger sense of realism. Overall, the depiction remains coherent and plausible without obvious contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.828125,
+ "TA": 2.28125,
+ "MQ": 2.84375,
+ "Overall": 7.96875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro cinematography sequence featuring a massive northern pike in murky water, with detailed visual elements including olive-green and tawny scales, pale spots, dark red fins, and a predatory strike with dynamic movement. The description emphasizes precise visual cues and a dramatic shift from stillness to explosive action.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and natural coloration, but there are noticeable issues that prevent a higher rating. Some frames exhibit motion blur during faster movements, occasional softness, and minor compression artifacts. While lighting remains generally consistent, a few frames lack sharpness, reducing overall clarity. The sequence remains coherent, but the quality does not reach high-end standards.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). The video includes a large fish and a murky environment, but several key prompt elements are not convincingly realized. The full-body, long-shot tracking is not clearly demonstrated, and the specific features described—such as pale spots, dark red fins, and a precise hydrodynamic shell—are not consistently evident. The dramatic strike and the associated water displacement are only partially captured, resulting in a partial alignment rather than faithful fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and environmental interactions, with believable water dynamics and creature proportions. However, some details are simplified or not fully aligned with real-world expectations (e.g., uniform scale patterns, limited fin detail), which prevents a stronger sense of realism. Overall, the depiction remains coherent and plausible without obvious contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot with the breathtaking detail of high-speed macro cinematography, this full-body, long shot tracks horizontally with a massive northern pike as it lurks motionless in murky, murky water. The water is a thick suspension of silt and algae, pierced by faint rays of green light, illuminating floating particles. The pike, a formidable predator, hangs suspended in the middle of the water, its long, torpedo-shaped body a detailed mosaic of olive-green and tawny scales, speckled with rows of pale, bean-shaped spots. Its fins, tinged with dark red, make imperceptible adjustments to maintain its position close to the rotting, waterlogged branches at the bottom of the silt. The scene is held in tense silence, and then, with explosive movements rendered in extreme slow motion, the pike strikes. Its powerful tail whips violently, creating a swirling vortex that kicks up clouds of sediment as its entire form surges forward. The camera continues to track perfectly, capturing how each muscle group contracts in visible, continuous waves beneath the skin and how the water displaces around its duckbill snout in a perfectly articulated hydrodynamic shell, transforming quiet tension into a breathtaking display of raw, aquatic power.",
+ "seed": 30458,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_8/index_4854_seed_30458_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": 3.0625,
+ "video_score2_ta": 2.875,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 9.0,
+ "avg": 9.015625,
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+ "question": "Shot with the breathtaking detail of high-speed macro cinematography, this full-body, long shot tracks horizontally with a massive northern pike as it lurks motionless in murky, murky water. The water is a thick suspension of silt and algae, pierced by faint rays of green light, illuminating floating particles. The pike, a formidable predator, hangs suspended in the middle of the water, its long, torpedo-shaped body a detailed mosaic of olive-green and tawny scales, speckled with rows of pale, bean-shaped spots. Its fins, tinged with dark red, make imperceptible adjustments to maintain its position close to the rotting, waterlogged branches at the bottom of the silt. The scene is held in tense silence, and then, with explosive movements rendered in extreme slow motion, the pike strikes. Its powerful tail whips violently, creating a swirling vortex that kicks up clouds of sediment as its entire form surges forward. The camera continues to track perfectly, capturing how each muscle group contracts in visible, continuous waves beneath the skin and how the water displaces around its duckbill snout in a perfectly articulated hydrodynamic shell, transforming quiet tension into a breathtaking display of raw, aquatic power.",
+ "token_credit_reward": 9.0,
+ "selected_reward": 9.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro cinematography sequence featuring a massive northern pike in murky water, with detailed visual elements including olive-green and tawny scales, pale spots, dark red fins, and a strike sequence with dynamic movement. The description emphasizes a tense setup followed by explosive, slow-motion action.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the fish and water environment, but there are occasional minor artifacts and slight inconsistencies in color rendering across frames. The macro perspective and lighting are present, yet some frames exhibit mild softness or compression effects that prevent a consistently pristine look. The sequence remains coherent, 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 large pike, murky water with algae, and a detailed scale pattern with pale spots. The fins appear dark red, and the general anatomy aligns with expectations. However, certain aspects of the prompt—such as the exact timing and dynamics of the strike, and the precise tracking behavior—are not fully realized in the footage, resulting in a solid but not perfect match.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The anatomy and environmental context are plausible, and the scene maintains believable spatial relationships. Nevertheless, there are minor deviations in motion realism and interaction with the substrate and water currents that prevent a higher level of common-sense fidelity.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0625,
+ "TA": 2.875,
+ "MQ": 3.078125,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro cinematography sequence featuring a massive northern pike in murky water, with detailed visual elements including olive-green and tawny scales, pale spots, dark red fins, and a strike sequence with dynamic movement. The description emphasizes a tense setup followed by explosive, slow-motion action.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the fish and water environment, but there are occasional minor artifacts and slight inconsistencies in color rendering across frames. The macro perspective and lighting are present, yet some frames exhibit mild softness or compression effects that prevent a consistently pristine look. The sequence remains coherent, 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 large pike, murky water with algae, and a detailed scale pattern with pale spots. The fins appear dark red, and the general anatomy aligns with expectations. However, certain aspects of the prompt—such as the exact timing and dynamics of the strike, and the precise tracking behavior—are not fully realized in the footage, resulting in a solid but not perfect match.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The anatomy and environmental context are plausible, and the scene maintains believable spatial relationships. Nevertheless, there are minor deviations in motion realism and interaction with the substrate and water currents that prevent a higher level of common-sense fidelity.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot with the breathtaking detail of high-speed macro cinematography, this full-body, long shot tracks horizontally with a massive northern pike as it lurks motionless in murky, murky water. The water is a thick suspension of silt and algae, pierced by faint rays of green light, illuminating floating particles. The pike, a formidable predator, hangs suspended in the middle of the water, its long, torpedo-shaped body a detailed mosaic of olive-green and tawny scales, speckled with rows of pale, bean-shaped spots. Its fins, tinged with dark red, make imperceptible adjustments to maintain its position close to the rotting, waterlogged branches at the bottom of the silt. The scene is held in tense silence, and then, with explosive movements rendered in extreme slow motion, the pike strikes. Its powerful tail whips violently, creating a swirling vortex that kicks up clouds of sediment as its entire form surges forward. The camera continues to track perfectly, capturing how each muscle group contracts in visible, continuous waves beneath the skin and how the water displaces around its duckbill snout in a perfectly articulated hydrodynamic shell, transforming quiet tension into a breathtaking display of raw, aquatic power.",
+ "seed": 30459,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_8/index_4854_seed_30459_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 1.96875,
+ "video_score2_mq": 3.703125,
+ "video_score2_overall": 8.625,
+ "avg": 8.640625,
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+ "question": "Shot with the breathtaking detail of high-speed macro cinematography, this full-body, long shot tracks horizontally with a massive northern pike as it lurks motionless in murky, murky water. The water is a thick suspension of silt and algae, pierced by faint rays of green light, illuminating floating particles. The pike, a formidable predator, hangs suspended in the middle of the water, its long, torpedo-shaped body a detailed mosaic of olive-green and tawny scales, speckled with rows of pale, bean-shaped spots. Its fins, tinged with dark red, make imperceptible adjustments to maintain its position close to the rotting, waterlogged branches at the bottom of the silt. The scene is held in tense silence, and then, with explosive movements rendered in extreme slow motion, the pike strikes. Its powerful tail whips violently, creating a swirling vortex that kicks up clouds of sediment as its entire form surges forward. The camera continues to track perfectly, capturing how each muscle group contracts in visible, continuous waves beneath the skin and how the water displaces around its duckbill snout in a perfectly articulated hydrodynamic shell, transforming quiet tension into a breathtaking display of raw, aquatic power.",
+ "token_credit_reward": 8.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro cinematography sequence featuring a massive northern pike in murky water, with detailed visual elements including olive-green and tawny scales, pale spots, dark red fins, and a predatory strike with dynamic movement. The description emphasizes a full-body, dynamic tracking shot that captures the creature's anatomy and hunting behavior.\n\nVisual Quality Assessment:\nAcross the frames, the imagery is generally clear with good focus and natural color rendering. The subject remains well defined against the murky background, and lighting appears consistent across shots. However, there are occasional minor softness and slight color grading inconsistencies that prevent a perfect top-tier look. Overall, the visual quality is solid but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video includes several prompt-relevant elements such as a large fish, murky environment, and visible fins. Yet key aspects of the prompt are not fully realized: the full-body, horizontal tracking shot is not consistently maintained, and the dramatic, explosive strike with a visible tail whip and vortex is not clearly depicted. The result is a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe depiction maintains plausible anatomy and environmental context, with believable water interaction and scale patterns. Some dynamic actions described in the prompt are underrepresented or ambiguous, leading to only partial adherence to real-world physics. Overall, physical consistency is acceptable but not strong (score 3).\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 1.96875,
+ "MQ": 3.703125,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro cinematography sequence featuring a massive northern pike in murky water, with detailed visual elements including olive-green and tawny scales, pale spots, dark red fins, and a predatory strike with dynamic movement. The description emphasizes a full-body, dynamic tracking shot that captures the creature's anatomy and hunting behavior.\n\nVisual Quality Assessment:\nAcross the frames, the imagery is generally clear with good focus and natural color rendering. The subject remains well defined against the murky background, and lighting appears consistent across shots. However, there are occasional minor softness and slight color grading inconsistencies that prevent a perfect top-tier look. Overall, the visual quality is solid but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video includes several prompt-relevant elements such as a large fish, murky environment, and visible fins. Yet key aspects of the prompt are not fully realized: the full-body, horizontal tracking shot is not consistently maintained, and the dramatic, explosive strike with a visible tail whip and vortex is not clearly depicted. The result is a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe depiction maintains plausible anatomy and environmental context, with believable water interaction and scale patterns. Some dynamic actions described in the prompt are underrepresented or ambiguous, leading to only partial adherence to real-world physics. Overall, physical consistency is acceptable but not strong (score 3).\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot with the breathtaking detail of high-speed macro cinematography, this full-body, long shot tracks horizontally with a massive northern pike as it lurks motionless in murky, murky water. The water is a thick suspension of silt and algae, pierced by faint rays of green light, illuminating floating particles. The pike, a formidable predator, hangs suspended in the middle of the water, its long, torpedo-shaped body a detailed mosaic of olive-green and tawny scales, speckled with rows of pale, bean-shaped spots. Its fins, tinged with dark red, make imperceptible adjustments to maintain its position close to the rotting, waterlogged branches at the bottom of the silt. The scene is held in tense silence, and then, with explosive movements rendered in extreme slow motion, the pike strikes. Its powerful tail whips violently, creating a swirling vortex that kicks up clouds of sediment as its entire form surges forward. The camera continues to track perfectly, capturing how each muscle group contracts in visible, continuous waves beneath the skin and how the water displaces around its duckbill snout in a perfectly articulated hydrodynamic shell, transforming quiet tension into a breathtaking display of raw, aquatic power.",
+ "seed": 30460,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000154/group_8/index_4854_seed_30460_dp_17_rank_34_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 2.390625,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.5,
+ "avg": 8.453125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "Shot with the breathtaking detail of high-speed macro cinematography, this full-body, long shot tracks horizontally with a massive northern pike as it lurks motionless in murky, murky water. The water is a thick suspension of silt and algae, pierced by faint rays of green light, illuminating floating particles. The pike, a formidable predator, hangs suspended in the middle of the water, its long, torpedo-shaped body a detailed mosaic of olive-green and tawny scales, speckled with rows of pale, bean-shaped spots. Its fins, tinged with dark red, make imperceptible adjustments to maintain its position close to the rotting, waterlogged branches at the bottom of the silt. The scene is held in tense silence, and then, with explosive movements rendered in extreme slow motion, the pike strikes. Its powerful tail whips violently, creating a swirling vortex that kicks up clouds of sediment as its entire form surges forward. The camera continues to track perfectly, capturing how each muscle group contracts in visible, continuous waves beneath the skin and how the water displaces around its duckbill snout in a perfectly articulated hydrodynamic shell, transforming quiet tension into a breathtaking display of raw, aquatic power.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro cinematography sequence featuring a massive northern pike in murky water, with detailed visual elements including olive-green and tawny scales, pale spots, dark red fins, and a predatory stance near rotting branches. The narrative emphasizes a dramatic strike, dynamic slow-motion movement, and perfect camera tracking.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the fish’s features, but there are occasional soft areas and minor artifacts. Water effects and environmental details are present but not consistently sharp across all frames. The sequence remains coherent, with no severe distortions or abrupt frame-to-frame jumps, though some frames exhibit slight blur or compression noise.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the pike’s presence, coloration, and the murky setting, and the camera appears to track the subject. However, the more dynamic aspects described in the prompt—high-speed, explosive movements, and a pronounced tail strike—are not convincingly realized in the footage. The result is a partial match where core visuals align but the intended dramatic action is underrepresented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The anatomy and environmental context appear plausible, with believable water interactions and lighting. Yet the absence of the expected dynamic predation behavior reduces the perceived realism of the scene, leaving some gaps between the described action and what is shown.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.03125,
+ "TA": 2.390625,
+ "MQ": 3.03125,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-speed macro cinematography sequence featuring a massive northern pike in murky water, with detailed visual elements including olive-green and tawny scales, pale spots, dark red fins, and a predatory stance near rotting branches. The narrative emphasizes a dramatic strike, dynamic slow-motion movement, and perfect camera tracking.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the fish’s features, but there are occasional soft areas and minor artifacts. Water effects and environmental details are present but not consistently sharp across all frames. The sequence remains coherent, with no severe distortions or abrupt frame-to-frame jumps, though some frames exhibit slight blur or compression noise.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the pike’s presence, coloration, and the murky setting, and the camera appears to track the subject. However, the more dynamic aspects described in the prompt—high-speed, explosive movements, and a pronounced tail strike—are not convincingly realized in the footage. The result is a partial match where core visuals align but the intended dramatic action is underrepresented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The anatomy and environmental context appear plausible, with believable water interactions and lighting. Yet the absence of the expected dynamic predation behavior reduces the perceived realism of the scene, leaving some gaps between the described action and what is shown.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Composition/A book and a cup of tea exchanging stories, each telling the other about their adventures.-1.mp4 b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Composition/A book and a cup of tea exchanging stories, each telling the other about their adventures.-1.mp4
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diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Composition/A monkey, a piano, a backpack, and a traffic cone are on stage for a performance. The monkey plays the piano with its feet, but the backpack suddenly jumps onto the keys, causing t-0.mp4 b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Composition/A monkey, a piano, a backpack, and a traffic cone are on stage for a performance. The monkey plays the piano with its feet, but the backpack suddenly jumps onto the keys, causing t-0.mp4
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diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Composition/A panda with the antlers of a deer, the body of a lion, the tail of a monkey, and the wings of a bat, a majestic creature roaming forests and skies.-2.mp4 b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Composition/A panda with the antlers of a deer, the body of a lion, the tail of a monkey, and the wings of a bat, a majestic creature roaming forests and skies.-2.mp4
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diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Human_Interaction/One person adjusts the glasses of another.-0.mp4 b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Human_Interaction/One person adjusts the glasses of another.-0.mp4
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diff --git "a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Human_Interaction/One person adjusts the settings on another person\342\200\231s phone.-0.mp4" "b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Human_Interaction/One person adjusts the settings on another person\342\200\231s phone.-0.mp4"
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diff --git "a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Human_Interaction/One person brushes the dust off another person\342\200\231s jacket.-1.mp4" "b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Human_Interaction/One person brushes the dust off another person\342\200\231s jacket.-1.mp4"
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diff --git "a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Human_Interaction/One person cleans another person\342\200\231s glasses.-0.mp4" "b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/vbench2_eval/step_100/videos/Human_Interaction/One person cleans another person\342\200\231s glasses.-0.mp4"
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