diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000148/group_0/index_tensor([3484, 3484])_group_0_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000148/group_0/index_tensor([3484, 3484])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d0c1ae2f4f7913c124b62d45e8200f5fd7c0814
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000148/group_0/index_tensor([3484, 3484])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
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+ "seed": 26788,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000148/group_0/index_3484_seed_26788_dp_0_rank_0_sample_0_slot_0.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sequence that starts with a low-angle close-up of a spinning top on a stone floor, transitions to a first-person perspective, and then shows a person smiling while looking at the top under warm lighting. In practice, the video presents the spinning top clearly, but the transition to the first-person view and the subsequent appearance of the person are not convincingly realized; the narrative progression is only partially captured.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The spinning top is rendered with decent detail and color, and the lighting remains warm and consistent. However, there are noticeable issues: several frames exhibit motion blur or slight focus shifts, and the later frames featuring the person show reduced sharpness and some instability. The sequence lacks cohesive visual continuity, which lowers the overall impression despite solid rendering of key elements.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the spinning top and warm lighting, but the crucial moments described—particularly the seamless transition to a first-person perspective and the emergence of the person—are not convincingly depicted. The narrative flow is incomplete, resulting in partial alignment rather than full fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The spinning top’s motion appears plausible, and the lighting remains coherent across shots. Some minor inconsistencies arise from abrupt transitions and slight focus/blur variations, which slightly undermine realism but do not break basic physical 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": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.25,
+ "TA": 3.390625,
+ "MQ": 3.0,
+ "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 sequence that starts with a low-angle close-up of a spinning top on a stone floor, transitions to a first-person perspective, and then shows a person smiling while looking at the top under warm lighting. In practice, the video presents the spinning top clearly, but the transition to the first-person view and the subsequent appearance of the person are not convincingly realized; the narrative progression is only partially captured.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The spinning top is rendered with decent detail and color, and the lighting remains warm and consistent. However, there are noticeable issues: several frames exhibit motion blur or slight focus shifts, and the later frames featuring the person show reduced sharpness and some instability. The sequence lacks cohesive visual continuity, which lowers the overall impression despite solid rendering of key elements.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the spinning top and warm lighting, but the crucial moments described—particularly the seamless transition to a first-person perspective and the emergence of the person—are not convincingly depicted. The narrative flow is incomplete, resulting in partial alignment rather than full fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The spinning top’s motion appears plausible, and the lighting remains coherent across shots. Some minor inconsistencies arise from abrupt transitions and slight focus/blur variations, which slightly undermine realism but do not break basic physical plausibility.\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 low-angle close-up, the camera resting on the pristine, slate-gray stone floor, focusing on a humming, hand-painted wooden spinning top. Its vintage, interwoven red, yellow, and blue spiral stripes blend into a hazy halo as it spins at high speed. The wood, smooth and mellow from constant play, spins steadily on the time-worn stone, emitting a steady, melodious hum. Then, mimicking a first-person perspective, the camera slowly and smoothly tilts upward, framing you, with your long, flowing, dark brown hair. You, wearing a loose, off-white knit sweater, gaze down at the spinning top with a touch of curiosity and tenderness. As the camera rises to eye level with you, we exchange a fleeting smile. A genuine, warm smile graces your lips, your eyes gleaming with pure joy. A beam of warm afternoon sunlight slants in from the side window, adding a soft highlight to this captured moment. It not only forms a bright spot of light on the top of the spinning top, but also outlines a circle of charming golden contour light for your profile and hair ends. The whole picture is filled with a warm, healing and relaxing feeling in the soft light and our tacit smiles.",
+ "seed": 26789,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000148/group_0/index_3484_seed_26789_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.25,
+ "video_score2_ta": 3.078125,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 8.25,
+ "avg": 8.296875,
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+ "question": "The film begins with a low-angle close-up, the camera resting on the pristine, slate-gray stone floor, focusing on a humming, hand-painted wooden spinning top. Its vintage, interwoven red, yellow, and blue spiral stripes blend into a hazy halo as it spins at high speed. The wood, smooth and mellow from constant play, spins steadily on the time-worn stone, emitting a steady, melodious hum. Then, mimicking a first-person perspective, the camera slowly and smoothly tilts upward, framing you, with your long, flowing, dark brown hair. You, wearing a loose, off-white knit sweater, gaze down at the spinning top with a touch of curiosity and tenderness. As the camera rises to eye level with you, we exchange a fleeting smile. A genuine, warm smile graces your lips, your eyes gleaming with pure joy. A beam of warm afternoon sunlight slants in from the side window, adding a soft highlight to this captured moment. It not only forms a bright spot of light on the top of the spinning top, but also outlines a circle of charming golden contour light for your profile and hair ends. The whole picture is filled with a warm, healing and relaxing feeling in the soft light and our tacit smiles.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sequence that starts with a low-angle close-up of a spinning wooden top on a stone floor, transitions to a first-person perspective, and then shows a smiling person with warm lighting. In practice, the video presents the spinning top clearly, but the transition to the person and the described lighting cues are not convincingly realized; overall alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The spinning top is rendered with decent detail and stable framing, while the later frames featuring the person show noticeable blur and softer rendering. The lighting is warm and consistent, but sharpness varies across frames, resulting in an uneven overall clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The core elements—the spinning top and its motion—are present, but the transition to the person and the specific lighting effects described in the prompt are underrepresented or inconsistently rendered, leading to only partial fidelity to the intended scene.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The spinning motion appears plausible, and the general interaction between objects and environment reads as believable, though some lighting and spatial cues do not fully align with real-world expectations, reducing overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.25,
+ "TA": 3.078125,
+ "MQ": 2.96875,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sequence that starts with a low-angle close-up of a spinning wooden top on a stone floor, transitions to a first-person perspective, and then shows a smiling person with warm lighting. In practice, the video presents the spinning top clearly, but the transition to the person and the described lighting cues are not convincingly realized; overall alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The spinning top is rendered with decent detail and stable framing, while the later frames featuring the person show noticeable blur and softer rendering. The lighting is warm and consistent, but sharpness varies across frames, resulting in an uneven overall clarity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The core elements—the spinning top and its motion—are present, but the transition to the person and the specific lighting effects described in the prompt are underrepresented or inconsistently rendered, leading to only partial fidelity to the intended scene.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The spinning motion appears plausible, and the general interaction between objects and environment reads as believable, though some lighting and spatial cues do not fully align with real-world expectations, reducing overall coherence.\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 low-angle close-up, the camera resting on the pristine, slate-gray stone floor, focusing on a humming, hand-painted wooden spinning top. Its vintage, interwoven red, yellow, and blue spiral stripes blend into a hazy halo as it spins at high speed. The wood, smooth and mellow from constant play, spins steadily on the time-worn stone, emitting a steady, melodious hum. Then, mimicking a first-person perspective, the camera slowly and smoothly tilts upward, framing you, with your long, flowing, dark brown hair. You, wearing a loose, off-white knit sweater, gaze down at the spinning top with a touch of curiosity and tenderness. As the camera rises to eye level with you, we exchange a fleeting smile. A genuine, warm smile graces your lips, your eyes gleaming with pure joy. A beam of warm afternoon sunlight slants in from the side window, adding a soft highlight to this captured moment. It not only forms a bright spot of light on the top of the spinning top, but also outlines a circle of charming golden contour light for your profile and hair ends. The whole picture is filled with a warm, healing and relaxing feeling in the soft light and our tacit smiles.",
+ "seed": 26790,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000148/group_0/index_3484_seed_26790_dp_1_rank_2_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 1.859375,
+ "video_score2_ta": 3.109375,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 7.875,
+ "avg": 7.875,
+ "reward_records": [
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+ "question": "The film begins with a low-angle close-up, the camera resting on the pristine, slate-gray stone floor, focusing on a humming, hand-painted wooden spinning top. Its vintage, interwoven red, yellow, and blue spiral stripes blend into a hazy halo as it spins at high speed. The wood, smooth and mellow from constant play, spins steadily on the time-worn stone, emitting a steady, melodious hum. Then, mimicking a first-person perspective, the camera slowly and smoothly tilts upward, framing you, with your long, flowing, dark brown hair. You, wearing a loose, off-white knit sweater, gaze down at the spinning top with a touch of curiosity and tenderness. As the camera rises to eye level with you, we exchange a fleeting smile. A genuine, warm smile graces your lips, your eyes gleaming with pure joy. A beam of warm afternoon sunlight slants in from the side window, adding a soft highlight to this captured moment. It not only forms a bright spot of light on the top of the spinning top, but also outlines a circle of charming golden contour light for your profile and hair ends. The whole picture is filled with a warm, healing and relaxing feeling in the soft light and our tacit smiles.",
+ "token_credit_reward": 7.875,
+ "selected_reward": 7.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sequence that starts with a low-angle close-up of a spinning wooden top on a stone floor, transitions to a first-person perspective, and then shows a person with long dark hair smiling warmly under warm lighting. The overall intent is clear, but the execution does not consistently realize all described elements across the footage.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show some blur and uneven sharpness; the spinning top is visible but not always crisply defined, and the background remains softly focused. The lighting is warm and generally consistent, yet there are occasional exposure variations and minor artifacts that affect perceived clarity. The sequence maintains a coherent look, but the image quality does not reach high-fidelity standards.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the spinning top and the warm lighting, and the subject appears with a smile, but several key aspects are not clearly realized: the initial low-angle close-up is not strongly established, the tilt-up motion is not clearly depicted, and the off-white knit sweater detail is not consistently evident. The core elements exist, but the correspondence to the full prompt is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The spinning motion and gravity cues feel plausible, and the lighting remains coherent throughout. There are no glaring physics violations, though minor inconsistencies in motion timing or shading prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.859375,
+ "TA": 3.109375,
+ "MQ": 2.90625,
+ "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 sequence that starts with a low-angle close-up of a spinning wooden top on a stone floor, transitions to a first-person perspective, and then shows a person with long dark hair smiling warmly under warm lighting. The overall intent is clear, but the execution does not consistently realize all described elements across the footage.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show some blur and uneven sharpness; the spinning top is visible but not always crisply defined, and the background remains softly focused. The lighting is warm and generally consistent, yet there are occasional exposure variations and minor artifacts that affect perceived clarity. The sequence maintains a coherent look, but the image quality does not reach high-fidelity standards.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the spinning top and the warm lighting, and the subject appears with a smile, but several key aspects are not clearly realized: the initial low-angle close-up is not strongly established, the tilt-up motion is not clearly depicted, and the off-white knit sweater detail is not consistently evident. The core elements exist, but the correspondence to the full prompt is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The spinning motion and gravity cues feel plausible, and the lighting remains coherent throughout. There are no glaring physics violations, though minor inconsistencies in motion timing or shading prevent a higher score.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "The film begins with a low-angle close-up, the camera resting on the pristine, slate-gray stone floor, focusing on a humming, hand-painted wooden spinning top. Its vintage, interwoven red, yellow, and blue spiral stripes blend into a hazy halo as it spins at high speed. The wood, smooth and mellow from constant play, spins steadily on the time-worn stone, emitting a steady, melodious hum. Then, mimicking a first-person perspective, the camera slowly and smoothly tilts upward, framing you, with your long, flowing, dark brown hair. You, wearing a loose, off-white knit sweater, gaze down at the spinning top with a touch of curiosity and tenderness. As the camera rises to eye level with you, we exchange a fleeting smile. A genuine, warm smile graces your lips, your eyes gleaming with pure joy. A beam of warm afternoon sunlight slants in from the side window, adding a soft highlight to this captured moment. It not only forms a bright spot of light on the top of the spinning top, but also outlines a circle of charming golden contour light for your profile and hair ends. The whole picture is filled with a warm, healing and relaxing feeling in the soft light and our tacit smiles.",
+ "seed": 26791,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000148/group_0/index_3484_seed_26791_dp_1_rank_2_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.703125,
+ "video_score2_ta": 3.625,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.3125,
+ "avg": 9.34375,
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+ {
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+ "question_id": "videoscore2_overall",
+ "question": "The film begins with a low-angle close-up, the camera resting on the pristine, slate-gray stone floor, focusing on a humming, hand-painted wooden spinning top. Its vintage, interwoven red, yellow, and blue spiral stripes blend into a hazy halo as it spins at high speed. The wood, smooth and mellow from constant play, spins steadily on the time-worn stone, emitting a steady, melodious hum. Then, mimicking a first-person perspective, the camera slowly and smoothly tilts upward, framing you, with your long, flowing, dark brown hair. You, wearing a loose, off-white knit sweater, gaze down at the spinning top with a touch of curiosity and tenderness. As the camera rises to eye level with you, we exchange a fleeting smile. A genuine, warm smile graces your lips, your eyes gleaming with pure joy. A beam of warm afternoon sunlight slants in from the side window, adding a soft highlight to this captured moment. It not only forms a bright spot of light on the top of the spinning top, but also outlines a circle of charming golden contour light for your profile and hair ends. The whole picture is filled with a warm, healing and relaxing feeling in the soft light and our tacit smiles.",
+ "token_credit_reward": 9.3125,
+ "selected_reward": 9.3125,
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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 where a spinning top with red, yellow, and blue spiral stripes sits on a stone floor, viewed from a low angle, then tilting up to show a person with long dark hair wearing a white knit sweater, who gazes at the top with curiosity and a gentle smile under warm lighting. In the actual video, several elements align (the spinning top, the tilt-up motion, the warm lighting, and the subject’s presence), but key aspects of the prompt are not faithfully realized. The top’s appearance and the exact color scheme diverge, and the overall mood and emphasis do not consistently match the described intimate, contemplative moment.\n\nVisual Quality Analysis:\nOverall, the video presents moderate visual quality. There are noticeable blur and softness across many frames, especially during motion, which reduces sharpness and detail. Some frames retain enough clarity to discern the top and the subject, but the sequence lacks consistent sharpness and fine texture. Lighting remains warm and generally stable, yet the combination of blur and occasional focus issues lowers perceived quality. The motion appears reasonably smooth, but the blur limits assessment of fine-grained dynamics. In sum, visual quality is acceptable but not strong, reflecting a mid-range score.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. Core elements such as the spinning top, the tilt-up camera movement, and the warm lighting are present, and the subject is visible. However, several critical details diverge: the top’s color pattern does not match the specified red, yellow, and blue spiral, and the emotional tone and intimate atmosphere described in the prompt are not convincingly conveyed. Overall, the alignment is moderate rather than faithful, corresponding to a mid-range score.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the spinning top interacts with the surface in a believable manner, and the subject’s posture and expression appear natural within the frame. There are no obvious violations of basic physics or anatomy. Nevertheless, minor inconsistencies in lighting interaction and subtle timing cues reduce the sense of perfect realism. Taken together, physical/common-sense consistency is adequate but not exceptional, aligning with a mid-range score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.703125,
+ "TA": 3.625,
+ "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 where a spinning top with red, yellow, and blue spiral stripes sits on a stone floor, viewed from a low angle, then tilting up to show a person with long dark hair wearing a white knit sweater, who gazes at the top with curiosity and a gentle smile under warm lighting. In the actual video, several elements align (the spinning top, the tilt-up motion, the warm lighting, and the subject’s presence), but key aspects of the prompt are not faithfully realized. The top’s appearance and the exact color scheme diverge, and the overall mood and emphasis do not consistently match the described intimate, contemplative moment.\n\nVisual Quality Analysis:\nOverall, the video presents moderate visual quality. There are noticeable blur and softness across many frames, especially during motion, which reduces sharpness and detail. Some frames retain enough clarity to discern the top and the subject, but the sequence lacks consistent sharpness and fine texture. Lighting remains warm and generally stable, yet the combination of blur and occasional focus issues lowers perceived quality. The motion appears reasonably smooth, but the blur limits assessment of fine-grained dynamics. In sum, visual quality is acceptable but not strong, reflecting a mid-range score.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. Core elements such as the spinning top, the tilt-up camera movement, and the warm lighting are present, and the subject is visible. However, several critical details diverge: the top’s color pattern does not match the specified red, yellow, and blue spiral, and the emotional tone and intimate atmosphere described in the prompt are not convincingly conveyed. Overall, the alignment is moderate rather than faithful, corresponding to a mid-range score.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the spinning top interacts with the surface in a believable manner, and the subject’s posture and expression appear natural within the frame. There are no obvious violations of basic physics or anatomy. Nevertheless, minor inconsistencies in lighting interaction and subtle timing cues reduce the sense of perfect realism. Taken together, physical/common-sense consistency is adequate but not exceptional, aligning with a mid-range score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000148/group_7/index_tensor([1344, 1344])_group_7_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000148/group_7/index_tensor([1344, 1344])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca91709a25862e83e6589dcc624b397e34165502
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000148/group_7/index_tensor([1344, 1344])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "dynamic, low-angle tracking shot closely follows a lion-like beast as it violently charges down the streets of an ancient village. The creature possesses a wrinkled, turquoise face, two thick, curved ivory tusks jutting menacingly from its upper jaw, its eyes blazing an ominous orange-red. Its muscular body is covered in rough, dark green scales, and its mane, instead of hair, consists of countless twisted, dark gray, rock-like spikes. It surges forward with devastating force, its massive limbs powerful, each step slamming heavily onto the narrow, irregularly paved streets of bluestone, its massive claws cracking the stone. The streets are lined with old wooden houses with low eaves, some paper windows rattling in the violent tremors. Behind it, a thick, yellow dust cloud of dirt, gravel, and hay is whipped up, nearly engulfing the landscape behind it. Under the oppressive orange-purple sky of dusk, the setting sun casts long, dynamic shadows across the monster’s body, highlighting the texture of its scales. The entire scene is filled with an atmosphere of primal, unstoppable rage and chaos.",
+ "seed": 2328,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000148/group_7/index_1344_seed_2328_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": 3.53125,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.125,
+ "avg": 9.125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dynamic, low-angle tracking shot closely follows a lion-like beast as it violently charges down the streets of an ancient village. The creature possesses a wrinkled, turquoise face, two thick, curved ivory tusks jutting menacingly from its upper jaw, its eyes blazing an ominous orange-red. Its muscular body is covered in rough, dark green scales, and its mane, instead of hair, consists of countless twisted, dark gray, rock-like spikes. It surges forward with devastating force, its massive limbs powerful, each step slamming heavily onto the narrow, irregularly paved streets of bluestone, its massive claws cracking the stone. The streets are lined with old wooden houses with low eaves, some paper windows rattling in the violent tremors. Behind it, a thick, yellow dust cloud of dirt, gravel, and hay is whipped up, nearly engulfing the landscape behind it. Under the oppressive orange-purple sky of dusk, the setting sun casts long, dynamic shadows across the monster’s body, highlighting the texture of its scales. The entire scene is filled with an atmosphere of primal, unstoppable rage and chaos.",
+ "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 dynamic, low-angle tracking shot following a lion-like beast as it charges down the streets of an ancient village. The creature features a wrinkled turquoise face, two thick curved ivory tusks, orange-red eyes, a muscular body with rough dark green scales, a mane of twisted dark gray rock-like spikes, and massive limbs that slam onto the narrow bluestone streets. The scene includes old wooden houses with low eaves, paper windows, a thick yellow dust cloud, and an oppressive orange-purple dusk sky with long shadows.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially during motion. There are occasional artifacts and mild color grading inconsistencies, yet lighting remains coherent and the scene maintains a consistent orange-purple dusk ambiance. The sequence is readable and cohesive, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a lion-like beast, low-angle tracking, ancient village setting, prominent features such as turquoise face, tusks, orange-red eyes, dark green scales, and a mane of twisted rock-like spikes. The environment—old wooden houses, low eaves, paper windows, and the dust cloud—reads clearly. Some finer-grained details (e.g., exact scale texture, mane dynamics) are present but not exhaustively detailed; nonetheless, the major prompt components are well represented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The creature’s proportions and interaction with the environment feel plausible within the fantasy context, and lighting/shadows support depth. However, there are minor inconsistencies in motion dynamics and environmental interactions 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": 2.546875,
+ "TA": 3.53125,
+ "MQ": 3.046875,
+ "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 dynamic, low-angle tracking shot following a lion-like beast as it charges down the streets of an ancient village. The creature features a wrinkled turquoise face, two thick curved ivory tusks, orange-red eyes, a muscular body with rough dark green scales, a mane of twisted dark gray rock-like spikes, and massive limbs that slam onto the narrow bluestone streets. The scene includes old wooden houses with low eaves, paper windows, a thick yellow dust cloud, and an oppressive orange-purple dusk sky with long shadows.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially during motion. There are occasional artifacts and mild color grading inconsistencies, yet lighting remains coherent and the scene maintains a consistent orange-purple dusk ambiance. The sequence is readable and cohesive, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a lion-like beast, low-angle tracking, ancient village setting, prominent features such as turquoise face, tusks, orange-red eyes, dark green scales, and a mane of twisted rock-like spikes. The environment—old wooden houses, low eaves, paper windows, and the dust cloud—reads clearly. Some finer-grained details (e.g., exact scale texture, mane dynamics) are present but not exhaustively detailed; nonetheless, the major prompt components are well represented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The creature’s proportions and interaction with the environment feel plausible within the fantasy context, and lighting/shadows support depth. However, there are minor inconsistencies in motion dynamics and environmental interactions 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"
+ ]
+ },
+ {
+ "prompt": "dynamic, low-angle tracking shot closely follows a lion-like beast as it violently charges down the streets of an ancient village. The creature possesses a wrinkled, turquoise face, two thick, curved ivory tusks jutting menacingly from its upper jaw, its eyes blazing an ominous orange-red. Its muscular body is covered in rough, dark green scales, and its mane, instead of hair, consists of countless twisted, dark gray, rock-like spikes. It surges forward with devastating force, its massive limbs powerful, each step slamming heavily onto the narrow, irregularly paved streets of bluestone, its massive claws cracking the stone. The streets are lined with old wooden houses with low eaves, some paper windows rattling in the violent tremors. Behind it, a thick, yellow dust cloud of dirt, gravel, and hay is whipped up, nearly engulfing the landscape behind it. Under the oppressive orange-purple sky of dusk, the setting sun casts long, dynamic shadows across the monster’s body, highlighting the texture of its scales. The entire scene is filled with an atmosphere of primal, unstoppable rage and chaos.",
+ "seed": 2329,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000148/group_7/index_1344_seed_2329_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": 2.28125,
+ "video_score2_ta": 3.875,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 9.125,
+ "avg": 9.09375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic, low-angle tracking shot closely follows a lion-like beast as it violently charges down the streets of an ancient village. The creature possesses a wrinkled, turquoise face, two thick, curved ivory tusks jutting menacingly from its upper jaw, its eyes blazing an ominous orange-red. Its muscular body is covered in rough, dark green scales, and its mane, instead of hair, consists of countless twisted, dark gray, rock-like spikes. It surges forward with devastating force, its massive limbs powerful, each step slamming heavily onto the narrow, irregularly paved streets of bluestone, its massive claws cracking the stone. The streets are lined with old wooden houses with low eaves, some paper windows rattling in the violent tremors. Behind it, a thick, yellow dust cloud of dirt, gravel, and hay is whipped up, nearly engulfing the landscape behind it. Under the oppressive orange-purple sky of dusk, the setting sun casts long, dynamic shadows across the monster’s body, highlighting the texture of its scales. The entire scene is filled with an atmosphere of primal, unstoppable rage and chaos.",
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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 describes a dynamic, low-angle tracking shot following a lion-like beast that charges down the streets of an ancient village. The creature has a wrinkled turquoise face, two thick curved ivory tusks, blazing orange-red eyes, a muscular body with rough dark green scales, and a mane of twisted dark gray rock-like spikes. It surges forward with heavy steps, each slamming onto the narrow bluestone streets, with old wooden houses lining the way and a thick yellow dust cloud behind it under an orange-purple dusk sky.\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 distant background elements. The main subject remains identifiable, but fine details are not consistently crisp. Lighting and color grading capture the dusk atmosphere, though there are occasional minor artifacts and slight inconsistencies in sharpness across frames. The sequence maintains a cohesive look, but overall 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 the core elements: a lion-like beast with a turquoise face, visible tusks, glowing eyes, muscular body with scales, and a mane of twisted spikes. The low-angle tracking shot and the ancient village setting are well represented, and the orange-red sky and dust cloud align with the description. Some finer details such as exact scale texture or subtle mane dynamics may be less pronounced, but the major features and narrative cues match the prompt closely.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The creature’s proportions and interaction with the environment feel plausible within a fantasy context, and lighting/shadows support depth. However, certain motions and environmental interactions could benefit from more precise physics cues to enhance believability.\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": 2.28125,
+ "TA": 3.875,
+ "MQ": 2.9375,
+ "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 dynamic, low-angle tracking shot following a lion-like beast that charges down the streets of an ancient village. The creature has a wrinkled turquoise face, two thick curved ivory tusks, blazing orange-red eyes, a muscular body with rough dark green scales, and a mane of twisted dark gray rock-like spikes. It surges forward with heavy steps, each slamming onto the narrow bluestone streets, with old wooden houses lining the way and a thick yellow dust cloud behind it under an orange-purple dusk sky.\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 distant background elements. The main subject remains identifiable, but fine details are not consistently crisp. Lighting and color grading capture the dusk atmosphere, though there are occasional minor artifacts and slight inconsistencies in sharpness across frames. The sequence maintains a cohesive look, but overall 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 the core elements: a lion-like beast with a turquoise face, visible tusks, glowing eyes, muscular body with scales, and a mane of twisted spikes. The low-angle tracking shot and the ancient village setting are well represented, and the orange-red sky and dust cloud align with the description. Some finer details such as exact scale texture or subtle mane dynamics may be less pronounced, but the major features and narrative cues match the prompt closely.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The creature’s proportions and interaction with the environment feel plausible within a fantasy context, and lighting/shadows support depth. However, certain motions and environmental interactions could benefit from more precise physics cues to enhance believability.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic, low-angle tracking shot closely follows a lion-like beast as it violently charges down the streets of an ancient village. The creature possesses a wrinkled, turquoise face, two thick, curved ivory tusks jutting menacingly from its upper jaw, its eyes blazing an ominous orange-red. Its muscular body is covered in rough, dark green scales, and its mane, instead of hair, consists of countless twisted, dark gray, rock-like spikes. It surges forward with devastating force, its massive limbs powerful, each step slamming heavily onto the narrow, irregularly paved streets of bluestone, its massive claws cracking the stone. The streets are lined with old wooden houses with low eaves, some paper windows rattling in the violent tremors. Behind it, a thick, yellow dust cloud of dirt, gravel, and hay is whipped up, nearly engulfing the landscape behind it. Under the oppressive orange-purple sky of dusk, the setting sun casts long, dynamic shadows across the monster’s body, highlighting the texture of its scales. The entire scene is filled with an atmosphere of primal, unstoppable rage and chaos.",
+ "seed": 2330,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000148/group_7/index_1344_seed_2330_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 3.703125,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 9.875,
+ "avg": 9.84375,
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+ "question": "dynamic, low-angle tracking shot closely follows a lion-like beast as it violently charges down the streets of an ancient village. The creature possesses a wrinkled, turquoise face, two thick, curved ivory tusks jutting menacingly from its upper jaw, its eyes blazing an ominous orange-red. Its muscular body is covered in rough, dark green scales, and its mane, instead of hair, consists of countless twisted, dark gray, rock-like spikes. It surges forward with devastating force, its massive limbs powerful, each step slamming heavily onto the narrow, irregularly paved streets of bluestone, its massive claws cracking the stone. The streets are lined with old wooden houses with low eaves, some paper windows rattling in the violent tremors. Behind it, a thick, yellow dust cloud of dirt, gravel, and hay is whipped up, nearly engulfing the landscape behind it. Under the oppressive orange-purple sky of dusk, the setting sun casts long, dynamic shadows across the monster’s body, highlighting the texture of its scales. The entire scene is filled with an atmosphere of primal, unstoppable rage and chaos.",
+ "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 dynamic, low-angle tracking shot following a lion-like beast as it charges down the streets of an ancient village. The creature has a wrinkled turquoise face, two thick curved ivory tusks, orange-red eyes, a muscular body with rough dark green scales, and a mane of twisted dark gray rock-like spikes. It surges forward with heavy steps, each slamming onto the narrow bluestone streets, with a thick yellow dust cloud behind it. The scene is set under an oppressive orange-purple dusk sky with long dynamic shadows and an atmosphere of primal, unstoppable rage and chaos.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the creature and environment, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent, with no major distortions, though some frames exhibit subtle motion blur during fast actions.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a lion-like beast, ancient village setting, low-angle tracking, and the described color and texture cues. Some nuanced aspects such as the exact mane texture and the intensity of the dust cloud are present but not perfectly matched, resulting in a small gap between description and execution.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The creature’s proportions and interaction with the environment are generally plausible, and lighting/shadows align with the scene. However, there are minor inconsistencies in scale details and environmental interactions that prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.703125,
+ "MQ": 3.109375,
+ "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 dynamic, low-angle tracking shot following a lion-like beast as it charges down the streets of an ancient village. The creature has a wrinkled turquoise face, two thick curved ivory tusks, orange-red eyes, a muscular body with rough dark green scales, and a mane of twisted dark gray rock-like spikes. It surges forward with heavy steps, each slamming onto the narrow bluestone streets, with a thick yellow dust cloud behind it. The scene is set under an oppressive orange-purple dusk sky with long dynamic shadows and an atmosphere of primal, unstoppable rage and chaos.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the creature and environment, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent, with no major distortions, though some frames exhibit subtle motion blur during fast actions.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a lion-like beast, ancient village setting, low-angle tracking, and the described color and texture cues. Some nuanced aspects such as the exact mane texture and the intensity of the dust cloud are present but not perfectly matched, resulting in a small gap between description and execution.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The creature’s proportions and interaction with the environment are generally plausible, and lighting/shadows align with the scene. However, there are minor inconsistencies in scale details and environmental interactions that prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 2331,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000148/group_7/index_1344_seed_2331_dp_15_rank_30_sample_3_slot_1.mp4",
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.390625,
+ "video_score2_ta": 4.1875,
+ "video_score2_mq": 3.8125,
+ "video_score2_overall": 11.375,
+ "avg": 11.390625,
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
+ 1,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dynamic, low-angle tracking shot following a lion-like beast as it charges down the streets of an ancient village. The creature has a wrinkled turquoise face, two thick curved ivory tusks, orange-red eyes, a muscular body with rough dark green scales, and a mane of twisted dark gray rock-like spikes. It surges forward with heavy steps, massive limbs, and claws that crack the bluestone streets. The scene includes old wooden houses with low eaves, paper windows, a thick yellow dust cloud, and an orange-purple dusk sky with long shadows. The overall mood is one of primal, unstoppable rage and chaos.\n\nVisual Quality Assessment:\nThe frames show solid rendering with clear detail in the creature and environment. Lighting and color grading support the dusk atmosphere, and the dust cloud and debris read convincingly. However, there are occasional minor artifacts and slight frame-to-frame 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 well with the prompt: the lion-like beast, the low-angle tracking, the ancient village setting, the turquoise face, the prominent tusks, the orange-red eyes, the muscular body with scales, the mane of rock-like spikes, the charging motion, and the dusty environment are all present. Some very specific details may be less pronounced or slightly stylized, but the core elements match the description closely. Overall alignment is strong (roughly 4/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent fantasy physics within a village context. The creature’s mass, momentum, and interactions with the ground and dust are believable, and environmental effects like dust clouds and debris behave consistently with the action. There are no glaring logical contradictions, though a few micro-physics cues could be refined for even tighter internal consistency. Overall, physical/common-sense consistency is solid (roughly 4/5).\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.390625,
+ "TA": 4.1875,
+ "MQ": 3.8125,
+ "Overall": 11.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dynamic, low-angle tracking shot following a lion-like beast as it charges down the streets of an ancient village. The creature has a wrinkled turquoise face, two thick curved ivory tusks, orange-red eyes, a muscular body with rough dark green scales, and a mane of twisted dark gray rock-like spikes. It surges forward with heavy steps, massive limbs, and claws that crack the bluestone streets. The scene includes old wooden houses with low eaves, paper windows, a thick yellow dust cloud, and an orange-purple dusk sky with long shadows. The overall mood is one of primal, unstoppable rage and chaos.\n\nVisual Quality Assessment:\nThe frames show solid rendering with clear detail in the creature and environment. Lighting and color grading support the dusk atmosphere, and the dust cloud and debris read convincingly. However, there are occasional minor artifacts and slight frame-to-frame 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 well with the prompt: the lion-like beast, the low-angle tracking, the ancient village setting, the turquoise face, the prominent tusks, the orange-red eyes, the muscular body with scales, the mane of rock-like spikes, the charging motion, and the dusty environment are all present. Some very specific details may be less pronounced or slightly stylized, but the core elements match the description closely. Overall alignment is strong (roughly 4/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent fantasy physics within a village context. The creature’s mass, momentum, and interactions with the ground and dust are believable, and environmental effects like dust clouds and debris behave consistently with the action. There are no glaring logical contradictions, though a few micro-physics cues could be refined for even tighter internal consistency. Overall, physical/common-sense consistency is solid (roughly 4/5).\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_0/index_tensor([8909, 8909])_group_0_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_0/index_tensor([8909, 8909])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..db61a2d3d3ff3f3a4c0a4022d865f66eb115334d
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_0/index_tensor([8909, 8909])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, slightly low-angled medium shot captures a moment of serene natural beauty, rendered in a beautiful Ghibli style. A majestic swan, its body gracefully poised above a sunlit lake, powerfully and gracefully flaps its massive wings, preparing for takeoff. Its pristine white feathers, tinged with soft, hand-painted textures, catch the light as the gentle, dappled shadows of overhanging willow trees dance across its form. Each downward stroke of its powerful wings pushes against the water's surface, sending concentric ripples of incredible clarity and spraying forth shimmering sprays of droplets. The lake's surface, like a perfect mirror, reflects the brilliant blue sky and scattered, fluffy white clouds, creating a dual image of idyllic perfection. The entire scene, bathed in warm, gentle light, evokes the idyllic, heartwarming essence of Miyazaki's films, where the line between the real and the magical feels beautifully blurred.",
+ "seed": 24565,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_0/index_8909_seed_24565_dp_0_rank_0_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.625,
+ "video_score2_ta": 3.390625,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 8.875,
+ "avg": 8.921875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, slightly low-angled medium shot captures a moment of serene natural beauty, rendered in a beautiful Ghibli style. A majestic swan, its body gracefully poised above a sunlit lake, powerfully and gracefully flaps its massive wings, preparing for takeoff. Its pristine white feathers, tinged with soft, hand-painted textures, catch the light as the gentle, dappled shadows of overhanging willow trees dance across its form. Each downward stroke of its powerful wings pushes against the water's surface, sending concentric ripples of incredible clarity and spraying forth shimmering sprays of droplets. The lake's surface, like a perfect mirror, reflects the brilliant blue sky and scattered, fluffy white clouds, creating a dual image of idyllic perfection. The entire scene, bathed in warm, gentle light, evokes the idyllic, heartwarming essence of Miyazaki's films, where the line between the real and the magical feels beautifully blurred.",
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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, slightly low-angled medium shot capturing a moment of serene natural beauty, rendered in a beautiful Ghibli style. It envisions a majestic swan with a white plumage catching light, set above a sunlit lake, performing a powerful wing flap that creates ripples and droplets, with reflections in the water that mirror the sky and clouds, and an overall mood of idyllic perfection reminiscent of Miyazaki's films.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the swan, water reflections, and sky, but there are occasional minor artifacts and slight inconsistencies in motion that prevent a higher rating. The sequence remains coherent, with plausible lighting and color balance, though some frames exhibit subtle distortions or edge artifacts around the bird and water effects.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video largely follows the described setup: a static, slightly low-angle medium shot; a majestic swan with white plumage; a sunlit lake; visible wing movement and ripples; and reflections that mirror the sky and clouds. The Ghibli-inspired aesthetic is present but not fully realized, which accounts for the small gap relative to a perfect match. Overall, the scene closely matches the core elements of the prompt.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The swan’s anatomy and wing mechanics are generally plausible, and the water interactions are believable, but there are minor inconsistencies in motion timing and ripple behavior that prevent a higher score. The scene remains coherent and natural overall.\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": 2.625,
+ "TA": 3.390625,
+ "MQ": 2.90625,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angled medium shot capturing a moment of serene natural beauty, rendered in a beautiful Ghibli style. It envisions a majestic swan with a white plumage catching light, set above a sunlit lake, performing a powerful wing flap that creates ripples and droplets, with reflections in the water that mirror the sky and clouds, and an overall mood of idyllic perfection reminiscent of Miyazaki's films.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the swan, water reflections, and sky, but there are occasional minor artifacts and slight inconsistencies in motion that prevent a higher rating. The sequence remains coherent, with plausible lighting and color balance, though some frames exhibit subtle distortions or edge artifacts around the bird and water effects.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video largely follows the described setup: a static, slightly low-angle medium shot; a majestic swan with white plumage; a sunlit lake; visible wing movement and ripples; and reflections that mirror the sky and clouds. The Ghibli-inspired aesthetic is present but not fully realized, which accounts for the small gap relative to a perfect match. Overall, the scene closely matches the core elements of the prompt.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The swan’s anatomy and wing mechanics are generally plausible, and the water interactions are believable, but there are minor inconsistencies in motion timing and ripple behavior that prevent a higher score. The scene remains coherent and natural overall.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, slightly low-angled medium shot captures a moment of serene natural beauty, rendered in a beautiful Ghibli style. A majestic swan, its body gracefully poised above a sunlit lake, powerfully and gracefully flaps its massive wings, preparing for takeoff. Its pristine white feathers, tinged with soft, hand-painted textures, catch the light as the gentle, dappled shadows of overhanging willow trees dance across its form. Each downward stroke of its powerful wings pushes against the water's surface, sending concentric ripples of incredible clarity and spraying forth shimmering sprays of droplets. The lake's surface, like a perfect mirror, reflects the brilliant blue sky and scattered, fluffy white clouds, creating a dual image of idyllic perfection. The entire scene, bathed in warm, gentle light, evokes the idyllic, heartwarming essence of Miyazaki's films, where the line between the real and the magical feels beautifully blurred.",
+ "seed": 24566,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_0/index_8909_seed_24566_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 0,
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.171875,
+ "video_score2_ta": 3.484375,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 9.8125,
+ "avg": 9.828125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, slightly low-angled medium shot captures a moment of serene natural beauty, rendered in a beautiful Ghibli style. A majestic swan, its body gracefully poised above a sunlit lake, powerfully and gracefully flaps its massive wings, preparing for takeoff. Its pristine white feathers, tinged with soft, hand-painted textures, catch the light as the gentle, dappled shadows of overhanging willow trees dance across its form. Each downward stroke of its powerful wings pushes against the water's surface, sending concentric ripples of incredible clarity and spraying forth shimmering sprays of droplets. The lake's surface, like a perfect mirror, reflects the brilliant blue sky and scattered, fluffy white clouds, creating a dual image of idyllic perfection. The entire scene, bathed in warm, gentle light, evokes the idyllic, heartwarming essence of Miyazaki's films, where the line between the real and the magical feels beautifully blurred.",
+ "token_credit_reward": 9.8125,
+ "selected_reward": 9.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angled medium shot capturing a moment of serene natural beauty, rendered in a beautiful Ghibli style. It envisions a majestic swan with a poised stance above a sunlit lake, performing a powerful wing flap that suggests takeoff, while light catches the feathers and the scene is framed by dappled shadows of weeping willows. The water should show concentric ripples and droplets, and the lake surface should reflect the sky to create a dual image of idyllic perfection. The overall mood is warm and gentle, aiming to evoke Miyazaki-like warmth and blur the line between reality and magic.\n\nVisual Quality Assessment:\nThe visuals are coherent and pleasant, with decent resolution and clear rendering of the swan, water reflections, and background elements. The lighting remains warm and consistent, and the color palette is harmonious. However, there are minor limitations: the motion appears relatively restrained across frames, giving a slightly static feel, and some fine details (e.g., subtle feather textures or micro-ripples) are not fully realized. Overall, Visual Quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt: it presents a static, slightly low-angled medium shot; a majestic swan with a poised posture above a sunlit lake; a Ghibli-inspired aesthetic; a visible wing-flapping sequence; light-catching feathers; and a water reflection that contributes to a mirrored, idyllic look. The scene captures the core elements and mood described in the prompt, with only minor deviations in dynamic emphasis or stylistic nuances. Overall alignment is strong.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the swan’s anatomy, wing movement, water interaction, and lighting are coherent, and the reflection behaves consistently with the scene. There are no obvious violations of common-sense physics, though the animation could benefit from more nuanced motion dynamics to enhance realism. Overall, Physical/Common-sense Consistency is acceptable but not outstanding.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.171875,
+ "TA": 3.484375,
+ "MQ": 3.171875,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angled medium shot capturing a moment of serene natural beauty, rendered in a beautiful Ghibli style. It envisions a majestic swan with a poised stance above a sunlit lake, performing a powerful wing flap that suggests takeoff, while light catches the feathers and the scene is framed by dappled shadows of weeping willows. The water should show concentric ripples and droplets, and the lake surface should reflect the sky to create a dual image of idyllic perfection. The overall mood is warm and gentle, aiming to evoke Miyazaki-like warmth and blur the line between reality and magic.\n\nVisual Quality Assessment:\nThe visuals are coherent and pleasant, with decent resolution and clear rendering of the swan, water reflections, and background elements. The lighting remains warm and consistent, and the color palette is harmonious. However, there are minor limitations: the motion appears relatively restrained across frames, giving a slightly static feel, and some fine details (e.g., subtle feather textures or micro-ripples) are not fully realized. Overall, Visual Quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt: it presents a static, slightly low-angled medium shot; a majestic swan with a poised posture above a sunlit lake; a Ghibli-inspired aesthetic; a visible wing-flapping sequence; light-catching feathers; and a water reflection that contributes to a mirrored, idyllic look. The scene captures the core elements and mood described in the prompt, with only minor deviations in dynamic emphasis or stylistic nuances. Overall alignment is strong.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the swan’s anatomy, wing movement, water interaction, and lighting are coherent, and the reflection behaves consistently with the scene. There are no obvious violations of common-sense physics, though the animation could benefit from more nuanced motion dynamics to enhance realism. Overall, Physical/Common-sense Consistency is acceptable but not outstanding.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, slightly low-angled medium shot captures a moment of serene natural beauty, rendered in a beautiful Ghibli style. A majestic swan, its body gracefully poised above a sunlit lake, powerfully and gracefully flaps its massive wings, preparing for takeoff. Its pristine white feathers, tinged with soft, hand-painted textures, catch the light as the gentle, dappled shadows of overhanging willow trees dance across its form. Each downward stroke of its powerful wings pushes against the water's surface, sending concentric ripples of incredible clarity and spraying forth shimmering sprays of droplets. The lake's surface, like a perfect mirror, reflects the brilliant blue sky and scattered, fluffy white clouds, creating a dual image of idyllic perfection. The entire scene, bathed in warm, gentle light, evokes the idyllic, heartwarming essence of Miyazaki's films, where the line between the real and the magical feels beautifully blurred.",
+ "seed": 24567,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_0/index_8909_seed_24567_dp_1_rank_2_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.875,
+ "video_score2_ta": 3.40625,
+ "video_score2_mq": 2.875,
+ "video_score2_overall": 9.125,
+ "avg": 9.15625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, slightly low-angled medium shot captures a moment of serene natural beauty, rendered in a beautiful Ghibli style. A majestic swan, its body gracefully poised above a sunlit lake, powerfully and gracefully flaps its massive wings, preparing for takeoff. Its pristine white feathers, tinged with soft, hand-painted textures, catch the light as the gentle, dappled shadows of overhanging willow trees dance across its form. Each downward stroke of its powerful wings pushes against the water's surface, sending concentric ripples of incredible clarity and spraying forth shimmering sprays of droplets. The lake's surface, like a perfect mirror, reflects the brilliant blue sky and scattered, fluffy white clouds, creating a dual image of idyllic perfection. The entire scene, bathed in warm, gentle light, evokes the idyllic, heartwarming essence of Miyazaki's films, where the line between the real and the magical feels beautifully blurred.",
+ "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. 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 low-angled medium shot capturing a moment of serene natural beauty, rendered in a beautiful Ghibli style. It envisions a majestic swan with a poised stance above a sunlit lake, performing a powerful wing flap that hints at takeoff, with pristine white feathers catching light, dappled shadows of willows dancing across the form, and water ripples and droplets interacting with the scene. The lake is depicted as a perfect mirror reflecting a blue sky with fluffy clouds, and the overall mood should evoke Miyazaki-like warmth and a blurred line between reality and magic.\n\nVisual Quality Assessment:\nThe visuals are acceptable but not outstanding. The rendering shows decent clarity and a cohesive color palette, and the lighting remains warm and consistent. However, there are occasional minor artifacts and slight inconsistencies in motion, which prevent a higher rating. Overall, the quality aligns with a moderate level rather than a high-end production.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt — a swan near a lake, a calm, slightly low-angle composition, and a Ghibli-inspired aesthetic. However, the central action of a powerful wing flap and the moment of takeoff are not convincingly realized; the swan appears relatively stationary with only subtle movement. While some details such as the water reflections and the general atmosphere are well represented, the dynamic execution falls short of fully embodying the prompt’s dramatic wing movement and flight intent. Overall alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, lighting, and environmental interactions, with coherent spatial relationships among the swan, water, and surroundings. There are no glaring physical contradictions, though the lack of the intended dynamic motion reduces the perceived realism of the moment. Overall, physical consistency is adequate 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": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.875,
+ "TA": 3.40625,
+ "MQ": 2.875,
+ "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 static, slightly low-angled medium shot capturing a moment of serene natural beauty, rendered in a beautiful Ghibli style. It envisions a majestic swan with a poised stance above a sunlit lake, performing a powerful wing flap that hints at takeoff, with pristine white feathers catching light, dappled shadows of willows dancing across the form, and water ripples and droplets interacting with the scene. The lake is depicted as a perfect mirror reflecting a blue sky with fluffy clouds, and the overall mood should evoke Miyazaki-like warmth and a blurred line between reality and magic.\n\nVisual Quality Assessment:\nThe visuals are acceptable but not outstanding. The rendering shows decent clarity and a cohesive color palette, and the lighting remains warm and consistent. However, there are occasional minor artifacts and slight inconsistencies in motion, which prevent a higher rating. Overall, the quality aligns with a moderate level rather than a high-end production.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt — a swan near a lake, a calm, slightly low-angle composition, and a Ghibli-inspired aesthetic. However, the central action of a powerful wing flap and the moment of takeoff are not convincingly realized; the swan appears relatively stationary with only subtle movement. While some details such as the water reflections and the general atmosphere are well represented, the dynamic execution falls short of fully embodying the prompt’s dramatic wing movement and flight intent. Overall alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, lighting, and environmental interactions, with coherent spatial relationships among the swan, water, and surroundings. There are no glaring physical contradictions, though the lack of the intended dynamic motion reduces the perceived realism of the moment. Overall, physical consistency is adequate 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"
+ ]
+ },
+ {
+ "prompt": "static, slightly low-angled medium shot captures a moment of serene natural beauty, rendered in a beautiful Ghibli style. A majestic swan, its body gracefully poised above a sunlit lake, powerfully and gracefully flaps its massive wings, preparing for takeoff. Its pristine white feathers, tinged with soft, hand-painted textures, catch the light as the gentle, dappled shadows of overhanging willow trees dance across its form. Each downward stroke of its powerful wings pushes against the water's surface, sending concentric ripples of incredible clarity and spraying forth shimmering sprays of droplets. The lake's surface, like a perfect mirror, reflects the brilliant blue sky and scattered, fluffy white clouds, creating a dual image of idyllic perfection. The entire scene, bathed in warm, gentle light, evokes the idyllic, heartwarming essence of Miyazaki's films, where the line between the real and the magical feels beautifully blurred.",
+ "seed": 24568,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_0/index_8909_seed_24568_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": 3.265625,
+ "video_score2_ta": 3.34375,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 9.75,
+ "avg": 9.765625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, slightly low-angled medium shot captures a moment of serene natural beauty, rendered in a beautiful Ghibli style. A majestic swan, its body gracefully poised above a sunlit lake, powerfully and gracefully flaps its massive wings, preparing for takeoff. Its pristine white feathers, tinged with soft, hand-painted textures, catch the light as the gentle, dappled shadows of overhanging willow trees dance across its form. Each downward stroke of its powerful wings pushes against the water's surface, sending concentric ripples of incredible clarity and spraying forth shimmering sprays of droplets. The lake's surface, like a perfect mirror, reflects the brilliant blue sky and scattered, fluffy white clouds, creating a dual image of idyllic perfection. The entire scene, bathed in warm, gentle light, evokes the idyllic, heartwarming essence of Miyazaki's films, where the line between the real and the magical feels beautifully blurred.",
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angled medium shot capturing a moment of serene natural beauty, rendered in a beautiful Ghibli style. It envisions a majestic swan with a poised stance above a sunlit lake, performing a powerful and graceful wing flap as if preparing for takeoff. The scene should show pristine white feathers with soft, hand-painted textures catching the light, gentle dappled shadows of willow trees dancing across the form, each wing stroke pushing against the water to create concentric ripples and shimmering droplets, a lake surface like a perfect mirror reflecting a blue sky with fluffy clouds, and an overall idyllic, heartwarming mood reminiscent of Miyazaki's films.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and a consistent painterly aesthetic that aligns with the intended Ghibli-like look. However, there are noticeable issues that prevent a higher rating: occasional minor anatomical inconsistencies in the swan’s proportions, some frame-to-frame stiffness in wing motion, and subtle lighting or texture mismatches that reduce cohesion. The rendering remains coherent and aesthetically pleasing, but these imperfections keep the quality at a mid level rather than high.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a swan above a sunlit lake, a low-angle medium framing, a calm yet dynamic moment, and a Ghibli-inspired style. The scene conveys the intended mood and composition, including the general color palette and reflective water. Some nuanced details—such as precise feather textures and the exact interaction of light with the water—are not fully realized, but they do not significantly detract from the overall alignment. The result is a faithful interpretation with minor gaps in fine-grained realism.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible dynamics: wing movement, water interaction, and reflections are believable within the stylized context. There are occasional small deviations in scale or timing that prevent a higher score, but no major physical implausibilities are evident. Overall, the video maintains reasonable coherence between action and environment.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.265625,
+ "TA": 3.34375,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angled medium shot capturing a moment of serene natural beauty, rendered in a beautiful Ghibli style. It envisions a majestic swan with a poised stance above a sunlit lake, performing a powerful and graceful wing flap as if preparing for takeoff. The scene should show pristine white feathers with soft, hand-painted textures catching the light, gentle dappled shadows of willow trees dancing across the form, each wing stroke pushing against the water to create concentric ripples and shimmering droplets, a lake surface like a perfect mirror reflecting a blue sky with fluffy clouds, and an overall idyllic, heartwarming mood reminiscent of Miyazaki's films.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent clarity and a consistent painterly aesthetic that aligns with the intended Ghibli-like look. However, there are noticeable issues that prevent a higher rating: occasional minor anatomical inconsistencies in the swan’s proportions, some frame-to-frame stiffness in wing motion, and subtle lighting or texture mismatches that reduce cohesion. The rendering remains coherent and aesthetically pleasing, but these imperfections keep the quality at a mid level rather than high.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a swan above a sunlit lake, a low-angle medium framing, a calm yet dynamic moment, and a Ghibli-inspired style. The scene conveys the intended mood and composition, including the general color palette and reflective water. Some nuanced details—such as precise feather textures and the exact interaction of light with the water—are not fully realized, but they do not significantly detract from the overall alignment. The result is a faithful interpretation with minor gaps in fine-grained realism.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible dynamics: wing movement, water interaction, and reflections are believable within the stylized context. There are occasional small deviations in scale or timing that prevent a higher score, but no major physical implausibilities are evident. Overall, the video maintains reasonable coherence between action and environment.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_1/index_tensor([2100, 2100])_group_1_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_1/index_tensor([2100, 2100])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..e70607c3f2397fe537d1f68518a133989d72df27
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_1/index_tensor([2100, 2100])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low, static shot, shot from the ground, shows a thick, damp, cold fog drifting slowly through the courtyard of an ancient mansion, like a ghost, completely engulfing the bluestone paving and the foundations of the buildings. The entire scene takes on the intense sepia-colored quality of an old photograph, its near-monochromatic sepia hues imbuing this decaying scene with a poignant, time-frozen beauty. The camera, penetrating the mist, focuses on the intricate, delicately carved wooden window lattice against the mottled wall. Its surface, covered in fine cracks and flaking paint, almost blends seamlessly into the gray-black exterior. Next to it, a brass door knocker shaped like an animal head hangs quietly from the heavy wooden door. Its former luster has completely faded, now coated in a dark green patina. Only in the diffuse, unidentified light does it barely reflect a hint of dead metal. The fog was still spreading quietly, climbing upwards, gently licking the window frames and door knockers, making these solid objects seem illusory. The whole scene was filled with quiet and oppressive tension, as if a forgotten piece of history was frozen in this moment, exuding a deep sorrow and mystery.",
+ "seed": 25997,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_1/index_2100_seed_25997_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.015625,
+ "video_score2_ta": 3.015625,
+ "video_score2_mq": 3.578125,
+ "video_score2_overall": 9.625,
+ "avg": 9.609375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low, static shot, shot from the ground, shows a thick, damp, cold fog drifting slowly through the courtyard of an ancient mansion, like a ghost, completely engulfing the bluestone paving and the foundations of the buildings. The entire scene takes on the intense sepia-colored quality of an old photograph, its near-monochromatic sepia hues imbuing this decaying scene with a poignant, time-frozen beauty. The camera, penetrating the mist, focuses on the intricate, delicately carved wooden window lattice against the mottled wall. Its surface, covered in fine cracks and flaking paint, almost blends seamlessly into the gray-black exterior. Next to it, a brass door knocker shaped like an animal head hangs quietly from the heavy wooden door. Its former luster has completely faded, now coated in a dark green patina. Only in the diffuse, unidentified light does it barely reflect a hint of dead metal. The fog was still spreading quietly, climbing upwards, gently licking the window frames and door knockers, making these solid objects seem illusory. The whole scene was filled with quiet and oppressive tension, as if a forgotten piece of history was frozen in this moment, exuding a deep sorrow and mystery.",
+ "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 low, static shot from the ground showing a thick, damp, cold fog drifting slowly through the courtyard of an ancient mansion, with a ghostly atmosphere, sepia-toned palette, and a focus on intricate carved wooden window lattice, weathered walls, a brass door knocker, and the interplay of fog with these elements. The intended mood is one of quiet, oppressive tension and a sense of a forgotten historical moment.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The imagery remains legible with recognizable architectural details, but there is noticeable softness and some loss of fine texture due to atmospheric haze. The sepia tone is present and consistent, yet overall sharpness and micro-detail are not at peak levels. The sequence appears stable with no major distortions or abrupt changes, though the hazy rendering reduces perceived clarity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements described: a low, static ground-level view; a thick fog that drifts through the courtyard; an ancient mansion setting with ornate carved window lattice and weathered walls; a brass door knocker; and the interplay of fog with surfaces. The sepia palette reinforces the intended mood. While some fine-grained textures may be softened by the haze, the overall correspondence to the prompt remains high.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Fog behavior, lighting, and spatial relationships follow plausible physics, and the scene maintains coherent depth cues. However, the heavy atmospheric effect and some texture smoothing introduce minor inconsistencies in fine-grained realism, preventing a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.015625,
+ "TA": 3.015625,
+ "MQ": 3.578125,
+ "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 low, static shot from the ground showing a thick, damp, cold fog drifting slowly through the courtyard of an ancient mansion, with a ghostly atmosphere, sepia-toned palette, and a focus on intricate carved wooden window lattice, weathered walls, a brass door knocker, and the interplay of fog with these elements. The intended mood is one of quiet, oppressive tension and a sense of a forgotten historical moment.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The imagery remains legible with recognizable architectural details, but there is noticeable softness and some loss of fine texture due to atmospheric haze. The sepia tone is present and consistent, yet overall sharpness and micro-detail are not at peak levels. The sequence appears stable with no major distortions or abrupt changes, though the hazy rendering reduces perceived clarity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements described: a low, static ground-level view; a thick fog that drifts through the courtyard; an ancient mansion setting with ornate carved window lattice and weathered walls; a brass door knocker; and the interplay of fog with surfaces. The sepia palette reinforces the intended mood. While some fine-grained textures may be softened by the haze, the overall correspondence to the prompt remains high.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Fog behavior, lighting, and spatial relationships follow plausible physics, and the scene maintains coherent depth cues. However, the heavy atmospheric effect and some texture smoothing introduce minor inconsistencies in fine-grained realism, preventing a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low, static shot, shot from the ground, shows a thick, damp, cold fog drifting slowly through the courtyard of an ancient mansion, like a ghost, completely engulfing the bluestone paving and the foundations of the buildings. The entire scene takes on the intense sepia-colored quality of an old photograph, its near-monochromatic sepia hues imbuing this decaying scene with a poignant, time-frozen beauty. The camera, penetrating the mist, focuses on the intricate, delicately carved wooden window lattice against the mottled wall. Its surface, covered in fine cracks and flaking paint, almost blends seamlessly into the gray-black exterior. Next to it, a brass door knocker shaped like an animal head hangs quietly from the heavy wooden door. Its former luster has completely faded, now coated in a dark green patina. Only in the diffuse, unidentified light does it barely reflect a hint of dead metal. The fog was still spreading quietly, climbing upwards, gently licking the window frames and door knockers, making these solid objects seem illusory. The whole scene was filled with quiet and oppressive tension, as if a forgotten piece of history was frozen in this moment, exuding a deep sorrow and mystery.",
+ "seed": 25998,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_1/index_2100_seed_25998_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": 3.078125,
+ "video_score2_ta": 2.21875,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 8.5,
+ "avg": 8.5,
+ "reward_records": [
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a low, static shot from the ground showing a thick, damp, cold fog drifting through the courtyard of an ancient mansion, with a ghostly atmosphere, bluestone paving and building foundations, an intense sepia-toned look, and a focus on intricate carved wooden window lattice, a weathered wall, a brass door knocker shaped like an animal head, and the interplay of fog with these elements. The intended mood is one of quiet, oppressive tension and a sense of forgotten history.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent but not highly detailed. The resolution is moderate, with some softness and mild grain that contribute to a vintage feel without severely compromising clarity. The sepia palette is present and consistent, and the fog effect is convincingly rendered and remains stable across shots. Lighting is diffuse and steady, supporting the moody atmosphere. Overall, the visual quality is acceptable and aligns with a mid-range score rather than a high-end render.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—low-angle composition, a foggy courtyard, and an aged architectural vibe with a sepia tone. However, several specific prompt details are not clearly realized: the bluestone paving and the brass door knocker are not distinctly visible, and the intricate carved window lattice is only partially legible due to atmospheric haze. While the mood and setting align with the prompt, the fidelity to exact elements is partial, yielding a moderate alignment overall.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: fog drifts naturally, lighting remains consistent, and architectural features appear structurally coherent. There are no obvious violations of common-sense physics, and the environmental interactions (fog with surfaces, shadows, and reflections) read as believable. The overall physical realism is solid but not exceptional, reflecting a mid-level consistency.\n\nGround-truth scores:\nVisual Quality: 3\nText-to-Video Alignment: 3\nPhysical 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": 3.078125,
+ "TA": 2.21875,
+ "MQ": 3.203125,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "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 low, static shot from the ground showing a thick, damp, cold fog drifting through the courtyard of an ancient mansion, with a ghostly atmosphere, bluestone paving and building foundations, an intense sepia-toned look, and a focus on intricate carved wooden window lattice, a weathered wall, a brass door knocker shaped like an animal head, and the interplay of fog with these elements. The intended mood is one of quiet, oppressive tension and a sense of forgotten history.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent but not highly detailed. The resolution is moderate, with some softness and mild grain that contribute to a vintage feel without severely compromising clarity. The sepia palette is present and consistent, and the fog effect is convincingly rendered and remains stable across shots. Lighting is diffuse and steady, supporting the moody atmosphere. Overall, the visual quality is acceptable and aligns with a mid-range score rather than a high-end render.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—low-angle composition, a foggy courtyard, and an aged architectural vibe with a sepia tone. However, several specific prompt details are not clearly realized: the bluestone paving and the brass door knocker are not distinctly visible, and the intricate carved window lattice is only partially legible due to atmospheric haze. While the mood and setting align with the prompt, the fidelity to exact elements is partial, yielding a moderate alignment overall.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: fog drifts naturally, lighting remains consistent, and architectural features appear structurally coherent. There are no obvious violations of common-sense physics, and the environmental interactions (fog with surfaces, shadows, and reflections) read as believable. The overall physical realism is solid but not exceptional, reflecting a mid-level consistency.\n\nGround-truth scores:\nVisual Quality: 3\nText-to-Video Alignment: 3\nPhysical 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": "low, static shot, shot from the ground, shows a thick, damp, cold fog drifting slowly through the courtyard of an ancient mansion, like a ghost, completely engulfing the bluestone paving and the foundations of the buildings. The entire scene takes on the intense sepia-colored quality of an old photograph, its near-monochromatic sepia hues imbuing this decaying scene with a poignant, time-frozen beauty. The camera, penetrating the mist, focuses on the intricate, delicately carved wooden window lattice against the mottled wall. Its surface, covered in fine cracks and flaking paint, almost blends seamlessly into the gray-black exterior. Next to it, a brass door knocker shaped like an animal head hangs quietly from the heavy wooden door. Its former luster has completely faded, now coated in a dark green patina. Only in the diffuse, unidentified light does it barely reflect a hint of dead metal. The fog was still spreading quietly, climbing upwards, gently licking the window frames and door knockers, making these solid objects seem illusory. The whole scene was filled with quiet and oppressive tension, as if a forgotten piece of history was frozen in this moment, exuding a deep sorrow and mystery.",
+ "seed": 25999,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_1/index_2100_seed_25999_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.453125,
+ "video_score2_ta": 2.46875,
+ "video_score2_mq": 3.296875,
+ "video_score2_overall": 9.25,
+ "avg": 9.21875,
+ "reward_records": [
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+ "question": "low, static shot, shot from the ground, shows a thick, damp, cold fog drifting slowly through the courtyard of an ancient mansion, like a ghost, completely engulfing the bluestone paving and the foundations of the buildings. The entire scene takes on the intense sepia-colored quality of an old photograph, its near-monochromatic sepia hues imbuing this decaying scene with a poignant, time-frozen beauty. The camera, penetrating the mist, focuses on the intricate, delicately carved wooden window lattice against the mottled wall. Its surface, covered in fine cracks and flaking paint, almost blends seamlessly into the gray-black exterior. Next to it, a brass door knocker shaped like an animal head hangs quietly from the heavy wooden door. Its former luster has completely faded, now coated in a dark green patina. Only in the diffuse, unidentified light does it barely reflect a hint of dead metal. The fog was still spreading quietly, climbing upwards, gently licking the window frames and door knockers, making these solid objects seem illusory. The whole scene was filled with quiet and oppressive tension, as if a forgotten piece of history was frozen in this moment, exuding a deep sorrow and mystery.",
+ "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 low, static shot from the ground showing a thick, damp, cold fog drifting through the courtyard of an ancient mansion, with a ghostly atmosphere, sepia-toned palette, and a focus on weathered architectural details. The video captures several elements of the prompt—low angle, fog, and weathered surfaces—but the overall mood and color treatment do not fully realize the intended monochrome sepia aesthetic or the pervasive, enveloping fog described. The alignment is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear architectural details and stable framing. The depth-of-field effect separating foreground fog from background architecture reads as intentional and contributes to the atmosphere. Lighting remains consistent across shots, and there are no obvious distortions or artifacts. Overall, visual quality is solid but not exceptional, aligning with a moderate level of detail and polish.\n\nText-to-Video Alignment Analysis:\nThe video includes several prompt elements (low angle, fog, ancient courtyard, weathered surfaces). However, key aspects of the prompt—the intense sepia monochrome and the pervasive, enveloping fog—are not fully realized. The result is a moderate alignment: core motifs are present, while some descriptive nuances are underrepresented.\n\nPhysical/Common-sense Consistency:\nSpatial relationships, perspective, and environmental interactions appear coherent and physically plausible. Fog behavior, lighting, and material textures align with real-world expectations, yielding strong common-sense consistency without obvious inconsistencies.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.453125,
+ "TA": 2.46875,
+ "MQ": 3.296875,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low, static shot from the ground showing a thick, damp, cold fog drifting through the courtyard of an ancient mansion, with a ghostly atmosphere, sepia-toned palette, and a focus on weathered architectural details. The video captures several elements of the prompt—low angle, fog, and weathered surfaces—but the overall mood and color treatment do not fully realize the intended monochrome sepia aesthetic or the pervasive, enveloping fog described. The alignment is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear architectural details and stable framing. The depth-of-field effect separating foreground fog from background architecture reads as intentional and contributes to the atmosphere. Lighting remains consistent across shots, and there are no obvious distortions or artifacts. Overall, visual quality is solid but not exceptional, aligning with a moderate level of detail and polish.\n\nText-to-Video Alignment Analysis:\nThe video includes several prompt elements (low angle, fog, ancient courtyard, weathered surfaces). However, key aspects of the prompt—the intense sepia monochrome and the pervasive, enveloping fog—are not fully realized. The result is a moderate alignment: core motifs are present, while some descriptive nuances are underrepresented.\n\nPhysical/Common-sense Consistency:\nSpatial relationships, perspective, and environmental interactions appear coherent and physically plausible. Fog behavior, lighting, and material textures align with real-world expectations, yielding strong common-sense consistency without obvious inconsistencies.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "low, static shot, shot from the ground, shows a thick, damp, cold fog drifting slowly through the courtyard of an ancient mansion, like a ghost, completely engulfing the bluestone paving and the foundations of the buildings. The entire scene takes on the intense sepia-colored quality of an old photograph, its near-monochromatic sepia hues imbuing this decaying scene with a poignant, time-frozen beauty. The camera, penetrating the mist, focuses on the intricate, delicately carved wooden window lattice against the mottled wall. Its surface, covered in fine cracks and flaking paint, almost blends seamlessly into the gray-black exterior. Next to it, a brass door knocker shaped like an animal head hangs quietly from the heavy wooden door. Its former luster has completely faded, now coated in a dark green patina. Only in the diffuse, unidentified light does it barely reflect a hint of dead metal. The fog was still spreading quietly, climbing upwards, gently licking the window frames and door knockers, making these solid objects seem illusory. The whole scene was filled with quiet and oppressive tension, as if a forgotten piece of history was frozen in this moment, exuding a deep sorrow and mystery.",
+ "seed": 26000,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_1/index_2100_seed_26000_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": 3.046875,
+ "video_score2_ta": 3.609375,
+ "video_score2_mq": 3.265625,
+ "video_score2_overall": 9.9375,
+ "avg": 9.921875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low, static shot, shot from the ground, shows a thick, damp, cold fog drifting slowly through the courtyard of an ancient mansion, like a ghost, completely engulfing the bluestone paving and the foundations of the buildings. The entire scene takes on the intense sepia-colored quality of an old photograph, its near-monochromatic sepia hues imbuing this decaying scene with a poignant, time-frozen beauty. The camera, penetrating the mist, focuses on the intricate, delicately carved wooden window lattice against the mottled wall. Its surface, covered in fine cracks and flaking paint, almost blends seamlessly into the gray-black exterior. Next to it, a brass door knocker shaped like an animal head hangs quietly from the heavy wooden door. Its former luster has completely faded, now coated in a dark green patina. Only in the diffuse, unidentified light does it barely reflect a hint of dead metal. The fog was still spreading quietly, climbing upwards, gently licking the window frames and door knockers, making these solid objects seem illusory. The whole scene was filled with quiet and oppressive tension, as if a forgotten piece of history was frozen in this moment, exuding a deep sorrow and mystery.",
+ "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 low, static shot from the ground showing a thick, damp, cold fog drifting through the courtyard of an ancient mansion, with a ghostly atmosphere, bluestone paving, and weathered architectural details. The scene is intended to be sepia-toned and evokes a decaying, time-frozen mood. In practice, the video captures several core elements—low-angle framing, fog, and weathered woodwork—but the overall color palette diverges from the requested monochrome sepia, appearing more muted and desaturated. The alignment with the exact textual cues is partial rather than complete.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain reasonable sharpness and detail in the architectural features, but there is noticeable softness in the fog and some background areas. The fog effect is present but not perfectly integrated, and occasional minor artifacts or slight motion blur reduce overall crispness. Lighting remains consistent across frames, supporting a cohesive look, though the image could benefit from improved contrast between the fog and the structures.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video successfully conveys the low-angle perspective, the presence of fog, and the general mood of decay and abandonment. However, key specifics diverge: the color treatment is not the intense sepia-dominated palette described, and the door knocker’s form and material appearance do not match the brass animal-head description. These deviations keep the alignment at a middle level rather than strong fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The fog’s movement and interaction with surfaces follow plausible atmospheric behavior, and lighting/shadows remain coherent throughout. There are no glaring physical contradictions, though the scene could exhibit slightly more nuanced fog dynamics and texture interactions to enhance 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": 3.046875,
+ "TA": 3.609375,
+ "MQ": 3.265625,
+ "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 low, static shot from the ground showing a thick, damp, cold fog drifting through the courtyard of an ancient mansion, with a ghostly atmosphere, bluestone paving, and weathered architectural details. The scene is intended to be sepia-toned and evokes a decaying, time-frozen mood. In practice, the video captures several core elements—low-angle framing, fog, and weathered woodwork—but the overall color palette diverges from the requested monochrome sepia, appearing more muted and desaturated. The alignment with the exact textual cues is partial rather than complete.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain reasonable sharpness and detail in the architectural features, but there is noticeable softness in the fog and some background areas. The fog effect is present but not perfectly integrated, and occasional minor artifacts or slight motion blur reduce overall crispness. Lighting remains consistent across frames, supporting a cohesive look, though the image could benefit from improved contrast between the fog and the structures.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video successfully conveys the low-angle perspective, the presence of fog, and the general mood of decay and abandonment. However, key specifics diverge: the color treatment is not the intense sepia-dominated palette described, and the door knocker’s form and material appearance do not match the brass animal-head description. These deviations keep the alignment at a middle level rather than strong fidelity.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The fog’s movement and interaction with surfaces follow plausible atmospheric behavior, and lighting/shadows remain coherent throughout. There are no glaring physical contradictions, though the scene could exhibit slightly more nuanced fog dynamics and texture interactions to enhance 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_10/index_tensor([2773, 2773])_group_10_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_10/index_tensor([2773, 2773])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..abd2142a8ac86961031ba9ceb560dafdcd4f6a63
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_10/index_tensor([2773, 2773])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "From a first-person perspective, the camera pans slowly and cautiously to the right, peering from behind the waxy surface of a massive, dark green tropical leaf. The leaf's surface shimmers with a series of perfectly spherical, crystal-clear dewdrops catching the soft morning light. As the leaf's edge leaves the frame, the focus gently flickers, revealing a small lizard, rendered in vibrant Disney Pixar style, clinging to a mossy branch. The creature is a marvel of intricate design, its skin smooth and clean, patterned with a mosaic of turquoise and emerald green, dotted with tiny specks of warm orange. Its most captivating feature is its enormous, expressive eye, a deep, lustrous pool of liquid gold that reflects its lush surroundings with innocent curiosity. Its tiny body, partially hidden by the leaves, is set against a soft-focus backdrop of a colorful garden: blurred fuchsia flowers, sunny yellow, and varying shades of green, creating a dreamlike depth. The monitor lizard remains perfectly still for a moment, gazing at the viewer, before blinking deliberately slowly, its delicate eyelids smoothly covering its eyes before revealing a curious gaze, establishing a quiet, magical atmosphere of gentle discovery and wonder.",
+ "seed": 3531,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_10/index_2773_seed_3531_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": 3.0,
+ "video_score2_ta": 2.78125,
+ "video_score2_mq": 3.25,
+ "video_score2_overall": 9.0,
+ "avg": 9.03125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "From a first-person perspective, the camera pans slowly and cautiously to the right, peering from behind the waxy surface of a massive, dark green tropical leaf. The leaf's surface shimmers with a series of perfectly spherical, crystal-clear dewdrops catching the soft morning light. As the leaf's edge leaves the frame, the focus gently flickers, revealing a small lizard, rendered in vibrant Disney Pixar style, clinging to a mossy branch. The creature is a marvel of intricate design, its skin smooth and clean, patterned with a mosaic of turquoise and emerald green, dotted with tiny specks of warm orange. Its most captivating feature is its enormous, expressive eye, a deep, lustrous pool of liquid gold that reflects its lush surroundings with innocent curiosity. Its tiny body, partially hidden by the leaves, is set against a soft-focus backdrop of a colorful garden: blurred fuchsia flowers, sunny yellow, and varying shades of green, creating a dreamlike depth. The monitor lizard remains perfectly still for a moment, gazing at the viewer, before blinking deliberately slowly, its delicate eyelids smoothly covering its eyes before revealing a curious gaze, establishing a quiet, magical atmosphere of gentle discovery and wonder.",
+ "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 first-person perspective where the camera pans slowly and cautiously to the right, starting behind a waxy leaf with shimmering dewdrops, then revealing a small lizard with turquoise and emerald skin and a large golden eye on a mossy branch within a softly blurred garden. In the actual video, the sequence does not fully realize these elements: the initial leaf and dewdrop sequence is absent, and the camera motion is not clearly established as a deliberate pan. The visible content centers on the lizard on a mossy branch, with the garden background present but not as described. Overall, the alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nAcross the frames, there is noticeable variation in visual quality. Some frames show decent detail and color, while others exhibit blur or distortion that reduces clarity. The transition between frames is imperfect, contributing to a sense of inconsistency in rendering. The overall visual quality is moderate, with intermittent artifacts that prevent a high-fidelity presentation throughout the sequence.\n\nText-to-Video Alignment Analysis:\nThe video captures several key aspects of the prompt (a small lizard with turquoise/ emerald skin and a prominent golden eye on a mossy branch, with a garden backdrop). However, essential elements from the prompt — notably the initial leaf-and-dewdrop sequence and a clearly defined slow, cautious pan — are missing or underdeveloped. The result is a partial alignment: core visuals are present, but the narrative progression and stylistic cues described in the prompt are not fully realized.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy and environmental interaction for the lizard on a mossy branch, with consistent lighting and shading across frames. There are no obvious violations of basic physics or common-sense expectations. While some stylistic choices (e.g., the rendering style) may differ from the exact prompt description, they do not undermine overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0,
+ "TA": 2.78125,
+ "MQ": 3.25,
+ "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 first-person perspective where the camera pans slowly and cautiously to the right, starting behind a waxy leaf with shimmering dewdrops, then revealing a small lizard with turquoise and emerald skin and a large golden eye on a mossy branch within a softly blurred garden. In the actual video, the sequence does not fully realize these elements: the initial leaf and dewdrop sequence is absent, and the camera motion is not clearly established as a deliberate pan. The visible content centers on the lizard on a mossy branch, with the garden background present but not as described. Overall, the alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nAcross the frames, there is noticeable variation in visual quality. Some frames show decent detail and color, while others exhibit blur or distortion that reduces clarity. The transition between frames is imperfect, contributing to a sense of inconsistency in rendering. The overall visual quality is moderate, with intermittent artifacts that prevent a high-fidelity presentation throughout the sequence.\n\nText-to-Video Alignment Analysis:\nThe video captures several key aspects of the prompt (a small lizard with turquoise/ emerald skin and a prominent golden eye on a mossy branch, with a garden backdrop). However, essential elements from the prompt — notably the initial leaf-and-dewdrop sequence and a clearly defined slow, cautious pan — are missing or underdeveloped. The result is a partial alignment: core visuals are present, but the narrative progression and stylistic cues described in the prompt are not fully realized.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy and environmental interaction for the lizard on a mossy branch, with consistent lighting and shading across frames. There are no obvious violations of basic physics or common-sense expectations. While some stylistic choices (e.g., the rendering style) may differ from the exact prompt description, they do not undermine overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 3532,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_10/index_2773_seed_3532_dp_20_rank_40_sample_1_slot_1.mp4",
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+ "video_score2_overall": 9.0625,
+ "avg": 9.03125,
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+ "question": "From a first-person perspective, the camera pans slowly and cautiously to the right, peering from behind the waxy surface of a massive, dark green tropical leaf. The leaf's surface shimmers with a series of perfectly spherical, crystal-clear dewdrops catching the soft morning light. As the leaf's edge leaves the frame, the focus gently flickers, revealing a small lizard, rendered in vibrant Disney Pixar style, clinging to a mossy branch. The creature is a marvel of intricate design, its skin smooth and clean, patterned with a mosaic of turquoise and emerald green, dotted with tiny specks of warm orange. Its most captivating feature is its enormous, expressive eye, a deep, lustrous pool of liquid gold that reflects its lush surroundings with innocent curiosity. Its tiny body, partially hidden by the leaves, is set against a soft-focus backdrop of a colorful garden: blurred fuchsia flowers, sunny yellow, and varying shades of green, creating a dreamlike depth. The monitor lizard remains perfectly still for a moment, gazing at the viewer, before blinking deliberately slowly, its delicate eyelids smoothly covering its eyes before revealing a curious gaze, establishing a quiet, magical atmosphere of gentle discovery and wonder.",
+ "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 first-person perspective where the camera pans slowly and cautiously to the right, starting behind a large dark green tropical leaf with shimmering dewdrops. The leaf edge then reveals a small lizard with turquoise and emerald skin, a large expressive eye, and a calm, observant demeanor in a softly blurred garden setting. In the actual video, the sequence does not fully realize these elements: the initial leaf-centric setup is only partially represented, and the core narrative focus (the leaf-edge reveal and the detailed, expressive gaze) is not consistently realized across the footage. Overall, the alignment to the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nAcross the frames, there is noticeable blur and softness that reduce sharpness, especially in the early frames. The later frames show improved clarity but remain softer than ideal. Color rendering is generally pleasant with decent saturation, yet the overall image quality is constrained by the softness and occasional lack of crisp detail. The result is a mid-range visual quality rather than high fidelity.\n\nText-to-Video Alignment Analysis:\nThe video includes several prompt-relevant elements (a small lizard, mossy branch, and a garden backdrop), but key aspects are underdeveloped or missing. The distinctive first-person perspective and the dramatic leaf-edge reveal described in the prompt are not convincingly realized, and the camera motion does not clearly convey a cautious pan. The alignment is therefore moderate, capturing some elements while missing others.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible spatial relationships and lighting, with the lizard positioned naturally on the branch and the background elements arranged coherently. There are no obvious physical contradictions, though minor inconsistencies in scale or interaction with the environment may be present due to rendering choices. Overall, physical consistency is acceptable but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 2.96875,
+ "MQ": 3.171875,
+ "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 first-person perspective where the camera pans slowly and cautiously to the right, starting behind a large dark green tropical leaf with shimmering dewdrops. The leaf edge then reveals a small lizard with turquoise and emerald skin, a large expressive eye, and a calm, observant demeanor in a softly blurred garden setting. In the actual video, the sequence does not fully realize these elements: the initial leaf-centric setup is only partially represented, and the core narrative focus (the leaf-edge reveal and the detailed, expressive gaze) is not consistently realized across the footage. Overall, the alignment to the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nAcross the frames, there is noticeable blur and softness that reduce sharpness, especially in the early frames. The later frames show improved clarity but remain softer than ideal. Color rendering is generally pleasant with decent saturation, yet the overall image quality is constrained by the softness and occasional lack of crisp detail. The result is a mid-range visual quality rather than high fidelity.\n\nText-to-Video Alignment Analysis:\nThe video includes several prompt-relevant elements (a small lizard, mossy branch, and a garden backdrop), but key aspects are underdeveloped or missing. The distinctive first-person perspective and the dramatic leaf-edge reveal described in the prompt are not convincingly realized, and the camera motion does not clearly convey a cautious pan. The alignment is therefore moderate, capturing some elements while missing others.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible spatial relationships and lighting, with the lizard positioned naturally on the branch and the background elements arranged coherently. There are no obvious physical contradictions, though minor inconsistencies in scale or interaction with the environment may be present due to rendering choices. Overall, physical consistency is acceptable but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "From a first-person perspective, the camera pans slowly and cautiously to the right, peering from behind the waxy surface of a massive, dark green tropical leaf. The leaf's surface shimmers with a series of perfectly spherical, crystal-clear dewdrops catching the soft morning light. As the leaf's edge leaves the frame, the focus gently flickers, revealing a small lizard, rendered in vibrant Disney Pixar style, clinging to a mossy branch. The creature is a marvel of intricate design, its skin smooth and clean, patterned with a mosaic of turquoise and emerald green, dotted with tiny specks of warm orange. Its most captivating feature is its enormous, expressive eye, a deep, lustrous pool of liquid gold that reflects its lush surroundings with innocent curiosity. Its tiny body, partially hidden by the leaves, is set against a soft-focus backdrop of a colorful garden: blurred fuchsia flowers, sunny yellow, and varying shades of green, creating a dreamlike depth. The monitor lizard remains perfectly still for a moment, gazing at the viewer, before blinking deliberately slowly, its delicate eyelids smoothly covering its eyes before revealing a curious gaze, establishing a quiet, magical atmosphere of gentle discovery and wonder.",
+ "seed": 3533,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_10/index_2773_seed_3533_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": 3.328125,
+ "video_score2_ta": 3.109375,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.625,
+ "avg": 9.625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "From a first-person perspective, the camera pans slowly and cautiously to the right, peering from behind the waxy surface of a massive, dark green tropical leaf. The leaf's surface shimmers with a series of perfectly spherical, crystal-clear dewdrops catching the soft morning light. As the leaf's edge leaves the frame, the focus gently flickers, revealing a small lizard, rendered in vibrant Disney Pixar style, clinging to a mossy branch. The creature is a marvel of intricate design, its skin smooth and clean, patterned with a mosaic of turquoise and emerald green, dotted with tiny specks of warm orange. Its most captivating feature is its enormous, expressive eye, a deep, lustrous pool of liquid gold that reflects its lush surroundings with innocent curiosity. Its tiny body, partially hidden by the leaves, is set against a soft-focus backdrop of a colorful garden: blurred fuchsia flowers, sunny yellow, and varying shades of green, creating a dreamlike depth. The monitor lizard remains perfectly still for a moment, gazing at the viewer, before blinking deliberately slowly, its delicate eyelids smoothly covering its eyes before revealing a curious gaze, establishing a quiet, magical atmosphere of gentle discovery and wonder.",
+ "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 first-person perspective where a camera slowly pans to reveal a large dark green tropical leaf with shimmering dewdrops, then focuses on a small lizard with turquoise and emerald skin and a large expressive eye, set against a soft-focus garden background with blurred flowers. In the actual video, the sequence does not fully realize these elements: the perspective is not clearly first-person, the pan is not evident, and the leaf and dewdrop details are not convincingly depicted. The garden background exists but lacks the described depth and color fidelity. Overall, the alignment to the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nAcross the frames, there is decent resolution and clear rendering of the lizard and its features, with vibrant colors and generally good lighting. However, there are noticeable inconsistencies in sharpness across frames and some minor artifacts or color shifts that reduce overall polish. The result is acceptable but not outstanding, reflecting a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video captures several key aspects of the prompt (a small lizard with turquoise/teal skin, large expressive eye, and a garden setting). Yet crucial elements are missing or underdeveloped: the first-person camera motion and the gradual reveal of the leaf and dewdrops are not convincingly realized, and the overall scene composition diverges from the described progression. Alignment is therefore partial rather than full.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy and environmental cues, with coherent lighting and shadows. Some minor inconsistencies exist in scale relationships and the integration of the lizard with the branch, but they do not break basic realism. Overall, physical consistency is reasonable but not flawless.\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": 3.328125,
+ "TA": 3.109375,
+ "MQ": 3.1875,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a first-person perspective where a camera slowly pans to reveal a large dark green tropical leaf with shimmering dewdrops, then focuses on a small lizard with turquoise and emerald skin and a large expressive eye, set against a soft-focus garden background with blurred flowers. In the actual video, the sequence does not fully realize these elements: the perspective is not clearly first-person, the pan is not evident, and the leaf and dewdrop details are not convincingly depicted. The garden background exists but lacks the described depth and color fidelity. Overall, the alignment to the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nAcross the frames, there is decent resolution and clear rendering of the lizard and its features, with vibrant colors and generally good lighting. However, there are noticeable inconsistencies in sharpness across frames and some minor artifacts or color shifts that reduce overall polish. The result is acceptable but not outstanding, reflecting a moderate level of visual quality.\n\nText-to-Video Alignment Analysis:\nThe video captures several key aspects of the prompt (a small lizard with turquoise/teal skin, large expressive eye, and a garden setting). Yet crucial elements are missing or underdeveloped: the first-person camera motion and the gradual reveal of the leaf and dewdrops are not convincingly realized, and the overall scene composition diverges from the described progression. Alignment is therefore partial rather than full.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy and environmental cues, with coherent lighting and shadows. Some minor inconsistencies exist in scale relationships and the integration of the lizard with the branch, but they do not break basic realism. Overall, physical consistency is reasonable but not flawless.\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": 3534,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_10/index_2773_seed_3534_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_ta": 3.046875,
+ "video_score2_mq": 3.609375,
+ "video_score2_overall": 9.75,
+ "avg": 9.71875,
+ "reward_records": [
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+ "question": "From a first-person perspective, the camera pans slowly and cautiously to the right, peering from behind the waxy surface of a massive, dark green tropical leaf. The leaf's surface shimmers with a series of perfectly spherical, crystal-clear dewdrops catching the soft morning light. As the leaf's edge leaves the frame, the focus gently flickers, revealing a small lizard, rendered in vibrant Disney Pixar style, clinging to a mossy branch. The creature is a marvel of intricate design, its skin smooth and clean, patterned with a mosaic of turquoise and emerald green, dotted with tiny specks of warm orange. Its most captivating feature is its enormous, expressive eye, a deep, lustrous pool of liquid gold that reflects its lush surroundings with innocent curiosity. Its tiny body, partially hidden by the leaves, is set against a soft-focus backdrop of a colorful garden: blurred fuchsia flowers, sunny yellow, and varying shades of green, creating a dreamlike depth. The monitor lizard remains perfectly still for a moment, gazing at the viewer, before blinking deliberately slowly, its delicate eyelids smoothly covering its eyes before revealing a curious gaze, establishing a quiet, magical atmosphere of gentle discovery and wonder.",
+ "token_credit_reward": 9.75,
+ "selected_reward": 9.75,
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
+ 0,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a first-person perspective where the camera pans slowly and cautiously to the right, starting behind a waxy leaf with shimmering dewdrops and then revealing a small lizard on a mossy branch. The lizard is depicted with turquoise and emerald skin, orange spots, large expressive eyes, and a Disney-Pixar inspired look. The scene should include a soft-focus background with colorful garden elements and a moment where the lizard blinks before revealing curiosity.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable inconsistencies across frames and some artifacts that affect coherence. Frame 1 exhibits blur and distortion around the leaf and any nearby subject; Frames 2–4 improve clarity but do not reach high-fidelity rendering. The sequence lacks consistent sharpness and smooth transitions, resulting in a mid-range overall impression rather than a polished, high-end look.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: a first-person viewpoint, a slow pan to the right, a waxy leaf with dewdrops, and the reveal of a small lizard on a mossy branch. The lizard features turquoise/emerald skin with orange spots, large expressive eyes, and a Disney-Pixar inspired aesthetic. The background includes a soft-focus garden with colorful flowers. The main deviation is the absence of the explicit blinking action, which slightly reduces perfect alignment but does not undermine the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, scale, and interaction between the lizard and the environment, with no major violations of physics or anatomy. However, minor inconsistencies in motion continuity and subtle environmental interactions prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0625,
+ "TA": 3.046875,
+ "MQ": 3.609375,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a first-person perspective where the camera pans slowly and cautiously to the right, starting behind a waxy leaf with shimmering dewdrops and then revealing a small lizard on a mossy branch. The lizard is depicted with turquoise and emerald skin, orange spots, large expressive eyes, and a Disney-Pixar inspired look. The scene should include a soft-focus background with colorful garden elements and a moment where the lizard blinks before revealing curiosity.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable inconsistencies across frames and some artifacts that affect coherence. Frame 1 exhibits blur and distortion around the leaf and any nearby subject; Frames 2–4 improve clarity but do not reach high-fidelity rendering. The sequence lacks consistent sharpness and smooth transitions, resulting in a mid-range overall impression rather than a polished, high-end look.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: a first-person viewpoint, a slow pan to the right, a waxy leaf with dewdrops, and the reveal of a small lizard on a mossy branch. The lizard features turquoise/emerald skin with orange spots, large expressive eyes, and a Disney-Pixar inspired aesthetic. The background includes a soft-focus garden with colorful flowers. The main deviation is the absence of the explicit blinking action, which slightly reduces perfect alignment but does not undermine the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible lighting, scale, and interaction between the lizard and the environment, with no major violations of physics or anatomy. However, minor inconsistencies in motion continuity and subtle environmental interactions prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_11/index_tensor([7403, 7403])_group_11_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_11/index_tensor([7403, 7403])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0e5685b3fcfeb63dc8780e497a097df3201e606
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_11/index_tensor([7403, 7403])_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 the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up focusing on the base of a car's side mirror in a quiet early-morning underground parking garage. The scene emphasizes a standard-model vehicle with glossy dark paint, dim overhead lighting, and a moisture-building sequence culminating in a teardrop-shaped drop that falls and impacts the concrete floor, leaving a wet spot.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, with clear rendering of the mirror housing and the water droplets. Lighting is consistent with the overhead fluorescent context, and the background conveys a believable underground garage ambiance. The focus remains sharp on the main subject, and there are no obvious distortions or artifacts. Overall, the visual quality is moderate rather than outstanding.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt (close-up framing, presence of a car side mirror, underground garage setting, visible moisture). However, key dynamic aspects—specifically the progressive moisture collection, the formation of a teardrop, and the rapid fall with impact—are not clearly demonstrated in the frames. The alignment is therefore partial: some prompt components are present, while others require motion to be fully realized.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: gravity-driven flow, surface tension, and the general interaction of water with a vertical surface in a dimly lit environment. The absence of explicit motion does not introduce obvious physical inconsistencies; overall, the depiction remains coherent and believable within common-sense expectations.\n\nOverall assessment:\nThe evaluation indicates moderate performance across all three dimensions, with each dimension reflecting a balanced level of fidelity and 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": 2.15625,
+ "MQ": 3.15625,
+ "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 focusing on the base of a car's side mirror in a quiet early-morning underground parking garage. The scene emphasizes a standard-model vehicle with glossy dark paint, dim overhead lighting, and a moisture-building sequence culminating in a teardrop-shaped drop that falls and impacts the concrete floor, leaving a wet spot.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, with clear rendering of the mirror housing and the water droplets. Lighting is consistent with the overhead fluorescent context, and the background conveys a believable underground garage ambiance. The focus remains sharp on the main subject, and there are no obvious distortions or artifacts. Overall, the visual quality is moderate rather than outstanding.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt (close-up framing, presence of a car side mirror, underground garage setting, visible moisture). However, key dynamic aspects—specifically the progressive moisture collection, the formation of a teardrop, and the rapid fall with impact—are not clearly demonstrated in the frames. The alignment is therefore partial: some prompt components are present, while others require motion to be fully realized.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: gravity-driven flow, surface tension, and the general interaction of water with a vertical surface in a dimly lit environment. The absence of explicit motion does not introduce obvious physical inconsistencies; overall, the depiction remains coherent and believable within common-sense expectations.\n\nOverall assessment:\nThe evaluation indicates moderate performance across all three dimensions, with each dimension reflecting a balanced level of fidelity and realism.\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 focuses on the base of a car's side mirror, parked in the quiet of an early morning underground parking garage. The vehicle is a standard model, its glossy dark paint reflecting the dim, cool light of the overhead fluorescent lights, casting a soft, elongated highlight across its polished surface. On the lowest plastic edge of the mirror housing, a perfect bead of condensation slowly gathers moisture from the humid air, deliberately expanding from a small sphere into a heavy, drooping drop. Its transparent surface gleams, distorting the reflection of the rough concrete floor below. The drop, relentlessly pulled by its own weight, elongates into a teardrop, its surface tension noticeably straining, until it finally separates with a subtle snap. The camera remains fixed as the drop falls rapidly, impacting the concrete with a near-silent impact, instantly creating a small, dark, circular wet spot that begins to absorb into the porous surface, capturing a fleeting, contemplative moment in the vast, silent space.",
+ "seed": 10687,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_11/index_7403_seed_10687_dp_22_rank_44_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.140625,
+ "video_score2_ta": 3.3125,
+ "video_score2_mq": 3.3125,
+ "video_score2_overall": 9.75,
+ "avg": 9.765625,
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+ "question": "static, extreme close-up focuses on the base of a car's side mirror, parked in the quiet of an early morning underground parking garage. The vehicle is a standard model, its glossy dark paint reflecting the dim, cool light of the overhead fluorescent lights, casting a soft, elongated highlight across its polished surface. On the lowest plastic edge of the mirror housing, a perfect bead of condensation slowly gathers moisture from the humid air, deliberately expanding from a small sphere into a heavy, drooping drop. Its transparent surface gleams, distorting the reflection of the rough concrete floor below. The drop, relentlessly pulled by its own weight, elongates into a teardrop, its surface tension noticeably straining, until it finally separates with a subtle snap. The camera remains fixed as the drop falls rapidly, impacting the concrete with a near-silent impact, instantly creating a small, dark, circular wet spot that begins to absorb into the porous surface, capturing a fleeting, contemplative moment in the vast, silent space.",
+ "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, extreme close-up focusing on the base of a car's side mirror in a dim, early-morning underground parking garage. The scene emphasizes a glossy dark paint surface, a mirror housing with condensation forming a bead that elongates and eventually separates, followed by a rapid impact on the concrete floor. The camera remains fixed while the drop falls, capturing a fleeting moment in a vast, silent space.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, and a few transitions feel slightly abrupt rather than perfectly smooth. Lighting and color balance remain generally stable, yet a few moments show minor inconsistencies that detract from overall polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a side mirror, a dim underground garage ambiance, and a visible condensation drop that grows and eventually falls. The sequence captures the essential progression described in the prompt, including the final impact on the floor. A few nuanced details—such as precise timing of the drop’s elongation and the exact moment of separation—are not perfectly matched, but they do not significantly undermine the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The drop’s gravity-driven elongation and eventual impact are plausible, and the mirror’s glossy surface reflects the environment in a believable manner. However, some micro-physics cues—such as the exact rate of moisture collection, the timing of the separation, and the interaction between the drop and the concrete surface—could be more tightly aligned with real-world expectations, leaving room for improvement in full physical fidelity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.140625,
+ "TA": 3.3125,
+ "MQ": 3.3125,
+ "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, extreme close-up focusing on the base of a car's side mirror in a dim, early-morning underground parking garage. The scene emphasizes a glossy dark paint surface, a mirror housing with condensation forming a bead that elongates and eventually separates, followed by a rapid impact on the concrete floor. The camera remains fixed while the drop falls, capturing a fleeting moment in a vast, silent space.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, and a few transitions feel slightly abrupt rather than perfectly smooth. Lighting and color balance remain generally stable, yet a few moments show minor inconsistencies that detract from overall polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a side mirror, a dim underground garage ambiance, and a visible condensation drop that grows and eventually falls. The sequence captures the essential progression described in the prompt, including the final impact on the floor. A few nuanced details—such as precise timing of the drop’s elongation and the exact moment of separation—are not perfectly matched, but they do not significantly undermine the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The drop’s gravity-driven elongation and eventual impact are plausible, and the mirror’s glossy surface reflects the environment in a believable manner. However, some micro-physics cues—such as the exact rate of moisture collection, the timing of the separation, and the interaction between the drop and the concrete surface—could be more tightly aligned with real-world expectations, leaving room for improvement in full physical fidelity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme close-up focuses on the base of a car's side mirror, parked in the quiet of an early morning underground parking garage. The vehicle is a standard model, its glossy dark paint reflecting the dim, cool light of the overhead fluorescent lights, casting a soft, elongated highlight across its polished surface. On the lowest plastic edge of the mirror housing, a perfect bead of condensation slowly gathers moisture from the humid air, deliberately expanding from a small sphere into a heavy, drooping drop. Its transparent surface gleams, distorting the reflection of the rough concrete floor below. The drop, relentlessly pulled by its own weight, elongates into a teardrop, its surface tension noticeably straining, until it finally separates with a subtle snap. The camera remains fixed as the drop falls rapidly, impacting the concrete with a near-silent impact, instantly creating a small, dark, circular wet spot that begins to absorb into the porous surface, capturing a fleeting, contemplative moment in the vast, silent space.",
+ "seed": 10688,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_11/index_7403_seed_10688_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": 3.640625,
+ "video_score2_ta": 2.015625,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 8.75,
+ "avg": 8.75,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up focuses on the base of a car's side mirror, parked in the quiet of an early morning underground parking garage. The vehicle is a standard model, its glossy dark paint reflecting the dim, cool light of the overhead fluorescent lights, casting a soft, elongated highlight across its polished surface. On the lowest plastic edge of the mirror housing, a perfect bead of condensation slowly gathers moisture from the humid air, deliberately expanding from a small sphere into a heavy, drooping drop. Its transparent surface gleams, distorting the reflection of the rough concrete floor below. The drop, relentlessly pulled by its own weight, elongates into a teardrop, its surface tension noticeably straining, until it finally separates with a subtle snap. The camera remains fixed as the drop falls rapidly, impacting the concrete with a near-silent impact, instantly creating a small, dark, circular wet spot that begins to absorb into the porous surface, capturing a fleeting, contemplative moment in the vast, silent space.",
+ "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 static, extreme close-up focusing on the base of a car's side mirror in a parked state within an early-morning underground parking garage. The scene should feature a standard-model vehicle with glossy dark paint, dim overhead lighting, and a moisture-building sequence culminating in a drop that falls and interacts with the ground. The camera remains fixed while the drop behaves under gravity and tension.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, with clear depiction of the mirror housing and the water stream. Lighting is consistent and reflections on the wet surface are believable. There are no obvious artifacts or distortions, and the sequence appears coherent. However, the overall polish and cinematic depth described in the prompt are not fully realized, placing the visual quality at a moderate level rather than high-end.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt (static framing, close-up on the mirror area, presence of moisture and a dripping stream). However, key aspects are not convincingly depicted: the environment does not clearly read as an underground parking garage, and the lighting lacks the dim, cool tone of overhead fluorescent illumination. The dramatic condensation-to-drop progression and the precise interaction with the ground are not convincingly portrayed. Overall alignment is moderate, with important mismatches in setting and lighting.\n\nPhysical/Common-sense Consistency:\nThe observed physics—gravity-driven flow, surface tension, and wetness on a reflective surface—are plausible and coherent. Yet the sequence does not fully align with the described scenario (e.g., the exact environmental context and the specific dynamics of moisture collection and drop formation). The result is a generally plausible depiction with some gaps in the intended physical narrative.\n\nOverall assessment:\nThe video demonstrates competent technical execution and reasonable physical behavior, but there are notable gaps between the prompt and the rendered content, particularly in environmental context and lighting fidelity. The three dimensions reflect a balanced, mid-level performance.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.640625,
+ "TA": 2.015625,
+ "MQ": 3.09375,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up focusing on the base of a car's side mirror in a parked state within an early-morning underground parking garage. The scene should feature a standard-model vehicle with glossy dark paint, dim overhead lighting, and a moisture-building sequence culminating in a drop that falls and interacts with the ground. The camera remains fixed while the drop behaves under gravity and tension.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, with clear depiction of the mirror housing and the water stream. Lighting is consistent and reflections on the wet surface are believable. There are no obvious artifacts or distortions, and the sequence appears coherent. However, the overall polish and cinematic depth described in the prompt are not fully realized, placing the visual quality at a moderate level rather than high-end.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt (static framing, close-up on the mirror area, presence of moisture and a dripping stream). However, key aspects are not convincingly depicted: the environment does not clearly read as an underground parking garage, and the lighting lacks the dim, cool tone of overhead fluorescent illumination. The dramatic condensation-to-drop progression and the precise interaction with the ground are not convincingly portrayed. Overall alignment is moderate, with important mismatches in setting and lighting.\n\nPhysical/Common-sense Consistency:\nThe observed physics—gravity-driven flow, surface tension, and wetness on a reflective surface—are plausible and coherent. Yet the sequence does not fully align with the described scenario (e.g., the exact environmental context and the specific dynamics of moisture collection and drop formation). The result is a generally plausible depiction with some gaps in the intended physical narrative.\n\nOverall assessment:\nThe video demonstrates competent technical execution and reasonable physical behavior, but there are notable gaps between the prompt and the rendered content, particularly in environmental context and lighting fidelity. The three dimensions reflect a balanced, mid-level performance.\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 focuses on the base of a car's side mirror, parked in the quiet of an early morning underground parking garage. The vehicle is a standard model, its glossy dark paint reflecting the dim, cool light of the overhead fluorescent lights, casting a soft, elongated highlight across its polished surface. On the lowest plastic edge of the mirror housing, a perfect bead of condensation slowly gathers moisture from the humid air, deliberately expanding from a small sphere into a heavy, drooping drop. Its transparent surface gleams, distorting the reflection of the rough concrete floor below. The drop, relentlessly pulled by its own weight, elongates into a teardrop, its surface tension noticeably straining, until it finally separates with a subtle snap. The camera remains fixed as the drop falls rapidly, impacting the concrete with a near-silent impact, instantly creating a small, dark, circular wet spot that begins to absorb into the porous surface, capturing a fleeting, contemplative moment in the vast, silent space.",
+ "seed": 10689,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_11/index_7403_seed_10689_dp_23_rank_46_sample_3_slot_1.mp4",
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+ "video_score2_vq": 3.546875,
+ "video_score2_ta": 2.03125,
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+ "video_score2_overall": 8.5,
+ "avg": 8.546875,
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+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up focuses on the base of a car's side mirror, parked in the quiet of an early morning underground parking garage. The vehicle is a standard model, its glossy dark paint reflecting the dim, cool light of the overhead fluorescent lights, casting a soft, elongated highlight across its polished surface. On the lowest plastic edge of the mirror housing, a perfect bead of condensation slowly gathers moisture from the humid air, deliberately expanding from a small sphere into a heavy, drooping drop. Its transparent surface gleams, distorting the reflection of the rough concrete floor below. The drop, relentlessly pulled by its own weight, elongates into a teardrop, its surface tension noticeably straining, until it finally separates with a subtle snap. The camera remains fixed as the drop falls rapidly, impacting the concrete with a near-silent impact, instantly creating a small, dark, circular wet spot that begins to absorb into the porous surface, capturing a fleeting, contemplative moment in the vast, silent space.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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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, extreme close-up focusing on the base of a car's side mirror in a dim underground parking garage. The scene should show a standard-model vehicle with glossy dark paint, a mirror housing edge with condensation forming a bead that grows and then falls, a fixed camera, rapid descent, a concrete impact, and a wet spot absorption. In practice, the video presents a generic side-mirror region with a drip and a distant car silhouette; the underground garage ambience and the full sequence are not convincingly realized. Overall, the alignment to the prompt is limited.\n\nVisual Quality Analysis:\nThe frames exhibit moderate resolution with some blur and uneven lighting. The mirror region is identifiable but not sharply defined, and color/contrast are not consistently balanced. The background depth-of-field is present but does not compensate for overall softness. Overall, visual quality is average (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures only a subset of the described elements: a side-mirror region and a dripping cue are visible, but the underground garage setting, the exact timing of the drop, the fall trajectory, and the concrete impact are not convincingly depicted. The alignment to the prompt is weak (score 2).\n\nPhysical/Common-sense Consistency:\nThe observed behavior of the drip and its interaction with the surface appears plausible at a basic level, but the sequence lacks convincing physical realism (gravity, timing, and surface interaction). Overall, physical consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.546875,
+ "TA": 2.03125,
+ "MQ": 2.96875,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up focusing on the base of a car's side mirror in a dim underground parking garage. The scene should show a standard-model vehicle with glossy dark paint, a mirror housing edge with condensation forming a bead that grows and then falls, a fixed camera, rapid descent, a concrete impact, and a wet spot absorption. In practice, the video presents a generic side-mirror region with a drip and a distant car silhouette; the underground garage ambience and the full sequence are not convincingly realized. Overall, the alignment to the prompt is limited.\n\nVisual Quality Analysis:\nThe frames exhibit moderate resolution with some blur and uneven lighting. The mirror region is identifiable but not sharply defined, and color/contrast are not consistently balanced. The background depth-of-field is present but does not compensate for overall softness. Overall, visual quality is average (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures only a subset of the described elements: a side-mirror region and a dripping cue are visible, but the underground garage setting, the exact timing of the drop, the fall trajectory, and the concrete impact are not convincingly depicted. The alignment to the prompt is weak (score 2).\n\nPhysical/Common-sense Consistency:\nThe observed behavior of the drip and its interaction with the surface appears plausible at a basic level, but the sequence lacks convincing physical realism (gravity, timing, and surface interaction). Overall, physical consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_12/index_tensor([9553, 9553])_group_12_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_12/index_tensor([9553, 9553])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6eac21d25c6d8d3c6911b9bea452317b03c6a906
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_12/index_tensor([9553, 9553])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 18416,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_12/index_9553_seed_18416_dp_24_rank_48_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "rank_in_group": 0,
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+ "video_score2_vq": 2.5,
+ "video_score2_ta": 2.953125,
+ "video_score2_mq": 2.6875,
+ "video_score2_overall": 8.125,
+ "avg": 8.140625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "partial screen composition captures a perilous scene in a surreal documentary style. On the left, a drone's high-angle, top-down perspective, struggling to maintain stability, looks directly at a scientific research vessel with a high-visibility orange hull, its decks cluttered with cranes and satellite domes. The vessel pitches and rolls violently amidst towering black ocean waves, which rise like liquid mountains, their crests exploding into roiling whitewater that repeatedly floods the entire deck, drowning equipment before being swept away in the turbulent current. On the right, in stark contrast, a static, clean shot reveals a remote command center, dimly lit and painted in cool tones. The primary lighting comes from a massive, glowing digital map displaying the vast, swirling vortex of the typhoon. A distinct red line, visualizing the storm's destructive path, directly intersects with the small, flickering icon representing the ship, emphasizing the vessel's desperate and seemingly hopeless struggle against the vast, calculating forces of nature, seen from this helpless observation position.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic maritime scene with a drone-like top-down view of a scientific research vessel with an orange hull, pitching and rolling amid towering waves that flood the deck, contrasted with a static remote command center showing a large digital map tracking the storm. In practice, the video presents a top-down vessel view with some deck activity, but the vessel remains largely stationary and there is no evident flooding or wave-driven motion. The storm visuals are limited to a simplified map with a red line, and the overall mood does not convincingly convey the described peril. Overall, the alignment with the prompt is moderate rather than strong.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of the vessel and deck elements, with stable framing and consistent lighting. However, the storm effects are basic and lack depth, and the overall cinematic polish is modest. There are no obvious artifacts, but the visual fidelity does not reach a high level. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements (top-down vessel view, orange hull, deck equipment, and a remote control-room vibe). Yet key aspects are missing or underdeveloped: there is no visible flooding or active wave dynamics, the storm is represented only by a simple map visualization, and the sense of a dynamic, documentary-like struggle is weak. The alignment is therefore moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible vessel geometry and lighting, but the absence of realistic hydrodynamics and environmental interaction reduces physical realism. The simplified storm depiction and lack of dynamic weather cues undermine common-sense expectations for a storm-at-sea scenario. Overall, Physical/Common-sense Consistency is moderate (score 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": 2.5,
+ "TA": 2.953125,
+ "MQ": 2.6875,
+ "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 dramatic maritime scene with a drone-like top-down view of a scientific research vessel with an orange hull, pitching and rolling amid towering waves that flood the deck, contrasted with a static remote command center showing a large digital map tracking the storm. In practice, the video presents a top-down vessel view with some deck activity, but the vessel remains largely stationary and there is no evident flooding or wave-driven motion. The storm visuals are limited to a simplified map with a red line, and the overall mood does not convincingly convey the described peril. Overall, the alignment with the prompt is moderate rather than strong.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of the vessel and deck elements, with stable framing and consistent lighting. However, the storm effects are basic and lack depth, and the overall cinematic polish is modest. There are no obvious artifacts, but the visual fidelity does not reach a high level. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements (top-down vessel view, orange hull, deck equipment, and a remote control-room vibe). Yet key aspects are missing or underdeveloped: there is no visible flooding or active wave dynamics, the storm is represented only by a simple map visualization, and the sense of a dynamic, documentary-like struggle is weak. The alignment is therefore moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible vessel geometry and lighting, but the absence of realistic hydrodynamics and environmental interaction reduces physical realism. The simplified storm depiction and lack of dynamic weather cues undermine common-sense expectations for a storm-at-sea scenario. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "partial screen composition captures a perilous scene in a surreal documentary style. On the left, a drone's high-angle, top-down perspective, struggling to maintain stability, looks directly at a scientific research vessel with a high-visibility orange hull, its decks cluttered with cranes and satellite domes. The vessel pitches and rolls violently amidst towering black ocean waves, which rise like liquid mountains, their crests exploding into roiling whitewater that repeatedly floods the entire deck, drowning equipment before being swept away in the turbulent current. On the right, in stark contrast, a static, clean shot reveals a remote command center, dimly lit and painted in cool tones. The primary lighting comes from a massive, glowing digital map displaying the vast, swirling vortex of the typhoon. A distinct red line, visualizing the storm's destructive path, directly intersects with the small, flickering icon representing the ship, emphasizing the vessel's desperate and seemingly hopeless struggle against the vast, calculating forces of nature, seen from this helpless observation position.",
+ "seed": 18417,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_12/index_9553_seed_18417_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": 2.984375,
+ "video_score2_ta": 2.21875,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 8.125,
+ "avg": 8.109375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "partial screen composition captures a perilous scene in a surreal documentary style. On the left, a drone's high-angle, top-down perspective, struggling to maintain stability, looks directly at a scientific research vessel with a high-visibility orange hull, its decks cluttered with cranes and satellite domes. The vessel pitches and rolls violently amidst towering black ocean waves, which rise like liquid mountains, their crests exploding into roiling whitewater that repeatedly floods the entire deck, drowning equipment before being swept away in the turbulent current. On the right, in stark contrast, a static, clean shot reveals a remote command center, dimly lit and painted in cool tones. The primary lighting comes from a massive, glowing digital map displaying the vast, swirling vortex of the typhoon. A distinct red line, visualizing the storm's destructive path, directly intersects with the small, flickering icon representing the ship, emphasizing the vessel's desperate and seemingly hopeless struggle against the vast, calculating forces of nature, seen from this helpless observation position.",
+ "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 dramatic maritime scene with a drone-like top-down view of a scientific research vessel amid turbulent waters, accompanied by a static remote command-center shot showing a digital map and a red path indicating the storm's trajectory. In practice, the video presents a top-down view of a vessel and a futuristic-looking control room, but the depiction does not convincingly realize the described peril or the specific interactions between vessel, weather, and observers. Overall, the alignment with the prompt is limited rather than faithful.\n\nVisual Quality Analysis:\nThe frames show moderate clarity with some artifacts. The vessel and deck elements are identifiable, and the control-room displays are legible, but there are occasional distortions and minor rendering inconsistencies that reduce realism. Water effects exist but do not consistently convey the dramatic turbulence described, and lighting/contrast can feel uneven across shots. Overall, visual quality is acceptable but not strong, with noticeable gaps in fidelity to the intended dramatic visuals.\n\nText-to-Video Alignment Analysis:\nThere is partial correspondence to the prompt: a top-down vessel view and a remote-control setting appear, but the vessel’s orange hull and the described deck activity (cranes and domes) are not clearly depicted. The storm dynamics are underrepresented: the waves do not convincingly tower or flood the deck, and the intense, chaotic atmosphere is missing. The control-room aspect is present but lacks the described narrative cues. Overall, alignment is moderate, with several key prompt elements not realized.\n\nPhysical Consistency / Common-sense:\nThe scene maintains basic physical plausibility in vessel form and control-room layout, but the environmental interaction is weak. Wave behavior and flooding are not convincingly portrayed, and the scale and intensity of the storm are not captured. The result is a technically coherent yet emotionally and physically underdeveloped depiction, yielding a low-to-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: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
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+ "TA": 2.21875,
+ "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 dramatic maritime scene with a drone-like top-down view of a scientific research vessel amid turbulent waters, accompanied by a static remote command-center shot showing a digital map and a red path indicating the storm's trajectory. In practice, the video presents a top-down view of a vessel and a futuristic-looking control room, but the depiction does not convincingly realize the described peril or the specific interactions between vessel, weather, and observers. Overall, the alignment with the prompt is limited rather than faithful.\n\nVisual Quality Analysis:\nThe frames show moderate clarity with some artifacts. The vessel and deck elements are identifiable, and the control-room displays are legible, but there are occasional distortions and minor rendering inconsistencies that reduce realism. Water effects exist but do not consistently convey the dramatic turbulence described, and lighting/contrast can feel uneven across shots. Overall, visual quality is acceptable but not strong, with noticeable gaps in fidelity to the intended dramatic visuals.\n\nText-to-Video Alignment Analysis:\nThere is partial correspondence to the prompt: a top-down vessel view and a remote-control setting appear, but the vessel’s orange hull and the described deck activity (cranes and domes) are not clearly depicted. The storm dynamics are underrepresented: the waves do not convincingly tower or flood the deck, and the intense, chaotic atmosphere is missing. The control-room aspect is present but lacks the described narrative cues. Overall, alignment is moderate, with several key prompt elements not realized.\n\nPhysical Consistency / Common-sense:\nThe scene maintains basic physical plausibility in vessel form and control-room layout, but the environmental interaction is weak. Wave behavior and flooding are not convincingly portrayed, and the scale and intensity of the storm are not captured. The result is a technically coherent yet emotionally and physically underdeveloped depiction, yielding a low-to-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: 2"
+ ]
+ },
+ {
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+ "seed": 18418,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_12/index_9553_seed_18418_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.671875,
+ "video_score2_ta": 2.75,
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+ "video_score2_overall": 8.1875,
+ "avg": 8.171875,
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+ "question": "partial screen composition captures a perilous scene in a surreal documentary style. On the left, a drone's high-angle, top-down perspective, struggling to maintain stability, looks directly at a scientific research vessel with a high-visibility orange hull, its decks cluttered with cranes and satellite domes. The vessel pitches and rolls violently amidst towering black ocean waves, which rise like liquid mountains, their crests exploding into roiling whitewater that repeatedly floods the entire deck, drowning equipment before being swept away in the turbulent current. On the right, in stark contrast, a static, clean shot reveals a remote command center, dimly lit and painted in cool tones. The primary lighting comes from a massive, glowing digital map displaying the vast, swirling vortex of the typhoon. A distinct red line, visualizing the storm's destructive path, directly intersects with the small, flickering icon representing the ship, emphasizing the vessel's desperate and seemingly hopeless struggle against the vast, calculating forces of nature, seen from this helpless observation position.",
+ "token_credit_reward": 8.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a partial screen composition capturing a perilous scene in a surreal documentary style. It envisions a drone-like high-angle view of a scientific research vessel with a bright orange hull, pitching and rolling amid towering waves that flood the deck, contrasted with a static remote command center showing a large glowing digital map tracking the storm and a red line intersecting a small icon representing the ship. The overall intent is to convey a vessel's struggle against a vast, overwhelming natural force from an observational perspective.\n\nVisual Quality Analysis:\nThe video presents a split-screen composition with a left-side aerial view of a vessel and a right-side control-room-like setting. The imagery is legible but not highly sharp; there are occasional compression artifacts and mild color/contrast inconsistencies. Lighting varies between frames, contributing to an uneven visual feel. Overall, the visual quality is moderate rather than high-end, aligning with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — partial screen composition, a drone-like aerial perspective, and a vessel with an orange hull. However, key dramatic moments described in the prompt are underrepresented: there is no clear depiction of extreme wave flooding or the vessel being overwhelmed, and the storm dynamics are not convincingly portrayed. The right-side control-center motif is present, but the linkage to the storm visualization is only partially realized. Overall alignment is moderate, reflecting partial fulfillment of the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and a coherent ship-at-sea context within a documentary-like frame. Yet the absence of the more extreme physical events (waves engulfing the deck, deck flooding) reduces the perceived realism of the maritime disaster scenario. The combination yields a moderate level of physical-consistency credibility.\n\nGround-truth scores indicate a balanced, mid-range evaluation across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.671875,
+ "TA": 2.75,
+ "MQ": 2.75,
+ "Overall": 8.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a partial screen composition capturing a perilous scene in a surreal documentary style. It envisions a drone-like high-angle view of a scientific research vessel with a bright orange hull, pitching and rolling amid towering waves that flood the deck, contrasted with a static remote command center showing a large glowing digital map tracking the storm and a red line intersecting a small icon representing the ship. The overall intent is to convey a vessel's struggle against a vast, overwhelming natural force from an observational perspective.\n\nVisual Quality Analysis:\nThe video presents a split-screen composition with a left-side aerial view of a vessel and a right-side control-room-like setting. The imagery is legible but not highly sharp; there are occasional compression artifacts and mild color/contrast inconsistencies. Lighting varies between frames, contributing to an uneven visual feel. Overall, the visual quality is moderate rather than high-end, aligning with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — partial screen composition, a drone-like aerial perspective, and a vessel with an orange hull. However, key dramatic moments described in the prompt are underrepresented: there is no clear depiction of extreme wave flooding or the vessel being overwhelmed, and the storm dynamics are not convincingly portrayed. The right-side control-center motif is present, but the linkage to the storm visualization is only partially realized. Overall alignment is moderate, reflecting partial fulfillment of the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and a coherent ship-at-sea context within a documentary-like frame. Yet the absence of the more extreme physical events (waves engulfing the deck, deck flooding) reduces the perceived realism of the maritime disaster scenario. The combination yields a moderate level of physical-consistency credibility.\n\nGround-truth scores indicate a balanced, mid-range evaluation across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "partial screen composition captures a perilous scene in a surreal documentary style. On the left, a drone's high-angle, top-down perspective, struggling to maintain stability, looks directly at a scientific research vessel with a high-visibility orange hull, its decks cluttered with cranes and satellite domes. The vessel pitches and rolls violently amidst towering black ocean waves, which rise like liquid mountains, their crests exploding into roiling whitewater that repeatedly floods the entire deck, drowning equipment before being swept away in the turbulent current. On the right, in stark contrast, a static, clean shot reveals a remote command center, dimly lit and painted in cool tones. The primary lighting comes from a massive, glowing digital map displaying the vast, swirling vortex of the typhoon. A distinct red line, visualizing the storm's destructive path, directly intersects with the small, flickering icon representing the ship, emphasizing the vessel's desperate and seemingly hopeless struggle against the vast, calculating forces of nature, seen from this helpless observation position.",
+ "seed": 18419,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_12/index_9553_seed_18419_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.578125,
+ "video_score2_ta": 3.5625,
+ "video_score2_mq": 2.796875,
+ "video_score2_overall": 8.9375,
+ "avg": 8.9375,
+ "reward_records": [
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+ "question": "partial screen composition captures a perilous scene in a surreal documentary style. On the left, a drone's high-angle, top-down perspective, struggling to maintain stability, looks directly at a scientific research vessel with a high-visibility orange hull, its decks cluttered with cranes and satellite domes. The vessel pitches and rolls violently amidst towering black ocean waves, which rise like liquid mountains, their crests exploding into roiling whitewater that repeatedly floods the entire deck, drowning equipment before being swept away in the turbulent current. On the right, in stark contrast, a static, clean shot reveals a remote command center, dimly lit and painted in cool tones. The primary lighting comes from a massive, glowing digital map displaying the vast, swirling vortex of the typhoon. A distinct red line, visualizing the storm's destructive path, directly intersects with the small, flickering icon representing the ship, emphasizing the vessel's desperate and seemingly hopeless struggle against the vast, calculating forces of nature, seen from this helpless observation position.",
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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 partial screen composition capturing a perilous scene in a surreal documentary style. It outlines a left-side drone-like view of a vessel amid turbulent waters and a right-side static command-center shot showing a large digital map with a typhoon and a red path. The overall concept remains recognizable, but some specifics are not consistently realized in the footage.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the vessel and the storm, with stable framing and coherent color grading. However, there are occasional minor artifacts and slight inconsistencies in motion cues, preventing a higher rating. The sequence maintains plausible lighting and contrast, and the storm effects are legible, though not exceptionally refined.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the core elements — a vessel under heavy seas, a storm visualization, and a control-room context — but several details diverge or are simplified. The drone-like perspective is not strongly established as a true drone shot, and the scale and intensity of the waves do not always match the most extreme portions of the prompt. The right-side command-center depiction is present but lacks stronger emphasis on the described dynamic tracking.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The vessel’s interaction with the sea and the storm dynamics feel plausible, and the internal monitoring context is believable. Some aspects, such as the exact scale of the waves and the precise integration of the ship’s status within the map display, are not perfectly synchronized, resulting in a generally credible but not flawless depiction.\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": 3.5625,
+ "MQ": 2.796875,
+ "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 partial screen composition capturing a perilous scene in a surreal documentary style. It outlines a left-side drone-like view of a vessel amid turbulent waters and a right-side static command-center shot showing a large digital map with a typhoon and a red path. The overall concept remains recognizable, but some specifics are not consistently realized in the footage.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the vessel and the storm, with stable framing and coherent color grading. However, there are occasional minor artifacts and slight inconsistencies in motion cues, preventing a higher rating. The sequence maintains plausible lighting and contrast, and the storm effects are legible, though not exceptionally refined.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the core elements — a vessel under heavy seas, a storm visualization, and a control-room context — but several details diverge or are simplified. The drone-like perspective is not strongly established as a true drone shot, and the scale and intensity of the waves do not always match the most extreme portions of the prompt. The right-side command-center depiction is present but lacks stronger emphasis on the described dynamic tracking.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The vessel’s interaction with the sea and the storm dynamics feel plausible, and the internal monitoring context is believable. Some aspects, such as the exact scale of the waves and the precise integration of the ship’s status within the map display, are not perfectly synchronized, resulting in a generally credible but not flawless depiction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_13/index_tensor([9761, 9761])_group_13_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_13/index_tensor([9761, 9761])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..957585ca177bfd0c86d0a72ce6160246b2523c85
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_13/index_tensor([9761, 9761])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up, captured in an almost imperceptibly steady, doll-like motion, focuses on a complex spiral structure composed of interlocking, semi-translucent polygons. The geometric forms, primarily dodecahedrons and smaller tetrahedrons, are composed of a smooth crystalline material that appears to absorb all external light. The structure glows from within, its sharp geometric edges emitting a brilliant, cool-toned cyan light, while its frosted crystal faces diffuse this light into a softer, ethereal glow. The object, situated within an infinite, inky void, serves as the sole source of illumination, casting a soft, volumetric haze upon the surrounding darkness. The entire form pulses rhythmically, like breathing; a soft, slow stream of bright, incandescent light steadily propagates along the length of the coil, causing the structure to subtly expand, its interlocking faces shifting toward one another almost imperceptibly, then slowly contract as the wave of light fades away. This hypnotic, constant movement, combined with a deep, cool palette of deep blues and violets, creates an atmosphere of tranquil, otherworldly mystery and focused contemplation.",
+ "seed": 30678,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_13/index_9761_seed_30678_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.46875,
+ "video_score2_ta": 2.109375,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.625,
+ "avg": 8.65625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, captured in an almost imperceptibly steady, doll-like motion, focuses on a complex spiral structure composed of interlocking, semi-translucent polygons. The geometric forms, primarily dodecahedrons and smaller tetrahedrons, are composed of a smooth crystalline material that appears to absorb all external light. The structure glows from within, its sharp geometric edges emitting a brilliant, cool-toned cyan light, while its frosted crystal faces diffuse this light into a softer, ethereal glow. The object, situated within an infinite, inky void, serves as the sole source of illumination, casting a soft, volumetric haze upon the surrounding darkness. The entire form pulses rhythmically, like breathing; a soft, slow stream of bright, incandescent light steadily propagates along the length of the coil, causing the structure to subtly expand, its interlocking faces shifting toward one another almost imperceptibly, then slowly contract as the wave of light fades away. This hypnotic, constant movement, combined with a deep, cool palette of deep blues and violets, creates an atmosphere of tranquil, otherworldly mystery and focused contemplation.",
+ "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 an extreme close-up with near-imperceptible, doll-like motion focusing on a complex spiral structure made of interlocking, semi-transparent polygons (dodecahedrons and smaller tetrahedrons). The geometry is described as smooth crystalline material that appears to absorb external light, with internal glow and sharp edges emitting cyan light. The object sits in an infinite, inky void and is the sole source of illumination, casting a soft, volumetric haze. The form is said to pulse rhythmically like breathing, with a slow stream of bright light propagating along the length of the coil and causing subtle expansion and later contraction as the light fades.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a blue/cyan palette with a clearly defined spiral structure and well-defined edges. The rendering is clean and the lighting remains consistent, producing a coherent overall look. However, the sequence exhibits limited dynamic variation between frames, resulting in a relatively static feel rather than pronounced motion. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—spiral geometry, interwoven structures, and a cool color scheme with internal illumination. Yet it does not fully realize the described dynamics: the motion is not convincingly doll-like or rhythmic, and the breathing-like expansion/contraction is not clearly demonstrated. Alignment is acceptable but not strong, corresponding to a mid-level score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible geometry and lighting relationships, with coherent shading and translucency. The lack of the expected kinetic behavior reduces the perceived realism of the described transformation, though there are no obvious physical contradictions. 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": {
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+ },
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+ "MQ": 3.078125,
+ "Overall": 8.625
+ }
+ }
+ ],
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up with near-imperceptible, doll-like motion focusing on a complex spiral structure made of interlocking, semi-transparent polygons (dodecahedrons and smaller tetrahedrons). The geometry is described as smooth crystalline material that appears to absorb external light, with internal glow and sharp edges emitting cyan light. The object sits in an infinite, inky void and is the sole source of illumination, casting a soft, volumetric haze. The form is said to pulse rhythmically like breathing, with a slow stream of bright light propagating along the length of the coil and causing subtle expansion and later contraction as the light fades.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a blue/cyan palette with a clearly defined spiral structure and well-defined edges. The rendering is clean and the lighting remains consistent, producing a coherent overall look. However, the sequence exhibits limited dynamic variation between frames, resulting in a relatively static feel rather than pronounced motion. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—spiral geometry, interwoven structures, and a cool color scheme with internal illumination. Yet it does not fully realize the described dynamics: the motion is not convincingly doll-like or rhythmic, and the breathing-like expansion/contraction is not clearly demonstrated. Alignment is acceptable but not strong, corresponding to a mid-level score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible geometry and lighting relationships, with coherent shading and translucency. The lack of the expected kinetic behavior reduces the perceived realism of the described transformation, though there are no obvious physical contradictions. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 30679,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_13/index_9761_seed_30679_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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up with near-imperceptible, doll-like motion focusing on a complex spiral structure composed of interlocking, semi-transparent polygons (dodecahedrons and smaller tetrahedrons). The geometry is described as smooth crystalline material that appears to absorb external light, glows from within, with sharp edges emitting a brilliant cyan light and frosted crystal faces diffusing the light into a softer glow. The object sits within an infinite, inky void, serving as the sole source of illumination, casting a soft, volumetric haze upon the surrounding darkness. The form is said to pulse rhythmically like breathing, with a soft, slow stream of bright light propagating along the length of the coil, causing subtle expansion and interfacial shifts between faces.\n\nVisual Quality Assessment:\nAcross the frames, the visuals present a coherent blue/cyan palette with a clear spiral motif and well-defined edges. The rendering is generally clean, with good contrast against the dark background and a consistent glow effect. There are no obvious distortions or artifacts, and the overall sharpness is solid. However, there are minor inconsistencies in edge definition and some frame-to-frame variation in lighting that prevent a perfect, cinema-grade polish. Overall, the visual quality is strong but not flawless, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core aspects of the prompt—spiral structure, interwoven geometry, and a glowing, crystalline appearance within a dark void. Yet certain nuanced details are underrepresented: the precise identification of dodecahedrons and smaller tetrahedrons is not clearly established, and the described dynamic behaviors (breath-like pulsation, light propagation along the coil, and interfacial shifts) are not convincingly realized. The alignment is moderate rather than exact, reflecting a mid-range score.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible lighting, shading, and spatial relationships, with coherent geometry and translucency. Some subtle inconsistencies exist in how light interacts with the surfaces and in the implied dynamics, which slightly detract from full physical realism. Overall, the physical consistency is acceptable but not perfect, corresponding to a mid-range assessment.\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": 3.53125,
+ "TA": 2.953125,
+ "MQ": 3.84375,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up with near-imperceptible, doll-like motion focusing on a complex spiral structure composed of interlocking, semi-transparent polygons (dodecahedrons and smaller tetrahedrons). The geometry is described as smooth crystalline material that appears to absorb external light, glows from within, with sharp edges emitting a brilliant cyan light and frosted crystal faces diffusing the light into a softer glow. The object sits within an infinite, inky void, serving as the sole source of illumination, casting a soft, volumetric haze upon the surrounding darkness. The form is said to pulse rhythmically like breathing, with a soft, slow stream of bright light propagating along the length of the coil, causing subtle expansion and interfacial shifts between faces.\n\nVisual Quality Assessment:\nAcross the frames, the visuals present a coherent blue/cyan palette with a clear spiral motif and well-defined edges. The rendering is generally clean, with good contrast against the dark background and a consistent glow effect. There are no obvious distortions or artifacts, and the overall sharpness is solid. However, there are minor inconsistencies in edge definition and some frame-to-frame variation in lighting that prevent a perfect, cinema-grade polish. Overall, the visual quality is strong but not flawless, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core aspects of the prompt—spiral structure, interwoven geometry, and a glowing, crystalline appearance within a dark void. Yet certain nuanced details are underrepresented: the precise identification of dodecahedrons and smaller tetrahedrons is not clearly established, and the described dynamic behaviors (breath-like pulsation, light propagation along the coil, and interfacial shifts) are not convincingly realized. The alignment is moderate rather than exact, reflecting a mid-range score.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible lighting, shading, and spatial relationships, with coherent geometry and translucency. Some subtle inconsistencies exist in how light interacts with the surfaces and in the implied dynamics, which slightly detract from full physical realism. Overall, the physical consistency is acceptable but not perfect, corresponding to a mid-range assessment.\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": "An extreme close-up, captured in an almost imperceptibly steady, doll-like motion, focuses on a complex spiral structure composed of interlocking, semi-translucent polygons. The geometric forms, primarily dodecahedrons and smaller tetrahedrons, are composed of a smooth crystalline material that appears to absorb all external light. The structure glows from within, its sharp geometric edges emitting a brilliant, cool-toned cyan light, while its frosted crystal faces diffuse this light into a softer, ethereal glow. The object, situated within an infinite, inky void, serves as the sole source of illumination, casting a soft, volumetric haze upon the surrounding darkness. The entire form pulses rhythmically, like breathing; a soft, slow stream of bright, incandescent light steadily propagates along the length of the coil, causing the structure to subtly expand, its interlocking faces shifting toward one another almost imperceptibly, then slowly contract as the wave of light fades away. This hypnotic, constant movement, combined with a deep, cool palette of deep blues and violets, creates an atmosphere of tranquil, otherworldly mystery and focused contemplation.",
+ "seed": 30680,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_13/index_9761_seed_30680_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": 3.09375,
+ "video_score2_ta": 3.234375,
+ "video_score2_mq": 3.765625,
+ "video_score2_overall": 10.0625,
+ "avg": 10.09375,
+ "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 with near-imperceptible doll-like motion focusing on a complex spiral structure made of interlocking, semi-transparent polygons (dodecahedrons and smaller tetrahedrons) in a smooth crystalline material that appears to absorb external light. The structure glows from within, with sharp edges emitting a brilliant cyan light, while frosted crystal faces diffuse the light into a softer glow. It is set against an infinite dark void, serving as the sole illumination source, with a gentle expansion and subtle inter-face shifts as the light propagates along the coil. The overall mood is tranquil, otherworldly, and contemplative.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a blue/cyan crystalline spiral with clear geometric structure and consistent lighting. The rendering is solid and coherent, with good contrast between the bright structure and the darker background. There are no obvious artifacts or distortions, and the motion appears smooth across frames. However, the sequence does not exhibit standout cinematic polish or ultra-high-detail rendering, which keeps the quality at a solid, above-average level rather than exceptional. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—spiral geometry, interwoven crystalline surfaces, and a cool color palette with internal illumination. However, some aspects are only partially realized: the exact identification of dodecahedrons and smaller tetrahedrons is not always explicit, and the described dynamic behaviors (breathing-like expansion, gradual face shifts, and light propagation along the coil) are present but not consistently emphasized throughout the sequence. The alignment is adequate but not perfect, corresponding to a mid-range score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent geometry, lighting, and spatial relationships across frames, with no obvious physical contradictions. The dynamics appear plausible within a stylized, abstract context, though the precise physical behavior (e.g., timing of light propagation and inter-face shifts) is not exhaustively demonstrated. Overall, physical/common-sense consistency is acceptable and aligns with a score of 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.234375,
+ "MQ": 3.765625,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up with near-imperceptible doll-like motion focusing on a complex spiral structure made of interlocking, semi-transparent polygons (dodecahedrons and smaller tetrahedrons) in a smooth crystalline material that appears to absorb external light. The structure glows from within, with sharp edges emitting a brilliant cyan light, while frosted crystal faces diffuse the light into a softer glow. It is set against an infinite dark void, serving as the sole illumination source, with a gentle expansion and subtle inter-face shifts as the light propagates along the coil. The overall mood is tranquil, otherworldly, and contemplative.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a blue/cyan crystalline spiral with clear geometric structure and consistent lighting. The rendering is solid and coherent, with good contrast between the bright structure and the darker background. There are no obvious artifacts or distortions, and the motion appears smooth across frames. However, the sequence does not exhibit standout cinematic polish or ultra-high-detail rendering, which keeps the quality at a solid, above-average level rather than exceptional. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—spiral geometry, interwoven crystalline surfaces, and a cool color palette with internal illumination. However, some aspects are only partially realized: the exact identification of dodecahedrons and smaller tetrahedrons is not always explicit, and the described dynamic behaviors (breathing-like expansion, gradual face shifts, and light propagation along the coil) are present but not consistently emphasized throughout the sequence. The alignment is adequate but not perfect, corresponding to a mid-range score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent geometry, lighting, and spatial relationships across frames, with no obvious physical contradictions. The dynamics appear plausible within a stylized, abstract context, though the precise physical behavior (e.g., timing of light propagation and inter-face shifts) is not exhaustively demonstrated. Overall, physical/common-sense consistency is acceptable and aligns with a score of 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 30681,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_13/index_9761_seed_30681_dp_27_rank_54_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.359375,
+ "video_score2_ta": 2.59375,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 9.0625,
+ "avg": 9.09375,
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+ "question": "An extreme close-up, captured in an almost imperceptibly steady, doll-like motion, focuses on a complex spiral structure composed of interlocking, semi-translucent polygons. The geometric forms, primarily dodecahedrons and smaller tetrahedrons, are composed of a smooth crystalline material that appears to absorb all external light. The structure glows from within, its sharp geometric edges emitting a brilliant, cool-toned cyan light, while its frosted crystal faces diffuse this light into a softer, ethereal glow. The object, situated within an infinite, inky void, serves as the sole source of illumination, casting a soft, volumetric haze upon the surrounding darkness. The entire form pulses rhythmically, like breathing; a soft, slow stream of bright, incandescent light steadily propagates along the length of the coil, causing the structure to subtly expand, its interlocking faces shifting toward one another almost imperceptibly, then slowly contract as the wave of light fades away. This hypnotic, constant movement, combined with a deep, cool palette of deep blues and violets, creates an atmosphere of tranquil, otherworldly mystery and focused contemplation.",
+ "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 an extreme close-up of a complex spiral structure made of interlocking, semi-transparent geometric forms (dodecahedrons and smaller tetrahedrons) in a smooth crystalline material, glowing from within with a cool cyan light, set against an infinite dark void, pulsing rhythmically like breathing, with a slow propagation of light along the coil and subtle expansion/contraction of the interlocking faces.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a blue/cyan crystalline structure with geometric patterns and a consistent color palette. The rendering is clean and the lighting remains coherent, but the overall sharpness and fine detail are moderate rather than high. There are no obvious artifacts or distortions, yet the imagery does not reach high-end crispness. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close-up framing, a spiral/coiled arrangement, and a cool-toned glow. However, key aspects such as the explicit depiction of dodecahedrons and smaller tetrahedrons, the notion of an infinite dark void, and the described dynamic pulsation and light propagation are not convincingly realized. The alignment is partial and moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence: the geometry, lighting, and translucency behave consistently across frames, with no apparent physical contradictions. The dynamics are subtle and do not violate basic physical expectations, yielding a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.359375,
+ "TA": 2.59375,
+ "MQ": 3.140625,
+ "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 an extreme close-up of a complex spiral structure made of interlocking, semi-transparent geometric forms (dodecahedrons and smaller tetrahedrons) in a smooth crystalline material, glowing from within with a cool cyan light, set against an infinite dark void, pulsing rhythmically like breathing, with a slow propagation of light along the coil and subtle expansion/contraction of the interlocking faces.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a blue/cyan crystalline structure with geometric patterns and a consistent color palette. The rendering is clean and the lighting remains coherent, but the overall sharpness and fine detail are moderate rather than high. There are no obvious artifacts or distortions, yet the imagery does not reach high-end crispness. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close-up framing, a spiral/coiled arrangement, and a cool-toned glow. However, key aspects such as the explicit depiction of dodecahedrons and smaller tetrahedrons, the notion of an infinite dark void, and the described dynamic pulsation and light propagation are not convincingly realized. The alignment is partial and moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains internal coherence: the geometry, lighting, and translucency behave consistently across frames, with no apparent physical contradictions. The dynamics are subtle and do not violate basic physical expectations, yielding a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_14/index_tensor([6105, 6105])_group_14_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_14/index_tensor([6105, 6105])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f9ab077109b90d2ff57c9ea2b27d7ae025ecd19
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_14/index_tensor([6105, 6105])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up shot with Snorri's camera, captured in the style of high-speed sports photography, focuses on a thick-cut steak sizzling fiercely in a sizzling black cast iron skillet. The steak's surface displays a perfect deep brown Maillard crust, its rough texture dotted with melted sea salt, and deep black sear marks are clearly visible. As the steak is thrust violently against the pan, countless crystal-clear droplets of scalding fat and deep amber juices burst from the meat's fibers, blasting towards the camera. Each droplet, frozen by the rapid shutter speed, becomes a tiny, suspended gem, clearly reflecting the sharp, high-contrast overhead lighting of the kitchen. Due to the unique movement of Snorri's camera, the kitchen environment in the background—the flickering flames and the outlines of stainless steel tools—is stretched into a motion-blurred streak of light and shadow, dramatically enhancing the image's sense of speed. The warm tones and intense light and shadow evoke the raw power of cooking and a mouth-watering visual impact, creating an atmosphere of intense and aesthetic sensory feast.",
+ "seed": 23876,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_14/index_6105_seed_23876_dp_28_rank_56_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.828125,
+ "video_score2_ta": 2.453125,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.3125,
+ "avg": 8.296875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up shot with Snorri's camera, captured in the style of high-speed sports photography, focuses on a thick-cut steak sizzling fiercely in a sizzling black cast iron skillet. The steak's surface displays a perfect deep brown Maillard crust, its rough texture dotted with melted sea salt, and deep black sear marks are clearly visible. As the steak is thrust violently against the pan, countless crystal-clear droplets of scalding fat and deep amber juices burst from the meat's fibers, blasting towards the camera. Each droplet, frozen by the rapid shutter speed, becomes a tiny, suspended gem, clearly reflecting the sharp, high-contrast overhead lighting of the kitchen. Due to the unique movement of Snorri's camera, the kitchen environment in the background—the flickering flames and the outlines of stainless steel tools—is stretched into a motion-blurred streak of light and shadow, dramatically enhancing the image's sense of speed. The warm tones and intense light and shadow evoke the raw power of cooking and a mouth-watering visual impact, creating an atmosphere of intense and aesthetic sensory feast.",
+ "token_credit_reward": 8.3125,
+ "selected_reward": 8.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up shot with Snorri's camera, capturing a thick-cut steak sizzling in a black cast iron skillet. It emphasizes a deep brown Maillard crust, visible sear marks, and dramatic, high-speed photography effects such as suspended droplets of fat and juices, motion blur in the kitchen background, warm tones, and strong lighting that conveys raw power and sensory intensity.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and recognizable elements like the steak and pan, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild softness or minor compression artifacts, and while lighting remains warm and dramatic, it does not consistently achieve the level of high-contrast overhead illumination described in the prompt. The motion blur and depth-of-field contribute to a cinematic look, yet they do not compensate for overall sharpness limitations. In sum, the video presents a plausible culinary scene with acceptable visual fidelity, but not outstanding.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). Core elements—extreme close-up framing, presence of a thick-cut steak in a dark pan, visible searing cues, and a dynamic cooking moment—are present. However, several key prompt details are underrepresented: the exact camera identity (Snorri’s camera) is not clearly established, the suspended droplets and their precise physics are not convincingly depicted, and the kitchen background lacks the described motion blur and dramatic lighting nuances. Overall, the video captures the essential idea but misses important specifics, resulting in a mid-range alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible cooking physics: the steak sits in a pan with visible searing cues, and the motion appears coherent with a high-speed cooking moment. There are no glaring violations of common-sense expectations. Nevertheless, some micro-dynamics (e.g., the behavior of suspended droplets, precise heat interaction between pan and meat) 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": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.828125,
+ "TA": 2.453125,
+ "MQ": 3.015625,
+ "Overall": 8.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up shot with Snorri's camera, capturing a thick-cut steak sizzling in a black cast iron skillet. It emphasizes a deep brown Maillard crust, visible sear marks, and dramatic, high-speed photography effects such as suspended droplets of fat and juices, motion blur in the kitchen background, warm tones, and strong lighting that conveys raw power and sensory intensity.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and recognizable elements like the steak and pan, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild softness or minor compression artifacts, and while lighting remains warm and dramatic, it does not consistently achieve the level of high-contrast overhead illumination described in the prompt. The motion blur and depth-of-field contribute to a cinematic look, yet they do not compensate for overall sharpness limitations. In sum, the video presents a plausible culinary scene with acceptable visual fidelity, but not outstanding.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). Core elements—extreme close-up framing, presence of a thick-cut steak in a dark pan, visible searing cues, and a dynamic cooking moment—are present. However, several key prompt details are underrepresented: the exact camera identity (Snorri’s camera) is not clearly established, the suspended droplets and their precise physics are not convincingly depicted, and the kitchen background lacks the described motion blur and dramatic lighting nuances. Overall, the video captures the essential idea but misses important specifics, resulting in a mid-range alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible cooking physics: the steak sits in a pan with visible searing cues, and the motion appears coherent with a high-speed cooking moment. There are no glaring violations of common-sense expectations. Nevertheless, some micro-dynamics (e.g., the behavior of suspended droplets, precise heat interaction between pan and meat) 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"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up shot with Snorri's camera, captured in the style of high-speed sports photography, focuses on a thick-cut steak sizzling fiercely in a sizzling black cast iron skillet. The steak's surface displays a perfect deep brown Maillard crust, its rough texture dotted with melted sea salt, and deep black sear marks are clearly visible. As the steak is thrust violently against the pan, countless crystal-clear droplets of scalding fat and deep amber juices burst from the meat's fibers, blasting towards the camera. Each droplet, frozen by the rapid shutter speed, becomes a tiny, suspended gem, clearly reflecting the sharp, high-contrast overhead lighting of the kitchen. Due to the unique movement of Snorri's camera, the kitchen environment in the background—the flickering flames and the outlines of stainless steel tools—is stretched into a motion-blurred streak of light and shadow, dramatically enhancing the image's sense of speed. The warm tones and intense light and shadow evoke the raw power of cooking and a mouth-watering visual impact, creating an atmosphere of intense and aesthetic sensory feast.",
+ "seed": 23877,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_14/index_6105_seed_23877_dp_28_rank_56_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 2.96875,
+ "video_score2_mq": 3.40625,
+ "video_score2_overall": 9.375,
+ "avg": 9.40625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up shot with Snorri's camera, captured in the style of high-speed sports photography, focuses on a thick-cut steak sizzling fiercely in a sizzling black cast iron skillet. The steak's surface displays a perfect deep brown Maillard crust, its rough texture dotted with melted sea salt, and deep black sear marks are clearly visible. As the steak is thrust violently against the pan, countless crystal-clear droplets of scalding fat and deep amber juices burst from the meat's fibers, blasting towards the camera. Each droplet, frozen by the rapid shutter speed, becomes a tiny, suspended gem, clearly reflecting the sharp, high-contrast overhead lighting of the kitchen. Due to the unique movement of Snorri's camera, the kitchen environment in the background—the flickering flames and the outlines of stainless steel tools—is stretched into a motion-blurred streak of light and shadow, dramatically enhancing the image's sense of speed. The warm tones and intense light and shadow evoke the raw power of cooking and a mouth-watering visual impact, creating an atmosphere of intense and aesthetic sensory feast.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up shot with Snorri's camera, capturing a thick-cut steak sizzling in a black cast iron skillet. It envisions a vivid scene with a perfectly browned, textured surface, visible sea salt, deep sear marks, and a moment where the steak is violently thrust against the pan, generating crystal-clear droplets of fat and amber juices that freeze in mid-air under high-speed lighting. The kitchen background should show motion blur from flames and tools, contributing to a dramatic sense of speed and heat.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear depiction of the steak and pan, but there are noticeable issues that prevent a higher rating. Frame 1 shows some motion blur and minor distortion around the pan, which slightly reduces sharpness. Frames 2–4 are clearer and render the steak texture and searing details adequately, yet occasional artifacts and inconsistent focus across frames keep the overall impression from being exceptional. Lighting remains warm and dramatic, but the sequence does not consistently achieve pristine clarity throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: an extreme close-up of a thick-cut steak in a black cast iron skillet, with visible searing and texture. The depiction captures the essential features—thick cut, dark sear, and a sense of heat. However, certain dynamic aspects described in the prompt are not fully realized: the dramatic moment of the steak being violently thrust against the pan and the explicit generation of suspended droplets are not clearly demonstrated, and the kitchen background lacks the expected flame and tool motion blur. Despite these gaps, the main components align well with the intended scene, yielding a high level of fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible cooking physics: the steak sits in the pan with believable heat cues and texture progression. There are minor inconsistencies in motion realism and the absence of some expected dynamic interactions, but nothing that breaks basic physical plausibility. Overall, the depiction is coherent and credible, though not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.03125,
+ "TA": 2.96875,
+ "MQ": 3.40625,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up shot with Snorri's camera, capturing a thick-cut steak sizzling in a black cast iron skillet. It envisions a vivid scene with a perfectly browned, textured surface, visible sea salt, deep sear marks, and a moment where the steak is violently thrust against the pan, generating crystal-clear droplets of fat and amber juices that freeze in mid-air under high-speed lighting. The kitchen background should show motion blur from flames and tools, contributing to a dramatic sense of speed and heat.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and clear depiction of the steak and pan, but there are noticeable issues that prevent a higher rating. Frame 1 shows some motion blur and minor distortion around the pan, which slightly reduces sharpness. Frames 2–4 are clearer and render the steak texture and searing details adequately, yet occasional artifacts and inconsistent focus across frames keep the overall impression from being exceptional. Lighting remains warm and dramatic, but the sequence does not consistently achieve pristine clarity throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: an extreme close-up of a thick-cut steak in a black cast iron skillet, with visible searing and texture. The depiction captures the essential features—thick cut, dark sear, and a sense of heat. However, certain dynamic aspects described in the prompt are not fully realized: the dramatic moment of the steak being violently thrust against the pan and the explicit generation of suspended droplets are not clearly demonstrated, and the kitchen background lacks the expected flame and tool motion blur. Despite these gaps, the main components align well with the intended scene, yielding a high level of fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible cooking physics: the steak sits in the pan with believable heat cues and texture progression. There are minor inconsistencies in motion realism and the absence of some expected dynamic interactions, but nothing that breaks basic physical plausibility. Overall, the depiction is coherent and credible, 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": "An extreme close-up shot with Snorri's camera, captured in the style of high-speed sports photography, focuses on a thick-cut steak sizzling fiercely in a sizzling black cast iron skillet. The steak's surface displays a perfect deep brown Maillard crust, its rough texture dotted with melted sea salt, and deep black sear marks are clearly visible. As the steak is thrust violently against the pan, countless crystal-clear droplets of scalding fat and deep amber juices burst from the meat's fibers, blasting towards the camera. Each droplet, frozen by the rapid shutter speed, becomes a tiny, suspended gem, clearly reflecting the sharp, high-contrast overhead lighting of the kitchen. Due to the unique movement of Snorri's camera, the kitchen environment in the background—the flickering flames and the outlines of stainless steel tools—is stretched into a motion-blurred streak of light and shadow, dramatically enhancing the image's sense of speed. The warm tones and intense light and shadow evoke the raw power of cooking and a mouth-watering visual impact, creating an atmosphere of intense and aesthetic sensory feast.",
+ "seed": 23878,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_14/index_6105_seed_23878_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.25,
+ "video_score2_ta": 3.046875,
+ "video_score2_mq": 3.421875,
+ "video_score2_overall": 9.75,
+ "avg": 9.71875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up shot with Snorri's camera, captured in the style of high-speed sports photography, focuses on a thick-cut steak sizzling fiercely in a sizzling black cast iron skillet. The steak's surface displays a perfect deep brown Maillard crust, its rough texture dotted with melted sea salt, and deep black sear marks are clearly visible. As the steak is thrust violently against the pan, countless crystal-clear droplets of scalding fat and deep amber juices burst from the meat's fibers, blasting towards the camera. Each droplet, frozen by the rapid shutter speed, becomes a tiny, suspended gem, clearly reflecting the sharp, high-contrast overhead lighting of the kitchen. Due to the unique movement of Snorri's camera, the kitchen environment in the background—the flickering flames and the outlines of stainless steel tools—is stretched into a motion-blurred streak of light and shadow, dramatically enhancing the image's sense of speed. The warm tones and intense light and shadow evoke the raw power of cooking and a mouth-watering visual impact, creating an atmosphere of intense and aesthetic sensory feast.",
+ "token_credit_reward": 9.75,
+ "selected_reward": 9.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up shot with Snorri's camera, capturing a thick-cut steak sizzling in a black cast iron skillet. It envisions a deep brown Maillard crust, visible sear marks, and a dynamic moment where the steak is thrust against the pan, with fat droplets and amber juices bursting toward the camera, each droplet frozen by rapid shutter speed under high-contrast overhead lighting. The kitchen background should show motion blur from stretched flames and tools, contributing to a sense of speed and drama.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and a convincing kitchen setting, but there are noticeable limitations: occasional softness, minor compression artifacts, and some color/contrast inconsistencies that prevent a higher-fidelity look. The lighting is warm and dramatic, yet it does not consistently deliver the crispness or polish implied by the prompt. The sequence remains coherent, but the overall sharpness and artifact control do not reach a high-end level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents an extreme close-up of a thick steak in a dark skillet, with visible searing and a rich, amber palette. The core elements—thick cut, searing action, and dramatic lighting—are well represented. Some nuanced details from the prompt (such as precise motion dynamics and exact camera behavior) are not fully realized, but the essential alignment is solid and convincing.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible cooking physics: the steak maintains shape during sizzling, and the lighting supports a realistic kitchen context. However, there are minor inconsistencies in motion realism and heat visualization that prevent a stronger sense of physical authenticity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.25,
+ "TA": 3.046875,
+ "MQ": 3.421875,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up shot with Snorri's camera, capturing a thick-cut steak sizzling in a black cast iron skillet. It envisions a deep brown Maillard crust, visible sear marks, and a dynamic moment where the steak is thrust against the pan, with fat droplets and amber juices bursting toward the camera, each droplet frozen by rapid shutter speed under high-contrast overhead lighting. The kitchen background should show motion blur from stretched flames and tools, contributing to a sense of speed and drama.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and a convincing kitchen setting, but there are noticeable limitations: occasional softness, minor compression artifacts, and some color/contrast inconsistencies that prevent a higher-fidelity look. The lighting is warm and dramatic, yet it does not consistently deliver the crispness or polish implied by the prompt. The sequence remains coherent, but the overall sharpness and artifact control do not reach a high-end level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents an extreme close-up of a thick steak in a dark skillet, with visible searing and a rich, amber palette. The core elements—thick cut, searing action, and dramatic lighting—are well represented. Some nuanced details from the prompt (such as precise motion dynamics and exact camera behavior) are not fully realized, but the essential alignment is solid and convincing.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible cooking physics: the steak maintains shape during sizzling, and the lighting supports a realistic kitchen context. However, there are minor inconsistencies in motion realism and heat visualization that prevent a stronger sense of physical authenticity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up shot with Snorri's camera, captured in the style of high-speed sports photography, focuses on a thick-cut steak sizzling fiercely in a sizzling black cast iron skillet. The steak's surface displays a perfect deep brown Maillard crust, its rough texture dotted with melted sea salt, and deep black sear marks are clearly visible. As the steak is thrust violently against the pan, countless crystal-clear droplets of scalding fat and deep amber juices burst from the meat's fibers, blasting towards the camera. Each droplet, frozen by the rapid shutter speed, becomes a tiny, suspended gem, clearly reflecting the sharp, high-contrast overhead lighting of the kitchen. Due to the unique movement of Snorri's camera, the kitchen environment in the background—the flickering flames and the outlines of stainless steel tools—is stretched into a motion-blurred streak of light and shadow, dramatically enhancing the image's sense of speed. The warm tones and intense light and shadow evoke the raw power of cooking and a mouth-watering visual impact, creating an atmosphere of intense and aesthetic sensory feast.",
+ "seed": 23879,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_14/index_6105_seed_23879_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": 3.40625,
+ "video_score2_ta": 2.953125,
+ "video_score2_mq": 3.4375,
+ "video_score2_overall": 9.8125,
+ "avg": 9.796875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up shot with Snorri's camera, captured in the style of high-speed sports photography, focuses on a thick-cut steak sizzling fiercely in a sizzling black cast iron skillet. The steak's surface displays a perfect deep brown Maillard crust, its rough texture dotted with melted sea salt, and deep black sear marks are clearly visible. As the steak is thrust violently against the pan, countless crystal-clear droplets of scalding fat and deep amber juices burst from the meat's fibers, blasting towards the camera. Each droplet, frozen by the rapid shutter speed, becomes a tiny, suspended gem, clearly reflecting the sharp, high-contrast overhead lighting of the kitchen. Due to the unique movement of Snorri's camera, the kitchen environment in the background—the flickering flames and the outlines of stainless steel tools—is stretched into a motion-blurred streak of light and shadow, dramatically enhancing the image's sense of speed. The warm tones and intense light and shadow evoke the raw power of cooking and a mouth-watering visual impact, creating an atmosphere of intense and aesthetic sensory feast.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up shot with Snorri's camera, capturing a thick-cut steak sizzling in a black cast iron skillet. It envisions a vivid scene with a perfectly browned, textured surface, visible sea salt, deep sear marks, and dynamic action as the steak is thrust against the pan, with droplets of fat and juices frozen by rapid shutter speed, set against a kitchen backdrop with flickering flames and motion-blurred background elements.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional soft areas and minor compression artifacts that prevent a higher rating. Lighting remains warm and consistent, and the depth-of-field effect is present, though not exceptionally refined. The sequence appears stable without major distortions, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up of a steak in a dark skillet with visible seasoning and searing cues, and the kitchen ambiance is suggested. However, certain dramatic elements described in the prompt—such as a truly extreme close-up, a visibly violent impact of the steak against the pan, and the precise, frame-by-frame depiction of droplets frozen by rapid shutter—are not fully realized. The result captures core aspects well while missing some of the more stylized, kinetic details.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible cooking physics: the steak sits in a skillet, shows typical browning and searing, and the kitchen setting is believable. Some aspects, such as the exact interaction dynamics and the timing of droplet release, are not deeply simulated, which keeps the realism at a reasonable level rather than highly detailed.\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": 3.40625,
+ "TA": 2.953125,
+ "MQ": 3.4375,
+ "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 an extreme close-up shot with Snorri's camera, capturing a thick-cut steak sizzling in a black cast iron skillet. It envisions a vivid scene with a perfectly browned, textured surface, visible sea salt, deep sear marks, and dynamic action as the steak is thrust against the pan, with droplets of fat and juices frozen by rapid shutter speed, set against a kitchen backdrop with flickering flames and motion-blurred background elements.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional soft areas and minor compression artifacts that prevent a higher rating. Lighting remains warm and consistent, and the depth-of-field effect is present, though not exceptionally refined. The sequence appears stable without major distortions, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a close-up of a steak in a dark skillet with visible seasoning and searing cues, and the kitchen ambiance is suggested. However, certain dramatic elements described in the prompt—such as a truly extreme close-up, a visibly violent impact of the steak against the pan, and the precise, frame-by-frame depiction of droplets frozen by rapid shutter—are not fully realized. The result captures core aspects well while missing some of the more stylized, kinetic details.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene adheres to plausible cooking physics: the steak sits in a skillet, shows typical browning and searing, and the kitchen setting is believable. Some aspects, such as the exact interaction dynamics and the timing of droplet release, are not deeply simulated, which keeps the realism at a reasonable level rather than highly detailed.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_15/index_tensor([4048, 4048])_group_15_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_15/index_tensor([4048, 4048])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ddc2dcf885881dcf46755fcc28e3f6c065c47c48
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_15/index_tensor([4048, 4048])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up, captured with a slightly shaky, unsteady handheld camera, focuses on an ancient bronze military medal, suspended against a deep, blurry black background, tumbling on its axis in a slow, irregular rhythm. A sharp, focused overhead light streams down from above, sculpting every detail of the outstretched eagle and crossed olive branches embossed on its circular surface. The ravages of time and battle have left indelible marks on it: fine scratches, tiny dents, and edges worn smooth, even a faint smoky black tint at one corner. The red and yellow ribbon connecting it, severely faded and frayed at the edges, sways slightly with the medal's movement. As it slowly turns, light flows across the weathered metal, creating fleeting, dazzling highlights where its edges catch the light, sometimes revealing the relief on the obverse, sometimes revealing the smooth but equally scarred reverse. The entire picture creates a subtle tension between dynamic shaking and static gaze, creating an atmosphere that is solemn, contemplative and full of a strong sense of historical stories.",
+ "seed": 18573,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_15/index_4048_seed_18573_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": 3.234375,
+ "video_score2_ta": 3.890625,
+ "video_score2_mq": 3.96875,
+ "video_score2_overall": 11.125,
+ "avg": 11.09375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, captured with a slightly shaky, unsteady handheld camera, focuses on an ancient bronze military medal, suspended against a deep, blurry black background, tumbling on its axis in a slow, irregular rhythm. A sharp, focused overhead light streams down from above, sculpting every detail of the outstretched eagle and crossed olive branches embossed on its circular surface. The ravages of time and battle have left indelible marks on it: fine scratches, tiny dents, and edges worn smooth, even a faint smoky black tint at one corner. The red and yellow ribbon connecting it, severely faded and frayed at the edges, sways slightly with the medal's movement. As it slowly turns, light flows across the weathered metal, creating fleeting, dazzling highlights where its edges catch the light, sometimes revealing the relief on the obverse, sometimes revealing the smooth but equally scarred reverse. The entire picture creates a subtle tension between dynamic shaking and static gaze, creating an atmosphere that is solemn, contemplative and full of a strong sense of historical stories.",
+ "token_credit_reward": 11.125,
+ "selected_reward": 11.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up, captured with a slightly shaky, unsteady handheld camera, focuses on an ancient bronze military medal, suspended against a deep, blurry black background, tumbling on its axis in a slow, irregular rhythm. A sharp, focused overhead light streams down from above, sculpting every detail of the outstretched eagle and crossed olive branches embossed on its circular surface. The ravages of time and battle have left indelible marks on it: fine scratches, tiny dents, and edges worn smooth, even a faint smoky black tint at one corner. The red and yellow ribbon connecting it, severely faded and frayed at the edges, sways slightly with the medal's movement. As it slowly turns, light flows across the weathered metal, creating fleeting, dazzling highlights where its edges catch the light, sometimes revealing the relief on the obverse, sometimes revealing the smooth but equally scarred reverse. The entire picture creates a subtle tension between dynamic shaking and static gaze, creating an atmosphere that is solemn, contemplative and full of a strong sense of historical stories.\"\n\nVisual Quality Assessment:\nOverall, the visuals are solid and coherent with the prompt. The extreme close-up framing, the presence of a slightly shaky handheld feel, and the dramatic overhead lighting are well represented. The depth-of-field effect separating the medal from a dark background is effective, and the lighting consistently yields strong contrast and highlights. The sequence remains smooth with no obvious artifacts or distortions, and the metallic textures read convincingly. While the imagery is strong, there are minor imperfections (e.g., occasional slight softness in some frames) that prevent a perfect 5/5, aligning with a high-but-not-flawless rating.\n\nText-to-Video Alignment Assessment:\nThe video aligns very closely with the textual prompt. All major elements are present: the extreme close-up, the unsteady handheld feel, the ancient bronze medal, the deep blurred background, the slow irregular tumble, the sharp overhead light, and the embossed details such as the eagle and olive branches. The weathering cues, the ribbon, and the interplay of light and shadow are faithfully reproduced, producing a faithful rendering of the described scene. The overall alignment is excellent, with no meaningful deviations detected.\n\nPhysical/Common-sense Consistency:\nThe motion and lighting are generally plausible, and the interaction between light, texture, and form reads as believable. However, there are a few minor inconsistencies in how the ribbon moves relative to the medal and in the subtler dynamics of the rotation, which prevents a flawless depiction of physical realism. These small discrepancies keep the assessment at a solid 4/5 rather than perfect.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 5\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 5,
+ "MQ": 4
+ },
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+ "TA": 3.890625,
+ "MQ": 3.96875,
+ "Overall": 11.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up, captured with a slightly shaky, unsteady handheld camera, focuses on an ancient bronze military medal, suspended against a deep, blurry black background, tumbling on its axis in a slow, irregular rhythm. A sharp, focused overhead light streams down from above, sculpting every detail of the outstretched eagle and crossed olive branches embossed on its circular surface. The ravages of time and battle have left indelible marks on it: fine scratches, tiny dents, and edges worn smooth, even a faint smoky black tint at one corner. The red and yellow ribbon connecting it, severely faded and frayed at the edges, sways slightly with the medal's movement. As it slowly turns, light flows across the weathered metal, creating fleeting, dazzling highlights where its edges catch the light, sometimes revealing the relief on the obverse, sometimes revealing the smooth but equally scarred reverse. The entire picture creates a subtle tension between dynamic shaking and static gaze, creating an atmosphere that is solemn, contemplative and full of a strong sense of historical stories.\"\n\nVisual Quality Assessment:\nOverall, the visuals are solid and coherent with the prompt. The extreme close-up framing, the presence of a slightly shaky handheld feel, and the dramatic overhead lighting are well represented. The depth-of-field effect separating the medal from a dark background is effective, and the lighting consistently yields strong contrast and highlights. The sequence remains smooth with no obvious artifacts or distortions, and the metallic textures read convincingly. While the imagery is strong, there are minor imperfections (e.g., occasional slight softness in some frames) that prevent a perfect 5/5, aligning with a high-but-not-flawless rating.\n\nText-to-Video Alignment Assessment:\nThe video aligns very closely with the textual prompt. All major elements are present: the extreme close-up, the unsteady handheld feel, the ancient bronze medal, the deep blurred background, the slow irregular tumble, the sharp overhead light, and the embossed details such as the eagle and olive branches. The weathering cues, the ribbon, and the interplay of light and shadow are faithfully reproduced, producing a faithful rendering of the described scene. The overall alignment is excellent, with no meaningful deviations detected.\n\nPhysical/Common-sense Consistency:\nThe motion and lighting are generally plausible, and the interaction between light, texture, and form reads as believable. However, there are a few minor inconsistencies in how the ribbon moves relative to the medal and in the subtler dynamics of the rotation, which prevents a flawless depiction of physical realism. These small discrepancies keep the assessment at a solid 4/5 rather than perfect.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 5\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, captured with a slightly shaky, unsteady handheld camera, focuses on an ancient bronze military medal, suspended against a deep, blurry black background, tumbling on its axis in a slow, irregular rhythm. A sharp, focused overhead light streams down from above, sculpting every detail of the outstretched eagle and crossed olive branches embossed on its circular surface. The ravages of time and battle have left indelible marks on it: fine scratches, tiny dents, and edges worn smooth, even a faint smoky black tint at one corner. The red and yellow ribbon connecting it, severely faded and frayed at the edges, sways slightly with the medal's movement. As it slowly turns, light flows across the weathered metal, creating fleeting, dazzling highlights where its edges catch the light, sometimes revealing the relief on the obverse, sometimes revealing the smooth but equally scarred reverse. The entire picture creates a subtle tension between dynamic shaking and static gaze, creating an atmosphere that is solemn, contemplative and full of a strong sense of historical stories.",
+ "seed": 18574,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_15/index_4048_seed_18574_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_overall": 8.9375,
+ "avg": 8.9375,
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+ "question": "An extreme close-up, captured with a slightly shaky, unsteady handheld camera, focuses on an ancient bronze military medal, suspended against a deep, blurry black background, tumbling on its axis in a slow, irregular rhythm. A sharp, focused overhead light streams down from above, sculpting every detail of the outstretched eagle and crossed olive branches embossed on its circular surface. The ravages of time and battle have left indelible marks on it: fine scratches, tiny dents, and edges worn smooth, even a faint smoky black tint at one corner. The red and yellow ribbon connecting it, severely faded and frayed at the edges, sways slightly with the medal's movement. As it slowly turns, light flows across the weathered metal, creating fleeting, dazzling highlights where its edges catch the light, sometimes revealing the relief on the obverse, sometimes revealing the smooth but equally scarred reverse. The entire picture creates a subtle tension between dynamic shaking and static gaze, creating an atmosphere that is solemn, contemplative and full of a strong sense of historical stories.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up, captured with a slightly shaky, unsteady handheld camera, focuses on an ancient bronze military medal, suspended against a deep, blurry black background, tumbling on its axis in a slow, irregular rhythm. A sharp, focused overhead light streams down from above, sculpting every detail of the outstretched eagle and crossed olive branches embossed on its circular surface. The ravages of time and battle have left indelible marks on it: fine scratches, tiny dents, and edges worn smooth, even a faint smoky black tint at one corner. The red and yellow ribbon connecting it, severely faded and frayed at the edges, sways slightly with the medal's movement. As it slowly turns, light flows across the weathered metal, creating fleeting, dazzling highlights where its edges catch the light, sometimes revealing the relief on the obverse, sometimes revealing the smooth but equally scarred reverse. The entire picture creates a subtle tension between dynamic shaking and static gaze, creating an atmosphere that is solemn, contemplative and full of a strong sense of historical stories.\"\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show the medal clearly enough to discern details, but there are occasional softness and minor compression artifacts that prevent a high-fidelity impression. The depth-of-field effect is present, yet some frames exhibit slight inconsistencies in focus, which slightly reduces perceived sharpness. Lighting is generally adequate, though a few frames lack the dramatic contrast or the exact overhead illumination described in the prompt. The motion is perceptible but not consistently smooth; minor jitter or frame-rate limitations can be observed, contributing to a sense of unevenness rather than pristine stability. In sum, the visuals are acceptable and convey the subject, but they do not reach high-end realism or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures the core elements—an extreme close-up of a bronze medal with a ribbon, set against a dark background, and exhibiting rotation with lighting effects. However, several nuanced aspects of the prompt are not fully realized: the exact composition and emphasis of the eagle and olive branches are not always clearly resolved due to varying focus, and the depth cues and atmospheric details are only partially conveyed. The overall mood and historical storytelling are suggested but not consistently reinforced throughout the sequence, resulting in a middling alignment rather than a strong one.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The object’s form, weight distribution, and ribbon behavior are broadly plausible, and the rotation appears coherent with basic physics. Nevertheless, there are minor inconsistencies in lighting interaction with the curved surface and in the perceived weight transfer during rotation, which prevent a higher level of realism. Overall, the scene remains believable and coherent, but not flawless in terms of physical fidelity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "Overall": 8.9375
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up, captured with a slightly shaky, unsteady handheld camera, focuses on an ancient bronze military medal, suspended against a deep, blurry black background, tumbling on its axis in a slow, irregular rhythm. A sharp, focused overhead light streams down from above, sculpting every detail of the outstretched eagle and crossed olive branches embossed on its circular surface. The ravages of time and battle have left indelible marks on it: fine scratches, tiny dents, and edges worn smooth, even a faint smoky black tint at one corner. The red and yellow ribbon connecting it, severely faded and frayed at the edges, sways slightly with the medal's movement. As it slowly turns, light flows across the weathered metal, creating fleeting, dazzling highlights where its edges catch the light, sometimes revealing the relief on the obverse, sometimes revealing the smooth but equally scarred reverse. The entire picture creates a subtle tension between dynamic shaking and static gaze, creating an atmosphere that is solemn, contemplative and full of a strong sense of historical stories.\"\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). The frames show the medal clearly enough to discern details, but there are occasional softness and minor compression artifacts that prevent a high-fidelity impression. The depth-of-field effect is present, yet some frames exhibit slight inconsistencies in focus, which slightly reduces perceived sharpness. Lighting is generally adequate, though a few frames lack the dramatic contrast or the exact overhead illumination described in the prompt. The motion is perceptible but not consistently smooth; minor jitter or frame-rate limitations can be observed, contributing to a sense of unevenness rather than pristine stability. In sum, the visuals are acceptable and convey the subject, but they do not reach high-end realism or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures the core elements—an extreme close-up of a bronze medal with a ribbon, set against a dark background, and exhibiting rotation with lighting effects. However, several nuanced aspects of the prompt are not fully realized: the exact composition and emphasis of the eagle and olive branches are not always clearly resolved due to varying focus, and the depth cues and atmospheric details are only partially conveyed. The overall mood and historical storytelling are suggested but not consistently reinforced throughout the sequence, resulting in a middling alignment rather than a strong one.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The object’s form, weight distribution, and ribbon behavior are broadly plausible, and the rotation appears coherent with basic physics. Nevertheless, there are minor inconsistencies in lighting interaction with the curved surface and in the perceived weight transfer during rotation, which prevent a higher level of realism. Overall, the scene remains believable and coherent, but not flawless in terms of physical fidelity.\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": 18575,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_15/index_4048_seed_18575_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.140625,
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+ "video_score2_overall": 9.6875,
+ "avg": 9.671875,
+ "reward_records": [
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+ "question": "An extreme close-up, captured with a slightly shaky, unsteady handheld camera, focuses on an ancient bronze military medal, suspended against a deep, blurry black background, tumbling on its axis in a slow, irregular rhythm. A sharp, focused overhead light streams down from above, sculpting every detail of the outstretched eagle and crossed olive branches embossed on its circular surface. The ravages of time and battle have left indelible marks on it: fine scratches, tiny dents, and edges worn smooth, even a faint smoky black tint at one corner. The red and yellow ribbon connecting it, severely faded and frayed at the edges, sways slightly with the medal's movement. As it slowly turns, light flows across the weathered metal, creating fleeting, dazzling highlights where its edges catch the light, sometimes revealing the relief on the obverse, sometimes revealing the smooth but equally scarred reverse. The entire picture creates a subtle tension between dynamic shaking and static gaze, creating an atmosphere that is solemn, contemplative and full of a strong sense of historical stories.",
+ "token_credit_reward": 9.6875,
+ "selected_reward": 9.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up, captured with a slightly shaky, unsteady handheld camera, focuses on an ancient bronze military medal, suspended against a deep, blurry black background, tumbling on its axis in a slow, irregular rhythm. A sharp, focused overhead light streams down from above, sculpting every detail of the outstretched eagle and crossed olive branches embossed on its circular surface. The ravages of time and battle have left indelible marks on it: fine scratches, tiny dents, and edges worn smooth, even a faint smoky black tint at one corner. The red and yellow ribbon connecting it, severely faded and frayed at the edges, sways slightly with the medal's movement. As it slowly turns, light flows across the weathered metal, creating fleeting, dazzling highlights where its edges catch the light, sometimes revealing the relief on the obverse, sometimes revealing the smooth but equally scarred reverse. The entire picture creates a subtle tension between dynamic shaking and static gaze, creating an atmosphere that is solemn, contemplative and full of a strong sense of historical stories\" \n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur, which can be interpreted as stylistic or a minor artifact. Lighting remains consistent across shots, producing believable highlights and depth. The background blur and depth cues support the intended focus on the medal, though a few frames exhibit slight edge softness that prevents a higher-fidelity impression. The sequence maintains coherent color and contrast, and there are no major distortions or abrupt changes. In sum, the visuals are acceptable and convey the scene effectively, but they do not reach high-end sharpness or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents an extreme close-up of a bronze military medal with a visible ribbon, set against a dark, blurred background, and the medal appears to rotate. The overhead lighting and the embossed eagle motif are clearly represented, and the general composition matches the described atmosphere. Some finer details—such as explicit cross-olive branches and the exact depiction of fine scratches or edge wear—are less pronounced, but the core elements and mood align well with the prompt. The motion and lighting dynamics contribute to a convincing sense of depth and authenticity, supporting a high level of textual-to-video correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the medal’s rotation, ribbon behavior, and lighting interactions feel believable. However, there are minor inconsistencies in micro-details such as the precise interaction of light with certain edges or the exact timing of the ribbon’s sway relative to the rotation, which prevent a perfect match to real-world expectations. Overall, the dynamics are coherent and credible, but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.203125,
+ "TA": 3.140625,
+ "MQ": 3.328125,
+ "Overall": 9.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up, captured with a slightly shaky, unsteady handheld camera, focuses on an ancient bronze military medal, suspended against a deep, blurry black background, tumbling on its axis in a slow, irregular rhythm. A sharp, focused overhead light streams down from above, sculpting every detail of the outstretched eagle and crossed olive branches embossed on its circular surface. The ravages of time and battle have left indelible marks on it: fine scratches, tiny dents, and edges worn smooth, even a faint smoky black tint at one corner. The red and yellow ribbon connecting it, severely faded and frayed at the edges, sways slightly with the medal's movement. As it slowly turns, light flows across the weathered metal, creating fleeting, dazzling highlights where its edges catch the light, sometimes revealing the relief on the obverse, sometimes revealing the smooth but equally scarred reverse. The entire picture creates a subtle tension between dynamic shaking and static gaze, creating an atmosphere that is solemn, contemplative and full of a strong sense of historical stories\" \n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur, which can be interpreted as stylistic or a minor artifact. Lighting remains consistent across shots, producing believable highlights and depth. The background blur and depth cues support the intended focus on the medal, though a few frames exhibit slight edge softness that prevents a higher-fidelity impression. The sequence maintains coherent color and contrast, and there are no major distortions or abrupt changes. In sum, the visuals are acceptable and convey the scene effectively, but they do not reach high-end sharpness or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents an extreme close-up of a bronze military medal with a visible ribbon, set against a dark, blurred background, and the medal appears to rotate. The overhead lighting and the embossed eagle motif are clearly represented, and the general composition matches the described atmosphere. Some finer details—such as explicit cross-olive branches and the exact depiction of fine scratches or edge wear—are less pronounced, but the core elements and mood align well with the prompt. The motion and lighting dynamics contribute to a convincing sense of depth and authenticity, supporting a high level of textual-to-video correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the medal’s rotation, ribbon behavior, and lighting interactions feel believable. However, there are minor inconsistencies in micro-details such as the precise interaction of light with certain edges or the exact timing of the ribbon’s sway relative to the rotation, which prevent a perfect match to real-world expectations. Overall, the dynamics are coherent and credible, but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, captured with a slightly shaky, unsteady handheld camera, focuses on an ancient bronze military medal, suspended against a deep, blurry black background, tumbling on its axis in a slow, irregular rhythm. A sharp, focused overhead light streams down from above, sculpting every detail of the outstretched eagle and crossed olive branches embossed on its circular surface. The ravages of time and battle have left indelible marks on it: fine scratches, tiny dents, and edges worn smooth, even a faint smoky black tint at one corner. The red and yellow ribbon connecting it, severely faded and frayed at the edges, sways slightly with the medal's movement. As it slowly turns, light flows across the weathered metal, creating fleeting, dazzling highlights where its edges catch the light, sometimes revealing the relief on the obverse, sometimes revealing the smooth but equally scarred reverse. The entire picture creates a subtle tension between dynamic shaking and static gaze, creating an atmosphere that is solemn, contemplative and full of a strong sense of historical stories.",
+ "seed": 18576,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_15/index_4048_seed_18576_dp_31_rank_62_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_ta": 3.421875,
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+ "video_score2_overall": 9.5,
+ "avg": 9.484375,
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+ "question": "An extreme close-up, captured with a slightly shaky, unsteady handheld camera, focuses on an ancient bronze military medal, suspended against a deep, blurry black background, tumbling on its axis in a slow, irregular rhythm. A sharp, focused overhead light streams down from above, sculpting every detail of the outstretched eagle and crossed olive branches embossed on its circular surface. The ravages of time and battle have left indelible marks on it: fine scratches, tiny dents, and edges worn smooth, even a faint smoky black tint at one corner. The red and yellow ribbon connecting it, severely faded and frayed at the edges, sways slightly with the medal's movement. As it slowly turns, light flows across the weathered metal, creating fleeting, dazzling highlights where its edges catch the light, sometimes revealing the relief on the obverse, sometimes revealing the smooth but equally scarred reverse. The entire picture creates a subtle tension between dynamic shaking and static gaze, creating an atmosphere that is solemn, contemplative and full of a strong sense of historical stories.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up, captured with a slightly shaky, unsteady handheld camera, focuses on an ancient bronze military medal, suspended against a deep, blurry black background, tumbling on its axis in a slow, irregular rhythm. A sharp, focused overhead light streams down from above, sculpting every detail of the outstretched eagle and crossed olive branches embossed on its circular surface. The ravages of time and battle have left indelible marks on it: fine scratches, tiny dents, and edges worn smooth, even a faint smoky black tint at one corner. The red and yellow ribbon connecting it, severely faded and frayed at the edges, sways slightly with the medal's movement. As it slowly turns, light flows across the weathered metal, creating fleeting, dazzling highlights where its edges catch the light, sometimes revealing the relief on the obverse, sometimes revealing the smooth but equally scarred reverse. The entire picture creates a subtle tension between dynamic shaking and static gaze, creating an atmosphere that is solemn, contemplative and full of a strong sense of historical stories\" \n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur, which can be interpreted as stylistic or a minor artifact. Lighting remains dramatic and consistent, producing convincing highlights and depth. The background blur and depth cues support the intended focus on the medal, though a few frames exhibit slight edge softness that prevents a higher-fidelity impression. The sequence maintains coherent color and contrast, and there are no major distortions or abrupt changes. In sum, the visuals convey the intended mood and subject, but do not reach high-end sharpness throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents an extreme close-up of a bronze military medal with a visible ribbon, set against a dark, blurred background, and shows the medal rotating with a slow, irregular rhythm. The lighting emphasizes the relief, and the scene captures the described elements—eagle motif, olive branches, weathering, and the smoky tint—at a level that aligns well with the prompt. The motion, lighting, and composition collectively reinforce the historical, contemplative atmosphere. Minor deviations exist in the exact timing of the rotation and in the precise visibility of all textual details, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The object’s form, weight distribution, and material response to light are believable, with plausible reflections and shading on the metallic surface. The ribbon behavior and the overall motion feel coherent with real-world physics, and there are no glaring inconsistencies in scale or interaction. Some very fine-grained micro-behaviors may be simplified, but they do not undermine the overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.765625,
+ "TA": 3.421875,
+ "MQ": 3.296875,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up, captured with a slightly shaky, unsteady handheld camera, focuses on an ancient bronze military medal, suspended against a deep, blurry black background, tumbling on its axis in a slow, irregular rhythm. A sharp, focused overhead light streams down from above, sculpting every detail of the outstretched eagle and crossed olive branches embossed on its circular surface. The ravages of time and battle have left indelible marks on it: fine scratches, tiny dents, and edges worn smooth, even a faint smoky black tint at one corner. The red and yellow ribbon connecting it, severely faded and frayed at the edges, sways slightly with the medal's movement. As it slowly turns, light flows across the weathered metal, creating fleeting, dazzling highlights where its edges catch the light, sometimes revealing the relief on the obverse, sometimes revealing the smooth but equally scarred reverse. The entire picture creates a subtle tension between dynamic shaking and static gaze, creating an atmosphere that is solemn, contemplative and full of a strong sense of historical stories\" \n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur, which can be interpreted as stylistic or a minor artifact. Lighting remains dramatic and consistent, producing convincing highlights and depth. The background blur and depth cues support the intended focus on the medal, though a few frames exhibit slight edge softness that prevents a higher-fidelity impression. The sequence maintains coherent color and contrast, and there are no major distortions or abrupt changes. In sum, the visuals convey the intended mood and subject, but do not reach high-end sharpness throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents an extreme close-up of a bronze military medal with a visible ribbon, set against a dark, blurred background, and shows the medal rotating with a slow, irregular rhythm. The lighting emphasizes the relief, and the scene captures the described elements—eagle motif, olive branches, weathering, and the smoky tint—at a level that aligns well with the prompt. The motion, lighting, and composition collectively reinforce the historical, contemplative atmosphere. Minor deviations exist in the exact timing of the rotation and in the precise visibility of all textual details, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The object’s form, weight distribution, and material response to light are believable, with plausible reflections and shading on the metallic surface. The ribbon behavior and the overall motion feel coherent with real-world physics, and there are no glaring inconsistencies in scale or interaction. Some very fine-grained micro-behaviors may be simplified, but they do not undermine the 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/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_2/index_tensor([5052, 5052])_group_2_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_2/index_tensor([5052, 5052])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..0880e3d7fe9dab98b7ad8ed868f55c84ac8bc2af
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_2/index_tensor([5052, 5052])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, medium shot, the camera held static to emphasize the sheer force of the action, captures a powerful metal warrior in a dimly lit, high-tech war room. His armor is crafted from dark, polished steel, engraved with a subtle, jagged, conflicting pattern. His left shoulder is a massive, multi-layered pauldron, its sharp, aggressive outline emblazoned with the menacing, stylized axe-head emblem of the Norsian heraldry. Before him, resting on a dark, obsidian-like console, is a large tactical map, not paper, but composed of a shimmering cyan holographic light, depicting the valley and fortifications in three-dimensional detail. With a grim, unyielding expression on his face, the warrior raises his right arm with a swift and decisive motion, culminating in a glowing demonic hand, brimming with bursts of crimson energy and jagged fragments of darkness. He then slams this hand into the center of the illuminated map with immense force. The impact sends a visible shockwave of red energy rippling across the holographic terrain, causing the projection to flicker violently. The infernal red glow of the hand and the cool, ethereal light of the map starkly illuminate the scene, casting long, dramatic shadows and creating an intense, authoritative atmosphere of imminent conquest.",
+ "seed": 17252,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_2/index_5052_seed_17252_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": 3.109375,
+ "video_score2_ta": 3.1875,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 9.4375,
+ "avg": 9.421875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium shot, the camera held static to emphasize the sheer force of the action, captures a powerful metal warrior in a dimly lit, high-tech war room. His armor is crafted from dark, polished steel, engraved with a subtle, jagged, conflicting pattern. His left shoulder is a massive, multi-layered pauldron, its sharp, aggressive outline emblazoned with the menacing, stylized axe-head emblem of the Norsian heraldry. Before him, resting on a dark, obsidian-like console, is a large tactical map, not paper, but composed of a shimmering cyan holographic light, depicting the valley and fortifications in three-dimensional detail. With a grim, unyielding expression on his face, the warrior raises his right arm with a swift and decisive motion, culminating in a glowing demonic hand, brimming with bursts of crimson energy and jagged fragments of darkness. He then slams this hand into the center of the illuminated map with immense force. The impact sends a visible shockwave of red energy rippling across the holographic terrain, causing the projection to flicker violently. The infernal red glow of the hand and the cool, ethereal light of the map starkly illuminate the scene, casting long, dramatic shadows and creating an intense, authoritative atmosphere of imminent conquest.",
+ "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 low-angle, medium-shot sequence featuring a powerful metal warrior in a dimly lit, high-tech war room. The armor is described as dark, polished steel with a subtle, jagged, conflicting pattern, and a massive multi-layered left shoulder Pauldron bearing a stylized axe-head emblem. A large holographic tactical map sits on a dark obsidian console, and the warrior raises his right arm to reveal a glowing demonic hand with crimson energy that slams into the map, generating a shockwave of red energy and dramatic lighting.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character and environment, with consistent lighting and well-rendered textures. However, there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent and watchable, 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 low-angle medium shot, a powerful armored warrior, a dim high-tech war room, and a holographic map. The distinctive features such as the left shoulder Pauldron and the glowing hand are present, and the dramatic lighting and energy effects align with the description. Some finer details may be less pronounced or slightly simplified, but the major components and mood match closely.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The character’s proportions and armor fit appear plausible, and the interaction with the holographic map reads as believable within the fantasy setting. Energy effects follow a consistent visual logic, and lighting interactions are generally coherent. There are no glaring physics violations, though some micro-physics cues could be refined for stronger believability.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 3.1875,
+ "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 low-angle, medium-shot sequence featuring a powerful metal warrior in a dimly lit, high-tech war room. The armor is described as dark, polished steel with a subtle, jagged, conflicting pattern, and a massive multi-layered left shoulder Pauldron bearing a stylized axe-head emblem. A large holographic tactical map sits on a dark obsidian console, and the warrior raises his right arm to reveal a glowing demonic hand with crimson energy that slams into the map, generating a shockwave of red energy and dramatic lighting.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character and environment, with consistent lighting and well-rendered textures. However, there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains coherent and watchable, 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 low-angle medium shot, a powerful armored warrior, a dim high-tech war room, and a holographic map. The distinctive features such as the left shoulder Pauldron and the glowing hand are present, and the dramatic lighting and energy effects align with the description. Some finer details may be less pronounced or slightly simplified, but the major components and mood match closely.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The character’s proportions and armor fit appear plausible, and the interaction with the holographic map reads as believable within the fantasy setting. Energy effects follow a consistent visual logic, and lighting interactions are generally coherent. There are no glaring physics violations, though some micro-physics cues could be refined for stronger believability.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, medium shot, the camera held static to emphasize the sheer force of the action, captures a powerful metal warrior in a dimly lit, high-tech war room. His armor is crafted from dark, polished steel, engraved with a subtle, jagged, conflicting pattern. His left shoulder is a massive, multi-layered pauldron, its sharp, aggressive outline emblazoned with the menacing, stylized axe-head emblem of the Norsian heraldry. Before him, resting on a dark, obsidian-like console, is a large tactical map, not paper, but composed of a shimmering cyan holographic light, depicting the valley and fortifications in three-dimensional detail. With a grim, unyielding expression on his face, the warrior raises his right arm with a swift and decisive motion, culminating in a glowing demonic hand, brimming with bursts of crimson energy and jagged fragments of darkness. He then slams this hand into the center of the illuminated map with immense force. The impact sends a visible shockwave of red energy rippling across the holographic terrain, causing the projection to flicker violently. The infernal red glow of the hand and the cool, ethereal light of the map starkly illuminate the scene, casting long, dramatic shadows and creating an intense, authoritative atmosphere of imminent conquest.",
+ "seed": 17253,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_2/index_5052_seed_17253_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": 3.4375,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 9.25,
+ "avg": 9.28125,
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium shot, the camera held static to emphasize the sheer force of the action, captures a powerful metal warrior in a dimly lit, high-tech war room. His armor is crafted from dark, polished steel, engraved with a subtle, jagged, conflicting pattern. His left shoulder is a massive, multi-layered pauldron, its sharp, aggressive outline emblazoned with the menacing, stylized axe-head emblem of the Norsian heraldry. Before him, resting on a dark, obsidian-like console, is a large tactical map, not paper, but composed of a shimmering cyan holographic light, depicting the valley and fortifications in three-dimensional detail. With a grim, unyielding expression on his face, the warrior raises his right arm with a swift and decisive motion, culminating in a glowing demonic hand, brimming with bursts of crimson energy and jagged fragments of darkness. He then slams this hand into the center of the illuminated map with immense force. The impact sends a visible shockwave of red energy rippling across the holographic terrain, causing the projection to flicker violently. The infernal red glow of the hand and the cool, ethereal light of the map starkly illuminate the scene, casting long, dramatic shadows and creating an intense, authoritative atmosphere of imminent conquest.",
+ "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 low-angle, medium-shot sequence featuring a powerful metal warrior in a dimly lit, high-tech war room. The armor is described as dark, polished steel with a subtle, jagged, conflicting pattern, and a massive multi-layered left shoulder Pauldron bearing a stylized axe-head emblem. A large holographic tactical map sits on a dark obsidian console, while the warrior raises his right arm to reveal a glowing demonic hand with crimson energy and jagged fragments. The hand is then driven into the map's center, generating a shockwave of red energy that flickers across the projection and intensifies the dramatic atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character, armor, and holographic elements, with consistent lighting and color balance. There are no major distortions or artifacts, and transitions between frames are smooth. However, some fine details and textures are not highly crisp, and a few frames exhibit mild softness or minor noise, which keeps the quality from reaching a higher level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle medium shot, a powerful armored warrior, a dim high-tech war-room ambiance, and the distinctive armor design. The holographic map and the dramatic hand gesture are present, contributing to the intended mood. Some finer details such as the exact emblem on the Pauldron and the precise geometry of the map projection are not perfectly matched, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and coherent interaction between the hand, the map, and the environment. Lighting and shadows support depth and realism, and the energy effects read as visually credible within the fantasy context. While the dynamics feel generally believable, there are occasional minor inconsistencies in scale or timing that prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.4375,
+ "MQ": 2.9375,
+ "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 low-angle, medium-shot sequence featuring a powerful metal warrior in a dimly lit, high-tech war room. The armor is described as dark, polished steel with a subtle, jagged, conflicting pattern, and a massive multi-layered left shoulder Pauldron bearing a stylized axe-head emblem. A large holographic tactical map sits on a dark obsidian console, while the warrior raises his right arm to reveal a glowing demonic hand with crimson energy and jagged fragments. The hand is then driven into the map's center, generating a shockwave of red energy that flickers across the projection and intensifies the dramatic atmosphere.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character, armor, and holographic elements, with consistent lighting and color balance. There are no major distortions or artifacts, and transitions between frames are smooth. However, some fine details and textures are not highly crisp, and a few frames exhibit mild softness or minor noise, which keeps the quality from reaching a higher level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle medium shot, a powerful armored warrior, a dim high-tech war-room ambiance, and the distinctive armor design. The holographic map and the dramatic hand gesture are present, contributing to the intended mood. Some finer details such as the exact emblem on the Pauldron and the precise geometry of the map projection are not perfectly matched, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and coherent interaction between the hand, the map, and the environment. Lighting and shadows support depth and realism, and the energy effects read as visually credible within the fantasy context. While the dynamics feel generally believable, there are occasional minor inconsistencies in scale or timing that prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 17254,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_2/index_5052_seed_17254_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_overall": 9.375,
+ "avg": 9.40625,
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+ "question": "low-angle, medium shot, the camera held static to emphasize the sheer force of the action, captures a powerful metal warrior in a dimly lit, high-tech war room. His armor is crafted from dark, polished steel, engraved with a subtle, jagged, conflicting pattern. His left shoulder is a massive, multi-layered pauldron, its sharp, aggressive outline emblazoned with the menacing, stylized axe-head emblem of the Norsian heraldry. Before him, resting on a dark, obsidian-like console, is a large tactical map, not paper, but composed of a shimmering cyan holographic light, depicting the valley and fortifications in three-dimensional detail. With a grim, unyielding expression on his face, the warrior raises his right arm with a swift and decisive motion, culminating in a glowing demonic hand, brimming with bursts of crimson energy and jagged fragments of darkness. He then slams this hand into the center of the illuminated map with immense force. The impact sends a visible shockwave of red energy rippling across the holographic terrain, causing the projection to flicker violently. The infernal red glow of the hand and the cool, ethereal light of the map starkly illuminate the scene, casting long, dramatic shadows and creating an intense, authoritative atmosphere of imminent conquest.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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-shot sequence featuring a powerful metal warrior in a dimly lit, high-tech war room. The armor is described as dark polished steel with a subtle jagged pattern, and a massive multi-layered left shoulder pauldron bearing a stylized axe-head emblem. A large tactical map sits on a dark obsidian console, rendered as a shimmering cyan holographic light showing valley and fortifications in 3D detail. The warrior is depicted with a grim, unyielding expression, raising his right arm in a swift, decisive motion culminating in a glowing demonic hand with crimson energy and jagged fragments. The hand is then driven into the center of the illuminated map, generating a visible shockwave of red energy that ripples across the holographic terrain, causing the projection to flicker. The scene is bathed in infernal red glow and ethereal blue light, casting long shadows and conveying an intense, authoritative atmosphere of imminent conquest.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally solid. The resolution is adequate, lighting is consistent, and the character and environment are clearly discernible. There are no major distortions or artifacts, and color grading supports the dramatic red/blue contrast. However, there are occasional minor softness and slight noise in some frames, which prevents a perfect top-tier score. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a high-tech war-room ambiance, a metallic armored figure, and a holographic map with dynamic lighting. However, several specific prompt details are not faithfully reproduced: the exact left shoulder pauldron design, the precise axe-head emblem, and the nuanced interaction between the hand and the map are not consistently realized. The alignment is moderate rather than exact, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics and coherent character-environment interactions. The armor, weapon handling, and holographic effects behave in a believable manner, with no obvious violations of common-sense expectations. Some minor inconsistencies exist (e.g., subtle timing or interaction nuances), but they do not undermine overall coherence. This yields a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 3.046875,
+ "MQ": 3.390625,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot sequence featuring a powerful metal warrior in a dimly lit, high-tech war room. The armor is described as dark polished steel with a subtle jagged pattern, and a massive multi-layered left shoulder pauldron bearing a stylized axe-head emblem. A large tactical map sits on a dark obsidian console, rendered as a shimmering cyan holographic light showing valley and fortifications in 3D detail. The warrior is depicted with a grim, unyielding expression, raising his right arm in a swift, decisive motion culminating in a glowing demonic hand with crimson energy and jagged fragments. The hand is then driven into the center of the illuminated map, generating a visible shockwave of red energy that ripples across the holographic terrain, causing the projection to flicker. The scene is bathed in infernal red glow and ethereal blue light, casting long shadows and conveying an intense, authoritative atmosphere of imminent conquest.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally solid. The resolution is adequate, lighting is consistent, and the character and environment are clearly discernible. There are no major distortions or artifacts, and color grading supports the dramatic red/blue contrast. However, there are occasional minor softness and slight noise in some frames, which prevents a perfect top-tier score. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a high-tech war-room ambiance, a metallic armored figure, and a holographic map with dynamic lighting. However, several specific prompt details are not faithfully reproduced: the exact left shoulder pauldron design, the precise axe-head emblem, and the nuanced interaction between the hand and the map are not consistently realized. The alignment is moderate rather than exact, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics and coherent character-environment interactions. The armor, weapon handling, and holographic effects behave in a believable manner, with no obvious violations of common-sense expectations. Some minor inconsistencies exist (e.g., subtle timing or interaction nuances), but they do not undermine overall coherence. This yields a score of 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, medium shot, the camera held static to emphasize the sheer force of the action, captures a powerful metal warrior in a dimly lit, high-tech war room. His armor is crafted from dark, polished steel, engraved with a subtle, jagged, conflicting pattern. His left shoulder is a massive, multi-layered pauldron, its sharp, aggressive outline emblazoned with the menacing, stylized axe-head emblem of the Norsian heraldry. Before him, resting on a dark, obsidian-like console, is a large tactical map, not paper, but composed of a shimmering cyan holographic light, depicting the valley and fortifications in three-dimensional detail. With a grim, unyielding expression on his face, the warrior raises his right arm with a swift and decisive motion, culminating in a glowing demonic hand, brimming with bursts of crimson energy and jagged fragments of darkness. He then slams this hand into the center of the illuminated map with immense force. The impact sends a visible shockwave of red energy rippling across the holographic terrain, causing the projection to flicker violently. The infernal red glow of the hand and the cool, ethereal light of the map starkly illuminate the scene, casting long, dramatic shadows and creating an intense, authoritative atmosphere of imminent conquest.",
+ "seed": 17255,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_2/index_5052_seed_17255_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": 2.859375,
+ "video_score2_ta": 3.109375,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.0,
+ "avg": 8.984375,
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium shot, the camera held static to emphasize the sheer force of the action, captures a powerful metal warrior in a dimly lit, high-tech war room. His armor is crafted from dark, polished steel, engraved with a subtle, jagged, conflicting pattern. His left shoulder is a massive, multi-layered pauldron, its sharp, aggressive outline emblazoned with the menacing, stylized axe-head emblem of the Norsian heraldry. Before him, resting on a dark, obsidian-like console, is a large tactical map, not paper, but composed of a shimmering cyan holographic light, depicting the valley and fortifications in three-dimensional detail. With a grim, unyielding expression on his face, the warrior raises his right arm with a swift and decisive motion, culminating in a glowing demonic hand, brimming with bursts of crimson energy and jagged fragments of darkness. He then slams this hand into the center of the illuminated map with immense force. The impact sends a visible shockwave of red energy rippling across the holographic terrain, causing the projection to flicker violently. The infernal red glow of the hand and the cool, ethereal light of the map starkly illuminate the scene, casting long, dramatic shadows and creating an intense, authoritative atmosphere of imminent conquest.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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-shot sequence featuring a powerful metal warrior in a dimly lit, high-tech war room. The armor is described as dark, polished steel with a subtle, jagged, conflicting pattern, and a massive multi-layered left shoulder pad with a stylized axe-head emblem. A large holographic tactical map sits on a dark console, and the warrior raises his right arm to reveal a glowing demonic hand with crimson energy that slams into the map, generating a shockwave of red energy and dramatic lighting.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character and environment, with consistent lighting and color balance. There are no major distortions or artifacts, and transitions between frames are smooth. However, some fine details and textures are not highly crisp, keeping the quality at a middle level rather than high-end.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a low-angle, medium-shot framing; a powerful armored warrior; a dim, high-tech war-room ambiance; a dark, detailed armor design; a large holographic map on a dark console; and the raised arm with a glowing hand interacting with the map. The dramatic red energy effects and the general composition align well with the description. Some finer details such as the exact emblem on the shoulder pad and the precise geometry of the map projection are not perfectly matched, 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 spatial relationships, lighting, and interaction dynamics, with the energy effects integrated in a believable manner. There are no glaring physics violations, though the intensity and timing of the energy interactions could be refined to enhance 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": 2.859375,
+ "TA": 3.109375,
+ "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 to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-shot sequence featuring a powerful metal warrior in a dimly lit, high-tech war room. The armor is described as dark, polished steel with a subtle, jagged, conflicting pattern, and a massive multi-layered left shoulder pad with a stylized axe-head emblem. A large holographic tactical map sits on a dark console, and the warrior raises his right arm to reveal a glowing demonic hand with crimson energy that slams into the map, generating a shockwave of red energy and dramatic lighting.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character and environment, with consistent lighting and color balance. There are no major distortions or artifacts, and transitions between frames are smooth. However, some fine details and textures are not highly crisp, keeping the quality at a middle level rather than high-end.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a low-angle, medium-shot framing; a powerful armored warrior; a dim, high-tech war-room ambiance; a dark, detailed armor design; a large holographic map on a dark console; and the raised arm with a glowing hand interacting with the map. The dramatic red energy effects and the general composition align well with the description. Some finer details such as the exact emblem on the shoulder pad and the precise geometry of the map projection are not perfectly matched, 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 spatial relationships, lighting, and interaction dynamics, with the energy effects integrated in a believable manner. There are no glaring physics violations, though the intensity and timing of the energy interactions could be refined to enhance believability 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/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_3/index_tensor([1140, 1140])_group_3_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_3/index_tensor([1140, 1140])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..39a5ef6cc9cdb80c92411ff8eee3fcd1e5745216
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_3/index_tensor([1140, 1140])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "steady, slightly high-angled, third-person video game perspective camera, perched over the right shoulder of a mighty knight, captures him meticulously preparing for battle in a sun-drenched medieval courtyard. The knight, clad in meticulously crafted, polished, full-plate steel armor, gleams in the blazing sun. He wears no helmet, revealing short, sweat-soaked brown hair and a ruggedly handsome face, his expression focused. He methodically performs a series of stretch animations; first, he thrusts deeply, his gloved left hand resting on his knee, the armor plates on his leg shifting as the soft metal scrapes against them. The courtyard itself is paved with weathered, uneven stone slabs and surrounded by the castle's tall, rough granite walls. In the background, a wooden training dummy and a weapons rack stand near a shadowy stone archway. Bright sunlight streams through the clear air, illuminating the dancing dust and casting long shadows. With fluid, game-like precision, the knight transitions from a lunge to a slow, deliberate torso twist, his entire upper body rotating to test his mobility within the breastplate, before he concludes by rolling his massive cuirass in a smooth, repetitive motion. The entire scene is immersed in a warm golden palette, contrasting with the cool grays of stone and steel, creating an atmosphere of quiet focus on the upcoming battle.",
+ "seed": 31728,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_3/index_1140_seed_31728_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": 2.296875,
+ "video_score2_ta": 3.140625,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 8.375,
+ "avg": 8.390625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "steady, slightly high-angled, third-person video game perspective camera, perched over the right shoulder of a mighty knight, captures him meticulously preparing for battle in a sun-drenched medieval courtyard. The knight, clad in meticulously crafted, polished, full-plate steel armor, gleams in the blazing sun. He wears no helmet, revealing short, sweat-soaked brown hair and a ruggedly handsome face, his expression focused. He methodically performs a series of stretch animations; first, he thrusts deeply, his gloved left hand resting on his knee, the armor plates on his leg shifting as the soft metal scrapes against them. The courtyard itself is paved with weathered, uneven stone slabs and surrounded by the castle's tall, rough granite walls. In the background, a wooden training dummy and a weapons rack stand near a shadowy stone archway. Bright sunlight streams through the clear air, illuminating the dancing dust and casting long shadows. With fluid, game-like precision, the knight transitions from a lunge to a slow, deliberate torso twist, his entire upper body rotating to test his mobility within the breastplate, before he concludes by rolling his massive cuirass in a smooth, repetitive motion. The entire scene is immersed in a warm golden palette, contrasting with the cool grays of stone and steel, creating an atmosphere of quiet focus on the upcoming battle.",
+ "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 steady, slightly high-angled, third-person video game perspective camera that should be positioned over the right shoulder of a mighty knight. It should capture the knight meticulously preparing for battle in a sun-drenched medieval courtyard. The knight should be wearing full-plate steel armor that gleams in the blazing sun, with no helmet, short brown hair visible, and a ruggedly handsome face showing a focused expression. The sequence should show the knight performing a series of stretch animations, including a deep thrust with the left hand resting on the knee, followed by a slow, deliberate torso twist, and then rolling the massive cuirass in a smooth, repetitive motion. The scene should have a warm golden palette contrasting with cool gray stone and steel, conveying a mood of quiet focus on the upcoming battle.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. Frame-to-frame stability is imperfect, with occasional minor distortions in the knight’s proportions and armor during movement. Lighting remains warm and consistent, yet some frames exhibit slight shading inconsistencies that affect perceived realism. The medieval courtyard setting reads clearly, and architectural details are recognizable, though fine-grain textures can appear softened at times. In sum, the video presents a coherent scene with acceptable visual fidelity, but not without perceptible quality limitations.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video largely adheres to the described elements: a third-person view from behind/over the shoulder, sun-drenched lighting, full-plate armor, and a medieval courtyard environment with stone walls and archways. The knight’s appearance—hair visible, rugged features, and a focused demeanor—fits the description, and the sequence includes preparatory movements such as a deep arm extension and a torso rotation. The warm palette and atmospheric mood align with the prompt. Some minor deviations exist in exact camera angle and timing of certain motions, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The knight’s proportions and armor fit are generally plausible, and the environment maintains structural coherence. However, there are occasional small inconsistencies in limb articulation and armor interaction during dynamic poses, which slightly reduce believability. These issues are not pervasive, but they 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": 2.296875,
+ "TA": 3.140625,
+ "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 a steady, slightly high-angled, third-person video game perspective camera that should be positioned over the right shoulder of a mighty knight. It should capture the knight meticulously preparing for battle in a sun-drenched medieval courtyard. The knight should be wearing full-plate steel armor that gleams in the blazing sun, with no helmet, short brown hair visible, and a ruggedly handsome face showing a focused expression. The sequence should show the knight performing a series of stretch animations, including a deep thrust with the left hand resting on the knee, followed by a slow, deliberate torso twist, and then rolling the massive cuirass in a smooth, repetitive motion. The scene should have a warm golden palette contrasting with cool gray stone and steel, conveying a mood of quiet focus on the upcoming battle.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. Frame-to-frame stability is imperfect, with occasional minor distortions in the knight’s proportions and armor during movement. Lighting remains warm and consistent, yet some frames exhibit slight shading inconsistencies that affect perceived realism. The medieval courtyard setting reads clearly, and architectural details are recognizable, though fine-grain textures can appear softened at times. In sum, the video presents a coherent scene with acceptable visual fidelity, but not without perceptible quality limitations.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video largely adheres to the described elements: a third-person view from behind/over the shoulder, sun-drenched lighting, full-plate armor, and a medieval courtyard environment with stone walls and archways. The knight’s appearance—hair visible, rugged features, and a focused demeanor—fits the description, and the sequence includes preparatory movements such as a deep arm extension and a torso rotation. The warm palette and atmospheric mood align with the prompt. Some minor deviations exist in exact camera angle and timing of certain motions, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The knight’s proportions and armor fit are generally plausible, and the environment maintains structural coherence. However, there are occasional small inconsistencies in limb articulation and armor interaction during dynamic poses, which slightly reduce believability. These issues are not pervasive, but they 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"
+ ]
+ },
+ {
+ "prompt": "steady, slightly high-angled, third-person video game perspective camera, perched over the right shoulder of a mighty knight, captures him meticulously preparing for battle in a sun-drenched medieval courtyard. The knight, clad in meticulously crafted, polished, full-plate steel armor, gleams in the blazing sun. He wears no helmet, revealing short, sweat-soaked brown hair and a ruggedly handsome face, his expression focused. He methodically performs a series of stretch animations; first, he thrusts deeply, his gloved left hand resting on his knee, the armor plates on his leg shifting as the soft metal scrapes against them. The courtyard itself is paved with weathered, uneven stone slabs and surrounded by the castle's tall, rough granite walls. In the background, a wooden training dummy and a weapons rack stand near a shadowy stone archway. Bright sunlight streams through the clear air, illuminating the dancing dust and casting long shadows. With fluid, game-like precision, the knight transitions from a lunge to a slow, deliberate torso twist, his entire upper body rotating to test his mobility within the breastplate, before he concludes by rolling his massive cuirass in a smooth, repetitive motion. The entire scene is immersed in a warm golden palette, contrasting with the cool grays of stone and steel, creating an atmosphere of quiet focus on the upcoming battle.",
+ "seed": 31729,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_3/index_1140_seed_31729_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_overall": 9.0625,
+ "avg": 9.0625,
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+ "question": "steady, slightly high-angled, third-person video game perspective camera, perched over the right shoulder of a mighty knight, captures him meticulously preparing for battle in a sun-drenched medieval courtyard. The knight, clad in meticulously crafted, polished, full-plate steel armor, gleams in the blazing sun. He wears no helmet, revealing short, sweat-soaked brown hair and a ruggedly handsome face, his expression focused. He methodically performs a series of stretch animations; first, he thrusts deeply, his gloved left hand resting on his knee, the armor plates on his leg shifting as the soft metal scrapes against them. The courtyard itself is paved with weathered, uneven stone slabs and surrounded by the castle's tall, rough granite walls. In the background, a wooden training dummy and a weapons rack stand near a shadowy stone archway. Bright sunlight streams through the clear air, illuminating the dancing dust and casting long shadows. With fluid, game-like precision, the knight transitions from a lunge to a slow, deliberate torso twist, his entire upper body rotating to test his mobility within the breastplate, before he concludes by rolling his massive cuirass in a smooth, repetitive motion. The entire scene is immersed in a warm golden palette, contrasting with the cool grays of stone and steel, creating an atmosphere of quiet focus on the upcoming battle.",
+ "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 steady, slightly high-angled, third-person video game perspective camera positioned over the right shoulder of a mighty knight. It envisions meticulous preparation for battle in a sun-drenched medieval courtyard, with the knight wearing full-plate armor that gleams in bright sunlight, no helmet, short brown hair, and a ruggedly handsome face. The sequence should show the knight performing stretch animations, including a deep thrust with the left hand on the knee, followed by a slow, deliberate torso twist and rolling the massive cuirass, all set in a warm golden palette against cool stone and steel.\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 motion blur during action, occasional compression artifacts, and slight color desaturation or banding under strong lighting. The armor textures and environmental details are present but not consistently crisp across the sequence. Lighting remains warm and directional, yet some frames show minor inconsistencies in shading, which slightly reduces perceived realism. In sum, the video communicates the intended medieval setting and character design, but the visual polish is not uniformly high throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video adopts a steady, slightly elevated third-person perspective and centers on a heavily armored knight in a sunlit courtyard, with the right shoulder framing the action. The armor appears detailed and the environment reads as medieval. However, certain dynamic actions described in the prompt are not fully realized in the footage: the specific left-hand-on-knee posture and the precise sequence of a deep thrust followed by a slow, deliberate torso twist are not clearly demonstrated, and the rolling of the massive cuirass is not evident. Despite these gaps, the core elements—camera angle, mood, and setting—are well captured, yielding a high level of alignment overall.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible medieval physics and anatomy, with believable weight distribution and armor interaction. There are minor inconsistencies in how the armor moves during certain motions and in the timing of transitions between poses, which prevents a perfect match to real-world expectations. These small deviations do not break immersion but indicate room for improvement in fine-grained 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": 3.0,
+ "TA": 2.96875,
+ "MQ": 3.09375,
+ "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 steady, slightly high-angled, third-person video game perspective camera positioned over the right shoulder of a mighty knight. It envisions meticulous preparation for battle in a sun-drenched medieval courtyard, with the knight wearing full-plate armor that gleams in bright sunlight, no helmet, short brown hair, and a ruggedly handsome face. The sequence should show the knight performing stretch animations, including a deep thrust with the left hand on the knee, followed by a slow, deliberate torso twist and rolling the massive cuirass, all set in a warm golden palette against cool stone and steel.\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 motion blur during action, occasional compression artifacts, and slight color desaturation or banding under strong lighting. The armor textures and environmental details are present but not consistently crisp across the sequence. Lighting remains warm and directional, yet some frames show minor inconsistencies in shading, which slightly reduces perceived realism. In sum, the video communicates the intended medieval setting and character design, but the visual polish is not uniformly high throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video adopts a steady, slightly elevated third-person perspective and centers on a heavily armored knight in a sunlit courtyard, with the right shoulder framing the action. The armor appears detailed and the environment reads as medieval. However, certain dynamic actions described in the prompt are not fully realized in the footage: the specific left-hand-on-knee posture and the precise sequence of a deep thrust followed by a slow, deliberate torso twist are not clearly demonstrated, and the rolling of the massive cuirass is not evident. Despite these gaps, the core elements—camera angle, mood, and setting—are well captured, yielding a high level of alignment overall.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible medieval physics and anatomy, with believable weight distribution and armor interaction. There are minor inconsistencies in how the armor moves during certain motions and in the timing of transitions between poses, which prevents a perfect match to real-world expectations. These small deviations do not break immersion but indicate room for improvement in fine-grained physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "steady, slightly high-angled, third-person video game perspective camera, perched over the right shoulder of a mighty knight, captures him meticulously preparing for battle in a sun-drenched medieval courtyard. The knight, clad in meticulously crafted, polished, full-plate steel armor, gleams in the blazing sun. He wears no helmet, revealing short, sweat-soaked brown hair and a ruggedly handsome face, his expression focused. He methodically performs a series of stretch animations; first, he thrusts deeply, his gloved left hand resting on his knee, the armor plates on his leg shifting as the soft metal scrapes against them. The courtyard itself is paved with weathered, uneven stone slabs and surrounded by the castle's tall, rough granite walls. In the background, a wooden training dummy and a weapons rack stand near a shadowy stone archway. Bright sunlight streams through the clear air, illuminating the dancing dust and casting long shadows. With fluid, game-like precision, the knight transitions from a lunge to a slow, deliberate torso twist, his entire upper body rotating to test his mobility within the breastplate, before he concludes by rolling his massive cuirass in a smooth, repetitive motion. The entire scene is immersed in a warm golden palette, contrasting with the cool grays of stone and steel, creating an atmosphere of quiet focus on the upcoming battle.",
+ "seed": 31730,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_3/index_1140_seed_31730_dp_7_rank_14_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.484375,
+ "video_score2_ta": 3.03125,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.5,
+ "avg": 8.53125,
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+ "question": "steady, slightly high-angled, third-person video game perspective camera, perched over the right shoulder of a mighty knight, captures him meticulously preparing for battle in a sun-drenched medieval courtyard. The knight, clad in meticulously crafted, polished, full-plate steel armor, gleams in the blazing sun. He wears no helmet, revealing short, sweat-soaked brown hair and a ruggedly handsome face, his expression focused. He methodically performs a series of stretch animations; first, he thrusts deeply, his gloved left hand resting on his knee, the armor plates on his leg shifting as the soft metal scrapes against them. The courtyard itself is paved with weathered, uneven stone slabs and surrounded by the castle's tall, rough granite walls. In the background, a wooden training dummy and a weapons rack stand near a shadowy stone archway. Bright sunlight streams through the clear air, illuminating the dancing dust and casting long shadows. With fluid, game-like precision, the knight transitions from a lunge to a slow, deliberate torso twist, his entire upper body rotating to test his mobility within the breastplate, before he concludes by rolling his massive cuirass in a smooth, repetitive motion. The entire scene is immersed in a warm golden palette, contrasting with the cool grays of stone and steel, creating an atmosphere of quiet focus on the upcoming battle.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a steady, slightly high-angled, third-person video game perspective camera, perched over the right shoulder of a mighty knight, capturing meticulous preparation for battle in a sun-drenched medieval courtyard. The knight wears full-plate steel armor that gleams in bright sunlight, with no helmet and short brown hair visible. He performs a sequence of stretch animations, including a deep thrust with the left hand on the knee, followed by a slow, deliberate torso twist and rolling the massive cuirass. The setting features a weathered stone courtyard, castle walls, a wooden training dummy, and a weapons rack under warm lighting.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent warm lighting, but there are noticeable issues that prevent a higher rating. Motion blur appears during rapid movements, and some frames exhibit slight distortions or warping of the knight’s form. While the environment textures and lighting remain coherent, these artifacts reduce sharpness and realism, keeping the overall quality at a mid level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video largely follows the described setup: a high-angle third-person view over the knight’s shoulder, sunlit medieval courtyard, and the presence of the wooden training dummy and weapons rack. The knight’s armor and the general mood align with the prompt. However, certain dynamic actions—such as the exact sequence of the stretch animation and the precise timing of the torso twist—are not perfectly captured, resulting in minor deviations. Despite these nuances, the core elements and atmosphere match well, supporting a high alignment score.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and environmental interactions, with armor fitting and lighting behaving realistically. Some motion artifacts and occasional distortions introduce small inconsistencies in movement and proportions, preventing a higher score. Overall, the scene remains believable and coherent, though 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": 2.484375,
+ "TA": 3.03125,
+ "MQ": 3.015625,
+ "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 steady, slightly high-angled, third-person video game perspective camera, perched over the right shoulder of a mighty knight, capturing meticulous preparation for battle in a sun-drenched medieval courtyard. The knight wears full-plate steel armor that gleams in bright sunlight, with no helmet and short brown hair visible. He performs a sequence of stretch animations, including a deep thrust with the left hand on the knee, followed by a slow, deliberate torso twist and rolling the massive cuirass. The setting features a weathered stone courtyard, castle walls, a wooden training dummy, and a weapons rack under warm lighting.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent warm lighting, but there are noticeable issues that prevent a higher rating. Motion blur appears during rapid movements, and some frames exhibit slight distortions or warping of the knight’s form. While the environment textures and lighting remain coherent, these artifacts reduce sharpness and realism, keeping the overall quality at a mid level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video largely follows the described setup: a high-angle third-person view over the knight’s shoulder, sunlit medieval courtyard, and the presence of the wooden training dummy and weapons rack. The knight’s armor and the general mood align with the prompt. However, certain dynamic actions—such as the exact sequence of the stretch animation and the precise timing of the torso twist—are not perfectly captured, resulting in minor deviations. Despite these nuances, the core elements and atmosphere match well, supporting a high alignment score.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and environmental interactions, with armor fitting and lighting behaving realistically. Some motion artifacts and occasional distortions introduce small inconsistencies in movement and proportions, preventing a higher score. Overall, the scene remains believable and coherent, though 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": "steady, slightly high-angled, third-person video game perspective camera, perched over the right shoulder of a mighty knight, captures him meticulously preparing for battle in a sun-drenched medieval courtyard. The knight, clad in meticulously crafted, polished, full-plate steel armor, gleams in the blazing sun. He wears no helmet, revealing short, sweat-soaked brown hair and a ruggedly handsome face, his expression focused. He methodically performs a series of stretch animations; first, he thrusts deeply, his gloved left hand resting on his knee, the armor plates on his leg shifting as the soft metal scrapes against them. The courtyard itself is paved with weathered, uneven stone slabs and surrounded by the castle's tall, rough granite walls. In the background, a wooden training dummy and a weapons rack stand near a shadowy stone archway. Bright sunlight streams through the clear air, illuminating the dancing dust and casting long shadows. With fluid, game-like precision, the knight transitions from a lunge to a slow, deliberate torso twist, his entire upper body rotating to test his mobility within the breastplate, before he concludes by rolling his massive cuirass in a smooth, repetitive motion. The entire scene is immersed in a warm golden palette, contrasting with the cool grays of stone and steel, creating an atmosphere of quiet focus on the upcoming battle.",
+ "seed": 31731,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_3/index_1140_seed_31731_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.921875,
+ "video_score2_ta": 3.109375,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.0625,
+ "avg": 9.0625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "steady, slightly high-angled, third-person video game perspective camera, perched over the right shoulder of a mighty knight, captures him meticulously preparing for battle in a sun-drenched medieval courtyard. The knight, clad in meticulously crafted, polished, full-plate steel armor, gleams in the blazing sun. He wears no helmet, revealing short, sweat-soaked brown hair and a ruggedly handsome face, his expression focused. He methodically performs a series of stretch animations; first, he thrusts deeply, his gloved left hand resting on his knee, the armor plates on his leg shifting as the soft metal scrapes against them. The courtyard itself is paved with weathered, uneven stone slabs and surrounded by the castle's tall, rough granite walls. In the background, a wooden training dummy and a weapons rack stand near a shadowy stone archway. Bright sunlight streams through the clear air, illuminating the dancing dust and casting long shadows. With fluid, game-like precision, the knight transitions from a lunge to a slow, deliberate torso twist, his entire upper body rotating to test his mobility within the breastplate, before he concludes by rolling his massive cuirass in a smooth, repetitive motion. The entire scene is immersed in a warm golden palette, contrasting with the cool grays of stone and steel, creating an atmosphere of quiet focus on the upcoming battle.",
+ "token_credit_reward": 9.0625,
+ "selected_reward": 9.0625,
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+ "credit_map_shape": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a steady, slightly high-angled, third-person video game perspective camera, perched over the right shoulder of a mighty knight, capturing meticulous preparation for battle in a sun-drenched medieval courtyard. The knight wears full-plate steel armor that gleams in bright sunlight, with no helmet and short brown hair visible. He performs a sequence of stretch animations, including a deep thrust with the left hand on the knee and a slow, deliberate torso twist, culminating in rolling the massive cuirass. The setting features a sunlit courtyard with stone slabs, castle walls, a wooden training dummy, and a weapons rack near a shadowy archway, all bathed in warm light.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the knight, armor, and environment, with warm lighting and good contrast between stone and metal. However, there are occasional minor artifacts and slight inconsistencies in motion continuity across frames, which prevent a higher rating. The scene remains coherent and visually acceptable, but not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video largely follows the described setup: a high-angle third-person view over the right shoulder, sun-drenched courtyard, full-plate armor, and the specified preparatory actions. Some fine-grained details—such as exact hand positioning during the knee-rest moment or the precise timing of the torso twist—are not perfectly captured, but the core elements and sequence align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements and interactions feel plausible for a armored figure, with believable weight transfer and contact dynamics. There are minor deviations in timing and micro-motions that prevent a perfect match to real-world physics, though nothing breaks the overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.921875,
+ "TA": 3.109375,
+ "MQ": 3.03125,
+ "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 steady, slightly high-angled, third-person video game perspective camera, perched over the right shoulder of a mighty knight, capturing meticulous preparation for battle in a sun-drenched medieval courtyard. The knight wears full-plate steel armor that gleams in bright sunlight, with no helmet and short brown hair visible. He performs a sequence of stretch animations, including a deep thrust with the left hand on the knee and a slow, deliberate torso twist, culminating in rolling the massive cuirass. The setting features a sunlit courtyard with stone slabs, castle walls, a wooden training dummy, and a weapons rack near a shadowy archway, all bathed in warm light.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the knight, armor, and environment, with warm lighting and good contrast between stone and metal. However, there are occasional minor artifacts and slight inconsistencies in motion continuity across frames, which prevent a higher rating. The scene remains coherent and visually acceptable, but not exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video largely follows the described setup: a high-angle third-person view over the right shoulder, sun-drenched courtyard, full-plate armor, and the specified preparatory actions. Some fine-grained details—such as exact hand positioning during the knee-rest moment or the precise timing of the torso twist—are not perfectly captured, but the core elements and sequence align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements and interactions feel plausible for a armored figure, with believable weight transfer and contact dynamics. There are minor deviations in timing and micro-motions that prevent a perfect match to real-world physics, though nothing breaks the overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_4/index_tensor([5258, 5258])_group_4_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_4/index_tensor([5258, 5258])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa55a73012ce263994c04f954dc9700f0323fbe6
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_4/index_tensor([5258, 5258])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium shot, shot from a low angle, tilts upwards slowly. Amidst a dramatic interplay of light and shadow, a headless giant stands tall, his bronze body seemingly carved from granite, his muscles defined and brimming with raw, explosive power. A sharp beam of light slants down from the upper side of the frame, precisely outlining every bulge of muscle and knotted vein, casting a deep, inky shadow. In the center of his chest, a single, enormous, deep eye, replacing his heart, gleams with an amber glow of wisdom and rage, gazing into the void. And in his ravine-covered abdomen, where his navel should be, a bottomless mouth opens and closes steadily and powerfully to a silent rhythm, each movement engaging the muscles of his entire abdomen, as if delivering a majestic speech that shakes the heavens and earth, inaudible to mortal ears. The sharp focus completely separates his powerful body from the completely blurred chaotic wasteland in the background composed of rugged rocks and rolling dark clouds, creating a mythical grandeur and awe-inspiring sense of oppression.",
+ "seed": 16678,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_4/index_5258_seed_16678_dp_8_rank_16_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.0625,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 9.25,
+ "avg": 9.234375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a low angle, tilts upwards slowly. Amidst a dramatic interplay of light and shadow, a headless giant stands tall, his bronze body seemingly carved from granite, his muscles defined and brimming with raw, explosive power. A sharp beam of light slants down from the upper side of the frame, precisely outlining every bulge of muscle and knotted vein, casting a deep, inky shadow. In the center of his chest, a single, enormous, deep eye, replacing his heart, gleams with an amber glow of wisdom and rage, gazing into the void. And in his ravine-covered abdomen, where his navel should be, a bottomless mouth opens and closes steadily and powerfully to a silent rhythm, each movement engaging the muscles of his entire abdomen, as if delivering a majestic speech that shakes the heavens and earth, inaudible to mortal ears. The sharp focus completely separates his powerful body from the completely blurred chaotic wasteland in the background composed of rugged rocks and rolling dark clouds, creating a mythical grandeur and awe-inspiring sense of oppression.",
+ "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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a low angle with a tilt upward, featuring a headless giant with a bronze, granite-like body, highly muscular form, a central chest eye, a bottomless mouth, dramatic lighting, and a mythic, oppressive atmosphere. The description remains the same; the video largely follows the intended framing and mood but does not fully realize all described elements.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the creature's features, with consistent lighting and a moody background. However, there are occasional minor artifacts and slight softness in some areas, preventing a higher-fidelity impression. The sequence maintains coherence across frames, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key aspects such as the low-angle framing, dramatic lighting, and a muscular, bronze-skinned figure with a central eye feature. However, critical elements from the prompt—specifically the headless condition and the bottomless mouth—are not realized, resulting in partial alignment rather than full fidelity.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The anatomy and musculature appear plausible within a fantasy context, and the environmental lighting remains coherent. Yet the absence of a head and the unusual eye placement introduce conceptual inconsistencies that prevent stronger realism or common-sense alignment.\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": 3.0625,
+ "MQ": 2.96875,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a low angle with a tilt upward, featuring a headless giant with a bronze, granite-like body, highly muscular form, a central chest eye, a bottomless mouth, dramatic lighting, and a mythic, oppressive atmosphere. The description remains the same; the video largely follows the intended framing and mood but does not fully realize all described elements.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the creature's features, with consistent lighting and a moody background. However, there are occasional minor artifacts and slight softness in some areas, preventing a higher-fidelity impression. The sequence maintains coherence across frames, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key aspects such as the low-angle framing, dramatic lighting, and a muscular, bronze-skinned figure with a central eye feature. However, critical elements from the prompt—specifically the headless condition and the bottomless mouth—are not realized, resulting in partial alignment rather than full fidelity.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The anatomy and musculature appear plausible within a fantasy context, and the environmental lighting remains coherent. Yet the absence of a head and the unusual eye placement introduce conceptual inconsistencies that prevent stronger realism or common-sense alignment.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, shot from a low angle, tilts upwards slowly. Amidst a dramatic interplay of light and shadow, a headless giant stands tall, his bronze body seemingly carved from granite, his muscles defined and brimming with raw, explosive power. A sharp beam of light slants down from the upper side of the frame, precisely outlining every bulge of muscle and knotted vein, casting a deep, inky shadow. In the center of his chest, a single, enormous, deep eye, replacing his heart, gleams with an amber glow of wisdom and rage, gazing into the void. And in his ravine-covered abdomen, where his navel should be, a bottomless mouth opens and closes steadily and powerfully to a silent rhythm, each movement engaging the muscles of his entire abdomen, as if delivering a majestic speech that shakes the heavens and earth, inaudible to mortal ears. The sharp focus completely separates his powerful body from the completely blurred chaotic wasteland in the background composed of rugged rocks and rolling dark clouds, creating a mythical grandeur and awe-inspiring sense of oppression.",
+ "seed": 16679,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_4/index_5258_seed_16679_dp_8_rank_16_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.25,
+ "video_score2_ta": 2.984375,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 9.375,
+ "avg": 9.375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a low angle, tilts upwards slowly. Amidst a dramatic interplay of light and shadow, a headless giant stands tall, his bronze body seemingly carved from granite, his muscles defined and brimming with raw, explosive power. A sharp beam of light slants down from the upper side of the frame, precisely outlining every bulge of muscle and knotted vein, casting a deep, inky shadow. In the center of his chest, a single, enormous, deep eye, replacing his heart, gleams with an amber glow of wisdom and rage, gazing into the void. And in his ravine-covered abdomen, where his navel should be, a bottomless mouth opens and closes steadily and powerfully to a silent rhythm, each movement engaging the muscles of his entire abdomen, as if delivering a majestic speech that shakes the heavens and earth, inaudible to mortal ears. The sharp focus completely separates his powerful body from the completely blurred chaotic wasteland in the background composed of rugged rocks and rolling dark clouds, creating a mythical grandeur and awe-inspiring sense of oppression.",
+ "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 medium shot from a low angle with a tilt upward, featuring a headless giant with a bronze, granite-like body, highly muscular form, and a central eye on the chest that glows amber. The scene is set against a dramatic sky with light beams and a barren wasteland, emphasizing mythic grandeur and a sense of oppressive power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character, but there are occasional minor artifacts and slight inconsistencies in lighting or texture across frames. The sequence remains coherent, with no severe distortions, though it does not reach high-end polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a headless giant, bronze-granite appearance, pronounced musculature, a central glowing eye, and a dramatic sky with light effects. Some nuanced aspects—such as the exact motion of the bottomless mouth and the precise timing of the tilt—are not fully realized, but the major components align well with the description.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The anatomy and posing are generally plausible within a fantastical context, with no glaring anatomical errors. However, certain dynamic details (e.g., mouth movement, muscle tension, and environmental interaction) could benefit from smoother, more consistent articulation to enhance believability.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.984375,
+ "MQ": 3.140625,
+ "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 medium shot from a low angle with a tilt upward, featuring a headless giant with a bronze, granite-like body, highly muscular form, and a central eye on the chest that glows amber. The scene is set against a dramatic sky with light beams and a barren wasteland, emphasizing mythic grandeur and a sense of oppressive power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the character, but there are occasional minor artifacts and slight inconsistencies in lighting or texture across frames. The sequence remains coherent, with no severe distortions, though it does not reach high-end polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a headless giant, bronze-granite appearance, pronounced musculature, a central glowing eye, and a dramatic sky with light effects. Some nuanced aspects—such as the exact motion of the bottomless mouth and the precise timing of the tilt—are not fully realized, but the major components align well with the description.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The anatomy and posing are generally plausible within a fantastical context, with no glaring anatomical errors. However, certain dynamic details (e.g., mouth movement, muscle tension, and environmental interaction) could benefit from smoother, more consistent articulation to enhance believability.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, shot from a low angle, tilts upwards slowly. Amidst a dramatic interplay of light and shadow, a headless giant stands tall, his bronze body seemingly carved from granite, his muscles defined and brimming with raw, explosive power. A sharp beam of light slants down from the upper side of the frame, precisely outlining every bulge of muscle and knotted vein, casting a deep, inky shadow. In the center of his chest, a single, enormous, deep eye, replacing his heart, gleams with an amber glow of wisdom and rage, gazing into the void. And in his ravine-covered abdomen, where his navel should be, a bottomless mouth opens and closes steadily and powerfully to a silent rhythm, each movement engaging the muscles of his entire abdomen, as if delivering a majestic speech that shakes the heavens and earth, inaudible to mortal ears. The sharp focus completely separates his powerful body from the completely blurred chaotic wasteland in the background composed of rugged rocks and rolling dark clouds, creating a mythical grandeur and awe-inspiring sense of oppression.",
+ "seed": 16680,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_4/index_5258_seed_16680_dp_9_rank_18_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.21875,
+ "video_score2_ta": 3.046875,
+ "video_score2_mq": 3.78125,
+ "video_score2_overall": 10.0,
+ "avg": 10.046875,
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+ {
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a low angle, tilts upwards slowly. Amidst a dramatic interplay of light and shadow, a headless giant stands tall, his bronze body seemingly carved from granite, his muscles defined and brimming with raw, explosive power. A sharp beam of light slants down from the upper side of the frame, precisely outlining every bulge of muscle and knotted vein, casting a deep, inky shadow. In the center of his chest, a single, enormous, deep eye, replacing his heart, gleams with an amber glow of wisdom and rage, gazing into the void. And in his ravine-covered abdomen, where his navel should be, a bottomless mouth opens and closes steadily and powerfully to a silent rhythm, each movement engaging the muscles of his entire abdomen, as if delivering a majestic speech that shakes the heavens and earth, inaudible to mortal ears. The sharp focus completely separates his powerful body from the completely blurred chaotic wasteland in the background composed of rugged rocks and rolling dark clouds, creating a mythical grandeur and awe-inspiring sense of oppression.",
+ "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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a low angle with a tilt upward, featuring a headless giant with a bronze, granite-like body, highly muscular form, and a central glowing eye on the chest. The scene is set against a dramatic sky with light and shadow interplay, and a bottomless mouth in the abdomen that opens and closes in a powerful rhythm. The overall composition aims for mythic grandeur and an oppressive atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the rendering is solid with clear detail in the musculature and the central eye, and the lighting creates strong contrast. The background conveys a desolate landscape with atmospheric depth. However, there are minor inconsistencies in lighting across frames and occasional subtle artifacts that prevent a perfect top-tier look. Overall, the visual quality is good but not flawless (score 4).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—headless giant, bronze muscular form, central glowing eye, dramatic lighting, and a low-angle composition. However, some aspects are underrepresented or missing: the bottomless mouth is not clearly depicted, and the intended dynamic abdominal movement is not convincingly shown. The alignment is moderate rather than complete (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe anatomy remains coherent within a fantastical context; the musculature appears plausible for a mythic being, and the eye placement fits the imaginative design. The scene maintains internal logic, though certain dynamic details (like the mouth motion) are not fully realized. 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": 3.21875,
+ "TA": 3.046875,
+ "MQ": 3.78125,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a low angle with a tilt upward, featuring a headless giant with a bronze, granite-like body, highly muscular form, and a central glowing eye on the chest. The scene is set against a dramatic sky with light and shadow interplay, and a bottomless mouth in the abdomen that opens and closes in a powerful rhythm. The overall composition aims for mythic grandeur and an oppressive atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the rendering is solid with clear detail in the musculature and the central eye, and the lighting creates strong contrast. The background conveys a desolate landscape with atmospheric depth. However, there are minor inconsistencies in lighting across frames and occasional subtle artifacts that prevent a perfect top-tier look. Overall, the visual quality is good but not flawless (score 4).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—headless giant, bronze muscular form, central glowing eye, dramatic lighting, and a low-angle composition. However, some aspects are underrepresented or missing: the bottomless mouth is not clearly depicted, and the intended dynamic abdominal movement is not convincingly shown. The alignment is moderate rather than complete (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe anatomy remains coherent within a fantastical context; the musculature appears plausible for a mythic being, and the eye placement fits the imaginative design. The scene maintains internal logic, though certain dynamic details (like the mouth motion) are not fully realized. 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"
+ ]
+ },
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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 medium shot from a low angle with a tilt upward, featuring a headless giant with a bronze, granite-like body, highly muscular form, a central eye on the chest, a bottomless mouth in the abdomen, and a dramatic interplay of light and shadow against a rocky, desolate landscape. The description remains the same; the video, however, does not fully realize all these elements.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear details in the character’s musculature and the rocky backdrop. Lighting creates strong contrast and depth, and the overall composition is coherent across frames. However, there is very little motion between frames, resulting in a largely static sequence with minimal temporal variation. This limits the perceived motion quality, even though still-frame clarity is acceptable. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—headless figure, dramatic lighting, and a rocky wasteland setting. Yet key imaginative elements are missing or underdeveloped: the central eye on the chest is not present, and the bottomless mouth concept is not clearly realized. The result is a partial alignment with important omissions, yielding a moderate alignment score (score 3).\n\nPhysical/Common-sense Consistency:\nThe anatomy and environmental context appear plausible within a fantasy framework. The muscular structure and rocky terrain align with the described scene, and there are no obvious logical contradictions. The static presentation reduces dynamism but does not introduce 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": {
+ "VQ": 3.453125,
+ "TA": 2.609375,
+ "MQ": 3.109375,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a low angle with a tilt upward, featuring a headless giant with a bronze, granite-like body, highly muscular form, a central eye on the chest, a bottomless mouth in the abdomen, and a dramatic interplay of light and shadow against a rocky, desolate landscape. The description remains the same; the video, however, does not fully realize all these elements.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear details in the character’s musculature and the rocky backdrop. Lighting creates strong contrast and depth, and the overall composition is coherent across frames. However, there is very little motion between frames, resulting in a largely static sequence with minimal temporal variation. This limits the perceived motion quality, even though still-frame clarity is acceptable. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt—headless figure, dramatic lighting, and a rocky wasteland setting. Yet key imaginative elements are missing or underdeveloped: the central eye on the chest is not present, and the bottomless mouth concept is not clearly realized. The result is a partial alignment with important omissions, yielding a moderate alignment score (score 3).\n\nPhysical/Common-sense Consistency:\nThe anatomy and environmental context appear plausible within a fantasy framework. The muscular structure and rocky terrain align with the described scene, and there are no obvious logical contradictions. The static presentation reduces dynamism but does not introduce 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_5/index_tensor([5425, 5425])_group_5_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_5/index_tensor([5425, 5425])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..d76275850d9cbb40a7fd82360a186b3c9bfb75df
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_5/index_tensor([5425, 5425])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up static shot, captured from a slightly elevated angle, focuses on a perfectly rectangular piece of translucent pale gold gelatin dessert, nestled in the center of a pristine, high-gloss white ceramic plate. A warm, directional light source, resembling the afternoon sun, shines sideways onto the dessert, creating brilliant mirrored highlights along its sharp upper edge and casting intricate, shimmering caustics through its crystals onto the plate below. The gelatin block ripples in a continuous, gentle pattern, its entire form undulating in a slow, mesmerizing rhythm. This subtle tremor sends ripples of reflected light dancing across its perfectly smooth surface, transforming the simple dessert against a soft-focus, dark wood backdrop into a vibrant spectacle of light and movement, evoking an atmosphere of tranquility, elegance, and culinary delight.",
+ "seed": 4544,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_5/index_5425_seed_4544_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": 3.9375,
+ "video_score2_ta": 2.890625,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 10.0,
+ "avg": 10.03125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up static shot, captured from a slightly elevated angle, focuses on a perfectly rectangular piece of translucent pale gold gelatin dessert, nestled in the center of a pristine, high-gloss white ceramic plate. A warm, directional light source, resembling the afternoon sun, shines sideways onto the dessert, creating brilliant mirrored highlights along its sharp upper edge and casting intricate, shimmering caustics through its crystals onto the plate below. The gelatin block ripples in a continuous, gentle pattern, its entire form undulating in a slow, mesmerizing rhythm. This subtle tremor sends ripples of reflected light dancing across its perfectly smooth surface, transforming the simple dessert against a soft-focus, dark wood backdrop into a vibrant spectacle of light and movement, evoking an atmosphere of tranquility, elegance, and culinary delight.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up static shot with a slightly elevated angle focusing on a perfectly rectangular piece of translucent pale gold gelatin dessert on a pristine white ceramic plate. A warm directional light source is described as shining sideways, producing bright mirrored highlights along the sharp upper edge and casting intricate shimmering caustics through its crystals onto the plate. The gelatin block is said to ripple in a continuous gentle pattern with a slow, mesmerizing rhythm, and these subtle tremors are expected to create dancing reflections of light across a perfectly smooth surface, transforming the simple dessert against a soft-focus dark wood backdrop into a vibrant spectacle of light and movement, evoking tranquility, elegance, and culinary delight.\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 good contrast between the golden gelatin and the white plate. Lighting is warm and directional, producing believable highlights and shadows, and the depth-of-field effect is convincing. However, there is very little motion between frames, making the sequence feel largely static rather than dynamic. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements from the prompt — close-up framing, elevated angle, rectangular gelatin, pale gold color, white plate, warm lighting, and visible highlights. However, the dynamic aspects described in the prompt are not realized: there is no noticeable ripple or continuous gentle pattern, and the scene remains effectively static. The alignment is therefore moderate (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene adheres to plausible physical behavior: the gelatin appears translucent and responds to light in a believable manner, the plate and background maintain consistent geometry, and there are no obvious physical contradictions. The lack of motion does not introduce any inconsistency; it simply reduces the perceived dynamism. 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": 3.9375,
+ "TA": 2.890625,
+ "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 an extreme close-up static shot with a slightly elevated angle focusing on a perfectly rectangular piece of translucent pale gold gelatin dessert on a pristine white ceramic plate. A warm directional light source is described as shining sideways, producing bright mirrored highlights along the sharp upper edge and casting intricate shimmering caustics through its crystals onto the plate. The gelatin block is said to ripple in a continuous gentle pattern with a slow, mesmerizing rhythm, and these subtle tremors are expected to create dancing reflections of light across a perfectly smooth surface, transforming the simple dessert against a soft-focus dark wood backdrop into a vibrant spectacle of light and movement, evoking tranquility, elegance, and culinary delight.\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 good contrast between the golden gelatin and the white plate. Lighting is warm and directional, producing believable highlights and shadows, and the depth-of-field effect is convincing. However, there is very little motion between frames, making the sequence feel largely static rather than dynamic. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements from the prompt — close-up framing, elevated angle, rectangular gelatin, pale gold color, white plate, warm lighting, and visible highlights. However, the dynamic aspects described in the prompt are not realized: there is no noticeable ripple or continuous gentle pattern, and the scene remains effectively static. The alignment is therefore moderate (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene adheres to plausible physical behavior: the gelatin appears translucent and responds to light in a believable manner, the plate and background maintain consistent geometry, and there are no obvious physical contradictions. The lack of motion does not introduce any inconsistency; it simply reduces the perceived dynamism. 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": "An extreme close-up static shot, captured from a slightly elevated angle, focuses on a perfectly rectangular piece of translucent pale gold gelatin dessert, nestled in the center of a pristine, high-gloss white ceramic plate. A warm, directional light source, resembling the afternoon sun, shines sideways onto the dessert, creating brilliant mirrored highlights along its sharp upper edge and casting intricate, shimmering caustics through its crystals onto the plate below. The gelatin block ripples in a continuous, gentle pattern, its entire form undulating in a slow, mesmerizing rhythm. This subtle tremor sends ripples of reflected light dancing across its perfectly smooth surface, transforming the simple dessert against a soft-focus, dark wood backdrop into a vibrant spectacle of light and movement, evoking an atmosphere of tranquility, elegance, and culinary delight.",
+ "seed": 4545,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_5/index_5425_seed_4545_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": 3.390625,
+ "video_score2_ta": 3.203125,
+ "video_score2_mq": 3.59375,
+ "video_score2_overall": 10.1875,
+ "avg": 10.1875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up static shot, captured from a slightly elevated angle, focuses on a perfectly rectangular piece of translucent pale gold gelatin dessert, nestled in the center of a pristine, high-gloss white ceramic plate. A warm, directional light source, resembling the afternoon sun, shines sideways onto the dessert, creating brilliant mirrored highlights along its sharp upper edge and casting intricate, shimmering caustics through its crystals onto the plate below. The gelatin block ripples in a continuous, gentle pattern, its entire form undulating in a slow, mesmerizing rhythm. This subtle tremor sends ripples of reflected light dancing across its perfectly smooth surface, transforming the simple dessert against a soft-focus, dark wood backdrop into a vibrant spectacle of light and movement, evoking an atmosphere of tranquility, elegance, and culinary delight.",
+ "token_credit_reward": 10.1875,
+ "selected_reward": 10.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up static shot from a slightly elevated angle focusing on a perfectly rectangular piece of translucent pale gold gelatin dessert centered on a pristine white ceramic plate. A warm directional light source resembling the afternoon sun shines sideways onto the dessert, creating mirrored highlights along its sharp upper edge and casting intricate shimmering caustics through its crystals onto the plate below. The gelatin block ripples in a continuous gentle pattern with a slow mesmerizing rhythm. This subtle tremor sends ripples of reflected light dancing across its perfectly smooth surface transforming the simple dessert against a soft focus dark wood backdrop into a vibrant spectacle of light and movement evoking tranquility elegance and culinary delight\n\nVisual Quality Assessment:\nAcross the frames the visuals are solid. The resolution is adequate and the subject remains clearly visible. Lighting is warm and consistent, producing convincing highlights and shadows. The plate and the gold colored object are well defined with good contrast. The background blur is appropriate for a close up. There are no obvious distortions or artifacts and transitions between frames are smooth. Overall the visual quality is strong but not exceptional, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements such as the close up framing, the slightly elevated angle, the central placement, and the warm lighting. However the central object does not convincingly read as a translucent pale gold gelatin dessert; it appears more like a golden square container or mold. The described ripple motion is not observed; the object remains largely static. The caustic effects exist but are not as pronounced as in the prompt. In sum the alignment is moderate, corresponding to a mid range score.\n\nPhysical Consistency Assessment:\nLighting reflections and shadows behave plausibly and the plate geometry remains coherent. The object maintains its shape across frames and there are no obvious physical inconsistencies. The overall physical realism is acceptable though not exceptional, reflecting a mid level score.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.390625,
+ "TA": 3.203125,
+ "MQ": 3.59375,
+ "Overall": 10.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up static shot from a slightly elevated angle focusing on a perfectly rectangular piece of translucent pale gold gelatin dessert centered on a pristine white ceramic plate. A warm directional light source resembling the afternoon sun shines sideways onto the dessert, creating mirrored highlights along its sharp upper edge and casting intricate shimmering caustics through its crystals onto the plate below. The gelatin block ripples in a continuous gentle pattern with a slow mesmerizing rhythm. This subtle tremor sends ripples of reflected light dancing across its perfectly smooth surface transforming the simple dessert against a soft focus dark wood backdrop into a vibrant spectacle of light and movement evoking tranquility elegance and culinary delight\n\nVisual Quality Assessment:\nAcross the frames the visuals are solid. The resolution is adequate and the subject remains clearly visible. Lighting is warm and consistent, producing convincing highlights and shadows. The plate and the gold colored object are well defined with good contrast. The background blur is appropriate for a close up. There are no obvious distortions or artifacts and transitions between frames are smooth. Overall the visual quality is strong but not exceptional, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements such as the close up framing, the slightly elevated angle, the central placement, and the warm lighting. However the central object does not convincingly read as a translucent pale gold gelatin dessert; it appears more like a golden square container or mold. The described ripple motion is not observed; the object remains largely static. The caustic effects exist but are not as pronounced as in the prompt. In sum the alignment is moderate, corresponding to a mid range score.\n\nPhysical Consistency Assessment:\nLighting reflections and shadows behave plausibly and the plate geometry remains coherent. The object maintains its shape across frames and there are no obvious physical inconsistencies. The overall physical realism is acceptable though not exceptional, reflecting a mid level score.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up static shot, captured from a slightly elevated angle, focuses on a perfectly rectangular piece of translucent pale gold gelatin dessert, nestled in the center of a pristine, high-gloss white ceramic plate. A warm, directional light source, resembling the afternoon sun, shines sideways onto the dessert, creating brilliant mirrored highlights along its sharp upper edge and casting intricate, shimmering caustics through its crystals onto the plate below. The gelatin block ripples in a continuous, gentle pattern, its entire form undulating in a slow, mesmerizing rhythm. This subtle tremor sends ripples of reflected light dancing across its perfectly smooth surface, transforming the simple dessert against a soft-focus, dark wood backdrop into a vibrant spectacle of light and movement, evoking an atmosphere of tranquility, elegance, and culinary delight.",
+ "seed": 4546,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_5/index_5425_seed_4546_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.8125,
+ "video_score2_ta": 3.609375,
+ "video_score2_mq": 4.0625,
+ "video_score2_overall": 11.5,
+ "avg": 11.484375,
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+ "question": "An extreme close-up static shot, captured from a slightly elevated angle, focuses on a perfectly rectangular piece of translucent pale gold gelatin dessert, nestled in the center of a pristine, high-gloss white ceramic plate. A warm, directional light source, resembling the afternoon sun, shines sideways onto the dessert, creating brilliant mirrored highlights along its sharp upper edge and casting intricate, shimmering caustics through its crystals onto the plate below. The gelatin block ripples in a continuous, gentle pattern, its entire form undulating in a slow, mesmerizing rhythm. This subtle tremor sends ripples of reflected light dancing across its perfectly smooth surface, transforming the simple dessert against a soft-focus, dark wood backdrop into a vibrant spectacle of light and movement, evoking an atmosphere of tranquility, elegance, and culinary delight.",
+ "token_credit_reward": 11.5,
+ "selected_reward": 11.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up static shot with a slightly elevated angle focusing on a perfectly rectangular piece of translucent pale gold gelatin dessert on a pristine white ceramic plate. A warm directional light source is described as shining sideways, producing bright mirrored highlights along the sharp upper edge and casting intricate shimmering caustics through the crystals onto the plate. The gelatin block is said to ripple in a continuous gentle pattern with a slow, mesmerizing rhythm, and these subtle tremors are expected to create dancing reflections and transform the simple dessert into a vibrant spectacle of light and movement, evoking tranquility, elegance, and culinary delight.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The resolution is clear, lighting is warm and directional, and the dessert and plate are well defined with convincing highlights. The sequence remains stable with minimal camera shake, and the depth of field yields a pleasing separation between subject and background. There are no obvious distortions or artifacts, and the rendering of the gelatin texture reads as realistic. However, the motion is relatively restrained; the expected dynamic ripple is not strongly realized, which slightly tempers the perceived vibrancy. Overall, Visual Quality is strong but not perfect, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video largely matches the prompt elements: extreme close-up, static framing, slightly elevated angle, rectangular pale gold gelatin dessert, pristine white plate, warm directional lighting, and visible highlights. The caustic effects and the general lighting are well represented. The main gap lies in the dynamic behavior: the prompt calls for continuous gentle ripples and a slow, mesmerizing rhythm, which are not convincingly demonstrated. The result is a good alignment overall, with a minor shortfall in conveying the intended motion, corresponding to a score around 4.\n\nPhysical Consistency (Common-sense):\nLighting, shadows, and material properties appear coherent and physically plausible. The gelatin texture, translucency, and interaction with light read as believable, and there are no obvious inconsistencies in the scene. The lack of pronounced motion does not introduce any physical implausibilities; it simply reduces the sense of dynamism. Overall, Physical Consistency is solid, consistent with a score around 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
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+ "TA": 3.609375,
+ "MQ": 4.0625,
+ "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 an extreme close-up static shot with a slightly elevated angle focusing on a perfectly rectangular piece of translucent pale gold gelatin dessert on a pristine white ceramic plate. A warm directional light source is described as shining sideways, producing bright mirrored highlights along the sharp upper edge and casting intricate shimmering caustics through the crystals onto the plate. The gelatin block is said to ripple in a continuous gentle pattern with a slow, mesmerizing rhythm, and these subtle tremors are expected to create dancing reflections and transform the simple dessert into a vibrant spectacle of light and movement, evoking tranquility, elegance, and culinary delight.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The resolution is clear, lighting is warm and directional, and the dessert and plate are well defined with convincing highlights. The sequence remains stable with minimal camera shake, and the depth of field yields a pleasing separation between subject and background. There are no obvious distortions or artifacts, and the rendering of the gelatin texture reads as realistic. However, the motion is relatively restrained; the expected dynamic ripple is not strongly realized, which slightly tempers the perceived vibrancy. Overall, Visual Quality is strong but not perfect, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video largely matches the prompt elements: extreme close-up, static framing, slightly elevated angle, rectangular pale gold gelatin dessert, pristine white plate, warm directional lighting, and visible highlights. The caustic effects and the general lighting are well represented. The main gap lies in the dynamic behavior: the prompt calls for continuous gentle ripples and a slow, mesmerizing rhythm, which are not convincingly demonstrated. The result is a good alignment overall, with a minor shortfall in conveying the intended motion, corresponding to a score around 4.\n\nPhysical Consistency (Common-sense):\nLighting, shadows, and material properties appear coherent and physically plausible. The gelatin texture, translucency, and interaction with light read as believable, and there are no obvious inconsistencies in the scene. The lack of pronounced motion does not introduce any physical implausibilities; it simply reduces the sense of dynamism. Overall, Physical Consistency is solid, consistent with a score around 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up static shot, captured from a slightly elevated angle, focuses on a perfectly rectangular piece of translucent pale gold gelatin dessert, nestled in the center of a pristine, high-gloss white ceramic plate. A warm, directional light source, resembling the afternoon sun, shines sideways onto the dessert, creating brilliant mirrored highlights along its sharp upper edge and casting intricate, shimmering caustics through its crystals onto the plate below. The gelatin block ripples in a continuous, gentle pattern, its entire form undulating in a slow, mesmerizing rhythm. This subtle tremor sends ripples of reflected light dancing across its perfectly smooth surface, transforming the simple dessert against a soft-focus, dark wood backdrop into a vibrant spectacle of light and movement, evoking an atmosphere of tranquility, elegance, and culinary delight.",
+ "seed": 4547,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_5/index_5425_seed_4547_dp_11_rank_22_sample_3_slot_1.mp4",
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+ "video_score2_vq": 3.84375,
+ "video_score2_ta": 2.78125,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.8125,
+ "avg": 9.8125,
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+ "question": "An extreme close-up static shot, captured from a slightly elevated angle, focuses on a perfectly rectangular piece of translucent pale gold gelatin dessert, nestled in the center of a pristine, high-gloss white ceramic plate. A warm, directional light source, resembling the afternoon sun, shines sideways onto the dessert, creating brilliant mirrored highlights along its sharp upper edge and casting intricate, shimmering caustics through its crystals onto the plate below. The gelatin block ripples in a continuous, gentle pattern, its entire form undulating in a slow, mesmerizing rhythm. This subtle tremor sends ripples of reflected light dancing across its perfectly smooth surface, transforming the simple dessert against a soft-focus, dark wood backdrop into a vibrant spectacle of light and movement, evoking an atmosphere of tranquility, elegance, and culinary delight.",
+ "token_credit_reward": 9.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up static shot with a slightly elevated angle focusing on a pale gold gelatin dessert centered on a pristine white ceramic plate. A warm directional light source is depicted, creating highlights and caustics that interact with the gelatin surface. The scene is intended to show a gentle ripple motion and a tranquil, elegant atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and details are generally discernible, yet some frames exhibit mild softness or minor noise that prevent a consistently crisp look. Lighting remains warm and directional, producing believable highlights and reflections on the gelatin surface. The plate and background maintain a clean, soft-focus presentation, and the overall color balance stays warm. However, the sequence feels relatively static with limited motion between frames, which reduces the perceived dynamism of the scene. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt—close-up framing, elevated angle, pale gold gelatin, centered placement on a white plate, warm lighting, and reflective highlights. However, the dynamic aspects specified in the prompt are underrepresented: there is little to no visible ripple motion or caustic animation, and the scene remains largely static. This results in a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene adheres to plausible physical behavior: the gelatin appears translucent and responds to light in a way consistent with a gelatin dessert, shadows and highlights behave realistically, and the plate and background maintain stable geometry. There are no obvious violations of common-sense physics. The lack of motion does not introduce physical inconsistencies; it simply limits the perceived realism of the dynamic aspects. 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": 3.84375,
+ "TA": 2.78125,
+ "MQ": 3.1875,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up static shot with a slightly elevated angle focusing on a pale gold gelatin dessert centered on a pristine white ceramic plate. A warm directional light source is depicted, creating highlights and caustics that interact with the gelatin surface. The scene is intended to show a gentle ripple motion and a tranquil, elegant atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and details are generally discernible, yet some frames exhibit mild softness or minor noise that prevent a consistently crisp look. Lighting remains warm and directional, producing believable highlights and reflections on the gelatin surface. The plate and background maintain a clean, soft-focus presentation, and the overall color balance stays warm. However, the sequence feels relatively static with limited motion between frames, which reduces the perceived dynamism of the scene. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt—close-up framing, elevated angle, pale gold gelatin, centered placement on a white plate, warm lighting, and reflective highlights. However, the dynamic aspects specified in the prompt are underrepresented: there is little to no visible ripple motion or caustic animation, and the scene remains largely static. This results in a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene adheres to plausible physical behavior: the gelatin appears translucent and responds to light in a way consistent with a gelatin dessert, shadows and highlights behave realistically, and the plate and background maintain stable geometry. There are no obvious violations of common-sense physics. The lack of motion does not introduce physical inconsistencies; it simply limits the perceived realism of the dynamic aspects. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_6/index_tensor([3915, 3915])_group_6_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_6/index_tensor([3915, 3915])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e45091fa3ae75872d3f0b49158eb6d4032db565
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_6/index_tensor([3915, 3915])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 18235,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_6/index_3915_seed_18235_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
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+ "avg": 8.703125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "powerful, slow-motion, overhead wide-angle shot captures a massive wave crashing with thunderous force against a weathered, black basalt cliff. Like a moving mountain, the wave's crest curls into a terrifying arc, shimmering a deep turquoise, while its summit billows with a raging, white foam. In the deafening moment of impact, an irresistible force rips a house-sized, angular rock from its ancient foundation at the cliff's edge and hurls it into the air. Immediately, countless tons of seawater, rubble, and mud explode in the air, forming a vast, chaotic white vortex, streaked with black rock fragments of varying sizes, scattering like shrapnel. The entire scene is bathed in the cold, diffuse light of a stormy sky, with water droplets and mist condensing in the air, reflecting a cold glow. The dominant colors are deep gray, inky blue, and piercing white, creating an apocalyptic atmosphere of raw, violent, and awe-inspiring natural 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 dramatic coastal scene featuring a massive wave, a weathered dark cliff, a thunderous impact, and a sequence of debris and spray that culminates in a chaotic white vortex. The intended mood is apocalyptic, with cold, diffuse lighting and a color palette dominated by deep grays, blues, and whites.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains coherent across frames, with decent detail in the waves and cliff textures. There are no obvious distortions or artifacts, and motion appears smooth. However, the rendering does not reach high-end realism; some textures look slightly synthetic and the water effects feel plausible but not fully natural. In sum, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video conveys a coastal setting and a large wave, but several key elements are underrepresented or missing: there is no clearly visible house-sized angular rock being ripped from the cliff, and the dramatic sequence of debris and spray described in the prompt is not realized. The overall mood and color palette do not fully capture the apocalyptic intensity. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nPhysics and environmental interactions appear plausible: wave dynamics, foam behavior, and cliff interaction follow expected patterns, and lighting remains consistent. The absence of the more extreme debris event reduces narrative impact but does not introduce obvious physical 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": {
+ "VQ": 3.46875,
+ "TA": 2.265625,
+ "MQ": 2.96875,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic coastal scene featuring a massive wave, a weathered dark cliff, a thunderous impact, and a sequence of debris and spray that culminates in a chaotic white vortex. The intended mood is apocalyptic, with cold, diffuse lighting and a color palette dominated by deep grays, blues, and whites.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains coherent across frames, with decent detail in the waves and cliff textures. There are no obvious distortions or artifacts, and motion appears smooth. However, the rendering does not reach high-end realism; some textures look slightly synthetic and the water effects feel plausible but not fully natural. In sum, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video conveys a coastal setting and a large wave, but several key elements are underrepresented or missing: there is no clearly visible house-sized angular rock being ripped from the cliff, and the dramatic sequence of debris and spray described in the prompt is not realized. The overall mood and color palette do not fully capture the apocalyptic intensity. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nPhysics and environmental interactions appear plausible: wave dynamics, foam behavior, and cliff interaction follow expected patterns, and lighting remains consistent. The absence of the more extreme debris event reduces narrative impact but does not introduce obvious physical 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"
+ ]
+ },
+ {
+ "prompt": "powerful, slow-motion, overhead wide-angle shot captures a massive wave crashing with thunderous force against a weathered, black basalt cliff. Like a moving mountain, the wave's crest curls into a terrifying arc, shimmering a deep turquoise, while its summit billows with a raging, white foam. In the deafening moment of impact, an irresistible force rips a house-sized, angular rock from its ancient foundation at the cliff's edge and hurls it into the air. Immediately, countless tons of seawater, rubble, and mud explode in the air, forming a vast, chaotic white vortex, streaked with black rock fragments of varying sizes, scattering like shrapnel. The entire scene is bathed in the cold, diffuse light of a stormy sky, with water droplets and mist condensing in the air, reflecting a cold glow. The dominant colors are deep gray, inky blue, and piercing white, creating an apocalyptic atmosphere of raw, violent, and awe-inspiring natural power.",
+ "seed": 18236,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_6/index_3915_seed_18236_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.46875,
+ "video_score2_ta": 2.484375,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.875,
+ "avg": 8.890625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "powerful, slow-motion, overhead wide-angle shot captures a massive wave crashing with thunderous force against a weathered, black basalt cliff. Like a moving mountain, the wave's crest curls into a terrifying arc, shimmering a deep turquoise, while its summit billows with a raging, white foam. In the deafening moment of impact, an irresistible force rips a house-sized, angular rock from its ancient foundation at the cliff's edge and hurls it into the air. Immediately, countless tons of seawater, rubble, and mud explode in the air, forming a vast, chaotic white vortex, streaked with black rock fragments of varying sizes, scattering like shrapnel. The entire scene is bathed in the cold, diffuse light of a stormy sky, with water droplets and mist condensing in the air, reflecting a cold glow. The dominant colors are deep gray, inky blue, and piercing white, creating an apocalyptic atmosphere of raw, violent, and awe-inspiring natural power.",
+ "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. 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 powerful, slow-motion, overhead wide-angle shot featuring a massive wave crashing against a weathered, dark cliff. The wave is depicted as curling into a deep turquoise crest with white foam, accompanied by an impact moment where a large rock detaches and explodes with seawater and debris, set under a stormy sky with a cold, diffuse light and a palette of deep grays, blues, and whites.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains coherent across frames, with decent color saturation and contrast that convey the dramatic mood. There are no obvious distortions or artifacts, and the sequence maintains a consistent look. However, the motion does not fully realize the intended slow-motion aesthetic; the wave and impact feel more rapid than the prompt suggests, which slightly reduces the perceived realism of the dynamics. The result is competent cinematography that aligns with a moderate level of visual quality rather than a high-end presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several key elements such as the massive wave, the overhead perspective, the turquoise crest, white foam, and the stormy atmosphere. However, crucial moments described in the prompt — specifically the rock detaching from the cliff and the subsequent explosion of water, rubble, and mud — are not clearly depicted. The sequence emphasizes the wave’s approach and impact rather than the complete destruction implied by the prompt, resulting in a moderate level of alignment overall.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible coastal dynamics in terms of wave behavior and environmental lighting. The scale relationships between the cliff, wave, and spray appear reasonable, and the atmospheric conditions support a believable setting. The absence of the dramatic rock detachment and explosion reduces the perceived physical completeness of the scenario, but there are no glaring inconsistencies in how the water interacts with the cliff or in lighting. Overall, physical consistency is acceptable but not fully realized.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.484375,
+ "MQ": 2.9375,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 powerful, slow-motion, overhead wide-angle shot featuring a massive wave crashing against a weathered, dark cliff. The wave is depicted as curling into a deep turquoise crest with white foam, accompanied by an impact moment where a large rock detaches and explodes with seawater and debris, set under a stormy sky with a cold, diffuse light and a palette of deep grays, blues, and whites.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains coherent across frames, with decent color saturation and contrast that convey the dramatic mood. There are no obvious distortions or artifacts, and the sequence maintains a consistent look. However, the motion does not fully realize the intended slow-motion aesthetic; the wave and impact feel more rapid than the prompt suggests, which slightly reduces the perceived realism of the dynamics. The result is competent cinematography that aligns with a moderate level of visual quality rather than a high-end presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures several key elements such as the massive wave, the overhead perspective, the turquoise crest, white foam, and the stormy atmosphere. However, crucial moments described in the prompt — specifically the rock detaching from the cliff and the subsequent explosion of water, rubble, and mud — are not clearly depicted. The sequence emphasizes the wave’s approach and impact rather than the complete destruction implied by the prompt, resulting in a moderate level of alignment overall.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible coastal dynamics in terms of wave behavior and environmental lighting. The scale relationships between the cliff, wave, and spray appear reasonable, and the atmospheric conditions support a believable setting. The absence of the dramatic rock detachment and explosion reduces the perceived physical completeness of the scenario, but there are no glaring inconsistencies in how the water interacts with the cliff or in lighting. Overall, physical consistency is acceptable but not fully realized.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "powerful, slow-motion, overhead wide-angle shot captures a massive wave crashing with thunderous force against a weathered, black basalt cliff. Like a moving mountain, the wave's crest curls into a terrifying arc, shimmering a deep turquoise, while its summit billows with a raging, white foam. In the deafening moment of impact, an irresistible force rips a house-sized, angular rock from its ancient foundation at the cliff's edge and hurls it into the air. Immediately, countless tons of seawater, rubble, and mud explode in the air, forming a vast, chaotic white vortex, streaked with black rock fragments of varying sizes, scattering like shrapnel. The entire scene is bathed in the cold, diffuse light of a stormy sky, with water droplets and mist condensing in the air, reflecting a cold glow. The dominant colors are deep gray, inky blue, and piercing white, creating an apocalyptic atmosphere of raw, violent, and awe-inspiring natural power.",
+ "seed": 18237,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_6/index_3915_seed_18237_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "group_idx": 6,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.21875,
+ "video_score2_ta": 3.234375,
+ "video_score2_mq": 3.90625,
+ "video_score2_overall": 10.375,
+ "avg": 10.359375,
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+ "question": "powerful, slow-motion, overhead wide-angle shot captures a massive wave crashing with thunderous force against a weathered, black basalt cliff. Like a moving mountain, the wave's crest curls into a terrifying arc, shimmering a deep turquoise, while its summit billows with a raging, white foam. In the deafening moment of impact, an irresistible force rips a house-sized, angular rock from its ancient foundation at the cliff's edge and hurls it into the air. Immediately, countless tons of seawater, rubble, and mud explode in the air, forming a vast, chaotic white vortex, streaked with black rock fragments of varying sizes, scattering like shrapnel. The entire scene is bathed in the cold, diffuse light of a stormy sky, with water droplets and mist condensing in the air, reflecting a cold glow. The dominant colors are deep gray, inky blue, and piercing white, creating an apocalyptic atmosphere of raw, violent, and awe-inspiring natural power.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 powerful, slow-motion, overhead wide-angle shot capturing a massive wave crashing against a weathered, dark cliff. The wave is depicted as curling into a dramatic arc, with a deep turquoise hue and white foam at the crest. An impact moment features a large angular rock detaching from the cliff and being hurled by the force, followed by a chaotic spray of water, rubble, and mud forming a vast white vortex with scattered fragments. The scene is framed by a cold, diffuse stormy sky and a palette of deep grays, inky blues, and piercing whites, conveying an apocalyptic display of raw natural power.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The sequence maintains decent resolution and clear depiction of the wave, foam, and cliff textures, with consistent lighting and color grading that supports the moody atmosphere. There are no major distortions or artifacts, and motion appears coherent across frames. However, there are occasional minor softness and slight frame-to-frame inconsistencies that prevent a perfect top-tier score. The result is strong and convincing, but not immaculate.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the core elements of the prompt: the overhead wide-angle perspective, the massive wave, the dramatic arc, the turquoise hue, and the white foam are all present. The stormy sky and the general color palette match the description, and the overall mood is conveyed effectively. Some specific dynamic moments described in the prompt (e.g., the rock being ejected and the subsequent debris explosion) are not fully realized in the footage, which slightly tempers the alignment. Nevertheless, the alignment remains strong and coherent with the intended scene.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible coastal dynamics: waves interact with the cliff, foam forms, and the scale relationships feel reasonable. Lighting and atmospheric effects support the stormy setting. A few micro-physics details (such as the exact trajectory of the rock and the precise dispersion of debris) are not perfectly resolved, but they do not undermine overall realism. The depiction remains credible and consistent with common-sense expectations for such a dramatic coastal event.\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": 3.21875,
+ "TA": 3.234375,
+ "MQ": 3.90625,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a powerful, slow-motion, overhead wide-angle shot capturing a massive wave crashing against a weathered, dark cliff. The wave is depicted as curling into a dramatic arc, with a deep turquoise hue and white foam at the crest. An impact moment features a large angular rock detaching from the cliff and being hurled by the force, followed by a chaotic spray of water, rubble, and mud forming a vast white vortex with scattered fragments. The scene is framed by a cold, diffuse stormy sky and a palette of deep grays, inky blues, and piercing whites, conveying an apocalyptic display of raw natural power.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The sequence maintains decent resolution and clear depiction of the wave, foam, and cliff textures, with consistent lighting and color grading that supports the moody atmosphere. There are no major distortions or artifacts, and motion appears coherent across frames. However, there are occasional minor softness and slight frame-to-frame inconsistencies that prevent a perfect top-tier score. The result is strong and convincing, but not immaculate.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the core elements of the prompt: the overhead wide-angle perspective, the massive wave, the dramatic arc, the turquoise hue, and the white foam are all present. The stormy sky and the general color palette match the description, and the overall mood is conveyed effectively. Some specific dynamic moments described in the prompt (e.g., the rock being ejected and the subsequent debris explosion) are not fully realized in the footage, which slightly tempers the alignment. Nevertheless, the alignment remains strong and coherent with the intended scene.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible coastal dynamics: waves interact with the cliff, foam forms, and the scale relationships feel reasonable. Lighting and atmospheric effects support the stormy setting. A few micro-physics details (such as the exact trajectory of the rock and the precise dispersion of debris) are not perfectly resolved, but they do not undermine overall realism. The depiction remains credible and consistent with common-sense expectations for such a dramatic coastal event.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "powerful, slow-motion, overhead wide-angle shot captures a massive wave crashing with thunderous force against a weathered, black basalt cliff. Like a moving mountain, the wave's crest curls into a terrifying arc, shimmering a deep turquoise, while its summit billows with a raging, white foam. In the deafening moment of impact, an irresistible force rips a house-sized, angular rock from its ancient foundation at the cliff's edge and hurls it into the air. Immediately, countless tons of seawater, rubble, and mud explode in the air, forming a vast, chaotic white vortex, streaked with black rock fragments of varying sizes, scattering like shrapnel. The entire scene is bathed in the cold, diffuse light of a stormy sky, with water droplets and mist condensing in the air, reflecting a cold glow. The dominant colors are deep gray, inky blue, and piercing white, creating an apocalyptic atmosphere of raw, violent, and awe-inspiring natural power.",
+ "seed": 18238,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_6/index_3915_seed_18238_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.453125,
+ "video_score2_ta": 2.390625,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 8.8125,
+ "avg": 8.796875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "powerful, slow-motion, overhead wide-angle shot captures a massive wave crashing with thunderous force against a weathered, black basalt cliff. Like a moving mountain, the wave's crest curls into a terrifying arc, shimmering a deep turquoise, while its summit billows with a raging, white foam. In the deafening moment of impact, an irresistible force rips a house-sized, angular rock from its ancient foundation at the cliff's edge and hurls it into the air. Immediately, countless tons of seawater, rubble, and mud explode in the air, forming a vast, chaotic white vortex, streaked with black rock fragments of varying sizes, scattering like shrapnel. The entire scene is bathed in the cold, diffuse light of a stormy sky, with water droplets and mist condensing in the air, reflecting a cold glow. The dominant colors are deep gray, inky blue, and piercing white, creating an apocalyptic atmosphere of raw, violent, and awe-inspiring natural power.",
+ "token_credit_reward": 8.8125,
+ "selected_reward": 8.8125,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic coastal scene featuring a massive wave, a weathered black basalt cliff, a thunderous impact, and a chaotic explosion of water, rubble, and rock fragments, all under stormy skies and a cold, diffuse light. The intended mood is apocalyptic, with raw, violent, and awe-inspiring natural power.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains coherent across frames, with decent color saturation and contrast that convey the dramatic lighting. There are no obvious distortions or artifacts, and the sequence maintains a consistent look. However, the motion between frames is relatively restrained, giving a slightly static feel rather than a highly dynamic progression. This keeps the visual quality at a moderate level rather than high-end cinematic realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video clearly shows a large wave, a dark cliff, and a stormy atmosphere with white foam and turquoise tones, which aligns with several elements. However, key moments described in the prompt—specifically the house-sized rock being ripped from its foundation, the subsequent air-hurling of rubble, and the formation of a vast white vortex with scattered fragments—are not realized. The result is a moderate alignment overall, capturing some aspects of the prompt while missing others.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible coastal dynamics: waves interact with the cliff, foam forms, and the general scale and lighting are coherent with a stormy setting. The absence of the more extreme fragmentation events reduces the perceived intensity, but there are no glaring physical inconsistencies. Overall, physical/common-sense consistency is acceptable but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.390625,
+ "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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic coastal scene featuring a massive wave, a weathered black basalt cliff, a thunderous impact, and a chaotic explosion of water, rubble, and rock fragments, all under stormy skies and a cold, diffuse light. The intended mood is apocalyptic, with raw, violent, and awe-inspiring natural power.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains coherent across frames, with decent color saturation and contrast that convey the dramatic lighting. There are no obvious distortions or artifacts, and the sequence maintains a consistent look. However, the motion between frames is relatively restrained, giving a slightly static feel rather than a highly dynamic progression. This keeps the visual quality at a moderate level rather than high-end cinematic realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video clearly shows a large wave, a dark cliff, and a stormy atmosphere with white foam and turquoise tones, which aligns with several elements. However, key moments described in the prompt—specifically the house-sized rock being ripped from its foundation, the subsequent air-hurling of rubble, and the formation of a vast white vortex with scattered fragments—are not realized. The result is a moderate alignment overall, capturing some aspects of the prompt while missing others.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible coastal dynamics: waves interact with the cliff, foam forms, and the general scale and lighting are coherent with a stormy setting. The absence of the more extreme fragmentation events reduces the perceived intensity, but there are no glaring physical inconsistencies. Overall, physical/common-sense consistency is acceptable but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_7/index_tensor([4726, 4726])_group_7_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_7/index_tensor([4726, 4726])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..615bbe6e8fec34df8b5728c7f4478d40db00a5d8
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_7/index_tensor([4726, 4726])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, distant long shot, positioned at a slightly low angle, captures a massive, leaning structure—a vast slope of weathered, gray reinforced concrete and rusted steel, dominating the vast scale of a desolate, rocky canyon. The slope slopes from the lower left to the upper right of the frame, silhouetted against a scarred, turbulent sky filled with dark, motionless clouds. In the cold, flat light of an overcast day, the scene is initially still, but then a subtle tremor begins, sending fine dust and small pebbles cascading down the massive slope. Suddenly, the entire structure shakes violently, buckling from within under a tremendous, unseen pressure. A large section of the center of the ramp buckles downward with agonizing slowness before catastrophically failing; the concrete visibly cracks and explodes outward in a thick cloud of gray dust, while massive steel support beams twist and snap like twigs, triggering the structure's relentless and precarious collapse, creating an atmosphere of overwhelming, catastrophic force.",
+ "seed": 17481,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_7/index_4726_seed_17481_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": 2.8125,
+ "video_score2_ta": 3.109375,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 8.75,
+ "avg": 8.765625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, distant long shot, positioned at a slightly low angle, captures a massive, leaning structure—a vast slope of weathered, gray reinforced concrete and rusted steel, dominating the vast scale of a desolate, rocky canyon. The slope slopes from the lower left to the upper right of the frame, silhouetted against a scarred, turbulent sky filled with dark, motionless clouds. In the cold, flat light of an overcast day, the scene is initially still, but then a subtle tremor begins, sending fine dust and small pebbles cascading down the massive slope. Suddenly, the entire structure shakes violently, buckling from within under a tremendous, unseen pressure. A large section of the center of the ramp buckles downward with agonizing slowness before catastrophically failing; the concrete visibly cracks and explodes outward in a thick cloud of gray dust, while massive steel support beams twist and snap like twigs, triggering the structure's relentless and precarious collapse, creating an atmosphere of overwhelming, catastrophic force.",
+ "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 static, distant long shot from a slightly low angle capturing a massive, leaning structure in a desolate, rocky canyon. The slope is described as weathered concrete and rusted steel, with a sequence of events including an initial tremor, dust and debris cascading down, a violent shake, central buckle, cracking and explosion, and a catastrophic collapse. The description remains the same overall intent.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with decent resolution and stable framing. The scene maintains a consistent perspective and lighting, and there are no obvious distortions or artifacts that would severely degrade perception. However, the sequence appears relatively static with limited motion between frames, which reduces the sense of dynamic progression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a distant long shot, a low-angle view, a massive leaning structure, a desolate rocky setting, and visible weathering. However, the dramatic transformational events described in the prompt are not realized: there is no evident tremor initiating failure, no debris cascading, no violent shake, no central buckle, no cracking or explosion, and no progressive collapse. The result is a partial alignment where the static depiction matches some aspects but fails to convey the intended dynamic narrative. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible structural elements and environmental context, but the lack of the described dynamic failures undermines physical realism. The absence of progressive deformation, debris behavior, and catastrophic collapse means the sequence does not align with expected real-world mechanics, resulting in a low score for common-sense consistency (score 2).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.8125,
+ "TA": 3.109375,
+ "MQ": 2.84375,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, distant long shot from a slightly low angle capturing a massive, leaning structure in a desolate, rocky canyon. The slope is described as weathered concrete and rusted steel, with a sequence of events including an initial tremor, dust and debris cascading down, a violent shake, central buckle, cracking and explosion, and a catastrophic collapse. The description remains the same overall intent.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with decent resolution and stable framing. The scene maintains a consistent perspective and lighting, and there are no obvious distortions or artifacts that would severely degrade perception. However, the sequence appears relatively static with limited motion between frames, which reduces the sense of dynamic progression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a distant long shot, a low-angle view, a massive leaning structure, a desolate rocky setting, and visible weathering. However, the dramatic transformational events described in the prompt are not realized: there is no evident tremor initiating failure, no debris cascading, no violent shake, no central buckle, no cracking or explosion, and no progressive collapse. The result is a partial alignment where the static depiction matches some aspects but fails to convey the intended dynamic narrative. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible structural elements and environmental context, but the lack of the described dynamic failures undermines physical realism. The absence of progressive deformation, debris behavior, and catastrophic collapse means the sequence does not align with expected real-world mechanics, resulting in a low score for common-sense consistency (score 2).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "static, distant long shot, positioned at a slightly low angle, captures a massive, leaning structure—a vast slope of weathered, gray reinforced concrete and rusted steel, dominating the vast scale of a desolate, rocky canyon. The slope slopes from the lower left to the upper right of the frame, silhouetted against a scarred, turbulent sky filled with dark, motionless clouds. In the cold, flat light of an overcast day, the scene is initially still, but then a subtle tremor begins, sending fine dust and small pebbles cascading down the massive slope. Suddenly, the entire structure shakes violently, buckling from within under a tremendous, unseen pressure. A large section of the center of the ramp buckles downward with agonizing slowness before catastrophically failing; the concrete visibly cracks and explodes outward in a thick cloud of gray dust, while massive steel support beams twist and snap like twigs, triggering the structure's relentless and precarious collapse, creating an atmosphere of overwhelming, catastrophic force.",
+ "seed": 17482,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_7/index_4726_seed_17482_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": 3.03125,
+ "video_score2_ta": 2.34375,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.3125,
+ "avg": 8.296875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, distant long shot, positioned at a slightly low angle, captures a massive, leaning structure—a vast slope of weathered, gray reinforced concrete and rusted steel, dominating the vast scale of a desolate, rocky canyon. The slope slopes from the lower left to the upper right of the frame, silhouetted against a scarred, turbulent sky filled with dark, motionless clouds. In the cold, flat light of an overcast day, the scene is initially still, but then a subtle tremor begins, sending fine dust and small pebbles cascading down the massive slope. Suddenly, the entire structure shakes violently, buckling from within under a tremendous, unseen pressure. A large section of the center of the ramp buckles downward with agonizing slowness before catastrophically failing; the concrete visibly cracks and explodes outward in a thick cloud of gray dust, while massive steel support beams twist and snap like twigs, triggering the structure's relentless and precarious collapse, creating an atmosphere of overwhelming, catastrophic force.",
+ "token_credit_reward": 8.3125,
+ "selected_reward": 8.3125,
+ "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, distant long shot from a slightly low angle capturing a massive, leaning structure in a desolate, rocky canyon. The slope is from lower left to upper right, silhouetted against a turbulent sky with dark, motionless clouds. In the cold, flat light of an overcast day, the scene is initially still, but then a subtle tremor begins, followed by a violent collapse with concrete cracking and exploding outward, massive steel beams twisting and snapping, and an overwhelming sense of catastrophic force.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain decent clarity and consistent lighting, with the composition and framing generally aligning with the described shot. However, there are occasional minor artifacts and slight softness that prevent a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video largely follows the prompt in terms of shot type, angle, setting, and the presence of a massive structure and desolate environment. The sequence conveys the intended mood and progression toward a collapse. Some specific dynamic details from the prompt—such as explicit dust cascades or the exact timing of the final failure—are not fully realized, resulting in a strong but not perfect alignment (score 4).\n\nPhysical/Common-sense Consistency:\nThe overall physical behavior is plausible, with believable structural response and environmental context. There are minor inconsistencies in debris dynamics and the timing of certain failures that prevent a flawless depiction, yielding a moderate level of common-sense consistency (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.34375,
+ "MQ": 2.921875,
+ "Overall": 8.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, distant long shot from a slightly low angle capturing a massive, leaning structure in a desolate, rocky canyon. The slope is from lower left to upper right, silhouetted against a turbulent sky with dark, motionless clouds. In the cold, flat light of an overcast day, the scene is initially still, but then a subtle tremor begins, followed by a violent collapse with concrete cracking and exploding outward, massive steel beams twisting and snapping, and an overwhelming sense of catastrophic force.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain decent clarity and consistent lighting, with the composition and framing generally aligning with the described shot. However, there are occasional minor artifacts and slight softness that prevent a higher-end impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video largely follows the prompt in terms of shot type, angle, setting, and the presence of a massive structure and desolate environment. The sequence conveys the intended mood and progression toward a collapse. Some specific dynamic details from the prompt—such as explicit dust cascades or the exact timing of the final failure—are not fully realized, resulting in a strong but not perfect alignment (score 4).\n\nPhysical/Common-sense Consistency:\nThe overall physical behavior is plausible, with believable structural response and environmental context. There are minor inconsistencies in debris dynamics and the timing of certain failures that prevent a flawless depiction, yielding a moderate level of common-sense consistency (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 17483,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_7/index_4726_seed_17483_dp_15_rank_30_sample_2_slot_0.mp4",
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+ "video_score2_ta": 2.5625,
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+ "video_score2_overall": 8.125,
+ "avg": 8.15625,
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+ "question": "static, distant long shot, positioned at a slightly low angle, captures a massive, leaning structure—a vast slope of weathered, gray reinforced concrete and rusted steel, dominating the vast scale of a desolate, rocky canyon. The slope slopes from the lower left to the upper right of the frame, silhouetted against a scarred, turbulent sky filled with dark, motionless clouds. In the cold, flat light of an overcast day, the scene is initially still, but then a subtle tremor begins, sending fine dust and small pebbles cascading down the massive slope. Suddenly, the entire structure shakes violently, buckling from within under a tremendous, unseen pressure. A large section of the center of the ramp buckles downward with agonizing slowness before catastrophically failing; the concrete visibly cracks and explodes outward in a thick cloud of gray dust, while massive steel support beams twist and snap like twigs, triggering the structure's relentless and precarious collapse, creating an atmosphere of overwhelming, catastrophic force.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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, distant long shot from a slightly low angle capturing a massive, leaning structure on a vast, weathered concrete slope in a desolate rocky canyon. The sequence should begin with a still scene, followed by a subtle tremor, then a violent collapse with concrete cracking and dust clouds, and finally the structure twisting and snapping as it collapses.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with the rocky terrain and the concrete structure clearly discernible. There are no major distortions or artifacts, and transitions between frames are smooth. However, the imagery does not reach high-end realism, and some fine-grained texture detail is limited, keeping the overall quality in the mid range.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video presents the core elements — a distant long shot, a low-angle perspective, a massive concrete slope, and a desolate canyon setting — and conveys the intended mood. However, the dynamic progression described in the prompt is not fully realized: there is no evident tremor initiating the collapse, and the sequence does not depict the dramatic cracking, dust clouds, or progressive collapse described. The result is a moderate level of alignment rather than a faithful enactment of the full narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, and the structural elements appear believable within the environment. Yet the absence of the described dynamic failure and the lack of visible progressive deformation reduce the perceived realism of the collapse sequence, leaving the depiction only partially aligned with real-world expectations.\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": 2.765625,
+ "TA": 2.5625,
+ "MQ": 2.828125,
+ "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, distant long shot from a slightly low angle capturing a massive, leaning structure on a vast, weathered concrete slope in a desolate rocky canyon. The sequence should begin with a still scene, followed by a subtle tremor, then a violent collapse with concrete cracking and dust clouds, and finally the structure twisting and snapping as it collapses.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, with the rocky terrain and the concrete structure clearly discernible. There are no major distortions or artifacts, and transitions between frames are smooth. However, the imagery does not reach high-end realism, and some fine-grained texture detail is limited, keeping the overall quality in the mid range.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video presents the core elements — a distant long shot, a low-angle perspective, a massive concrete slope, and a desolate canyon setting — and conveys the intended mood. However, the dynamic progression described in the prompt is not fully realized: there is no evident tremor initiating the collapse, and the sequence does not depict the dramatic cracking, dust clouds, or progressive collapse described. The result is a moderate level of alignment rather than a faithful enactment of the full narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, and the structural elements appear believable within the environment. Yet the absence of the described dynamic failure and the lack of visible progressive deformation reduce the perceived realism of the collapse sequence, leaving the depiction only partially aligned with real-world expectations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, distant long shot, positioned at a slightly low angle, captures a massive, leaning structure—a vast slope of weathered, gray reinforced concrete and rusted steel, dominating the vast scale of a desolate, rocky canyon. The slope slopes from the lower left to the upper right of the frame, silhouetted against a scarred, turbulent sky filled with dark, motionless clouds. In the cold, flat light of an overcast day, the scene is initially still, but then a subtle tremor begins, sending fine dust and small pebbles cascading down the massive slope. Suddenly, the entire structure shakes violently, buckling from within under a tremendous, unseen pressure. A large section of the center of the ramp buckles downward with agonizing slowness before catastrophically failing; the concrete visibly cracks and explodes outward in a thick cloud of gray dust, while massive steel support beams twist and snap like twigs, triggering the structure's relentless and precarious collapse, creating an atmosphere of overwhelming, catastrophic force.",
+ "seed": 17484,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_7/index_4726_seed_17484_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": 2.984375,
+ "video_score2_ta": 3.359375,
+ "video_score2_mq": 3.828125,
+ "video_score2_overall": 10.1875,
+ "avg": 10.171875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, distant long shot, positioned at a slightly low angle, captures a massive, leaning structure—a vast slope of weathered, gray reinforced concrete and rusted steel, dominating the vast scale of a desolate, rocky canyon. The slope slopes from the lower left to the upper right of the frame, silhouetted against a scarred, turbulent sky filled with dark, motionless clouds. In the cold, flat light of an overcast day, the scene is initially still, but then a subtle tremor begins, sending fine dust and small pebbles cascading down the massive slope. Suddenly, the entire structure shakes violently, buckling from within under a tremendous, unseen pressure. A large section of the center of the ramp buckles downward with agonizing slowness before catastrophically failing; the concrete visibly cracks and explodes outward in a thick cloud of gray dust, while massive steel support beams twist and snap like twigs, triggering the structure's relentless and precarious collapse, creating an atmosphere of overwhelming, catastrophic force.",
+ "token_credit_reward": 10.1875,
+ "selected_reward": 10.1875,
+ "frame_importance": [
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+ 0.47301483154296875,
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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, distant long shot from a slightly low angle capturing a massive, leaning structure in a desolate, rocky canyon. The slope is described as weathered concrete and rusted steel, with a sequence of increasing tremor, dust, and a catastrophic collapse culminating in an overwhelming, catastrophic force.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clear with decent detail in the structure and terrain. Lighting remains consistent with overcast conditions, and the composition stays stable. There are no major distortions or artifacts, and transitions between frames are smooth. However, there are occasional minor softness and slight noise in some frames, which prevents a perfect top-tier score. Overall, Visual Quality is solid and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video largely follows the prompt: static distant long shot, low-angle perspective, and a massive concrete-and-steel structure set in a desolate canyon. The sequence shows the structure tilting and debris appearing, and the final frames depict a collapse with dust and debris. The alignment is strong overall, with only minor deviations in timing or emphasis that do not significantly detract from the match. This supports a 4/5 rating for Text-to-Video Alignment.\n\nPhysical/Common-sense Consistency:\nThe depicted dynamics—tilting, debris, and a progressive collapse—are broadly plausible for a large concrete structure under stress. However, certain aspects of the failure appear somewhat staged or simplified, and some material interactions (e.g., exact cracking patterns, debris behavior) are not fully consistent with real-world expectations. These factors reduce the perceived physical realism to a moderate level, corresponding to a 3/5 rating.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 4, Physical/Common-sense Consistency 3.\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": 2.984375,
+ "TA": 3.359375,
+ "MQ": 3.828125,
+ "Overall": 10.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, distant long shot from a slightly low angle capturing a massive, leaning structure in a desolate, rocky canyon. The slope is described as weathered concrete and rusted steel, with a sequence of increasing tremor, dust, and a catastrophic collapse culminating in an overwhelming, catastrophic force.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally clear with decent detail in the structure and terrain. Lighting remains consistent with overcast conditions, and the composition stays stable. There are no major distortions or artifacts, and transitions between frames are smooth. However, there are occasional minor softness and slight noise in some frames, which prevents a perfect top-tier score. Overall, Visual Quality is solid and aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video largely follows the prompt: static distant long shot, low-angle perspective, and a massive concrete-and-steel structure set in a desolate canyon. The sequence shows the structure tilting and debris appearing, and the final frames depict a collapse with dust and debris. The alignment is strong overall, with only minor deviations in timing or emphasis that do not significantly detract from the match. This supports a 4/5 rating for Text-to-Video Alignment.\n\nPhysical/Common-sense Consistency:\nThe depicted dynamics—tilting, debris, and a progressive collapse—are broadly plausible for a large concrete structure under stress. However, certain aspects of the failure appear somewhat staged or simplified, and some material interactions (e.g., exact cracking patterns, debris behavior) are not fully consistent with real-world expectations. These factors reduce the perceived physical realism to a moderate level, corresponding to a 3/5 rating.\n\nGround-truth scores: Visual Quality 4, Text-to-Video Alignment 4, Physical/Common-sense Consistency 3.\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/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_8/index_tensor([4085, 4085])_group_8_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_8/index_tensor([4085, 4085])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b50bcc22e6460a1cd2a07df769d7e77357bb3c11
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_8/index_tensor([4085, 4085])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a series of rapidly edited, chaotic, and shaky shots, we are suddenly thrown into a vast, towering automobile factory floor. First, a low-angle shot captures a massive yellow industrial robotic arm, its complex joints and hydraulic lines gleaming greasy under the cold fluorescent light. It suddenly loses control, deviating from its pre-set welding routine, jerking and thrashing violently and erratically. The camera then cuts to a close-up, showing the metal gripper at the end of the arm slamming down with devastating force, slamming heavily into the frame of an unfinished white car on the assembly line. Then, an extreme close-up fills the frame: at the point of metal-on-metal collision, a dazzling shower of orange sparks erupts, and countless tiny metal fragments fly in all directions in slow motion. Another rapid cut reveals the car's roof, instantly dented and deformed by the impact, its smooth white paint ripped apart, revealing the monstrous metal structure beneath. The entire scene is enveloped in dynamic light and shadow cast by rotating red alarm lights, which contrast sharply with the fiery bright light produced by explosive sparks, creating an atmosphere of extreme tension, violence and industrial destruction.",
+ "seed": 23658,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_8/index_4085_seed_23658_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": 2.6875,
+ "video_score2_ta": 3.390625,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 8.875,
+ "avg": 8.921875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a series of rapidly edited, chaotic, and shaky shots, we are suddenly thrown into a vast, towering automobile factory floor. First, a low-angle shot captures a massive yellow industrial robotic arm, its complex joints and hydraulic lines gleaming greasy under the cold fluorescent light. It suddenly loses control, deviating from its pre-set welding routine, jerking and thrashing violently and erratically. The camera then cuts to a close-up, showing the metal gripper at the end of the arm slamming down with devastating force, slamming heavily into the frame of an unfinished white car on the assembly line. Then, an extreme close-up fills the frame: at the point of metal-on-metal collision, a dazzling shower of orange sparks erupts, and countless tiny metal fragments fly in all directions in slow motion. Another rapid cut reveals the car's roof, instantly dented and deformed by the impact, its smooth white paint ripped apart, revealing the monstrous metal structure beneath. The entire scene is enveloped in dynamic light and shadow cast by rotating red alarm lights, which contrast sharply with the fiery bright light produced by explosive sparks, creating an atmosphere of extreme tension, violence and industrial destruction.",
+ "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 chaotic sequence in a vast automotive factory featuring a massive yellow robotic arm, a metal gripper, and a dramatic collision with an unfinished white car, with sparks, debris, and high-energy lighting to convey destruction. The video presents several elements that align with the prompt (industrial setting, robotic arm, car, sparks), but the overall execution does not fully realize the described intensity or the precise choreography of events. The alignment is partial rather than complete.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, with recognizable machinery and car features. However, there are occasional softness and minor artifacts, and some frames exhibit limited sharpness or color fidelity that prevent a higher rating. The sequence remains coherent, but it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes key elements such as the industrial setting, the robotic arm, and the car with visible sparks. Yet the dramatic intensity, the precise timing of the collision, and the full sequence of events described in the prompt are not consistently realized, resulting in only partial fidelity to the intended narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interactions appear plausible within an industrial context, with believable spatial relationships between the arm, the car, and the surrounding environment. Some dynamics and debris behavior may be simplified or underemphasized, but there are no glaring physical contradictions.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.6875,
+ "TA": 3.390625,
+ "MQ": 2.84375,
+ "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 chaotic sequence in a vast automotive factory featuring a massive yellow robotic arm, a metal gripper, and a dramatic collision with an unfinished white car, with sparks, debris, and high-energy lighting to convey destruction. The video presents several elements that align with the prompt (industrial setting, robotic arm, car, sparks), but the overall execution does not fully realize the described intensity or the precise choreography of events. The alignment is partial rather than complete.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, with recognizable machinery and car features. However, there are occasional softness and minor artifacts, and some frames exhibit limited sharpness or color fidelity that prevent a higher rating. The sequence remains coherent, but it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes key elements such as the industrial setting, the robotic arm, and the car with visible sparks. Yet the dramatic intensity, the precise timing of the collision, and the full sequence of events described in the prompt are not consistently realized, resulting in only partial fidelity to the intended narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The interactions appear plausible within an industrial context, with believable spatial relationships between the arm, the car, and the surrounding environment. Some dynamics and debris behavior may be simplified or underemphasized, but there are no glaring physical contradictions.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 23659,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_8/index_4085_seed_23659_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "rank_in_group": 0,
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+ "video_score2_vq": 2.765625,
+ "video_score2_ta": 2.96875,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.6875,
+ "avg": 8.65625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a chaotic sequence in a vast automotive factory featuring a yellow robotic arm, a metal gripper, and a dramatic collision with an unfinished white car, with sparks, debris, and high-energy lighting to convey tension and destruction. The video includes several elements that align with the prompt (industrial setting, robotic arm, car on an assembly-like line, sparks), but the overall execution does not fully realize the described intensity or the precise choreography of events. The alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, but there are occasional softness and minor artifacts that prevent a higher-fidelity impression. The sequence remains coherent, with no severe distortions, though some frames exhibit slight blur or compression effects that temper the perceived sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures key elements such as the industrial setting, the robotic arm, and the presence of a car on an assembly-like line with visible sparks. However, the more dynamic aspects—rapid, erratic camera movement; the arm losing control and jerking; the metal gripper slamming down with force; the extreme close-up at the moment of impact—are not consistently realized, resulting in only partial fidelity to the described sequence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible industrial physics: the robotic arm moves with believable mechanical constraints, the car sits on an assembly-like platform, and sparks appear where expected. Some timing and interaction details feel slightly off or understated, preventing a stronger sense of realism, but there are no glaring physical contradictions.\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": 2.765625,
+ "TA": 2.96875,
+ "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 chaotic sequence in a vast automotive factory featuring a yellow robotic arm, a metal gripper, and a dramatic collision with an unfinished white car, with sparks, debris, and high-energy lighting to convey tension and destruction. The video includes several elements that align with the prompt (industrial setting, robotic arm, car on an assembly-like line, sparks), but the overall execution does not fully realize the described intensity or the precise choreography of events. The alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, but there are occasional softness and minor artifacts that prevent a higher-fidelity impression. The sequence remains coherent, with no severe distortions, though some frames exhibit slight blur or compression effects that temper the perceived sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures key elements such as the industrial setting, the robotic arm, and the presence of a car on an assembly-like line with visible sparks. However, the more dynamic aspects—rapid, erratic camera movement; the arm losing control and jerking; the metal gripper slamming down with force; the extreme close-up at the moment of impact—are not consistently realized, resulting in only partial fidelity to the described sequence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible industrial physics: the robotic arm moves with believable mechanical constraints, the car sits on an assembly-like platform, and sparks appear where expected. Some timing and interaction details feel slightly off or understated, preventing a stronger sense of realism, but there are no glaring physical contradictions.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a series of rapidly edited, chaotic, and shaky shots, we are suddenly thrown into a vast, towering automobile factory floor. First, a low-angle shot captures a massive yellow industrial robotic arm, its complex joints and hydraulic lines gleaming greasy under the cold fluorescent light. It suddenly loses control, deviating from its pre-set welding routine, jerking and thrashing violently and erratically. The camera then cuts to a close-up, showing the metal gripper at the end of the arm slamming down with devastating force, slamming heavily into the frame of an unfinished white car on the assembly line. Then, an extreme close-up fills the frame: at the point of metal-on-metal collision, a dazzling shower of orange sparks erupts, and countless tiny metal fragments fly in all directions in slow motion. Another rapid cut reveals the car's roof, instantly dented and deformed by the impact, its smooth white paint ripped apart, revealing the monstrous metal structure beneath. The entire scene is enveloped in dynamic light and shadow cast by rotating red alarm lights, which contrast sharply with the fiery bright light produced by explosive sparks, creating an atmosphere of extreme tension, violence and industrial destruction.",
+ "seed": 23660,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_8/index_4085_seed_23660_dp_17_rank_34_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": 2.140625,
+ "video_score2_ta": 3.109375,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 8.3125,
+ "avg": 8.3125,
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+ "question": "In a series of rapidly edited, chaotic, and shaky shots, we are suddenly thrown into a vast, towering automobile factory floor. First, a low-angle shot captures a massive yellow industrial robotic arm, its complex joints and hydraulic lines gleaming greasy under the cold fluorescent light. It suddenly loses control, deviating from its pre-set welding routine, jerking and thrashing violently and erratically. The camera then cuts to a close-up, showing the metal gripper at the end of the arm slamming down with devastating force, slamming heavily into the frame of an unfinished white car on the assembly line. Then, an extreme close-up fills the frame: at the point of metal-on-metal collision, a dazzling shower of orange sparks erupts, and countless tiny metal fragments fly in all directions in slow motion. Another rapid cut reveals the car's roof, instantly dented and deformed by the impact, its smooth white paint ripped apart, revealing the monstrous metal structure beneath. The entire scene is enveloped in dynamic light and shadow cast by rotating red alarm lights, which contrast sharply with the fiery bright light produced by explosive sparks, creating an atmosphere of extreme tension, violence and industrial destruction.",
+ "token_credit_reward": 8.3125,
+ "selected_reward": 8.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a chaotic sequence in a vast automobile factory featuring a massive yellow robotic arm, a metal gripper, and a dramatic collision with an unfinished white car on the assembly line, culminating in sparks, debris, and visible damage to the vehicle. The overall intent is clear and highly action-oriented.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, but there are occasional softness and minor artifacts that prevent a higher rating. The sequence remains readable and coherent, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents the core elements—industrial setting, robotic arm, white car, sparks, and deformation—arranged in a way that mirrors the described scenario. Some finer-grained details may be less explicit, but the major components and progression align well with the prompt.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The depicted dynamics—arm movement, impact timing, and debris behavior—are broadly plausible within an industrial context, but certain micro-physics cues (e.g., fragment dispersion, exact deformation rates) are simplified or not fully detailed, resulting in a believable yet not perfectly precise depiction.\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": 2.140625,
+ "TA": 3.109375,
+ "MQ": 3.0625,
+ "Overall": 8.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a chaotic sequence in a vast automobile factory featuring a massive yellow robotic arm, a metal gripper, and a dramatic collision with an unfinished white car on the assembly line, culminating in sparks, debris, and visible damage to the vehicle. The overall intent is clear and highly action-oriented.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and consistent lighting, but there are occasional softness and minor artifacts that prevent a higher rating. The sequence remains readable and coherent, though not exceptionally sharp or pristine.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents the core elements—industrial setting, robotic arm, white car, sparks, and deformation—arranged in a way that mirrors the described scenario. Some finer-grained details may be less explicit, but the major components and progression align well with the prompt.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The depicted dynamics—arm movement, impact timing, and debris behavior—are broadly plausible within an industrial context, but certain micro-physics cues (e.g., fragment dispersion, exact deformation rates) are simplified or not fully detailed, resulting in a believable yet not perfectly precise depiction.\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": 23661,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_8/index_4085_seed_23661_dp_17_rank_34_sample_3_slot_1.mp4",
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+ "video_score2_ta": 2.84375,
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+ "video_score2_overall": 7.6875,
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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 chaotic sequence in a vast automobile factory featuring a massive yellow robotic arm, a metal gripper, and a dramatic collision with an unfinished white car, with sparks, debris, and high-energy lighting to convey extreme tension. The video presents several elements that align with the prompt (industrial setting, robotic arm, car on an assembly-like line, sparks), but the overall execution does not consistently realize the full intensity or precise choreography described. The alignment is partial rather than complete.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and recognizable components, but there are occasional motion blur during action sequences and some lighting inconsistencies that reduce sharpness. The imagery remains coherent and legible, yet it lacks the polish and high-fidelity rendering seen in top-tier productions.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes many required elements—industrial setting, robotic arm, car on an assembly-like line, sparks, and a sense of dynamic action—but the pacing, dramatic impact, and exact choreography do not fully match the prompt’s intensity. The result is a plausible but not highly faithful realization of the described scenario.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible industrial physics and spatial relationships, with no glaring violations. However, some interactions and timing feel slightly off, and the dramatic collision dynamics are not perfectly aligned with real-world expectations, though they remain believable within the context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.9453125,
+ "TA": 2.84375,
+ "MQ": 2.890625,
+ "Overall": 7.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a chaotic sequence in a vast automobile factory featuring a massive yellow robotic arm, a metal gripper, and a dramatic collision with an unfinished white car, with sparks, debris, and high-energy lighting to convey extreme tension. The video presents several elements that align with the prompt (industrial setting, robotic arm, car on an assembly-like line, sparks), but the overall execution does not consistently realize the full intensity or precise choreography described. The alignment is partial rather than complete.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and recognizable components, but there are occasional motion blur during action sequences and some lighting inconsistencies that reduce sharpness. The imagery remains coherent and legible, yet it lacks the polish and high-fidelity rendering seen in top-tier productions.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes many required elements—industrial setting, robotic arm, car on an assembly-like line, sparks, and a sense of dynamic action—but the pacing, dramatic impact, and exact choreography do not fully match the prompt’s intensity. The result is a plausible but not highly faithful realization of the described scenario.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible industrial physics and spatial relationships, with no glaring violations. However, some interactions and timing feel slightly off, and the dramatic collision dynamics are not perfectly aligned with real-world expectations, though they remain believable within the context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_9/index_tensor([360, 360])_group_9_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_9/index_tensor([360, 360])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8a2670504ce799ac5e4490f7bab7c4a7e05cafe
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_9/index_tensor([360, 360])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In the style of photorealistic CGI cinematic realism, a medium shot at eye level, subtly trembling to mimic the gentle push of a river, immerses the viewer in a murky underwater world. A massive, largemouthed buffalo dominates the frame, its body a fortress of massive, overlapping scales that shimmer in iridescent gradations of bronze and deep olive in the dim light. Its small black eyes gaze forward in alert attention, while its fleshy, suction-cup-like mouth opens in a silent, defensive threat to the unseen intruder. The fish, positioned protectively over a cluster of gelatinous, translucent eggs, each sphere clinging to a submerged log, revealing the faint outline of the developing embryo within, sweeps its broad tail fin slowly and forcefully. This deliberate, fanning motion methodically stirs the water, lifting fine silt and organic debris away from the precious clutches. The eggs cling to the dark, soaked wood of the heavy logs, whose surface is a tapestry of intricate, rough grains, deep cracks, and patches of soft green algae. Faint sunlight penetrates the murky brown water from above, creating an ethereal divine light that illuminates the constant dance of floating sediment particles, creating a tense and primal atmosphere of vigilant guarding.",
+ "seed": 2263,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_9/index_360_seed_2263_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": 3.21875,
+ "video_score2_ta": 2.40625,
+ "video_score2_mq": 3.484375,
+ "video_score2_overall": 9.125,
+ "avg": 9.109375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In the style of photorealistic CGI cinematic realism, a medium shot at eye level, subtly trembling to mimic the gentle push of a river, immerses the viewer in a murky underwater world. A massive, largemouthed buffalo dominates the frame, its body a fortress of massive, overlapping scales that shimmer in iridescent gradations of bronze and deep olive in the dim light. Its small black eyes gaze forward in alert attention, while its fleshy, suction-cup-like mouth opens in a silent, defensive threat to the unseen intruder. The fish, positioned protectively over a cluster of gelatinous, translucent eggs, each sphere clinging to a submerged log, revealing the faint outline of the developing embryo within, sweeps its broad tail fin slowly and forcefully. This deliberate, fanning motion methodically stirs the water, lifting fine silt and organic debris away from the precious clutches. The eggs cling to the dark, soaked wood of the heavy logs, whose surface is a tapestry of intricate, rough grains, deep cracks, and patches of soft green algae. Faint sunlight penetrates the murky brown water from above, creating an ethereal divine light that illuminates the constant dance of floating sediment particles, creating a tense and primal atmosphere of vigilant guarding.",
+ "token_credit_reward": 9.125,
+ "selected_reward": 9.125,
+ "frame_importance": [
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+ 0.3003506064414978,
+ 0.3948391377925873
+ ],
+ "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 envisions a photorealistic CGI scene with a medium shot at eye level, a subtly trembling camera to evoke a gentle river push, and an underwater setting with a large buffalo dominating the frame. The description calls for massive, overlapping scales with iridescent bronze/olive lighting, small black eyes gazing forward, a fleshy, suction-cup-like mouth opened in a silent defensive threat, and a protective stance over gelatinous eggs on a submerged log. The eggs are depicted as translucent spheres attached to the log, with a sense of subtle movement and a tense, primal atmosphere.\n\nVisual Quality Assessment:\nThe frames show decent resolution and clear rendering of the buffalo and the underwater environment. Lighting and color grading create a convincing underwater ambiance, and the overall composition remains stable across shots. However, there are minor imperfections typical of synthetic renders (subtle texture softness, occasional edge artifacts, and limited micro-detail in some regions). Overall, Visual Quality is solid but not flawless, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—underwater setting, a prominent buffalo, and a cluster of translucent eggs on a log. Yet key aspects are underrepresented or missing: the distinctive massive overlapping scales are not clearly visible; the mouth does not appear fleshy or suction-cup-like; there is no evident sweeping tail fin or deliberate water-stirring motion; and the described dynamic behavior is largely absent. The alignment is moderate, reflecting partial fulfillment of the prompt rather than full fidelity.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible underwater physics and animal proportions, with coherent lighting and environmental interactions. Some aspects diverge from the textual description (e.g., absence of certain anatomical features and specific movements), but these do not break basic physical plausibility. Overall, Physical Consistency is acceptable but not perfect, corresponding to a mid-range score.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.40625,
+ "MQ": 3.484375,
+ "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 photorealistic CGI scene with a medium shot at eye level, a subtly trembling camera to evoke a gentle river push, and an underwater setting with a large buffalo dominating the frame. The description calls for massive, overlapping scales with iridescent bronze/olive lighting, small black eyes gazing forward, a fleshy, suction-cup-like mouth opened in a silent defensive threat, and a protective stance over gelatinous eggs on a submerged log. The eggs are depicted as translucent spheres attached to the log, with a sense of subtle movement and a tense, primal atmosphere.\n\nVisual Quality Assessment:\nThe frames show decent resolution and clear rendering of the buffalo and the underwater environment. Lighting and color grading create a convincing underwater ambiance, and the overall composition remains stable across shots. However, there are minor imperfections typical of synthetic renders (subtle texture softness, occasional edge artifacts, and limited micro-detail in some regions). Overall, Visual Quality is solid but not flawless, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—underwater setting, a prominent buffalo, and a cluster of translucent eggs on a log. Yet key aspects are underrepresented or missing: the distinctive massive overlapping scales are not clearly visible; the mouth does not appear fleshy or suction-cup-like; there is no evident sweeping tail fin or deliberate water-stirring motion; and the described dynamic behavior is largely absent. The alignment is moderate, reflecting partial fulfillment of the prompt rather than full fidelity.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible underwater physics and animal proportions, with coherent lighting and environmental interactions. Some aspects diverge from the textual description (e.g., absence of certain anatomical features and specific movements), but these do not break basic physical plausibility. Overall, Physical Consistency is acceptable but not perfect, corresponding to a mid-range score.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 2264,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_9/index_360_seed_2264_dp_18_rank_36_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_overall": 9.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions a photorealistic CGI scene with a medium shot at eye level, a subtly trembling camera to evoke a gentle river push, and an underwater setting where a massive buffalo dominates the frame. The description calls for the buffalo to have overlapping scales with iridescent bronze/olive tones, small black eyes, a fleshy, suction-cup-like mouth opened in a silent defensive threat, and a protective stance over gelatinous eggs on a submerged log. The eggs are described as translucent spheres attached to the log, with a visible developing embryo, and a sweeping tail fin that stirs the water and lifts sediment away from the clutches. The environment should feature a dark, algae-covered log, filtered sunlight from above, and a tense, primal atmosphere of vigilant guarding.\n\nVisual Quality Assessment:\nThe frames show solid rendering quality with clear subject definition and coherent lighting. The underwater atmosphere is convincingly conveyed, with believable color grading and depth cues. There are no obvious artifacts or distortions, and the overall image fidelity is strong. However, the sequence appears relatively static with limited motion between frames, which reduces dynamic engagement. Overall, Visual Quality is strong but not perfect (4).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—underwater setting, a large buffalo, and a protective posture over eggs—yet key details diverge. The buffalo’s surface texture does not clearly display overlapping scales, and the mouth opening and tail fin movement are not evident in the frames. The eggs appear more as generic spheres rather than translucent, gelatinous entities with visible embryos outlines. While some aspects align, the overall fidelity to the detailed prompt is moderate, resulting in a mid-range alignment score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and spatial relationships, with consistent lighting and environmental interactions. The composition remains coherent, and there are no obvious physical contradictions. Some minor deviations from the exact prompt details exist, but they do not undermine overall plausibility, yielding a moderate level of common-sense consistency (3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.421875,
+ "TA": 2.859375,
+ "MQ": 3.5,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions a photorealistic CGI scene with a medium shot at eye level, a subtly trembling camera to evoke a gentle river push, and an underwater setting where a massive buffalo dominates the frame. The description calls for the buffalo to have overlapping scales with iridescent bronze/olive tones, small black eyes, a fleshy, suction-cup-like mouth opened in a silent defensive threat, and a protective stance over gelatinous eggs on a submerged log. The eggs are described as translucent spheres attached to the log, with a visible developing embryo, and a sweeping tail fin that stirs the water and lifts sediment away from the clutches. The environment should feature a dark, algae-covered log, filtered sunlight from above, and a tense, primal atmosphere of vigilant guarding.\n\nVisual Quality Assessment:\nThe frames show solid rendering quality with clear subject definition and coherent lighting. The underwater atmosphere is convincingly conveyed, with believable color grading and depth cues. There are no obvious artifacts or distortions, and the overall image fidelity is strong. However, the sequence appears relatively static with limited motion between frames, which reduces dynamic engagement. Overall, Visual Quality is strong but not perfect (4).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—underwater setting, a large buffalo, and a protective posture over eggs—yet key details diverge. The buffalo’s surface texture does not clearly display overlapping scales, and the mouth opening and tail fin movement are not evident in the frames. The eggs appear more as generic spheres rather than translucent, gelatinous entities with visible embryos outlines. While some aspects align, the overall fidelity to the detailed prompt is moderate, resulting in a mid-range alignment score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and spatial relationships, with consistent lighting and environmental interactions. The composition remains coherent, and there are no obvious physical contradictions. Some minor deviations from the exact prompt details exist, but they do not undermine overall plausibility, yielding a moderate level of common-sense consistency (3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
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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 photorealistic CGI scene featuring a medium shot at eye level with subtle camera movement suggesting a gentle river push, an underwater setting with a large buffalo dominating the frame, a textured, scale-like body with iridescent bronze/olive tones, small black eyes, a fleshy mouth that opens in a silent defensive threat, fish positioned over gelatinous eggs on a submerged log, a sweeping tail fin that stirs the water, and an ethereal lighting effect from above as sunlight penetrates the murky water. The overall mood should convey vigilance and tension.\n\nVisual Quality Assessment:\nThe frames show solid rendering quality with clear detail, good lighting, and convincing underwater ambience. The buffalo’s form and coloration read well, and the environment feels cohesive across shots. However, there are minor inconsistencies in texture continuity and occasional subtle artifacts 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 captures several core elements of the prompt—underwater setting, a prominent buffalo, and a sense of scale and threat. Yet key aspects described in the prompt are not realized: there are no visible fish over the eggs, the eggs themselves are not clearly depicted, and the specific dynamic actions (fish movement, tail fin sweeping) are absent. The alignment is moderate rather than complete, reflecting notable gaps between the prompt and execution (roughly 3/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and animal behavior, with coherent lighting and environmental interactions. Some details diverge from the prompt (e.g., absence of certain dynamic interactions), but the overall physical logic remains sound. The result is a moderate level of common-sense consistency (roughly 3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.296875,
+ "TA": 2.28125,
+ "MQ": 3.5,
+ "Overall": 9.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a photorealistic CGI scene featuring a medium shot at eye level with subtle camera movement suggesting a gentle river push, an underwater setting with a large buffalo dominating the frame, a textured, scale-like body with iridescent bronze/olive tones, small black eyes, a fleshy mouth that opens in a silent defensive threat, fish positioned over gelatinous eggs on a submerged log, a sweeping tail fin that stirs the water, and an ethereal lighting effect from above as sunlight penetrates the murky water. The overall mood should convey vigilance and tension.\n\nVisual Quality Assessment:\nThe frames show solid rendering quality with clear detail, good lighting, and convincing underwater ambience. The buffalo’s form and coloration read well, and the environment feels cohesive across shots. However, there are minor inconsistencies in texture continuity and occasional subtle artifacts 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 captures several core elements of the prompt—underwater setting, a prominent buffalo, and a sense of scale and threat. Yet key aspects described in the prompt are not realized: there are no visible fish over the eggs, the eggs themselves are not clearly depicted, and the specific dynamic actions (fish movement, tail fin sweeping) are absent. The alignment is moderate rather than complete, reflecting notable gaps between the prompt and execution (roughly 3/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater physics and animal behavior, with coherent lighting and environmental interactions. Some details diverge from the prompt (e.g., absence of certain dynamic interactions), but the overall physical logic remains sound. The result is a moderate level of common-sense consistency (roughly 3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 2266,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000217/group_9/index_360_seed_2266_dp_19_rank_38_sample_3_slot_1.mp4",
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+ "video_score2_ta": 2.90625,
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+ "video_score2_overall": 9.125,
+ "avg": 9.09375,
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+ "token_credit_reward": 9.125,
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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 photorealistic CGI underwater scene with a massive, armored fish dominating the frame, a cluster of gelatinous eggs on a log, subtle camera movement suggesting a river push, and a tense, primal atmosphere of guarding. The video captures several core elements—underwater setting, a large fish-like subject, and visible eggs—but several key aspects are not realized as described (the fish’s armor/scale texture, the pronounced eye detail, the sweeping tail motion, and the specific log/embryo details). Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. The underwater lighting and color palette convey a convincing atmosphere, and the scene maintains coherent composition across frames. However, there are occasional minor artifacts and slight inconsistencies in texture sharpness or motion continuity that prevent a high-end impression. Overall, Visual Quality is mid-range.\n\nText-to-Video Alignment Analysis:\nThe video aligns with several core prompt elements (underwater environment, a large fish-like subject, visible eggs, and a dim, ethereal lighting). Yet critical aspects such as the distinctive scale armor, precise eye rendering, and the described dynamic actions (tail sweeping, active protection of the eggs) are underrepresented or missing. The overall alignment is moderate, reflecting partial fulfillment of the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible underwater physics and spatial relationships, with reasonable lighting and object placement. Some aspects feel generic or simplified (e.g., limited interaction between the fish and the eggs, subdued motion cues), which reduces the sense of natural realism. Overall, Physical Consistency is mid-level.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.21875,
+ "TA": 2.90625,
+ "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 envisions a photorealistic CGI underwater scene with a massive, armored fish dominating the frame, a cluster of gelatinous eggs on a log, subtle camera movement suggesting a river push, and a tense, primal atmosphere of guarding. The video captures several core elements—underwater setting, a large fish-like subject, and visible eggs—but several key aspects are not realized as described (the fish’s armor/scale texture, the pronounced eye detail, the sweeping tail motion, and the specific log/embryo details). Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. The underwater lighting and color palette convey a convincing atmosphere, and the scene maintains coherent composition across frames. However, there are occasional minor artifacts and slight inconsistencies in texture sharpness or motion continuity that prevent a high-end impression. Overall, Visual Quality is mid-range.\n\nText-to-Video Alignment Analysis:\nThe video aligns with several core prompt elements (underwater environment, a large fish-like subject, visible eggs, and a dim, ethereal lighting). Yet critical aspects such as the distinctive scale armor, precise eye rendering, and the described dynamic actions (tail sweeping, active protection of the eggs) are underrepresented or missing. The overall alignment is moderate, reflecting partial fulfillment of the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible underwater physics and spatial relationships, with reasonable lighting and object placement. Some aspects feel generic or simplified (e.g., limited interaction between the fish and the eggs, subdued motion cues), which reduces the sense of natural realism. Overall, Physical Consistency is mid-level.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_0/index_tensor([9998, 9998])_group_0_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_0/index_tensor([9998, 9998])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ac072650a73bd11cd543be441fb8b11d9a620e46
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_0/index_tensor([9998, 9998])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "dynamic tracking shot, shot from a low side angle, the camera syncing with the horse, panning rapidly to the right, captures the majestic spectacle of a resolute Asian man galloping at full speed. His face is weathered, angular, his lips tightly pursed, and his piercing eyes fixed resolutely on the endless horizon. His long, dark hair dances wildly back in the wind, a few strands brushing against his bronzed cheeks. He wears a dark brown, cross-collared robe made of rough linen, tied with a wide leather belt at the waist. His body rises and falls powerfully to the rhythm of the muscular, glossy black steed he sits on, his hands gripping the reins, his posture poised and powerful. They are crossing a vast, parched Gobi desert, beneath cracked yellow earth and sparse, withered grass, their hooves kicking up clouds of dust. The slanting evening sun casts long shadows across the ground, the golden afterglow illuminating the silhouettes of a man and his horse. In the distance, the ochre-colored hills fade into blurred silhouettes as the horizon stretches. The dominant tones of the painting are ochre, dark brown, and faded sky blue. The stark contrast between light and shadow creates a desolate, lonely, and epic atmosphere of pristine history.",
+ "seed": 26043,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_0/index_9998_seed_26043_dp_0_rank_0_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 0,
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+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 3.828125,
+ "video_score2_mq": 3.296875,
+ "video_score2_overall": 10.0,
+ "avg": 10.015625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic tracking shot, shot from a low side angle, the camera syncing with the horse, panning rapidly to the right, captures the majestic spectacle of a resolute Asian man galloping at full speed. His face is weathered, angular, his lips tightly pursed, and his piercing eyes fixed resolutely on the endless horizon. His long, dark hair dances wildly back in the wind, a few strands brushing against his bronzed cheeks. He wears a dark brown, cross-collared robe made of rough linen, tied with a wide leather belt at the waist. His body rises and falls powerfully to the rhythm of the muscular, glossy black steed he sits on, his hands gripping the reins, his posture poised and powerful. They are crossing a vast, parched Gobi desert, beneath cracked yellow earth and sparse, withered grass, their hooves kicking up clouds of dust. The slanting evening sun casts long shadows across the ground, the golden afterglow illuminating the silhouettes of a man and his horse. In the distance, the ochre-colored hills fade into blurred silhouettes as the horizon stretches. The dominant tones of the painting are ochre, dark brown, and faded sky blue. The stark contrast between light and shadow creates a desolate, lonely, and epic atmosphere of pristine history.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic tracking shot featuring a low side-angle view of a resolute Asian man galloping at speed through a vast desert landscape. The scene emphasizes a powerful, rhythmic motion, with the rider's posture and the horse's movement conveying endurance and determination. The setting includes a dramatic desert environment with warm tones and a sense of epic scale.\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 color palette remains consistent with warm desert tones, and lighting conveys a believable golden-hour mood. There are no major distortions or abrupt frame-to-frame changes, and transitions feel smooth. However, the lack of sharpness and occasional artifacting limit crispness, keeping the overall quality in the mid range.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video largely follows the described dynamic tracking shot, maintains a low side-angle perspective, and tracks the horse and rider closely. The core elements—resolute expression, galloping motion, and the expansive desert backdrop—are well captured. Some minor deviations exist in exact framing timing and distant details, but they do not substantially detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the horse’s gallop, the rider’s balanced posture, and the environmental interactions read as credible. Occasional small inconsistencies appear in limb articulation or subtle timing cues, which prevent a perfect match to real-world dynamics. Overall, the sequence remains coherent and believable 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": {
+ "VQ": 2.890625,
+ "TA": 3.828125,
+ "MQ": 3.296875,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic tracking shot featuring a low side-angle view of a resolute Asian man galloping at speed through a vast desert landscape. The scene emphasizes a powerful, rhythmic motion, with the rider's posture and the horse's movement conveying endurance and determination. The setting includes a dramatic desert environment with warm tones and a sense of epic scale.\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 color palette remains consistent with warm desert tones, and lighting conveys a believable golden-hour mood. There are no major distortions or abrupt frame-to-frame changes, and transitions feel smooth. However, the lack of sharpness and occasional artifacting limit crispness, keeping the overall quality in the mid range.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video largely follows the described dynamic tracking shot, maintains a low side-angle perspective, and tracks the horse and rider closely. The core elements—resolute expression, galloping motion, and the expansive desert backdrop—are well captured. Some minor deviations exist in exact framing timing and distant details, but they do not substantially detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the horse’s gallop, the rider’s balanced posture, and the environmental interactions read as credible. Occasional small inconsistencies appear in limb articulation or subtle timing cues, which prevent a perfect match to real-world dynamics. Overall, the sequence remains coherent and believable 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": "dynamic tracking shot, shot from a low side angle, the camera syncing with the horse, panning rapidly to the right, captures the majestic spectacle of a resolute Asian man galloping at full speed. His face is weathered, angular, his lips tightly pursed, and his piercing eyes fixed resolutely on the endless horizon. His long, dark hair dances wildly back in the wind, a few strands brushing against his bronzed cheeks. He wears a dark brown, cross-collared robe made of rough linen, tied with a wide leather belt at the waist. His body rises and falls powerfully to the rhythm of the muscular, glossy black steed he sits on, his hands gripping the reins, his posture poised and powerful. They are crossing a vast, parched Gobi desert, beneath cracked yellow earth and sparse, withered grass, their hooves kicking up clouds of dust. The slanting evening sun casts long shadows across the ground, the golden afterglow illuminating the silhouettes of a man and his horse. In the distance, the ochre-colored hills fade into blurred silhouettes as the horizon stretches. The dominant tones of the painting are ochre, dark brown, and faded sky blue. The stark contrast between light and shadow creates a desolate, lonely, and epic atmosphere of pristine history.",
+ "seed": 26044,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_0/index_9998_seed_26044_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.234375,
+ "video_score2_ta": 3.796875,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 9.1875,
+ "avg": 9.203125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "dynamic tracking shot, shot from a low side angle, the camera syncing with the horse, panning rapidly to the right, captures the majestic spectacle of a resolute Asian man galloping at full speed. His face is weathered, angular, his lips tightly pursed, and his piercing eyes fixed resolutely on the endless horizon. His long, dark hair dances wildly back in the wind, a few strands brushing against his bronzed cheeks. He wears a dark brown, cross-collared robe made of rough linen, tied with a wide leather belt at the waist. His body rises and falls powerfully to the rhythm of the muscular, glossy black steed he sits on, his hands gripping the reins, his posture poised and powerful. They are crossing a vast, parched Gobi desert, beneath cracked yellow earth and sparse, withered grass, their hooves kicking up clouds of dust. The slanting evening sun casts long shadows across the ground, the golden afterglow illuminating the silhouettes of a man and his horse. In the distance, the ochre-colored hills fade into blurred silhouettes as the horizon stretches. The dominant tones of the painting are ochre, dark brown, and faded sky blue. The stark contrast between light and shadow creates a desolate, lonely, and epic atmosphere of pristine history.",
+ "token_credit_reward": 9.1875,
+ "selected_reward": 9.1875,
+ "frame_importance": [
+ 0.24120976030826569,
+ 0.3228089511394501,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 tracking shot featuring a low side-angle view of a resolute Asian man galloping at speed through a vast desert landscape. The scene emphasizes a powerful, weathered figure on a dark steed, set against a dramatic desert backdrop with warm lighting and a sense of epic scale.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially during faster movement. There are occasional compression artifacts and mild color desaturation that reduce overall sharpness. Lighting remains generally consistent with warm desert tones, though some frames lack fine detail due to blur. Transitions between frames are reasonably smooth, but the overall crispness is not high.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video largely follows the described dynamic tracking shot, maintains a low side-angle perspective, and tracks the horse’s movement. The core elements—man on horse, galloping action, desert setting, and warm lighting—are well represented. Some minor deviations exist in exact facial expression details or precise hand positioning, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The horse’s anatomy and the rider’s posture appear plausible, and the galloping motion reads as believable. However, there are occasional subtle inconsistencies in limb articulation and timing that prevent perfect realism. Environmental interactions such as dust clouds and terrain feel coherent, supporting overall believability without breaking immersion.\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": 2.234375,
+ "TA": 3.796875,
+ "MQ": 3.171875,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic tracking shot featuring a low side-angle view of a resolute Asian man galloping at speed through a vast desert landscape. The scene emphasizes a powerful, weathered figure on a dark steed, set against a dramatic desert backdrop with warm lighting and a sense of epic scale.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur, especially during faster movement. There are occasional compression artifacts and mild color desaturation that reduce overall sharpness. Lighting remains generally consistent with warm desert tones, though some frames lack fine detail due to blur. Transitions between frames are reasonably smooth, but the overall crispness is not high.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video largely follows the described dynamic tracking shot, maintains a low side-angle perspective, and tracks the horse’s movement. The core elements—man on horse, galloping action, desert setting, and warm lighting—are well represented. Some minor deviations exist in exact facial expression details or precise hand positioning, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The horse’s anatomy and the rider’s posture appear plausible, and the galloping motion reads as believable. However, there are occasional subtle inconsistencies in limb articulation and timing that prevent perfect realism. Environmental interactions such as dust clouds and terrain feel coherent, supporting overall believability without breaking immersion.\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": "dynamic tracking shot, shot from a low side angle, the camera syncing with the horse, panning rapidly to the right, captures the majestic spectacle of a resolute Asian man galloping at full speed. His face is weathered, angular, his lips tightly pursed, and his piercing eyes fixed resolutely on the endless horizon. His long, dark hair dances wildly back in the wind, a few strands brushing against his bronzed cheeks. He wears a dark brown, cross-collared robe made of rough linen, tied with a wide leather belt at the waist. His body rises and falls powerfully to the rhythm of the muscular, glossy black steed he sits on, his hands gripping the reins, his posture poised and powerful. They are crossing a vast, parched Gobi desert, beneath cracked yellow earth and sparse, withered grass, their hooves kicking up clouds of dust. The slanting evening sun casts long shadows across the ground, the golden afterglow illuminating the silhouettes of a man and his horse. In the distance, the ochre-colored hills fade into blurred silhouettes as the horizon stretches. The dominant tones of the painting are ochre, dark brown, and faded sky blue. The stark contrast between light and shadow creates a desolate, lonely, and epic atmosphere of pristine history.",
+ "seed": 26045,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_0/index_9998_seed_26045_dp_1_rank_2_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.90625,
+ "video_score2_ta": 3.84375,
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+ "video_score2_overall": 10.0,
+ "avg": 9.984375,
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+ "question": "dynamic tracking shot, shot from a low side angle, the camera syncing with the horse, panning rapidly to the right, captures the majestic spectacle of a resolute Asian man galloping at full speed. His face is weathered, angular, his lips tightly pursed, and his piercing eyes fixed resolutely on the endless horizon. His long, dark hair dances wildly back in the wind, a few strands brushing against his bronzed cheeks. He wears a dark brown, cross-collared robe made of rough linen, tied with a wide leather belt at the waist. His body rises and falls powerfully to the rhythm of the muscular, glossy black steed he sits on, his hands gripping the reins, his posture poised and powerful. They are crossing a vast, parched Gobi desert, beneath cracked yellow earth and sparse, withered grass, their hooves kicking up clouds of dust. The slanting evening sun casts long shadows across the ground, the golden afterglow illuminating the silhouettes of a man and his horse. In the distance, the ochre-colored hills fade into blurred silhouettes as the horizon stretches. The dominant tones of the painting are ochre, dark brown, and faded sky blue. The stark contrast between light and shadow creates a desolate, lonely, and epic atmosphere of pristine history.",
+ "token_credit_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic tracking shot featuring a low side-angle view of a resolute Asian man galloping at speed through a vast desert landscape. The scene emphasizes a powerful, weathered figure on a dark steed, set against a dramatic desert backdrop with warm lighting and a sense of epic scale.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts that reduce fine detail. The sequence remains coherent, with stable lighting and color grading that aligns with the warm desert palette. There are no major distortions or abrupt frame-to-frame changes, though the image sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a low-angle tracking shot, a galloping figure on horseback, and a desert setting with warm, dramatic lighting. Some nuanced details—such as precise facial features and exact hand positioning—are not perfectly rendered due to resolution limits, but the main narrative and composition closely match the prompt.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The rider–horse interaction reads plausibly, with believable motion and proportions. However, minor inconsistencies in limb articulation and subtle dynamics prevent a higher level of realism, though there are no glaring physical implausibilities.\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3. The revised assessment reflects these values, acknowledging moderate visual fidelity, strong alignment to the prompt, and moderate 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": 2.90625,
+ "TA": 3.84375,
+ "MQ": 3.234375,
+ "Overall": 10.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic tracking shot featuring a low side-angle view of a resolute Asian man galloping at speed through a vast desert landscape. The scene emphasizes a powerful, weathered figure on a dark steed, set against a dramatic desert backdrop with warm lighting and a sense of epic scale.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts that reduce fine detail. The sequence remains coherent, with stable lighting and color grading that aligns with the warm desert palette. There are no major distortions or abrupt frame-to-frame changes, though the image sharpness could be improved.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a low-angle tracking shot, a galloping figure on horseback, and a desert setting with warm, dramatic lighting. Some nuanced details—such as precise facial features and exact hand positioning—are not perfectly rendered due to resolution limits, but the main narrative and composition closely match the prompt.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The rider–horse interaction reads plausibly, with believable motion and proportions. However, minor inconsistencies in limb articulation and subtle dynamics prevent a higher level of realism, though there are no glaring physical implausibilities.\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3. The revised assessment reflects these values, acknowledging moderate visual fidelity, strong alignment to the prompt, and moderate physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic tracking shot, shot from a low side angle, the camera syncing with the horse, panning rapidly to the right, captures the majestic spectacle of a resolute Asian man galloping at full speed. His face is weathered, angular, his lips tightly pursed, and his piercing eyes fixed resolutely on the endless horizon. His long, dark hair dances wildly back in the wind, a few strands brushing against his bronzed cheeks. He wears a dark brown, cross-collared robe made of rough linen, tied with a wide leather belt at the waist. His body rises and falls powerfully to the rhythm of the muscular, glossy black steed he sits on, his hands gripping the reins, his posture poised and powerful. They are crossing a vast, parched Gobi desert, beneath cracked yellow earth and sparse, withered grass, their hooves kicking up clouds of dust. The slanting evening sun casts long shadows across the ground, the golden afterglow illuminating the silhouettes of a man and his horse. In the distance, the ochre-colored hills fade into blurred silhouettes as the horizon stretches. The dominant tones of the painting are ochre, dark brown, and faded sky blue. The stark contrast between light and shadow creates a desolate, lonely, and epic atmosphere of pristine history.",
+ "seed": 26046,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_0/index_9998_seed_26046_dp_1_rank_2_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 0,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.65625,
+ "video_score2_ta": 3.65625,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.5,
+ "avg": 9.5,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "dynamic tracking shot, shot from a low side angle, the camera syncing with the horse, panning rapidly to the right, captures the majestic spectacle of a resolute Asian man galloping at full speed. His face is weathered, angular, his lips tightly pursed, and his piercing eyes fixed resolutely on the endless horizon. His long, dark hair dances wildly back in the wind, a few strands brushing against his bronzed cheeks. He wears a dark brown, cross-collared robe made of rough linen, tied with a wide leather belt at the waist. His body rises and falls powerfully to the rhythm of the muscular, glossy black steed he sits on, his hands gripping the reins, his posture poised and powerful. They are crossing a vast, parched Gobi desert, beneath cracked yellow earth and sparse, withered grass, their hooves kicking up clouds of dust. The slanting evening sun casts long shadows across the ground, the golden afterglow illuminating the silhouettes of a man and his horse. In the distance, the ochre-colored hills fade into blurred silhouettes as the horizon stretches. The dominant tones of the painting are ochre, dark brown, and faded sky blue. The stark contrast between light and shadow creates a desolate, lonely, and epic atmosphere of pristine history.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 tracking shot featuring a low side-angle view of a resolute Asian man galloping at speed through a vast desert landscape. The scene emphasizes a powerful, rhythmic motion, with the rider's posture and the horse's movement conveying endurance and determination. The setting includes a dramatic desert environment with warm lighting and a sense of epic 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 faster segments. The lighting remains warm and consistent, and color grading stays within the expected desert palette. There are no major distortions or artifacts, and transitions between frames are smooth. However, fine details are not consistently crisp, which lowers perceived sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a low side-angle tracking shot, a galloping figure, and a desert setting with warm lighting and expansive scenery. The mood and composition align well with the intended narrative. Some minor deviations exist in exact facial features and certain clothing details, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The motion of the horse and rider reads as plausible, and environmental cues support the scene. However, there are subtle inconsistencies in anatomy or interaction with the terrain that prevent a higher level of realism, though nothing breaks the overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.65625,
+ "TA": 3.65625,
+ "MQ": 3.1875,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic tracking shot featuring a low side-angle view of a resolute Asian man galloping at speed through a vast desert landscape. The scene emphasizes a powerful, rhythmic motion, with the rider's posture and the horse's movement conveying endurance and determination. The setting includes a dramatic desert environment with warm lighting and a sense of epic 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 faster segments. The lighting remains warm and consistent, and color grading stays within the expected desert palette. There are no major distortions or artifacts, and transitions between frames are smooth. However, fine details are not consistently crisp, which lowers perceived sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: a low side-angle tracking shot, a galloping figure, and a desert setting with warm lighting and expansive scenery. The mood and composition align well with the intended narrative. Some minor deviations exist in exact facial features and certain clothing details, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The motion of the horse and rider reads as plausible, and environmental cues support the scene. However, there are subtle inconsistencies in anatomy or interaction with the terrain that prevent a higher level of realism, though nothing breaks the overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_1/index_tensor([9915, 9915])_group_1_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_1/index_tensor([9915, 9915])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f67cf89273fd917f50238786d610b1ee09ebe9ec
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_1/index_tensor([9915, 9915])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "strikingly dynamic low-angle drone shot, flying at breakneck speed close to the ground, sweeps across a boundless golden wheat field. Illuminated by the warm, soft evening sunlight, the ripe, plump ears of wheat appear in varying shades of amber and honey. A strong breeze sweeps across the wheat field, as if caressed by an invisible hand, creating rhythmic waves of golden color from near to far. The setting sun frames each stalk with dazzling edges, and the tips of the ears gleam in the light, creating a continuous, surging sea of golden color. The camera's rapid movement transforms the wheat stalks in the foreground into flowing streaks of golden light, while the distant horizon remains steady beneath the vast azure sky. The entire scene is imbued with the joy of a bountiful harvest and the grandeur of nature, creating a grand atmosphere of freedom and vitality.",
+ "seed": 31057,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_1/index_9915_seed_31057_dp_2_rank_4_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 3.46875,
+ "video_score2_mq": 3.78125,
+ "video_score2_overall": 10.3125,
+ "avg": 10.3125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "strikingly dynamic low-angle drone shot, flying at breakneck speed close to the ground, sweeps across a boundless golden wheat field. Illuminated by the warm, soft evening sunlight, the ripe, plump ears of wheat appear in varying shades of amber and honey. A strong breeze sweeps across the wheat field, as if caressed by an invisible hand, creating rhythmic waves of golden color from near to far. The setting sun frames each stalk with dazzling edges, and the tips of the ears gleam in the light, creating a continuous, surging sea of golden color. The camera's rapid movement transforms the wheat stalks in the foreground into flowing streaks of golden light, while the distant horizon remains steady beneath the vast azure sky. The entire scene is imbued with the joy of a bountiful harvest and the grandeur of nature, creating a grand atmosphere of freedom and vitality.",
+ "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 strikingly dynamic low-angle drone shot, flying at breakneck speed close to the ground, sweeping across a boundless golden wheat field. Illuminated by warm, soft evening sunlight, the ripe, plump ears of wheat appear in varying shades of amber and honey. A strong breeze sweeps across the wheat field, as if caressed by an invisible hand, creating rhythmic waves of golden color from near to far. The setting sun frames each stalk with dazzling edges, and the tips of the ears gleam in the light, creating a continuous, surging sea of golden color. The camera's rapid movement transforms the wheat stalks in the foreground into flowing streaks of golden light, while the distant horizon remains steady beneath the vast azure sky. The entire scene is imbued with the joy of a bountiful harvest and the grandeur of nature, creating a grand atmosphere of freedom and vitality\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable motion blur consistent with a fast drone shot. Foreground detail is softened by the motion, yet the scene maintains coherent lighting and color balance. There are no major distortions or artifacts, and the sequence remains stable enough to convey the intended movement. The result is a convincing but not pristine visual presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle drone perspective, rapid ground-level movement, a golden wheat field, warm evening illumination, and visible stalks with amber hues. The dynamic motion and color palette align well with the description. Some finer details such as explicit sun-framing and the precise depiction of the sea of golden color are present but not emphasized, leaving minor gaps in perfect fidelity.\n\nPhysical Consistency Assessment:\nPhysical realism is solid (score 4). The motion dynamics, lighting, and interaction between the camera and the wheat field follow plausible physics. The motion blur corresponds to high-speed drone footage, and the scene maintains consistent scale and perspective without obvious inconsistencies.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 4\nDim-3 Physical Consistency: 4\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.0625,
+ "TA": 3.46875,
+ "MQ": 3.78125,
+ "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 strikingly dynamic low-angle drone shot, flying at breakneck speed close to the ground, sweeping across a boundless golden wheat field. Illuminated by warm, soft evening sunlight, the ripe, plump ears of wheat appear in varying shades of amber and honey. A strong breeze sweeps across the wheat field, as if caressed by an invisible hand, creating rhythmic waves of golden color from near to far. The setting sun frames each stalk with dazzling edges, and the tips of the ears gleam in the light, creating a continuous, surging sea of golden color. The camera's rapid movement transforms the wheat stalks in the foreground into flowing streaks of golden light, while the distant horizon remains steady beneath the vast azure sky. The entire scene is imbued with the joy of a bountiful harvest and the grandeur of nature, creating a grand atmosphere of freedom and vitality\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable motion blur consistent with a fast drone shot. Foreground detail is softened by the motion, yet the scene maintains coherent lighting and color balance. There are no major distortions or artifacts, and the sequence remains stable enough to convey the intended movement. The result is a convincing but not pristine visual presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle drone perspective, rapid ground-level movement, a golden wheat field, warm evening illumination, and visible stalks with amber hues. The dynamic motion and color palette align well with the description. Some finer details such as explicit sun-framing and the precise depiction of the sea of golden color are present but not emphasized, leaving minor gaps in perfect fidelity.\n\nPhysical Consistency Assessment:\nPhysical realism is solid (score 4). The motion dynamics, lighting, and interaction between the camera and the wheat field follow plausible physics. The motion blur corresponds to high-speed drone footage, and the scene maintains consistent scale and perspective without obvious inconsistencies.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 4\nDim-3 Physical Consistency: 4\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 31058,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_1/index_9915_seed_31058_dp_2_rank_4_sample_1_slot_1.mp4",
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+ "video_score2_ta": 3.703125,
+ "video_score2_mq": 3.6875,
+ "video_score2_overall": 10.5625,
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+ "question": "strikingly dynamic low-angle drone shot, flying at breakneck speed close to the ground, sweeps across a boundless golden wheat field. Illuminated by the warm, soft evening sunlight, the ripe, plump ears of wheat appear in varying shades of amber and honey. A strong breeze sweeps across the wheat field, as if caressed by an invisible hand, creating rhythmic waves of golden color from near to far. The setting sun frames each stalk with dazzling edges, and the tips of the ears gleam in the light, creating a continuous, surging sea of golden color. The camera's rapid movement transforms the wheat stalks in the foreground into flowing streaks of golden light, while the distant horizon remains steady beneath the vast azure sky. The entire scene is imbued with the joy of a bountiful harvest and the grandeur of nature, creating a grand atmosphere of freedom and vitality.",
+ "token_credit_reward": 10.5625,
+ "selected_reward": 10.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a strikingly dynamic low-angle drone shot, flying at breakneck speed close to the ground, sweeping across a boundless golden wheat field. Illuminated by warm, soft evening sunlight, the ripe, plump ears of wheat appear in varying shades of amber and honey. A strong breeze sweeps across the wheat field, as if caressed by an invisible hand, creating rhythmic waves of golden color from near to far. The setting sun frames each stalk with dazzling edges, and the tips of the ears gleam in the light, creating a continuous, surging sea of golden color. The camera's rapid movement transforms the wheat stalks in the foreground into flowing streaks of golden light, while the distant horizon remains steady beneath the vast azure sky. The entire scene is imbued with the joy of a bountiful harvest and the grandeur of nature, creating a grand atmosphere of freedom and vitality\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur that reduce fine detail in the wheat and sky. There are no major distortions or artifacts, and lighting remains warm and consistent, with stable color grading. The sequence conveys a cinematic feel, but sharpness and texture fidelity do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle, fast drone-like movement over a golden wheat field under warm evening light, with visible wind-driven motion and a sense of expansive space. The main deviation is the absence of pronounced sun-framing effects; otherwise, the scene closely follows the described dynamics and atmosphere.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is solid (score 4). The wind-induced wheat motion, lighting direction, and spatial relationships align with real-world expectations. No obvious physics violations are present, and the scene maintains coherent depth cues and motion behavior throughout.\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": 3.15625,
+ "TA": 3.703125,
+ "MQ": 3.6875,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a strikingly dynamic low-angle drone shot, flying at breakneck speed close to the ground, sweeping across a boundless golden wheat field. Illuminated by warm, soft evening sunlight, the ripe, plump ears of wheat appear in varying shades of amber and honey. A strong breeze sweeps across the wheat field, as if caressed by an invisible hand, creating rhythmic waves of golden color from near to far. The setting sun frames each stalk with dazzling edges, and the tips of the ears gleam in the light, creating a continuous, surging sea of golden color. The camera's rapid movement transforms the wheat stalks in the foreground into flowing streaks of golden light, while the distant horizon remains steady beneath the vast azure sky. The entire scene is imbued with the joy of a bountiful harvest and the grandeur of nature, creating a grand atmosphere of freedom and vitality\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur that reduce fine detail in the wheat and sky. There are no major distortions or artifacts, and lighting remains warm and consistent, with stable color grading. The sequence conveys a cinematic feel, but sharpness and texture fidelity do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle, fast drone-like movement over a golden wheat field under warm evening light, with visible wind-driven motion and a sense of expansive space. The main deviation is the absence of pronounced sun-framing effects; otherwise, the scene closely follows the described dynamics and atmosphere.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is solid (score 4). The wind-induced wheat motion, lighting direction, and spatial relationships align with real-world expectations. No obvious physics violations are present, and the scene maintains coherent depth cues and motion behavior throughout.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "strikingly dynamic low-angle drone shot, flying at breakneck speed close to the ground, sweeps across a boundless golden wheat field. Illuminated by the warm, soft evening sunlight, the ripe, plump ears of wheat appear in varying shades of amber and honey. A strong breeze sweeps across the wheat field, as if caressed by an invisible hand, creating rhythmic waves of golden color from near to far. The setting sun frames each stalk with dazzling edges, and the tips of the ears gleam in the light, creating a continuous, surging sea of golden color. The camera's rapid movement transforms the wheat stalks in the foreground into flowing streaks of golden light, while the distant horizon remains steady beneath the vast azure sky. The entire scene is imbued with the joy of a bountiful harvest and the grandeur of nature, creating a grand atmosphere of freedom and vitality.",
+ "seed": 31059,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_1/index_9915_seed_31059_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.140625,
+ "video_score2_ta": 3.484375,
+ "video_score2_mq": 3.765625,
+ "video_score2_overall": 10.375,
+ "avg": 10.390625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "strikingly dynamic low-angle drone shot, flying at breakneck speed close to the ground, sweeps across a boundless golden wheat field. Illuminated by the warm, soft evening sunlight, the ripe, plump ears of wheat appear in varying shades of amber and honey. A strong breeze sweeps across the wheat field, as if caressed by an invisible hand, creating rhythmic waves of golden color from near to far. The setting sun frames each stalk with dazzling edges, and the tips of the ears gleam in the light, creating a continuous, surging sea of golden color. The camera's rapid movement transforms the wheat stalks in the foreground into flowing streaks of golden light, while the distant horizon remains steady beneath the vast azure sky. The entire scene is imbued with the joy of a bountiful harvest and the grandeur of nature, creating a grand atmosphere of freedom and vitality.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a strikingly dynamic low-angle drone shot, flying at breakneck speed close to the ground, sweeping across a boundless golden wheat field. Illuminated by warm, soft evening sunlight, the ripe, plump ears of wheat appear in varying shades of amber and honey. A strong breeze sweeps across the wheat field, as if caressed by an invisible hand, creating rhythmic waves of golden color from near to far. The setting sun frames each stalk with dazzling edges, and the tips of the ears gleam in the light, creating a continuous, surging sea of golden color. The camera's rapid movement transforms the wheat stalks in the foreground into flowing streaks of golden light, while the distant horizon remains steady beneath the vast azure sky. The entire scene is imbued with the joy of a bountiful harvest and the grandeur of nature, creating a grand atmosphere of freedom and vitality\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and mild blur that reduce fine detail in both the wheat and the sky. There are no major distortions or artifacts, and lighting remains consistent across frames, with warm golden-hour tones contributing to a cohesive look. The sequence appears stable without obvious camera shake, though the lack of sharpness slightly diminishes perceived clarity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle, fast-moving drone-like perspective; a golden wheat field; warm evening illumination; visible variation in wheat coloration; and a sense of movement through the field. Some nuanced aspects—such as the precise depiction of wind-driven dynamics and the dramatic interplay of light on individual stalks—are present but not fully realized, leaving room for minor refinements. Nevertheless, the overall correspondence between description and visuals is solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: lighting, shadows, and perspective align with a low-altitude flight over a field, and the motion appears coherent. However, there are subtle inconsistencies in how wind effects and light interactions are rendered, which prevents a higher level of realism. Overall, the scene remains believable and coherent, but not perfectly physically exact.\n\n\n(1) visual quality: 3\n(2) 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": 3.484375,
+ "MQ": 3.765625,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a strikingly dynamic low-angle drone shot, flying at breakneck speed close to the ground, sweeping across a boundless golden wheat field. Illuminated by warm, soft evening sunlight, the ripe, plump ears of wheat appear in varying shades of amber and honey. A strong breeze sweeps across the wheat field, as if caressed by an invisible hand, creating rhythmic waves of golden color from near to far. The setting sun frames each stalk with dazzling edges, and the tips of the ears gleam in the light, creating a continuous, surging sea of golden color. The camera's rapid movement transforms the wheat stalks in the foreground into flowing streaks of golden light, while the distant horizon remains steady beneath the vast azure sky. The entire scene is imbued with the joy of a bountiful harvest and the grandeur of nature, creating a grand atmosphere of freedom and vitality\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and mild blur that reduce fine detail in both the wheat and the sky. There are no major distortions or artifacts, and lighting remains consistent across frames, with warm golden-hour tones contributing to a cohesive look. The sequence appears stable without obvious camera shake, though the lack of sharpness slightly diminishes perceived clarity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle, fast-moving drone-like perspective; a golden wheat field; warm evening illumination; visible variation in wheat coloration; and a sense of movement through the field. Some nuanced aspects—such as the precise depiction of wind-driven dynamics and the dramatic interplay of light on individual stalks—are present but not fully realized, leaving room for minor refinements. Nevertheless, the overall correspondence between description and visuals is solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: lighting, shadows, and perspective align with a low-altitude flight over a field, and the motion appears coherent. However, there are subtle inconsistencies in how wind effects and light interactions are rendered, which prevents a higher level of realism. Overall, the scene remains believable and coherent, but not perfectly physically exact.\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": 31060,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_1/index_9915_seed_31060_dp_3_rank_6_sample_3_slot_1.mp4",
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+ "question": "strikingly dynamic low-angle drone shot, flying at breakneck speed close to the ground, sweeps across a boundless golden wheat field. Illuminated by the warm, soft evening sunlight, the ripe, plump ears of wheat appear in varying shades of amber and honey. A strong breeze sweeps across the wheat field, as if caressed by an invisible hand, creating rhythmic waves of golden color from near to far. The setting sun frames each stalk with dazzling edges, and the tips of the ears gleam in the light, creating a continuous, surging sea of golden color. The camera's rapid movement transforms the wheat stalks in the foreground into flowing streaks of golden light, while the distant horizon remains steady beneath the vast azure sky. The entire scene is imbued with the joy of a bountiful harvest and the grandeur of nature, creating a grand atmosphere of freedom and vitality.",
+ "token_credit_reward": 10.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly dynamic low-angle drone shot, flying at breakneck speed close to the ground, sweeping across a boundless golden wheat field. Illuminated by warm, soft evening sunlight, the ripe, plump ears of wheat appear in varying shades of amber and honey. A strong breeze sweeps across the wheat field, as if caressed by an invisible hand, creating rhythmic waves of golden color from near to far. The setting sun frames each stalk with dazzling edges, and the tips of the ears gleam in the light, creating a continuous, surging sea of golden color. The camera's rapid movement transforms the wheat stalks in the foreground into flowing streaks of golden light, while the distant horizon remains steady beneath the vast azure sky. The entire scene is imbued with the joy of a bountiful harvest and the grandeur of nature, creating a grand atmosphere of freedom and vitality\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable motion blur consistent with a fast drone pass. The blur reduces fine detail in the wheat and creates streaking effects that feel intentional rather than artifacts. Brightness and contrast remain stable across frames, and there are no obvious distortions or abrupt frame-to-frame changes. The result is a cohesive look that prioritizes motion over sharpness, which aligns with a mid-range quality level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle drone-like perspective, rapid forward motion, a golden wheat field, warm evening lighting, and visible stalks with amber hues. The near-to-far progression and the sense of a rhythmic wheat movement are present. Some aspects—such as the exact framing of individual stalks with dramatic edge lighting and the precise portrayal of a continuous, surging sea of golden color—are not fully realized, but the main components and mood align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally behaves plausibly: wind-driven movement, consistent lighting, and coherent spatial relationships between foreground and background. There are minor inconsistencies in how some stalks bend or respond to wind and in the uniformity of motion across the field, but these do not severely undermine realism. Overall, the dynamics are believable and coherent, though not perfectly physically simulated.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.171875,
+ "TA": 3.1875,
+ "MQ": 3.78125,
+ "Overall": 10.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a strikingly dynamic low-angle drone shot, flying at breakneck speed close to the ground, sweeping across a boundless golden wheat field. Illuminated by warm, soft evening sunlight, the ripe, plump ears of wheat appear in varying shades of amber and honey. A strong breeze sweeps across the wheat field, as if caressed by an invisible hand, creating rhythmic waves of golden color from near to far. The setting sun frames each stalk with dazzling edges, and the tips of the ears gleam in the light, creating a continuous, surging sea of golden color. The camera's rapid movement transforms the wheat stalks in the foreground into flowing streaks of golden light, while the distant horizon remains steady beneath the vast azure sky. The entire scene is imbued with the joy of a bountiful harvest and the grandeur of nature, creating a grand atmosphere of freedom and vitality\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there is noticeable motion blur consistent with a fast drone pass. The blur reduces fine detail in the wheat and creates streaking effects that feel intentional rather than artifacts. Brightness and contrast remain stable across frames, and there are no obvious distortions or abrupt frame-to-frame changes. The result is a cohesive look that prioritizes motion over sharpness, which aligns with a mid-range quality level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle drone-like perspective, rapid forward motion, a golden wheat field, warm evening lighting, and visible stalks with amber hues. The near-to-far progression and the sense of a rhythmic wheat movement are present. Some aspects—such as the exact framing of individual stalks with dramatic edge lighting and the precise portrayal of a continuous, surging sea of golden color—are not fully realized, but the main components and mood align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally behaves plausibly: wind-driven movement, consistent lighting, and coherent spatial relationships between foreground and background. There are minor inconsistencies in how some stalks bend or respond to wind and in the uniformity of motion across the field, but these do not severely undermine realism. Overall, the dynamics are believable and coherent, though not perfectly physically simulated.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_10/index_tensor([1826, 1826])_group_10_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_10/index_tensor([1826, 1826])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..705945563cfee484940badda05d05c069a2bf6a5
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_10/index_tensor([1826, 1826])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 23916,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_10/index_1826_seed_23916_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": 3.234375,
+ "video_score2_ta": 2.34375,
+ "video_score2_mq": 3.703125,
+ "video_score2_overall": 9.25,
+ "avg": 9.28125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "wide shot, beginning from a slightly bird's-eye view and slowly advancing, reveals a vast, ring-shaped space station constructed of gunmetal-gray metal and off-white composite materials, silently and slowly rotating against the inky blackness of space. The station's surface is covered in a complex network of trusses, exposed pipes, and tiny attitude control thrusters. Distant, unfiltered sunlight streams directly from one side of the frame, casting sharp, contrasting, and deep shadows across the intricate structure. As the camera steadily pans forward, focus gradually settles on an astronaut in a bulky yet high-tech white EVA suit, securely fastened to the station's hull by magnetic boots. The suit's joints are reinforced, and several safety cables and functional harnesses connect it. A chest control panel flickers with faint indicators. His gold-plated helmet visor clearly reflects the blue and white marble of Earth in the distance, along with the dazzling, dense cluster of stars. An astronaut carefully performed an installation task. One heavily gloved hand steadily supported a brand-new, matte-silver, rectangular equipment module. With the other, he operated a futuristic handheld power tool, the tip of which emitted a soft blue glow as he tightened the mounting bolts. Each of his movements was incredibly slow, steady, and focused, imbued with professionalism. The entire scene, shrouded in absolute silence, was filled with an atmosphere of grandeur, loneliness, and intense focus, underscoring the awe of humanity performing precise tasks in the vastness of the universe.",
+ "token_credit_reward": 9.25,
+ "selected_reward": 9.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide shot starting from a slightly bird's-eye view of a vast, ring-shaped space station constructed of gunmetal-gray metal and off-white composite materials, rotating against the inky blackness of space. The station's surface features a complex network of trusses, exposed pipes, and tiny attitude control thrusters. Distant, unfiltered sunlight streams from one side, casting sharp, contrasting, and deep shadows across the intricate structure. The camera then pans forward to focus on an astronaut in a bulky yet high-tech white EVA suit, securely fastened to the station's hull by magnetic boots. The suit joints are reinforced, and several safety cables and functional harnesses connect it. A chest control panel flickers with faint indicators. The helmet visor reflects Earth and the starry sky. An astronaut performs an installation task, using a futuristic handheld power tool with a soft blue glow to tighten bolts while moving slowly and steadily.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The Earth backdrop, space setting, and lighting are convincing, and the astronaut and suit details are clear. However, there are occasional minor artifacts and slight inconsistencies in fine details that prevent a perfect top-tier score. Overall, Visual Quality is solid but not flawless (score 4).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt, including the space environment, the presence of an astronaut in a white suit, and the general activity of working in space. However, key aspects of the prompt are not realized: the ring-shaped space station and its detailed mechanical features are not visible, and the specific tool with a blue glow is not clearly depicted. The result is a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible space physics: the astronaut floats with appropriate gear, the space environment looks realistic, and the scale relationships feel credible. Some minor inconsistencies exist in fine-grained interactions or tool handling, but they do not break overall plausibility. The 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": 3.234375,
+ "TA": 2.34375,
+ "MQ": 3.703125,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide shot starting from a slightly bird's-eye view of a vast, ring-shaped space station constructed of gunmetal-gray metal and off-white composite materials, rotating against the inky blackness of space. The station's surface features a complex network of trusses, exposed pipes, and tiny attitude control thrusters. Distant, unfiltered sunlight streams from one side, casting sharp, contrasting, and deep shadows across the intricate structure. The camera then pans forward to focus on an astronaut in a bulky yet high-tech white EVA suit, securely fastened to the station's hull by magnetic boots. The suit joints are reinforced, and several safety cables and functional harnesses connect it. A chest control panel flickers with faint indicators. The helmet visor reflects Earth and the starry sky. An astronaut performs an installation task, using a futuristic handheld power tool with a soft blue glow to tighten bolts while moving slowly and steadily.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The Earth backdrop, space setting, and lighting are convincing, and the astronaut and suit details are clear. However, there are occasional minor artifacts and slight inconsistencies in fine details that prevent a perfect top-tier score. Overall, Visual Quality is solid but not flawless (score 4).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt, including the space environment, the presence of an astronaut in a white suit, and the general activity of working in space. However, key aspects of the prompt are not realized: the ring-shaped space station and its detailed mechanical features are not visible, and the specific tool with a blue glow is not clearly depicted. The result is a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible space physics: the astronaut floats with appropriate gear, the space environment looks realistic, and the scale relationships feel credible. Some minor inconsistencies exist in fine-grained interactions or tool handling, but they do not break overall plausibility. The 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"
+ ]
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+ {
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+ "seed": 23917,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_10/index_1826_seed_23917_dp_20_rank_40_sample_1_slot_1.mp4",
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+ "avg": 8.34375,
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+ "question": "wide shot, beginning from a slightly bird's-eye view and slowly advancing, reveals a vast, ring-shaped space station constructed of gunmetal-gray metal and off-white composite materials, silently and slowly rotating against the inky blackness of space. The station's surface is covered in a complex network of trusses, exposed pipes, and tiny attitude control thrusters. Distant, unfiltered sunlight streams directly from one side of the frame, casting sharp, contrasting, and deep shadows across the intricate structure. As the camera steadily pans forward, focus gradually settles on an astronaut in a bulky yet high-tech white EVA suit, securely fastened to the station's hull by magnetic boots. The suit's joints are reinforced, and several safety cables and functional harnesses connect it. A chest control panel flickers with faint indicators. His gold-plated helmet visor clearly reflects the blue and white marble of Earth in the distance, along with the dazzling, dense cluster of stars. An astronaut carefully performed an installation task. One heavily gloved hand steadily supported a brand-new, matte-silver, rectangular equipment module. With the other, he operated a futuristic handheld power tool, the tip of which emitted a soft blue glow as he tightened the mounting bolts. Each of his movements was incredibly slow, steady, and focused, imbued with professionalism. The entire scene, shrouded in absolute silence, was filled with an atmosphere of grandeur, loneliness, and intense focus, underscoring the awe of humanity performing precise tasks in the vastness of the universe.",
+ "token_credit_reward": 8.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide shot starting from a slightly bird's-eye view of a vast, ring-shaped space station constructed of gunmetal-gray metal and off-white composite materials, rotating against the darkness of space. The surface features a complex network of trusses, exposed pipes, and tiny attitude control thrusters. Distant, unfiltered sunlight streams from one side, casting sharp, contrasting shadows. The camera then focuses on an astronaut in a bulky white EVA suit, connected to the station by magnetic boots, with reinforced joints and safety cables. A chest control panel with indicators is visible, and the helmet visor reflects Earth and star fields. The astronaut performs an installation task with a blue-glowing tool while maintaining professional, deliberate movements in a silent, expansive setting.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally acceptable but not outstanding. The resolution is adequate and lighting remains coherent, with recognizable details in the spacesuit and surrounding structures. However, there are occasional minor artifacts or slight softness that prevent a higher-fidelity impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a wide-space setting, a prominent space station, and an astronaut in a white suit — and conveys a sense of scale and isolation. However, some specifics diverge: the exact ring-shaped configuration and the precise material palette are not consistently evident, and certain surface details are simplified. The alignment is fair but not exact, reflecting a moderate level of fidelity (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics and spatial relationships: the astronaut appears properly suited and positioned relative to the station, with believable lighting and shadows. Some fine-grained mechanical details and surface textures are underrepresented, but overall the interactions and proportions feel credible. This yields a moderate level of common-sense consistency (score 3).\n\nOverall assessment:\nThe video presents a balanced, mid-range depiction across all three dimensions, with no extreme failures but also no standout strengths.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.78125,
+ "TA": 2.53125,
+ "MQ": 3.03125,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide shot starting from a slightly bird's-eye view of a vast, ring-shaped space station constructed of gunmetal-gray metal and off-white composite materials, rotating against the darkness of space. The surface features a complex network of trusses, exposed pipes, and tiny attitude control thrusters. Distant, unfiltered sunlight streams from one side, casting sharp, contrasting shadows. The camera then focuses on an astronaut in a bulky white EVA suit, connected to the station by magnetic boots, with reinforced joints and safety cables. A chest control panel with indicators is visible, and the helmet visor reflects Earth and star fields. The astronaut performs an installation task with a blue-glowing tool while maintaining professional, deliberate movements in a silent, expansive setting.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally acceptable but not outstanding. The resolution is adequate and lighting remains coherent, with recognizable details in the spacesuit and surrounding structures. However, there are occasional minor artifacts or slight softness that prevent a higher-fidelity impression. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a wide-space setting, a prominent space station, and an astronaut in a white suit — and conveys a sense of scale and isolation. However, some specifics diverge: the exact ring-shaped configuration and the precise material palette are not consistently evident, and certain surface details are simplified. The alignment is fair but not exact, reflecting a moderate level of fidelity (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics and spatial relationships: the astronaut appears properly suited and positioned relative to the station, with believable lighting and shadows. Some fine-grained mechanical details and surface textures are underrepresented, but overall the interactions and proportions feel credible. This yields a moderate level of common-sense consistency (score 3).\n\nOverall assessment:\nThe video presents a balanced, mid-range depiction across all three dimensions, with no extreme failures but also no standout strengths.\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": 23918,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_10/index_1826_seed_23918_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": 3.21875,
+ "video_score2_ta": 2.765625,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.0,
+ "avg": 9.015625,
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+ "question": "wide shot, beginning from a slightly bird's-eye view and slowly advancing, reveals a vast, ring-shaped space station constructed of gunmetal-gray metal and off-white composite materials, silently and slowly rotating against the inky blackness of space. The station's surface is covered in a complex network of trusses, exposed pipes, and tiny attitude control thrusters. Distant, unfiltered sunlight streams directly from one side of the frame, casting sharp, contrasting, and deep shadows across the intricate structure. As the camera steadily pans forward, focus gradually settles on an astronaut in a bulky yet high-tech white EVA suit, securely fastened to the station's hull by magnetic boots. The suit's joints are reinforced, and several safety cables and functional harnesses connect it. A chest control panel flickers with faint indicators. His gold-plated helmet visor clearly reflects the blue and white marble of Earth in the distance, along with the dazzling, dense cluster of stars. An astronaut carefully performed an installation task. One heavily gloved hand steadily supported a brand-new, matte-silver, rectangular equipment module. With the other, he operated a futuristic handheld power tool, the tip of which emitted a soft blue glow as he tightened the mounting bolts. Each of his movements was incredibly slow, steady, and focused, imbued with professionalism. The entire scene, shrouded in absolute silence, was filled with an atmosphere of grandeur, loneliness, and intense focus, underscoring the awe of humanity performing precise tasks in the vastness of the universe.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide shot starting from a slightly bird's-eye view of a vast, ring-shaped space station constructed of gunmetal-gray metal and off-white composite materials, rotating against the inky blackness of space. The station's surface features a complex network of trusses, exposed pipes, and tiny attitude control thrusters. Distant, unfiltered sunlight streams from one side, casting sharp, contrasting shadows across the intricate structure. The camera then pans forward to focus on an astronaut in a bulky yet high-tech white EVA suit, securely fastened to the station's hull by magnetic boots. The suit joints are reinforced, and several safety cables and functional harnesses connect it. A chest control panel flickers with faint indicators. The helmet visor reflects Earth and the starry sky. An astronaut performs an installation task, using a futuristic handheld power tool with a blue glow to tighten bolts while moving slowly and steadily.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and lighting remains generally consistent, with recognizable details in both the space station and the astronaut. However, there are occasional minor artifacts and slight softness that prevent a higher-end impression. The space environment reads convincingly, though some distant elements show mild compression or noise. In sum, Visual Quality aligns with a moderate level (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core prompt elements, including a wide shot, a space setting, and an astronaut in a white suit. However, key aspects of the prompt are not fully realized: the distinctive ring-shaped architecture and the described dynamic camera movement are not clearly depicted, and the chest control panel and some fine-grained interactions are not consistently visible. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics and spatial relationships: the astronaut appears properly suited, the space environment behaves realistically, and lighting/shadows are coherent. Some details are simplified or not fully explicit, but there are no glaring 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": 3.21875,
+ "TA": 2.765625,
+ "MQ": 3.03125,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a wide shot starting from a slightly bird's-eye view of a vast, ring-shaped space station constructed of gunmetal-gray metal and off-white composite materials, rotating against the inky blackness of space. The station's surface features a complex network of trusses, exposed pipes, and tiny attitude control thrusters. Distant, unfiltered sunlight streams from one side, casting sharp, contrasting shadows across the intricate structure. The camera then pans forward to focus on an astronaut in a bulky yet high-tech white EVA suit, securely fastened to the station's hull by magnetic boots. The suit joints are reinforced, and several safety cables and functional harnesses connect it. A chest control panel flickers with faint indicators. The helmet visor reflects Earth and the starry sky. An astronaut performs an installation task, using a futuristic handheld power tool with a blue glow to tighten bolts while moving slowly and steadily.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and lighting remains generally consistent, with recognizable details in both the space station and the astronaut. However, there are occasional minor artifacts and slight softness that prevent a higher-end impression. The space environment reads convincingly, though some distant elements show mild compression or noise. In sum, Visual Quality aligns with a moderate level (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core prompt elements, including a wide shot, a space setting, and an astronaut in a white suit. However, key aspects of the prompt are not fully realized: the distinctive ring-shaped architecture and the described dynamic camera movement are not clearly depicted, and the chest control panel and some fine-grained interactions are not consistently visible. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics and spatial relationships: the astronaut appears properly suited, the space environment behaves realistically, and lighting/shadows are coherent. Some details are simplified or not fully explicit, but there are no glaring 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"
+ ]
+ },
+ {
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+ "seed": 23919,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_10/index_1826_seed_23919_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.328125,
+ "video_score2_ta": 1.90625,
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+ "video_score2_overall": 9.0,
+ "avg": 8.96875,
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+ "question": "wide shot, beginning from a slightly bird's-eye view and slowly advancing, reveals a vast, ring-shaped space station constructed of gunmetal-gray metal and off-white composite materials, silently and slowly rotating against the inky blackness of space. The station's surface is covered in a complex network of trusses, exposed pipes, and tiny attitude control thrusters. Distant, unfiltered sunlight streams directly from one side of the frame, casting sharp, contrasting, and deep shadows across the intricate structure. As the camera steadily pans forward, focus gradually settles on an astronaut in a bulky yet high-tech white EVA suit, securely fastened to the station's hull by magnetic boots. The suit's joints are reinforced, and several safety cables and functional harnesses connect it. A chest control panel flickers with faint indicators. His gold-plated helmet visor clearly reflects the blue and white marble of Earth in the distance, along with the dazzling, dense cluster of stars. An astronaut carefully performed an installation task. One heavily gloved hand steadily supported a brand-new, matte-silver, rectangular equipment module. With the other, he operated a futuristic handheld power tool, the tip of which emitted a soft blue glow as he tightened the mounting bolts. Each of his movements was incredibly slow, steady, and focused, imbued with professionalism. The entire scene, shrouded in absolute silence, was filled with an atmosphere of grandeur, loneliness, and intense focus, underscoring the awe of humanity performing precise tasks in the vastness of the universe.",
+ "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 wide shot starting from a slightly bird's-eye view of a vast, ring-shaped space station constructed of gunmetal-gray metal and off-white composite materials, rotating against the inky blackness of space. The station's surface features a complex network of trusses, exposed pipes, and tiny attitude control thrusters. Distant, unfiltered sunlight streams from one side, casting sharp, contrasting, and deep shadows across the intricate structure. The camera then pans forward to focus on an astronaut in a bulky yet high-tech white EVA suit, securely fastened to the station's hull by magnetic boots. The suit joints are reinforced, and several safety cables and functional harnesses connect it. A chest control panel flickers with faint indicators. The gold-plated helmet visor reflects the blue and white marble of Earth in the distance, along with the dazzling, dense cluster of stars. An astronaut carefully performs an installation task, using a brand-new, matte-silver rectangular equipment module while operating a futuristic handheld power tool that emits a soft blue glow as he tightens mounting bolts. The scene conveys a sense of grandeur, loneliness, and intense focus, emphasizing humanity performing precise tasks in the vastness of space.\n\nVisual Quality Assessment:\nThe frames show solid visual quality with clear rendering of the astronaut and space environment. The space backdrop, Earth, and space station elements are well defined, and lighting remains consistent across shots. There are no obvious artifacts or distortions, and the overall composition reads as professional. However, the sequence appears relatively static with limited motion between frames, giving a sense of a still image rather than dynamic movement. Overall, Visual Quality is strong but not exceptional (4/5).\n\nText-to-Video Alignment Assessment:\nThere is a notable misalignment between the prompt and what is depicted. The prompt calls for a wide shot of a large, rotating space station with a complex truss-and-pipe structure and a prominent focus on an astronaut performing an installation task with a glowing tool. In the actual frames, the scene centers on a single astronaut floating near a space station, with minimal emphasis on the described architectural details or the specific task sequence. The result is a substantial divergence from the requested narrative, yielding a low alignment score (2/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible space physics: the astronaut floats in microgravity, the space station components appear structurally coherent, and lighting/shadows align with a sunlit space setting. The overall spatial relationships and material cues feel believable within a space context. While the narrative content does not match the prompt, the physical and common-sense aspects remain sound, supporting a moderate level of consistency (3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.328125,
+ "TA": 1.90625,
+ "MQ": 3.734375,
+ "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 wide shot starting from a slightly bird's-eye view of a vast, ring-shaped space station constructed of gunmetal-gray metal and off-white composite materials, rotating against the inky blackness of space. The station's surface features a complex network of trusses, exposed pipes, and tiny attitude control thrusters. Distant, unfiltered sunlight streams from one side, casting sharp, contrasting, and deep shadows across the intricate structure. The camera then pans forward to focus on an astronaut in a bulky yet high-tech white EVA suit, securely fastened to the station's hull by magnetic boots. The suit joints are reinforced, and several safety cables and functional harnesses connect it. A chest control panel flickers with faint indicators. The gold-plated helmet visor reflects the blue and white marble of Earth in the distance, along with the dazzling, dense cluster of stars. An astronaut carefully performs an installation task, using a brand-new, matte-silver rectangular equipment module while operating a futuristic handheld power tool that emits a soft blue glow as he tightens mounting bolts. The scene conveys a sense of grandeur, loneliness, and intense focus, emphasizing humanity performing precise tasks in the vastness of space.\n\nVisual Quality Assessment:\nThe frames show solid visual quality with clear rendering of the astronaut and space environment. The space backdrop, Earth, and space station elements are well defined, and lighting remains consistent across shots. There are no obvious artifacts or distortions, and the overall composition reads as professional. However, the sequence appears relatively static with limited motion between frames, giving a sense of a still image rather than dynamic movement. Overall, Visual Quality is strong but not exceptional (4/5).\n\nText-to-Video Alignment Assessment:\nThere is a notable misalignment between the prompt and what is depicted. The prompt calls for a wide shot of a large, rotating space station with a complex truss-and-pipe structure and a prominent focus on an astronaut performing an installation task with a glowing tool. In the actual frames, the scene centers on a single astronaut floating near a space station, with minimal emphasis on the described architectural details or the specific task sequence. The result is a substantial divergence from the requested narrative, yielding a low alignment score (2/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible space physics: the astronaut floats in microgravity, the space station components appear structurally coherent, and lighting/shadows align with a sunlit space setting. The overall spatial relationships and material cues feel believable within a space context. While the narrative content does not match the prompt, the physical and common-sense aspects remain sound, supporting a moderate level of consistency (3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_11/index_tensor([1926, 1926])_group_11_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_11/index_tensor([1926, 1926])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..a8ecac9091a06fb8e2017870a6cf1a07547953dd
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_11/index_tensor([1926, 1926])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 1221,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_11/index_1926_seed_1221_dp_22_rank_44_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.3125,
+ "video_score2_ta": 3.296875,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 9.6875,
+ "avg": 9.6875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up shot from above captures the delicate, wrinkled hands of an elderly East Asian woman with wavy black and white hair. Set at dawn on a misty mountain, soft natural light filters through the dense fog, creating a calm yet dramatic atmosphere dominated by cool tones and smooth textures. She wears a light-colored shirt and a patterned silk scarf, the edge of which is visible in the frame. The camera gently pans as she gently places a simple, handleless white ceramic cup on the cool, smooth metal surface, her movements slow and deliberate. Releasing the cup, she places both hands steadily on the table, palms pressing against the metal, preparing to push herself up into a standing position. The entire process is captured with a quiet, contemplative grace amidst a swirling, ethereal mist.",
+ "token_credit_reward": 9.6875,
+ "selected_reward": 9.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up from above focusing on the hands of an elderly East Asian woman with wavy black-and-white hair, set at dawn on a misty mountain. Soft natural light filters through the dense fog, creating a calm yet dramatic atmosphere with cool tones and smooth textures. She wears a light-colored shirt and a patterned silk scarf, with the edge of the scarf visible. The camera gently pans as she places a simple, handleless white ceramic cup on a cool, smooth metal surface, her movements slow and deliberate. Releasing the cup, she places both hands steadily on the table, palms pressing against the metal, preparing to push herself up into a standing position. The scene should convey a quiet, contemplative grace amid swirling, ethereal mist.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the hands and cup, with natural lighting and atmospheric mist contributing to the mood. However, there are occasional minor inconsistencies in hand positioning and subtle motion artifacts that prevent a higher rating. The sequence remains coherent and readable, but 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 captures the essential elements: an elderly woman with wavy hair, dawn/mist setting, gentle handling of a white ceramic cup, and a calm, deliberate pace. Some details—such as the exact fabric texture of the scarf and precise timing of the release—are present but not perfectly matched, leaving room for minor deviations. The core narrative and mood align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The actions appear plausible and the interaction between hands, cup, and surface reads as believable. There are no glaring anatomical or physical implausibilities, though a few micro-motions and timing nuances could be refined to improve realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.3125,
+ "TA": 3.296875,
+ "MQ": 3.078125,
+ "Overall": 9.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up from above focusing on the hands of an elderly East Asian woman with wavy black-and-white hair, set at dawn on a misty mountain. Soft natural light filters through the dense fog, creating a calm yet dramatic atmosphere with cool tones and smooth textures. She wears a light-colored shirt and a patterned silk scarf, with the edge of the scarf visible. The camera gently pans as she places a simple, handleless white ceramic cup on a cool, smooth metal surface, her movements slow and deliberate. Releasing the cup, she places both hands steadily on the table, palms pressing against the metal, preparing to push herself up into a standing position. The scene should convey a quiet, contemplative grace amid swirling, ethereal mist.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the hands and cup, with natural lighting and atmospheric mist contributing to the mood. However, there are occasional minor inconsistencies in hand positioning and subtle motion artifacts that prevent a higher rating. The sequence remains coherent and readable, but 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 captures the essential elements: an elderly woman with wavy hair, dawn/mist setting, gentle handling of a white ceramic cup, and a calm, deliberate pace. Some details—such as the exact fabric texture of the scarf and precise timing of the release—are present but not perfectly matched, leaving room for minor deviations. The core narrative and mood align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The actions appear plausible and the interaction between hands, cup, and surface reads as believable. There are no glaring anatomical or physical implausibilities, though a few micro-motions and timing nuances could be refined to improve realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up shot from above captures the delicate, wrinkled hands of an elderly East Asian woman with wavy black and white hair. Set at dawn on a misty mountain, soft natural light filters through the dense fog, creating a calm yet dramatic atmosphere dominated by cool tones and smooth textures. She wears a light-colored shirt and a patterned silk scarf, the edge of which is visible in the frame. The camera gently pans as she gently places a simple, handleless white ceramic cup on the cool, smooth metal surface, her movements slow and deliberate. Releasing the cup, she places both hands steadily on the table, palms pressing against the metal, preparing to push herself up into a standing position. The entire process is captured with a quiet, contemplative grace amidst a swirling, ethereal mist.",
+ "seed": 1222,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_11/index_1926_seed_1222_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": 3.453125,
+ "video_score2_ta": 3.40625,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 10.0625,
+ "avg": 10.0625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up shot from above captures the delicate, wrinkled hands of an elderly East Asian woman with wavy black and white hair. Set at dawn on a misty mountain, soft natural light filters through the dense fog, creating a calm yet dramatic atmosphere dominated by cool tones and smooth textures. She wears a light-colored shirt and a patterned silk scarf, the edge of which is visible in the frame. The camera gently pans as she gently places a simple, handleless white ceramic cup on the cool, smooth metal surface, her movements slow and deliberate. Releasing the cup, she places both hands steadily on the table, palms pressing against the metal, preparing to push herself up into a standing position. The entire process is captured with a quiet, contemplative grace amidst a swirling, ethereal mist.",
+ "token_credit_reward": 10.0625,
+ "selected_reward": 10.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up from above focusing on the hands of an elderly East Asian woman with wavy black-and-white hair, set at dawn on a misty mountain. Soft natural light filters through the dense fog, creating a calm yet dramatic atmosphere with cool tones and smooth textures. She wears a light-colored shirt and a patterned silk scarf, with the edge of the scarf visible. The camera gently pans as she places a simple, handleless white ceramic cup on a cool, smooth metal surface, then releases it and places both hands on the table before pushing herself up. The scene should convey a quiet, contemplative grace amid swirling, ethereal mist.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur that may be intentional to match the misty setting. There are no major distortions or artifacts, and lighting remains consistent across shots. The depth-of-field effect appears natural, with the background gently blurred while keeping the hands in focus. Transitions between frames are smooth, contributing to a cohesive look. In sum, the video presents a solid but not exceptional level of visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: an elderly woman with wavy hair, wearing a light shirt and a patterned scarf, in a misty mountain environment with soft, filtered light. The close-up framing emphasizes the hands and the cup placement, and the sequence progresses with the cup being placed, then released, and hands resting on the table. The mood conveys a quiet, contemplative grace. A few minor deviations exist, such as slight variations in hand positioning and the exact timing of the release, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The actions follow plausible human motion and object interaction, with believable weight transfer and contact dynamics. There are small inconsistencies in finger articulation and the precise moment of releasing the cup, but they remain within acceptable bounds and do not undermine overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.40625,
+ "MQ": 3.203125,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up from above focusing on the hands of an elderly East Asian woman with wavy black-and-white hair, set at dawn on a misty mountain. Soft natural light filters through the dense fog, creating a calm yet dramatic atmosphere with cool tones and smooth textures. She wears a light-colored shirt and a patterned silk scarf, with the edge of the scarf visible. The camera gently pans as she places a simple, handleless white ceramic cup on a cool, smooth metal surface, then releases it and places both hands on the table before pushing herself up. The scene should convey a quiet, contemplative grace amid swirling, ethereal mist.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution with some softness and mild blur that may be intentional to match the misty setting. There are no major distortions or artifacts, and lighting remains consistent across shots. The depth-of-field effect appears natural, with the background gently blurred while keeping the hands in focus. Transitions between frames are smooth, contributing to a cohesive look. In sum, the video presents a solid but not exceptional level of visual fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: an elderly woman with wavy hair, wearing a light shirt and a patterned scarf, in a misty mountain environment with soft, filtered light. The close-up framing emphasizes the hands and the cup placement, and the sequence progresses with the cup being placed, then released, and hands resting on the table. The mood conveys a quiet, contemplative grace. A few minor deviations exist, such as slight variations in hand positioning and the exact timing of the release, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The actions follow plausible human motion and object interaction, with believable weight transfer and contact dynamics. There are small inconsistencies in finger articulation and the precise moment of releasing the cup, but they remain within acceptable bounds and do not undermine overall realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up shot from above captures the delicate, wrinkled hands of an elderly East Asian woman with wavy black and white hair. Set at dawn on a misty mountain, soft natural light filters through the dense fog, creating a calm yet dramatic atmosphere dominated by cool tones and smooth textures. She wears a light-colored shirt and a patterned silk scarf, the edge of which is visible in the frame. The camera gently pans as she gently places a simple, handleless white ceramic cup on the cool, smooth metal surface, her movements slow and deliberate. Releasing the cup, she places both hands steadily on the table, palms pressing against the metal, preparing to push herself up into a standing position. The entire process is captured with a quiet, contemplative grace amidst a swirling, ethereal mist.",
+ "seed": 1223,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_11/index_1926_seed_1223_dp_23_rank_46_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.78125,
+ "video_score2_ta": 2.84375,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 8.75,
+ "avg": 8.71875,
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up shot from above captures the delicate, wrinkled hands of an elderly East Asian woman with wavy black and white hair. Set at dawn on a misty mountain, soft natural light filters through the dense fog, creating a calm yet dramatic atmosphere dominated by cool tones and smooth textures. She wears a light-colored shirt and a patterned silk scarf, the edge of which is visible in the frame. The camera gently pans as she gently places a simple, handleless white ceramic cup on the cool, smooth metal surface, her movements slow and deliberate. Releasing the cup, she places both hands steadily on the table, palms pressing against the metal, preparing to push herself up into a standing position. The entire process is captured with a quiet, contemplative grace amidst a swirling, ethereal mist.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up from above focusing on the hands of an elderly East Asian woman with wavy black-and-white hair, set at dawn on a misty mountain. Soft natural light filters through the dense fog, creating a calm yet dramatic atmosphere with cool tones and smooth textures. She wears a light-colored shirt and a patterned silk scarf, with the edge of the scarf visible. The camera gently pans as she places a simple, handleless white ceramic cup on a cool, smooth metal surface, with slow, deliberate movements. Releasing the cup, she places both hands steadily on the table, palms pressing against the metal, preparing to push herself up into a standing position. The scene should convey a quiet, contemplative grace amid swirling, ethereal mist.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the background and around fine details such as the hands and cup edges. There are occasional minor artifacts and slight color/contrast inconsistencies across frames. The depth-of-field effect is present but not perfectly controlled, contributing to a slightly hazy look that reduces crispness. Lighting remains generally natural and consistent, though it does not achieve high-fidelity rendering. In sum, the video communicates the intended mood and setting, but sharpness and fine-detail fidelity are only average.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: an elderly woman with wavy black-and-white hair, wearing a light-colored shirt and a patterned scarf, and a white ceramic cup placed on a smooth metal surface. The scene conveys a dawn-mist ambiance with soft lighting and a gentle, contemplative pace. Some aspects—such as the exact hand positioning and the precise interaction with the cup—are not perfectly matched, but they do not significantly detract from the overall alignment. The ethereal mist and the calm atmosphere are well represented, supporting a high level of fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The actions appear plausible and coherent within the scene, with no obvious violations of basic physics or anatomy. However, there are minor inconsistencies in hand articulation and the timing of the cup placement relative to the body posture, which prevent a perfect match to real-world expectations. Overall, the sequence remains believable and consistent with the described scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.78125,
+ "TA": 2.84375,
+ "MQ": 3.09375,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up from above focusing on the hands of an elderly East Asian woman with wavy black-and-white hair, set at dawn on a misty mountain. Soft natural light filters through the dense fog, creating a calm yet dramatic atmosphere with cool tones and smooth textures. She wears a light-colored shirt and a patterned silk scarf, with the edge of the scarf visible. The camera gently pans as she places a simple, handleless white ceramic cup on a cool, smooth metal surface, with slow, deliberate movements. Releasing the cup, she places both hands steadily on the table, palms pressing against the metal, preparing to push herself up into a standing position. The scene should convey a quiet, contemplative grace amid swirling, ethereal mist.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially in the background and around fine details such as the hands and cup edges. There are occasional minor artifacts and slight color/contrast inconsistencies across frames. The depth-of-field effect is present but not perfectly controlled, contributing to a slightly hazy look that reduces crispness. Lighting remains generally natural and consistent, though it does not achieve high-fidelity rendering. In sum, the video communicates the intended mood and setting, but sharpness and fine-detail fidelity are only average.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: an elderly woman with wavy black-and-white hair, wearing a light-colored shirt and a patterned scarf, and a white ceramic cup placed on a smooth metal surface. The scene conveys a dawn-mist ambiance with soft lighting and a gentle, contemplative pace. Some aspects—such as the exact hand positioning and the precise interaction with the cup—are not perfectly matched, but they do not significantly detract from the overall alignment. The ethereal mist and the calm atmosphere are well represented, supporting a high level of fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The actions appear plausible and coherent within the scene, with no obvious violations of basic physics or anatomy. However, there are minor inconsistencies in hand articulation and the timing of the cup placement relative to the body posture, which prevent a perfect match to real-world expectations. Overall, the sequence remains believable and consistent with the described scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up shot from above captures the delicate, wrinkled hands of an elderly East Asian woman with wavy black and white hair. Set at dawn on a misty mountain, soft natural light filters through the dense fog, creating a calm yet dramatic atmosphere dominated by cool tones and smooth textures. She wears a light-colored shirt and a patterned silk scarf, the edge of which is visible in the frame. The camera gently pans as she gently places a simple, handleless white ceramic cup on the cool, smooth metal surface, her movements slow and deliberate. Releasing the cup, she places both hands steadily on the table, palms pressing against the metal, preparing to push herself up into a standing position. The entire process is captured with a quiet, contemplative grace amidst a swirling, ethereal mist.",
+ "seed": 1224,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_11/index_1926_seed_1224_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": 2.359375,
+ "video_score2_ta": 2.828125,
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+ "credit_map_shape": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me 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 from above focusing on the hands of an elderly East Asian woman with wavy black-and-white hair, set at dawn on a misty mountain. Soft natural light filters through the dense fog, creating a calm yet dramatic atmosphere with cool tones and smooth textures. She wears a light-colored shirt and a patterned silk scarf, with the edge of the scarf visible. The camera gently pans as she places a simple, handleless white ceramic cup on a cool, smooth metal surface, then releases it and places both hands on the table before pushing herself up. The scene should convey a quiet, contemplative grace amid swirling, ethereal mist.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some motion blur, especially during hand movements. There are occasional artifacts and slight inconsistencies in sharpness across frames, and the mist/fog effects contribute to a hazy look that reduces fine detail. Lighting remains warm and atmospheric, but the combination of blur and softness limits crispness and texture visibility. The sequence remains coherent, though not exceptionally sharp or precise.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the close-up framing, the presence of hands, the white ceramic cup, and the gentle interaction with the surface. However, several prompt details are not clearly realized: the East Asian ethnicity and the wavy black-and-white hair are not discernible; the dawn setting and the specific attire (light shirt and patterned silk scarf) are not clearly visible; the camera pan and the full sequence of pushing herself up are not fully demonstrated. The misty atmosphere is present, but the overall alignment is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The hand interactions with the cup and the surface appear plausible, and the mist behaves in a believable manner. Yet there are minor inconsistencies in depth cues and timing of motions that prevent a higher level of realism. Overall, the scene maintains basic physical plausibility without strong deviations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.359375,
+ "TA": 2.828125,
+ "MQ": 2.859375,
+ "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 an extreme close-up from above focusing on the hands of an elderly East Asian woman with wavy black-and-white hair, set at dawn on a misty mountain. Soft natural light filters through the dense fog, creating a calm yet dramatic atmosphere with cool tones and smooth textures. She wears a light-colored shirt and a patterned silk scarf, with the edge of the scarf visible. The camera gently pans as she places a simple, handleless white ceramic cup on a cool, smooth metal surface, then releases it and places both hands on the table before pushing herself up. The scene should convey a quiet, contemplative grace amid swirling, ethereal mist.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some motion blur, especially during hand movements. There are occasional artifacts and slight inconsistencies in sharpness across frames, and the mist/fog effects contribute to a hazy look that reduces fine detail. Lighting remains warm and atmospheric, but the combination of blur and softness limits crispness and texture visibility. The sequence remains coherent, though not exceptionally sharp or precise.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the close-up framing, the presence of hands, the white ceramic cup, and the gentle interaction with the surface. However, several prompt details are not clearly realized: the East Asian ethnicity and the wavy black-and-white hair are not discernible; the dawn setting and the specific attire (light shirt and patterned silk scarf) are not clearly visible; the camera pan and the full sequence of pushing herself up are not fully demonstrated. The misty atmosphere is present, but the overall alignment is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The hand interactions with the cup and the surface appear plausible, and the mist behaves in a believable manner. Yet there are minor inconsistencies in depth cues and timing of motions that prevent a higher level of realism. Overall, the scene maintains basic physical plausibility without strong deviations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_12/index_tensor([5645, 5645])_group_12_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_12/index_tensor([5645, 5645])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2c8de47437f3cfc238c8f9b2850e8e954471e73
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_12/index_tensor([5645, 5645])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "stunning, close-up, static shot, focused at eye level, captures a furry orange cat yawning sleepily. A ray of warm afternoon sunlight slants through from the side, casting a soft golden halo on its soft, fluffy ginger fur, each strand streaked with light cream, adding depth to its individual hairs. At the apex of its yawn, its mouth opens wide, revealing small, sharp white teeth and a pink tongue, its upward-curled tongue clearly displaying its tiny barbs. Its eyes are tightly closed into a straight line in intense sleepiness, and its whiskers stretch to the sides as its facial muscles stretch. The background is completely blurred, creating a soft bokeh effect, suggesting a cozy interior. This slow, satisfying movement, combined with warm tones and soft light and shadow, creates an atmosphere of tranquility, comfort, and profoundly soothing laziness.",
+ "seed": 29952,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_12/index_5645_seed_29952_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": 3.703125,
+ "video_score2_ta": 4.0625,
+ "video_score2_mq": 4.0,
+ "video_score2_overall": 11.75,
+ "avg": 11.765625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "stunning, close-up, static shot, focused at eye level, captures a furry orange cat yawning sleepily. A ray of warm afternoon sunlight slants through from the side, casting a soft golden halo on its soft, fluffy ginger fur, each strand streaked with light cream, adding depth to its individual hairs. At the apex of its yawn, its mouth opens wide, revealing small, sharp white teeth and a pink tongue, its upward-curled tongue clearly displaying its tiny barbs. Its eyes are tightly closed into a straight line in intense sleepiness, and its whiskers stretch to the sides as its facial muscles stretch. The background is completely blurred, creating a soft bokeh effect, suggesting a cozy interior. This slow, satisfying movement, combined with warm tones and soft light and shadow, creates an atmosphere of tranquility, comfort, and profoundly soothing laziness.",
+ "token_credit_reward": 11.75,
+ "selected_reward": 11.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a stunning, close-up, static shot of a fuzzy orange cat yawning sleepily, with warm afternoon sunlight casting a soft golden halo on the fur, each hair streaked with light cream, and the mouth opening wide to reveal small, sharp white teeth and a pink tongue. The eyes are tightly closed in a straight line, and the whiskers stretch to the sides as the facial muscles stretch. The background is completely blurred to create a soft bokeh effect, suggesting a cozy interior. The overall mood should be tranquil, comfortable, and profoundly soothing.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The cat remains clearly visible with good detail in fur texture and facial features, and the lighting is warm and generally consistent. The background blur and bokeh are present, contributing to the intended depth of field. However, there are occasional minor inconsistencies in color grading and slight exposure variation between frames, which prevents a perfect top-tier score. Overall, Visual Quality is strong and coherent, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video largely satisfies the prompt elements: close-up, static framing; orange cat; yawning with mouth open; warm sunlight; soft golden halo; fur texture with subtle highlights; eyes nearly closed; whiskers extended; background blur; cozy interior feel. The alignment is strong and faithful overall, though a few very specific details (such as exact timing of the yawn or micro-details of the tongue) may vary slightly, preventing a perfect match. This corresponds to a high-but-not-perfect alignment score of 4.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible feline anatomy and behavior, with natural-looking facial expression during a yawn and coherent lighting/shadows. There are no obvious anatomical or physical inconsistencies. Minor deviations in micro-expressions or timing exist but do not undermine overall realism, 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": 3.703125,
+ "TA": 4.0625,
+ "MQ": 4.0,
+ "Overall": 11.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a stunning, close-up, static shot of a fuzzy orange cat yawning sleepily, with warm afternoon sunlight casting a soft golden halo on the fur, each hair streaked with light cream, and the mouth opening wide to reveal small, sharp white teeth and a pink tongue. The eyes are tightly closed in a straight line, and the whiskers stretch to the sides as the facial muscles stretch. The background is completely blurred to create a soft bokeh effect, suggesting a cozy interior. The overall mood should be tranquil, comfortable, and profoundly soothing.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not flawless. The cat remains clearly visible with good detail in fur texture and facial features, and the lighting is warm and generally consistent. The background blur and bokeh are present, contributing to the intended depth of field. However, there are occasional minor inconsistencies in color grading and slight exposure variation between frames, which prevents a perfect top-tier score. Overall, Visual Quality is strong and coherent, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video largely satisfies the prompt elements: close-up, static framing; orange cat; yawning with mouth open; warm sunlight; soft golden halo; fur texture with subtle highlights; eyes nearly closed; whiskers extended; background blur; cozy interior feel. The alignment is strong and faithful overall, though a few very specific details (such as exact timing of the yawn or micro-details of the tongue) may vary slightly, preventing a perfect match. This corresponds to a high-but-not-perfect alignment score of 4.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible feline anatomy and behavior, with natural-looking facial expression during a yawn and coherent lighting/shadows. There are no obvious anatomical or physical inconsistencies. Minor deviations in micro-expressions or timing exist but do not undermine overall realism, 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": "stunning, close-up, static shot, focused at eye level, captures a furry orange cat yawning sleepily. A ray of warm afternoon sunlight slants through from the side, casting a soft golden halo on its soft, fluffy ginger fur, each strand streaked with light cream, adding depth to its individual hairs. At the apex of its yawn, its mouth opens wide, revealing small, sharp white teeth and a pink tongue, its upward-curled tongue clearly displaying its tiny barbs. Its eyes are tightly closed into a straight line in intense sleepiness, and its whiskers stretch to the sides as its facial muscles stretch. The background is completely blurred, creating a soft bokeh effect, suggesting a cozy interior. This slow, satisfying movement, combined with warm tones and soft light and shadow, creates an atmosphere of tranquility, comfort, and profoundly soothing laziness.",
+ "seed": 29953,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_12/index_5645_seed_29953_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": 3.515625,
+ "video_score2_ta": 3.734375,
+ "video_score2_mq": 3.5,
+ "video_score2_overall": 10.75,
+ "avg": 10.75,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "stunning, close-up, static shot, focused at eye level, captures a furry orange cat yawning sleepily. A ray of warm afternoon sunlight slants through from the side, casting a soft golden halo on its soft, fluffy ginger fur, each strand streaked with light cream, adding depth to its individual hairs. At the apex of its yawn, its mouth opens wide, revealing small, sharp white teeth and a pink tongue, its upward-curled tongue clearly displaying its tiny barbs. Its eyes are tightly closed into a straight line in intense sleepiness, and its whiskers stretch to the sides as its facial muscles stretch. The background is completely blurred, creating a soft bokeh effect, suggesting a cozy interior. This slow, satisfying movement, combined with warm tones and soft light and shadow, creates an atmosphere of tranquility, comfort, and profoundly soothing laziness.",
+ "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 stunning, close-up, static shot of a fuzzy orange cat yawning sleepily, with warm afternoon sunlight slanting through from the side, casting a soft golden halo on the fur, and a background that is completely blurred to create a tranquil indoor atmosphere. The video largely adheres to these elements, though there are minor deviations in lighting emphasis and the exact timing of the yawn.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but they do not reach high-end sharpness or ultra-fine detail. There are no obvious artifacts, yet the image quality does not feel exceptional, aligning with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). All major elements are present: close-up, static framing, eye-level perspective, orange cat, yawning action, warm sunlight, soft golden halo, and a blurred background. Minor differences exist in the precise timing of the yawn and in the intensity of the lighting, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical realism and common-sense consistency are solid (score 4). The cat’s anatomy, fur texture, and lighting interactions read as believable, with only very subtle deviations that do not undermine overall realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.515625,
+ "TA": 3.734375,
+ "MQ": 3.5,
+ "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 stunning, close-up, static shot of a fuzzy orange cat yawning sleepily, with warm afternoon sunlight slanting through from the side, casting a soft golden halo on the fur, and a background that is completely blurred to create a tranquil indoor atmosphere. The video largely adheres to these elements, though there are minor deviations in lighting emphasis and the exact timing of the yawn.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but they do not reach high-end sharpness or ultra-fine detail. There are no obvious artifacts, yet the image quality does not feel exceptional, aligning with a mid-range assessment.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). All major elements are present: close-up, static framing, eye-level perspective, orange cat, yawning action, warm sunlight, soft golden halo, and a blurred background. Minor differences exist in the precise timing of the yawn and in the intensity of the lighting, but these do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical realism and common-sense consistency are solid (score 4). The cat’s anatomy, fur texture, and lighting interactions read as believable, with only very subtle deviations that do not undermine overall realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "stunning, close-up, static shot, focused at eye level, captures a furry orange cat yawning sleepily. A ray of warm afternoon sunlight slants through from the side, casting a soft golden halo on its soft, fluffy ginger fur, each strand streaked with light cream, adding depth to its individual hairs. At the apex of its yawn, its mouth opens wide, revealing small, sharp white teeth and a pink tongue, its upward-curled tongue clearly displaying its tiny barbs. Its eyes are tightly closed into a straight line in intense sleepiness, and its whiskers stretch to the sides as its facial muscles stretch. The background is completely blurred, creating a soft bokeh effect, suggesting a cozy interior. This slow, satisfying movement, combined with warm tones and soft light and shadow, creates an atmosphere of tranquility, comfort, and profoundly soothing laziness.",
+ "seed": 29954,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_12/index_5645_seed_29954_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": 3.78125,
+ "video_score2_ta": 4.0,
+ "video_score2_mq": 4.03125,
+ "video_score2_overall": 11.8125,
+ "avg": 11.8125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "stunning, close-up, static shot, focused at eye level, captures a furry orange cat yawning sleepily. A ray of warm afternoon sunlight slants through from the side, casting a soft golden halo on its soft, fluffy ginger fur, each strand streaked with light cream, adding depth to its individual hairs. At the apex of its yawn, its mouth opens wide, revealing small, sharp white teeth and a pink tongue, its upward-curled tongue clearly displaying its tiny barbs. Its eyes are tightly closed into a straight line in intense sleepiness, and its whiskers stretch to the sides as its facial muscles stretch. The background is completely blurred, creating a soft bokeh effect, suggesting a cozy interior. This slow, satisfying movement, combined with warm tones and soft light and shadow, creates an atmosphere of tranquility, comfort, and profoundly soothing laziness.",
+ "token_credit_reward": 11.8125,
+ "selected_reward": 11.8125,
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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 stunning, close-up, static shot of a fuzzy orange cat yawning sleepily, with warm afternoon sunlight slanting through from the side, casting a soft golden halo on the fur, and a background that is completely blurred to create a tranquil indoor atmosphere. The video largely adheres to these elements, but there are minor deviations in lighting emphasis and the exact timing of the yawn, which prevent a perfect match.\n\nVisual Quality Analysis:\nOverall, the visuals are solid. The cat remains clearly visible with good detail, and the fur texture reads well under warm lighting. The background blur and bokeh are convincing, and color grading yields a warm, cozy mood. However, the sequence feels relatively static across frames, with limited motion between frames, which slightly reduces perceived dynamism. No major artifacts or distortions are evident, so Visual Quality is strong but not flawless (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures the core prompt elements—close-up, static framing; orange cat; yawning expression; warm lighting; soft golden halo; and a blurred background. The alignment is generally faithful, though some nuances such as the precise timing of the yawn and the depth of the golden halo vary slightly. Overall, alignment is solid and consistent with a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene presents a plausible feline moment with believable anatomy and lighting. The cat’s posture and the warm indoor ambiance align with common-sense expectations. There are no obvious inconsistencies, and the overall realism is high, though not perfect, justifying a score of 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
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+ "TA": 4.0,
+ "MQ": 4.03125,
+ "Overall": 11.8125
+ }
+ }
+ ],
+ "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 stunning, close-up, static shot of a fuzzy orange cat yawning sleepily, with warm afternoon sunlight slanting through from the side, casting a soft golden halo on the fur, and a background that is completely blurred to create a tranquil indoor atmosphere. The video largely adheres to these elements, but there are minor deviations in lighting emphasis and the exact timing of the yawn, which prevent a perfect match.\n\nVisual Quality Analysis:\nOverall, the visuals are solid. The cat remains clearly visible with good detail, and the fur texture reads well under warm lighting. The background blur and bokeh are convincing, and color grading yields a warm, cozy mood. However, the sequence feels relatively static across frames, with limited motion between frames, which slightly reduces perceived dynamism. No major artifacts or distortions are evident, so Visual Quality is strong but not flawless (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures the core prompt elements—close-up, static framing; orange cat; yawning expression; warm lighting; soft golden halo; and a blurred background. The alignment is generally faithful, though some nuances such as the precise timing of the yawn and the depth of the golden halo vary slightly. Overall, alignment is solid and consistent with a score of 4.\n\nPhysical/Common-sense Consistency:\nThe scene presents a plausible feline moment with believable anatomy and lighting. The cat’s posture and the warm indoor ambiance align with common-sense expectations. There are no obvious inconsistencies, and the overall realism is high, though not perfect, justifying a score of 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 29955,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_12/index_5645_seed_29955_dp_25_rank_50_sample_3_slot_1.mp4",
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.8125,
+ "video_score2_ta": 3.734375,
+ "video_score2_mq": 3.46875,
+ "video_score2_overall": 11.0,
+ "avg": 11.015625,
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+ "question": "stunning, close-up, static shot, focused at eye level, captures a furry orange cat yawning sleepily. A ray of warm afternoon sunlight slants through from the side, casting a soft golden halo on its soft, fluffy ginger fur, each strand streaked with light cream, adding depth to its individual hairs. At the apex of its yawn, its mouth opens wide, revealing small, sharp white teeth and a pink tongue, its upward-curled tongue clearly displaying its tiny barbs. Its eyes are tightly closed into a straight line in intense sleepiness, and its whiskers stretch to the sides as its facial muscles stretch. The background is completely blurred, creating a soft bokeh effect, suggesting a cozy interior. This slow, satisfying movement, combined with warm tones and soft light and shadow, creates an atmosphere of tranquility, comfort, and profoundly soothing laziness.",
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+ "credit_map_shape": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a stunning, close-up, static shot of a fuzzy orange cat yawning sleepily, with warm afternoon sunlight slanting through from the side, casting a soft golden halo on the fur, and a background that is completely blurred to create a tranquil indoor atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are minor issues that prevent a higher rating: occasional slight softness in fine details, subtle color grading inconsistencies, and very limited motion between frames, giving a near-static feel rather than a fully dynamic sequence. No major artifacts or distortions are evident, and the bokeh/background blur remains appropriate.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All key elements are present: a close-up, static shot; orange cat; yawning with mouth open wide, visible teeth and pink tongue; eyes nearly closed; whiskers extended; background blurred with a soft bokeh; warm golden lighting; and a cozy interior mood. The only minor deviation is that the teeth appear somewhat less sharp than described, which constitutes a small misalignment but does not significantly detract from overall fidelity.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The cat’s anatomy and the lighting interactions are believable, and the scene adheres to common-sense expectations. However, there are minor inconsistencies in the mouth region—the teeth and tongue rendering is slightly stylized and not perfectly aligned with real feline anatomy—which prevents a higher score while preserving overall realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.8125,
+ "TA": 3.734375,
+ "MQ": 3.46875,
+ "Overall": 11.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a stunning, close-up, static shot of a fuzzy orange cat yawning sleepily, with warm afternoon sunlight slanting through from the side, casting a soft golden halo on the fur, and a background that is completely blurred to create a tranquil indoor atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are minor issues that prevent a higher rating: occasional slight softness in fine details, subtle color grading inconsistencies, and very limited motion between frames, giving a near-static feel rather than a fully dynamic sequence. No major artifacts or distortions are evident, and the bokeh/background blur remains appropriate.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). All key elements are present: a close-up, static shot; orange cat; yawning with mouth open wide, visible teeth and pink tongue; eyes nearly closed; whiskers extended; background blurred with a soft bokeh; warm golden lighting; and a cozy interior mood. The only minor deviation is that the teeth appear somewhat less sharp than described, which constitutes a small misalignment but does not significantly detract from overall fidelity.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The cat’s anatomy and the lighting interactions are believable, and the scene adheres to common-sense expectations. However, there are minor inconsistencies in the mouth region—the teeth and tongue rendering is slightly stylized and not perfectly aligned with real feline anatomy—which prevents a higher score while preserving overall realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_13/index_tensor([3053, 3053])_group_13_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_13/index_tensor([3053, 3053])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..539fcc4c01ba620442b1a0cb1e279bc5b85fda9b
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_13/index_tensor([3053, 3053])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slow-motion shot, shot from a high altitude, follows the vertical drop of a regulation-sized orange basketball. The ball spins rapidly through the air, its signature grainy texture and iconic black lines strikingly clear in the soft golden evening sunlight, the light creating a flowing highlight on the sphere's curved surface. Below, the mirror-like, calm, deep blue water perfectly reflects the vibrant sunset sky. The moment the ball hits the water, time seems to freeze, its tranquility violently shattered. A crown-shaped ring of transparent water explodes outward from the point of impact, hurling countless crystalline droplets into the air, shimmering like diamonds in the golden light. The ball is quickly partially engulfed by the water, followed by perfectly concentric ripples that steadily and gracefully spread outward from the center, gradually disrupting the tranquil reflection of the entire frame. This creates an atmosphere of visual impact and poetic beauty, a moment of transition from extreme kinetic energy to a dynamic tranquility.",
+ "seed": 695,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_13/index_3053_seed_695_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": 3.421875,
+ "video_score2_ta": 2.453125,
+ "video_score2_mq": 3.625,
+ "video_score2_overall": 9.5,
+ "avg": 9.5,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow-motion shot, shot from a high altitude, follows the vertical drop of a regulation-sized orange basketball. The ball spins rapidly through the air, its signature grainy texture and iconic black lines strikingly clear in the soft golden evening sunlight, the light creating a flowing highlight on the sphere's curved surface. Below, the mirror-like, calm, deep blue water perfectly reflects the vibrant sunset sky. The moment the ball hits the water, time seems to freeze, its tranquility violently shattered. A crown-shaped ring of transparent water explodes outward from the point of impact, hurling countless crystalline droplets into the air, shimmering like diamonds in the golden light. The ball is quickly partially engulfed by the water, followed by perfectly concentric ripples that steadily and gracefully spread outward from the center, gradually disrupting the tranquil reflection of the entire frame. This creates an atmosphere of visual impact and poetic beauty, a moment of transition from extreme kinetic energy to a dynamic tranquility.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
+ "frame_importance": [
+ 0.16162531077861786,
+ 0.6542006731033325,
+ 0.18417400121688843
+ ],
+ "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 sequence where a basketball is dropped from a high altitude, spins through the air, then hits the water with a dramatic splash, followed by concentric ripples as the ball partially submerges. In the actual video, the footage centers on the ball already in the water with gentle ripples and reflections; there is no evident high-altitude drop or initial splash, and the motion appears largely static rather than the dynamic sequence described. The lighting remains warm, but the overall action does not fully realize the dramatic progression outlined in the prompt.\n\nVisual Quality Analysis:\nThe visuals are solid overall. Resolution and detail are good, with clear rendering of the basketball’s lines and the water surface. Lighting is warm and consistent across frames, and reflections are believable. There are no major distortions or artifacts, though some minor softness or compression effects may be present. Overall, Visual Quality is strong (4/5).\n\nText-to-Video Alignment Analysis:\nThere is a notable misalignment between the prompt and the video content. The core actions—high-altitude drop, rapid spinning in the air, and a forceful water impact with a crown-shaped splash—are not realized. Instead, the video shows the ball already in the water with gentle ripples and reflections, lacking the kinetic energy and narrative arc described. This results in a low alignment score (2/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the ball sits on the water surface with believable reflections, and the ripples behave in a physically reasonable manner given the ball’s position. While the dynamics are understated relative to the prompt, they remain coherent and physically sensible, yielding a moderate level of common-sense consistency (3/5).\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.421875,
+ "TA": 2.453125,
+ "MQ": 3.625,
+ "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 sequence where a basketball is dropped from a high altitude, spins through the air, then hits the water with a dramatic splash, followed by concentric ripples as the ball partially submerges. In the actual video, the footage centers on the ball already in the water with gentle ripples and reflections; there is no evident high-altitude drop or initial splash, and the motion appears largely static rather than the dynamic sequence described. The lighting remains warm, but the overall action does not fully realize the dramatic progression outlined in the prompt.\n\nVisual Quality Analysis:\nThe visuals are solid overall. Resolution and detail are good, with clear rendering of the basketball’s lines and the water surface. Lighting is warm and consistent across frames, and reflections are believable. There are no major distortions or artifacts, though some minor softness or compression effects may be present. Overall, Visual Quality is strong (4/5).\n\nText-to-Video Alignment Analysis:\nThere is a notable misalignment between the prompt and the video content. The core actions—high-altitude drop, rapid spinning in the air, and a forceful water impact with a crown-shaped splash—are not realized. Instead, the video shows the ball already in the water with gentle ripples and reflections, lacking the kinetic energy and narrative arc described. This results in a low alignment score (2/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the ball sits on the water surface with believable reflections, and the ripples behave in a physically reasonable manner given the ball’s position. While the dynamics are understated relative to the prompt, they remain coherent and physically sensible, yielding a moderate level of common-sense consistency (3/5).\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow-motion shot, shot from a high altitude, follows the vertical drop of a regulation-sized orange basketball. The ball spins rapidly through the air, its signature grainy texture and iconic black lines strikingly clear in the soft golden evening sunlight, the light creating a flowing highlight on the sphere's curved surface. Below, the mirror-like, calm, deep blue water perfectly reflects the vibrant sunset sky. The moment the ball hits the water, time seems to freeze, its tranquility violently shattered. A crown-shaped ring of transparent water explodes outward from the point of impact, hurling countless crystalline droplets into the air, shimmering like diamonds in the golden light. The ball is quickly partially engulfed by the water, followed by perfectly concentric ripples that steadily and gracefully spread outward from the center, gradually disrupting the tranquil reflection of the entire frame. This creates an atmosphere of visual impact and poetic beauty, a moment of transition from extreme kinetic energy to a dynamic tranquility.",
+ "seed": 696,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_13/index_3053_seed_696_dp_26_rank_52_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.234375,
+ "video_score2_ta": 3.015625,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 9.25,
+ "avg": 9.234375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow-motion shot, shot from a high altitude, follows the vertical drop of a regulation-sized orange basketball. The ball spins rapidly through the air, its signature grainy texture and iconic black lines strikingly clear in the soft golden evening sunlight, the light creating a flowing highlight on the sphere's curved surface. Below, the mirror-like, calm, deep blue water perfectly reflects the vibrant sunset sky. The moment the ball hits the water, time seems to freeze, its tranquility violently shattered. A crown-shaped ring of transparent water explodes outward from the point of impact, hurling countless crystalline droplets into the air, shimmering like diamonds in the golden light. The ball is quickly partially engulfed by the water, followed by perfectly concentric ripples that steadily and gracefully spread outward from the center, gradually disrupting the tranquil reflection of the entire frame. This creates an atmosphere of visual impact and poetic beauty, a moment of transition from extreme kinetic energy to a dynamic tranquility.",
+ "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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion shot from a high altitude following a vertical drop of a regulation-sized orange basketball. The ball should spin rapidly through the air with a clearly visible grainy texture and black lines, under warm golden evening lighting, a mirror-like calm deep-blue water surface reflecting the sky, the moment of impact where time seems to freeze, a crown-shaped ring of water expanding outward with crystalline droplets, and concentric ripples spreading outward as the water disrupts the reflection. In practice, the video captures several elements but does not fully realize the dramatic sequence described; overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. The resolution is adequate and colors are reasonably saturated, with warm golden tones and a clear depiction of the basketball and water surface. Lighting remains consistent across frames and reflections are present. However, there are noticeable limitations in motion realism: the ball’s descent appears relatively static, with limited fluidity in the water interaction and splash dynamics. The overall rendering is coherent and free of major artifacts, but it lacks the cinematic polish and dynamic energy implied by the prompt. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Analysis:\nThe video includes several prompt elements (orange basketball, water surface, reflections, and a sense of vertical motion). Yet key aspects of the described sequence are not convincingly realized: rapid spinning, a pronounced moment of impact, a crown-shaped splash, and especially the rapid, dynamic progression from impact to expanding ripples are not clearly demonstrated. The alignment is partial and moderate rather than strong. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the ball interacts with water, produces ripples, and the lighting remains coherent. The water behavior is generally believable, though some micro-dynamics feel understated or slightly artificial. Overall Physical Consistency score: 3/5.\n\nGround-truth scores: Visual Quality 3, Text-to-Video Alignment 3, Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.234375,
+ "TA": 3.015625,
+ "MQ": 2.984375,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion shot from a high altitude following a vertical drop of a regulation-sized orange basketball. The ball should spin rapidly through the air with a clearly visible grainy texture and black lines, under warm golden evening lighting, a mirror-like calm deep-blue water surface reflecting the sky, the moment of impact where time seems to freeze, a crown-shaped ring of water expanding outward with crystalline droplets, and concentric ripples spreading outward as the water disrupts the reflection. In practice, the video captures several elements but does not fully realize the dramatic sequence described; overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. The resolution is adequate and colors are reasonably saturated, with warm golden tones and a clear depiction of the basketball and water surface. Lighting remains consistent across frames and reflections are present. However, there are noticeable limitations in motion realism: the ball’s descent appears relatively static, with limited fluidity in the water interaction and splash dynamics. The overall rendering is coherent and free of major artifacts, but it lacks the cinematic polish and dynamic energy implied by the prompt. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Analysis:\nThe video includes several prompt elements (orange basketball, water surface, reflections, and a sense of vertical motion). Yet key aspects of the described sequence are not convincingly realized: rapid spinning, a pronounced moment of impact, a crown-shaped splash, and especially the rapid, dynamic progression from impact to expanding ripples are not clearly demonstrated. The alignment is partial and moderate rather than strong. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the ball interacts with water, produces ripples, and the lighting remains coherent. The water behavior is generally believable, though some micro-dynamics feel understated or slightly artificial. Overall Physical Consistency score: 3/5.\n\nGround-truth scores: Visual Quality 3, Text-to-Video Alignment 3, Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow-motion shot, shot from a high altitude, follows the vertical drop of a regulation-sized orange basketball. The ball spins rapidly through the air, its signature grainy texture and iconic black lines strikingly clear in the soft golden evening sunlight, the light creating a flowing highlight on the sphere's curved surface. Below, the mirror-like, calm, deep blue water perfectly reflects the vibrant sunset sky. The moment the ball hits the water, time seems to freeze, its tranquility violently shattered. A crown-shaped ring of transparent water explodes outward from the point of impact, hurling countless crystalline droplets into the air, shimmering like diamonds in the golden light. The ball is quickly partially engulfed by the water, followed by perfectly concentric ripples that steadily and gracefully spread outward from the center, gradually disrupting the tranquil reflection of the entire frame. This creates an atmosphere of visual impact and poetic beauty, a moment of transition from extreme kinetic energy to a dynamic tranquility.",
+ "seed": 697,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_13/index_3053_seed_697_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": 3.21875,
+ "video_score2_ta": 3.296875,
+ "video_score2_mq": 3.25,
+ "video_score2_overall": 9.75,
+ "avg": 9.765625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow-motion shot, shot from a high altitude, follows the vertical drop of a regulation-sized orange basketball. The ball spins rapidly through the air, its signature grainy texture and iconic black lines strikingly clear in the soft golden evening sunlight, the light creating a flowing highlight on the sphere's curved surface. Below, the mirror-like, calm, deep blue water perfectly reflects the vibrant sunset sky. The moment the ball hits the water, time seems to freeze, its tranquility violently shattered. A crown-shaped ring of transparent water explodes outward from the point of impact, hurling countless crystalline droplets into the air, shimmering like diamonds in the golden light. The ball is quickly partially engulfed by the water, followed by perfectly concentric ripples that steadily and gracefully spread outward from the center, gradually disrupting the tranquil reflection of the entire frame. This creates an atmosphere of visual impact and poetic beauty, a moment of transition from extreme kinetic energy to a dynamic 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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion shot from a high altitude following a vertical drop of a regulation-sized orange basketball. The ball spins rapidly through the air with a clearly visible grainy texture and black lines under warm golden lighting. Below, a mirror-like, calm deep-blue water reflects the sky. The moment the ball hits the water is dramatic, with a crown-shaped splash, suspended droplets, and concentric ripples spreading outward as the scene transitions from kinetic energy to tranquility.\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 sharpness. The golden-hour lighting is present and consistent, and color saturation remains reasonable. Water effects and splashes are visible, though fine details are not always crisp. The sequence remains coherent and stable, with no major distortions or abrupt changes, but the overall clarity does not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a high-altitude perspective, a vertical drop, a spinning basketball, a clearly visible grainy texture and black lines, warm golden light, a mirror-like water surface, and a dramatic splash moment. The crown-shaped splash and suspended droplets align with the description, and the progression from impact to ripples matches the intended sequence. Minor deviations exist in the exact timing and intensity of the spin and the precise ripple pattern, but these do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the ball enters the water at a reasonable angle, produces a splash, and ripples propagate outward. However, there are small inconsistencies in the water interaction and splash dynamics that prevent a perfect match to real-world behavior. Overall, the sequence remains believable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.21875,
+ "TA": 3.296875,
+ "MQ": 3.25,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion shot from a high altitude following a vertical drop of a regulation-sized orange basketball. The ball spins rapidly through the air with a clearly visible grainy texture and black lines under warm golden lighting. Below, a mirror-like, calm deep-blue water reflects the sky. The moment the ball hits the water is dramatic, with a crown-shaped splash, suspended droplets, and concentric ripples spreading outward as the scene transitions from kinetic energy to tranquility.\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 sharpness. The golden-hour lighting is present and consistent, and color saturation remains reasonable. Water effects and splashes are visible, though fine details are not always crisp. The sequence remains coherent and stable, with no major distortions or abrupt changes, but the overall clarity does not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a high-altitude perspective, a vertical drop, a spinning basketball, a clearly visible grainy texture and black lines, warm golden light, a mirror-like water surface, and a dramatic splash moment. The crown-shaped splash and suspended droplets align with the description, and the progression from impact to ripples matches the intended sequence. Minor deviations exist in the exact timing and intensity of the spin and the precise ripple pattern, but these do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the ball enters the water at a reasonable angle, produces a splash, and ripples propagate outward. However, there are small inconsistencies in the water interaction and splash dynamics that prevent a perfect match to real-world behavior. Overall, the sequence remains believable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow-motion shot, shot from a high altitude, follows the vertical drop of a regulation-sized orange basketball. The ball spins rapidly through the air, its signature grainy texture and iconic black lines strikingly clear in the soft golden evening sunlight, the light creating a flowing highlight on the sphere's curved surface. Below, the mirror-like, calm, deep blue water perfectly reflects the vibrant sunset sky. The moment the ball hits the water, time seems to freeze, its tranquility violently shattered. A crown-shaped ring of transparent water explodes outward from the point of impact, hurling countless crystalline droplets into the air, shimmering like diamonds in the golden light. The ball is quickly partially engulfed by the water, followed by perfectly concentric ripples that steadily and gracefully spread outward from the center, gradually disrupting the tranquil reflection of the entire frame. This creates an atmosphere of visual impact and poetic beauty, a moment of transition from extreme kinetic energy to a dynamic tranquility.",
+ "seed": 698,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_13/index_3053_seed_698_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": 3.125,
+ "video_score2_ta": 4.09375,
+ "video_score2_mq": 3.6875,
+ "video_score2_overall": 10.875,
+ "avg": 10.90625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow-motion shot, shot from a high altitude, follows the vertical drop of a regulation-sized orange basketball. The ball spins rapidly through the air, its signature grainy texture and iconic black lines strikingly clear in the soft golden evening sunlight, the light creating a flowing highlight on the sphere's curved surface. Below, the mirror-like, calm, deep blue water perfectly reflects the vibrant sunset sky. The moment the ball hits the water, time seems to freeze, its tranquility violently shattered. A crown-shaped ring of transparent water explodes outward from the point of impact, hurling countless crystalline droplets into the air, shimmering like diamonds in the golden light. The ball is quickly partially engulfed by the water, followed by perfectly concentric ripples that steadily and gracefully spread outward from the center, gradually disrupting the tranquil reflection of the entire frame. This creates an atmosphere of visual impact and poetic beauty, a moment of transition from extreme kinetic energy to a dynamic tranquility.",
+ "token_credit_reward": 10.875,
+ "selected_reward": 10.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a slow-motion shot from a high altitude following a vertical drop of a regulation-sized orange basketball. The ball spins rapidly through the air with a clearly visible grainy texture and black lines under warm golden lighting. Below, a mirror-like, calm deep-blue water reflects the sky. The moment the ball hits the water is dramatic, with a crown-shaped splash, suspended droplets, and concentric ripples spreading outward as the reflection fades. Overall, the scene aims for a visually striking moment of kinetic energy transitioning to tranquility.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The resolution is adequate and the golden-hour lighting is convincing, contributing to a cinematic mood. The basketball remains clearly visible with distinct lines, and the water reflections are present. However, there are occasional minor artifacts and slight inconsistencies in motion continuity across frames, which prevent a perfect top-tier score. The sequence conveys the intended aesthetic, but some frames show less polish than others.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The slow-motion feel, high-altitude framing, and the vertical drop of the basketball are evident. The ball’s spinning and the prominent grainy texture are captured, and the warm lighting is consistent. The water interaction is represented with a splash and droplets, and the concentric ripples are visible. Some details, such as the exact timing of the spin versus the impact and the precise dynamics of the droplets, are not perfectly synchronized, but the core elements match the description closely. Overall alignment is strong with minor deviations.\n\nPhysical/Common-sense Consistency:\nThe scene generally follows plausible physics: the ball enters the water with a splash, droplets behave in a believable manner, and ripples expand outward. There are small inconsistencies in the timing and scale of the splash and in the interaction between the ball and water that prevent a flawless physical realism. Nevertheless, the overall behavior remains coherent and credible.\n\nGround-truth scores (for reference): Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.125,
+ "TA": 4.09375,
+ "MQ": 3.6875,
+ "Overall": 10.875
+ }
+ }
+ ],
+ "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 slow-motion shot from a high altitude following a vertical drop of a regulation-sized orange basketball. The ball spins rapidly through the air with a clearly visible grainy texture and black lines under warm golden lighting. Below, a mirror-like, calm deep-blue water reflects the sky. The moment the ball hits the water is dramatic, with a crown-shaped splash, suspended droplets, and concentric ripples spreading outward as the reflection fades. Overall, the scene aims for a visually striking moment of kinetic energy transitioning to tranquility.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The resolution is adequate and the golden-hour lighting is convincing, contributing to a cinematic mood. The basketball remains clearly visible with distinct lines, and the water reflections are present. However, there are occasional minor artifacts and slight inconsistencies in motion continuity across frames, which prevent a perfect top-tier score. The sequence conveys the intended aesthetic, but some frames show less polish than others.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The slow-motion feel, high-altitude framing, and the vertical drop of the basketball are evident. The ball’s spinning and the prominent grainy texture are captured, and the warm lighting is consistent. The water interaction is represented with a splash and droplets, and the concentric ripples are visible. Some details, such as the exact timing of the spin versus the impact and the precise dynamics of the droplets, are not perfectly synchronized, but the core elements match the description closely. Overall alignment is strong with minor deviations.\n\nPhysical/Common-sense Consistency:\nThe scene generally follows plausible physics: the ball enters the water with a splash, droplets behave in a believable manner, and ripples expand outward. There are small inconsistencies in the timing and scale of the splash and in the interaction between the ball and water that prevent a flawless physical realism. Nevertheless, the overall behavior remains coherent and credible.\n\nGround-truth scores (for reference): Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_14/index_tensor([2136, 2136])_group_14_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_14/index_tensor([2136, 2136])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..596a35caf8d927d40e4af0d8c813ed762569a8ec
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_14/index_tensor([2136, 2136])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 652,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_14/index_2136_seed_652_dp_28_rank_56_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 3.546875,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 8.625,
+ "avg": 8.59375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "sweeping shot, shot from an extremely low angle, the camera slowly and majestically pans to the right, tracking a massive white tiger formed from the condensation of countless twinkling stars and the vibrant nebulae. Its body, sharply defined yet faintly transparent, resembles a miniature universe within, where starlight slowly flows, while the classic tiger stripes are deep streaks formed by denser star clusters or dark nebulae. Its eyes are two stars burning with brilliant blue flames, radiating an ancient wisdom. This stellar behemoth swirls across the heavens with a slow, powerful rhythm, its extended body and powerful limbs displaying unparalleled grace and strength. Its long tail traces an elegant arc of light behind it, and every flex of its muscles causes the starlight that composes its body to subtly shift in brightness and darkness. Below it, the curved outline of Earth rises, and in the deep, inky, velvety night sky, golden veins of city lights and clouds softly illuminated by moonlight can be seen. It looks solemn and serene, like an eternal guardian of the universe, patrolling and guarding the sleeping world below with its own cold and holy light. The whole picture is full of mythical epic feeling and cosmic 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 sweeping shot from an extremely low angle, featuring a massive white tiger formed from star condensation, moving across a cosmic backdrop with Earth visible below. Key elements include a white tiger with star-like details, a low-angle pan to the right, a star-formed body, starlight flowing through the figure, and a cosmic setting with Earth in view.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable artifacts and some blur around the tiger silhouette. The background space scene has good contrast and atmospheric effects, and Earth is discernible. Lighting and color balance are generally stable, though some frame-to-frame inconsistencies exist. The rendering is not fully photorealistic, but the composition remains coherent.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a white tiger with star-like features, a low-angle perspective, a rightward pan, and a cosmic backdrop with Earth visible. The tiger’s form and motion convey a celestial presence, and the scene maintains the intended mood. Minor deviations appear in fine-grained details such as eye brightness and subtle lighting shifts, which do not significantly detract from the overall alignment.\n\nPhysical Consistency (Common-sense):\nPhysical consistency is moderate (score 3). The tiger’s movement and proportions are plausible, and the starlight interaction reads as believable within a fantasy context. Some lighting transitions and the integration of starlight with the tiger’s silhouette could be refined, but the overall dynamics remain coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.203125,
+ "TA": 3.546875,
+ "MQ": 2.84375,
+ "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 sweeping shot from an extremely low angle, featuring a massive white tiger formed from star condensation, moving across a cosmic backdrop with Earth visible below. Key elements include a white tiger with star-like details, a low-angle pan to the right, a star-formed body, starlight flowing through the figure, and a cosmic setting with Earth in view.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable artifacts and some blur around the tiger silhouette. The background space scene has good contrast and atmospheric effects, and Earth is discernible. Lighting and color balance are generally stable, though some frame-to-frame inconsistencies exist. The rendering is not fully photorealistic, but the composition remains coherent.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a white tiger with star-like features, a low-angle perspective, a rightward pan, and a cosmic backdrop with Earth visible. The tiger’s form and motion convey a celestial presence, and the scene maintains the intended mood. Minor deviations appear in fine-grained details such as eye brightness and subtle lighting shifts, which do not significantly detract from the overall alignment.\n\nPhysical Consistency (Common-sense):\nPhysical consistency is moderate (score 3). The tiger’s movement and proportions are plausible, and the starlight interaction reads as believable within a fantasy context. Some lighting transitions and the integration of starlight with the tiger’s silhouette could be refined, but the overall dynamics remain coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "sweeping shot, shot from an extremely low angle, the camera slowly and majestically pans to the right, tracking a massive white tiger formed from the condensation of countless twinkling stars and the vibrant nebulae. Its body, sharply defined yet faintly transparent, resembles a miniature universe within, where starlight slowly flows, while the classic tiger stripes are deep streaks formed by denser star clusters or dark nebulae. Its eyes are two stars burning with brilliant blue flames, radiating an ancient wisdom. This stellar behemoth swirls across the heavens with a slow, powerful rhythm, its extended body and powerful limbs displaying unparalleled grace and strength. Its long tail traces an elegant arc of light behind it, and every flex of its muscles causes the starlight that composes its body to subtly shift in brightness and darkness. Below it, the curved outline of Earth rises, and in the deep, inky, velvety night sky, golden veins of city lights and clouds softly illuminated by moonlight can be seen. It looks solemn and serene, like an eternal guardian of the universe, patrolling and guarding the sleeping world below with its own cold and holy light. The whole picture is full of mythical epic feeling and cosmic tranquility.",
+ "seed": 653,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_14/index_2136_seed_653_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,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 shot from an extremely low angle, featuring a massive white tiger formed from star condensation, with a body that appears sharp yet faintly translucent, moving across the heavens above Earth. The tiger's eyes are depicted as two stars with blue flames, conveying ancient wisdom, while its tail traces an elegant arc of light. The scene should include a curved outline of Earth rising beneath the tiger, with a deep, inky night sky and distant city lights, all contributing to a mythic cosmic mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the tiger’s form, but there are noticeable issues that prevent a higher rating. The background space elements appear somewhat artificial, and the Earth outline lacks crisp definition. Lighting and contrast are generally stable, yet some frames exhibit mild artifacts or softness that reduce overall polish. The tiger remains the focal point with reasonable detail, but the scene does not reach high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core concept: a white tiger with a celestial origin, set against a cosmic backdrop, with a low-angle perspective and a sweeping composition. The tiger’s silhouette and motion convey the intended grandeur, and the notion of a star-formed entity above Earth is present. Some specifics—such as the precise depiction of starlight flowing through the body and the exact dynamics of the tail arc—are not fully realized, but the major elements align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The tiger’s anatomy and movement feel plausible, and the spatial relationship between the tiger and Earth is coherent. However, certain aspects of the scene rely on artistic interpretation rather than strict physical realism—for example, the interaction of starlight with the body and the subtle lighting effects on the tail—introducing minor inconsistencies without breaking overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.34375,
+ "TA": 3.078125,
+ "MQ": 2.9375,
+ "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 shot from an extremely low angle, featuring a massive white tiger formed from star condensation, with a body that appears sharp yet faintly translucent, moving across the heavens above Earth. The tiger's eyes are depicted as two stars with blue flames, conveying ancient wisdom, while its tail traces an elegant arc of light. The scene should include a curved outline of Earth rising beneath the tiger, with a deep, inky night sky and distant city lights, all contributing to a mythic cosmic mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the tiger’s form, but there are noticeable issues that prevent a higher rating. The background space elements appear somewhat artificial, and the Earth outline lacks crisp definition. Lighting and contrast are generally stable, yet some frames exhibit mild artifacts or softness that reduce overall polish. The tiger remains the focal point with reasonable detail, but the scene does not reach high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core concept: a white tiger with a celestial origin, set against a cosmic backdrop, with a low-angle perspective and a sweeping composition. The tiger’s silhouette and motion convey the intended grandeur, and the notion of a star-formed entity above Earth is present. Some specifics—such as the precise depiction of starlight flowing through the body and the exact dynamics of the tail arc—are not fully realized, but the major elements align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The tiger’s anatomy and movement feel plausible, and the spatial relationship between the tiger and Earth is coherent. However, certain aspects of the scene rely on artistic interpretation rather than strict physical realism—for example, the interaction of starlight with the body and the subtle lighting effects on the tail—introducing minor inconsistencies without breaking overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "sweeping shot, shot from an extremely low angle, the camera slowly and majestically pans to the right, tracking a massive white tiger formed from the condensation of countless twinkling stars and the vibrant nebulae. Its body, sharply defined yet faintly transparent, resembles a miniature universe within, where starlight slowly flows, while the classic tiger stripes are deep streaks formed by denser star clusters or dark nebulae. Its eyes are two stars burning with brilliant blue flames, radiating an ancient wisdom. This stellar behemoth swirls across the heavens with a slow, powerful rhythm, its extended body and powerful limbs displaying unparalleled grace and strength. Its long tail traces an elegant arc of light behind it, and every flex of its muscles causes the starlight that composes its body to subtly shift in brightness and darkness. Below it, the curved outline of Earth rises, and in the deep, inky, velvety night sky, golden veins of city lights and clouds softly illuminated by moonlight can be seen. It looks solemn and serene, like an eternal guardian of the universe, patrolling and guarding the sleeping world below with its own cold and holy light. The whole picture is full of mythical epic feeling and cosmic tranquility.",
+ "seed": 654,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_14/index_2136_seed_654_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 3.3125,
+ "video_score2_mq": 2.8125,
+ "video_score2_overall": 9.0,
+ "avg": 9.015625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "sweeping shot, shot from an extremely low angle, the camera slowly and majestically pans to the right, tracking a massive white tiger formed from the condensation of countless twinkling stars and the vibrant nebulae. Its body, sharply defined yet faintly transparent, resembles a miniature universe within, where starlight slowly flows, while the classic tiger stripes are deep streaks formed by denser star clusters or dark nebulae. Its eyes are two stars burning with brilliant blue flames, radiating an ancient wisdom. This stellar behemoth swirls across the heavens with a slow, powerful rhythm, its extended body and powerful limbs displaying unparalleled grace and strength. Its long tail traces an elegant arc of light behind it, and every flex of its muscles causes the starlight that composes its body to subtly shift in brightness and darkness. Below it, the curved outline of Earth rises, and in the deep, inky, velvety night sky, golden veins of city lights and clouds softly illuminated by moonlight can be seen. It looks solemn and serene, like an eternal guardian of the universe, patrolling and guarding the sleeping world below with its own cold and holy light. The whole picture is full of mythical epic feeling and cosmic tranquility.",
+ "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 sweeping shot from an extremely low angle with a majestic rightward pan, featuring a massive white tiger formed from star condensation and vibrant nebulae. The tiger is depicted as sharply defined yet faintly translucent, with starlight flowing through it and deep streaks of dense star clusters or dark nebulae forming its stripes. The eyes are described as two stars burning with blue flames, conveying ancient wisdom. The tiger is portrayed as a celestial guardian, patrolling above Earth, with a calm, serene demeanor and a sense of cosmic tranquility.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially around edges and fine details. The tiger remains identifiable, but fine features such as stripes and facial nuances are not crisply resolved. The background space scene with stars and nebulae is present but lacks sharp definition. Lighting and contrast are generally stable, though occasional minor inconsistencies appear between frames. There are no major distortions or artifacts, and motion appears smooth, but the overall crispness is limited.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a sweeping shot from a low angle, a rightward pan, and a large white tiger with a translucent appearance and visible starlight patterns. The tiger’s movement and the cosmic backdrop align with the intended mood. Some specifics—such as the precise starlight dynamics and the exact timing of the pan—are not perfectly matched, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The tiger’s proportions and locomotion are plausible, and the interaction with the space setting reads as coherent. However, there are minor inconsistencies in how the starlight interacts with the tiger’s form and in the spatial relationships between the tiger, Earth, and the background, 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": 2.890625,
+ "TA": 3.3125,
+ "MQ": 2.8125,
+ "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 sweeping shot from an extremely low angle with a majestic rightward pan, featuring a massive white tiger formed from star condensation and vibrant nebulae. The tiger is depicted as sharply defined yet faintly translucent, with starlight flowing through it and deep streaks of dense star clusters or dark nebulae forming its stripes. The eyes are described as two stars burning with blue flames, conveying ancient wisdom. The tiger is portrayed as a celestial guardian, patrolling above Earth, with a calm, serene demeanor and a sense of cosmic tranquility.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially around edges and fine details. The tiger remains identifiable, but fine features such as stripes and facial nuances are not crisply resolved. The background space scene with stars and nebulae is present but lacks sharp definition. Lighting and contrast are generally stable, though occasional minor inconsistencies appear between frames. There are no major distortions or artifacts, and motion appears smooth, but the overall crispness is limited.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a sweeping shot from a low angle, a rightward pan, and a large white tiger with a translucent appearance and visible starlight patterns. The tiger’s movement and the cosmic backdrop align with the intended mood. Some specifics—such as the precise starlight dynamics and the exact timing of the pan—are not perfectly matched, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The tiger’s proportions and locomotion are plausible, and the interaction with the space setting reads as coherent. However, there are minor inconsistencies in how the starlight interacts with the tiger’s form and in the spatial relationships between the tiger, Earth, and the background, 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": "sweeping shot, shot from an extremely low angle, the camera slowly and majestically pans to the right, tracking a massive white tiger formed from the condensation of countless twinkling stars and the vibrant nebulae. Its body, sharply defined yet faintly transparent, resembles a miniature universe within, where starlight slowly flows, while the classic tiger stripes are deep streaks formed by denser star clusters or dark nebulae. Its eyes are two stars burning with brilliant blue flames, radiating an ancient wisdom. This stellar behemoth swirls across the heavens with a slow, powerful rhythm, its extended body and powerful limbs displaying unparalleled grace and strength. Its long tail traces an elegant arc of light behind it, and every flex of its muscles causes the starlight that composes its body to subtly shift in brightness and darkness. Below it, the curved outline of Earth rises, and in the deep, inky, velvety night sky, golden veins of city lights and clouds softly illuminated by moonlight can be seen. It looks solemn and serene, like an eternal guardian of the universe, patrolling and guarding the sleeping world below with its own cold and holy light. The whole picture is full of mythical epic feeling and cosmic tranquility.",
+ "seed": 655,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_14/index_2136_seed_655_dp_29_rank_58_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 2.09375,
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+ "video_score2_overall": 6.28125,
+ "avg": 6.28125,
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+ "question": "sweeping shot, shot from an extremely low angle, the camera slowly and majestically pans to the right, tracking a massive white tiger formed from the condensation of countless twinkling stars and the vibrant nebulae. Its body, sharply defined yet faintly transparent, resembles a miniature universe within, where starlight slowly flows, while the classic tiger stripes are deep streaks formed by denser star clusters or dark nebulae. Its eyes are two stars burning with brilliant blue flames, radiating an ancient wisdom. This stellar behemoth swirls across the heavens with a slow, powerful rhythm, its extended body and powerful limbs displaying unparalleled grace and strength. Its long tail traces an elegant arc of light behind it, and every flex of its muscles causes the starlight that composes its body to subtly shift in brightness and darkness. Below it, the curved outline of Earth rises, and in the deep, inky, velvety night sky, golden veins of city lights and clouds softly illuminated by moonlight can be seen. It looks solemn and serene, like an eternal guardian of the universe, patrolling and guarding the sleeping world below with its own cold and holy light. The whole picture is full of mythical epic feeling and cosmic tranquility.",
+ "token_credit_reward": 6.28125,
+ "selected_reward": 6.28125,
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
+ 1,
+ 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 sweeping shot from an extremely low angle with a majestic rightward pan, featuring a massive white tiger formed from star condensation and vibrant nebulae. The tiger is depicted as sharply defined yet faintly translucent, with starlight flowing through it. The eyes are described as two stars with blue flames, conveying ancient wisdom. The tiger is portrayed as a celestial guardian, patrolling above Earth, with a calm, serene demeanor and a mythic cosmic 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 background regions. The tiger remains identifiable, but fine details are not consistently crisp. Lighting effects and nebula-like background contribute to atmosphere, yet overall sharpness could be improved. The sequence appears stable with no major distortions, though minor frame-to-frame inconsistencies may exist.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a white tiger, cosmic/nebula backdrop, starlight streaming through the figure, and a sense of ethereal, otherworldly presence. The low-angle, sweeping motion is suggested, and the scene conveys a cosmic mood. Some dynamic aspects such as explicit tail motion and continuous starlight shifts are not fully verifiable from static frames, but the overall correspondence remains high.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The depiction blends fantastical elements with plausible anatomy in parts, but several aspects strain common-sense physics. The tiger’s hovering above Earth and the interaction between starlight and the body introduce intentional surrealism that reduces strict physical realism. While the concept remains coherent within a mythic context, some dynamics (e.g., sustained weightless motion, intricate starlight interactions) are not fully grounded in real-world physics.\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 4\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 2.09375,
+ "MQ": 1.21875,
+ "Overall": 6.28125
+ }
+ }
+ ],
+ "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 sweeping shot from an extremely low angle with a majestic rightward pan, featuring a massive white tiger formed from star condensation and vibrant nebulae. The tiger is depicted as sharply defined yet faintly translucent, with starlight flowing through it. The eyes are described as two stars with blue flames, conveying ancient wisdom. The tiger is portrayed as a celestial guardian, patrolling above Earth, with a calm, serene demeanor and a mythic cosmic 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 background regions. The tiger remains identifiable, but fine details are not consistently crisp. Lighting effects and nebula-like background contribute to atmosphere, yet overall sharpness could be improved. The sequence appears stable with no major distortions, though minor frame-to-frame inconsistencies may exist.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a white tiger, cosmic/nebula backdrop, starlight streaming through the figure, and a sense of ethereal, otherworldly presence. The low-angle, sweeping motion is suggested, and the scene conveys a cosmic mood. Some dynamic aspects such as explicit tail motion and continuous starlight shifts are not fully verifiable from static frames, but the overall correspondence remains high.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The depiction blends fantastical elements with plausible anatomy in parts, but several aspects strain common-sense physics. The tiger’s hovering above Earth and the interaction between starlight and the body introduce intentional surrealism that reduces strict physical realism. While the concept remains coherent within a mythic context, some dynamics (e.g., sustained weightless motion, intricate starlight interactions) are not fully grounded in real-world physics.\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 4\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_15/index_tensor([189, 189])_group_15_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_15/index_tensor([189, 189])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9e69d3a43b3a3a136f7d9e39d33ce9ea24a1e79
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_15/index_tensor([189, 189])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme macro shot, beginning with a slight overhead perspective, seamlessly transitions into a circling motion around the central subject. Time seems frozen in time through the use of high-speed photography and extreme slow motion. At the center of the frame, a smooth black jade Go piece spins like a spinning top at the precise intersection of the grid lines on a heavy, solid wooden board. The piece, utterly jet-black, features flawless double-sided curved lines. Its meticulously polished, mirror-smooth surface reflects a soft, bright light from the side into a swirling white halo. The camera follows its movement, capturing the subtle drafts of air created by the piece's rotation and the stark contrast between its cool, smooth texture and the rich, rich wood of the board below. The deep wood grain, the undulations of each fiber, and the hand-carved edges of the grid lines are all magnified in this frozen moment, conveying a sense of age-worn richness. The entire scene is calm, dominated by the pure black of the chess pieces and the warm brown of the chessboard. The sharp contrast between light and shadow creates a focused, elegant and tense Zen atmosphere.",
+ "seed": 16968,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_15/index_189_seed_16968_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": 3.78125,
+ "video_score2_ta": 2.0,
+ "video_score2_mq": 3.90625,
+ "video_score2_overall": 9.6875,
+ "avg": 9.6875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme macro shot, beginning with a slight overhead perspective, seamlessly transitions into a circling motion around the central subject. Time seems frozen in time through the use of high-speed photography and extreme slow motion. At the center of the frame, a smooth black jade Go piece spins like a spinning top at the precise intersection of the grid lines on a heavy, solid wooden board. The piece, utterly jet-black, features flawless double-sided curved lines. Its meticulously polished, mirror-smooth surface reflects a soft, bright light from the side into a swirling white halo. The camera follows its movement, capturing the subtle drafts of air created by the piece's rotation and the stark contrast between its cool, smooth texture and the rich, rich wood of the board below. The deep wood grain, the undulations of each fiber, and the hand-carved edges of the grid lines are all magnified in this frozen moment, conveying a sense of age-worn richness. The entire scene is calm, dominated by the pure black of the chess pieces and the warm brown of the chessboard. The sharp contrast between light and shadow creates a focused, elegant and tense Zen atmosphere.",
+ "token_credit_reward": 9.6875,
+ "selected_reward": 9.6875,
+ "frame_importance": [
+ 0.24914959073066711,
+ 0.3653501570224762,
+ 0.38550031185150146
+ ],
+ "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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes an extreme macro shot with a slightly overhead perspective that transitions into a circling motion around a central subject. It mentions high-speed photography and extreme slow motion, with a smooth black jade Go piece spinning at the intersection of grid lines on a heavy, solid wooden board. The piece should be jet-black with flawless double-sided curved lines, a meticulously polished, mirror-smooth surface reflecting a soft, bright side light into a swirling white halo. The camera should follow the movement, capturing subtle air drafts and the contrast between the cool texture and the rich wood. The scene should convey a sense of age-worn richness with a calm, focused, elegant, and tense zen atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The piece sits on a wooden board with visible grain, and the lighting yields convincing reflections on the dark surface. The sequence shows a gradual shift in perspective, suggesting camera movement around the object. The resolution and detail are generally good, with only minor softness in some areas. There are no obvious distortions or artifacts, and the metallic sheen reads realistically. Overall, the visual quality is strong but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is shown. The video presents a spinning object on a wooden board, but it does not clearly depict a Go piece or a specific game element such as a jade piece. The described high-speed, extreme slow-motion aesthetic and the swirling white halo are not evident. While the object’s rotation and the board texture are captured, several key prompt details are missing or misrepresented. The alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe motion appears physically plausible: the object maintains contact with the board during rotation, with lighting and shadows behaving consistently. The interaction with the surface and the implied air currents are coherent, and there are no obvious physics violations. This supports a relatively high level of common-sense consistency, consistent with a score of 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
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+ "TA": 2.0,
+ "MQ": 3.90625,
+ "Overall": 9.6875
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes an extreme macro shot with a slightly overhead perspective that transitions into a circling motion around a central subject. It mentions high-speed photography and extreme slow motion, with a smooth black jade Go piece spinning at the intersection of grid lines on a heavy, solid wooden board. The piece should be jet-black with flawless double-sided curved lines, a meticulously polished, mirror-smooth surface reflecting a soft, bright side light into a swirling white halo. The camera should follow the movement, capturing subtle air drafts and the contrast between the cool texture and the rich wood. The scene should convey a sense of age-worn richness with a calm, focused, elegant, and tense zen atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The piece sits on a wooden board with visible grain, and the lighting yields convincing reflections on the dark surface. The sequence shows a gradual shift in perspective, suggesting camera movement around the object. The resolution and detail are generally good, with only minor softness in some areas. There are no obvious distortions or artifacts, and the metallic sheen reads realistically. Overall, the visual quality is strong but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is shown. The video presents a spinning object on a wooden board, but it does not clearly depict a Go piece or a specific game element such as a jade piece. The described high-speed, extreme slow-motion aesthetic and the swirling white halo are not evident. While the object’s rotation and the board texture are captured, several key prompt details are missing or misrepresented. The alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe motion appears physically plausible: the object maintains contact with the board during rotation, with lighting and shadows behaving consistently. The interaction with the surface and the implied air currents are coherent, and there are no obvious physics violations. This supports a relatively high level of common-sense consistency, consistent with a score of 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 16969,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_15/index_189_seed_16969_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.625,
+ "video_score2_ta": 2.0,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 8.75,
+ "avg": 8.765625,
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+ "question": "An extreme macro shot, beginning with a slight overhead perspective, seamlessly transitions into a circling motion around the central subject. Time seems frozen in time through the use of high-speed photography and extreme slow motion. At the center of the frame, a smooth black jade Go piece spins like a spinning top at the precise intersection of the grid lines on a heavy, solid wooden board. The piece, utterly jet-black, features flawless double-sided curved lines. Its meticulously polished, mirror-smooth surface reflects a soft, bright light from the side into a swirling white halo. The camera follows its movement, capturing the subtle drafts of air created by the piece's rotation and the stark contrast between its cool, smooth texture and the rich, rich wood of the board below. The deep wood grain, the undulations of each fiber, and the hand-carved edges of the grid lines are all magnified in this frozen moment, conveying a sense of age-worn richness. The entire scene is calm, dominated by the pure black of the chess pieces and the warm brown of the chessboard. The sharp contrast between light and shadow creates a focused, elegant and tense Zen atmosphere.",
+ "token_credit_reward": 8.75,
+ "selected_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes an extreme macro shot with a slightly overhead perspective that transitions into a circling motion around a central subject. It mentions high-speed photography and extreme slow motion, with a smooth black jade Go piece spinning at the intersection of grid lines on a heavy, solid wooden board. The piece should be jet-black with flawless double-sided curved lines, a highly polished, mirror-smooth surface reflecting a soft, bright side light into a swirling white halo. The camera should follow the movement, capturing subtle air drafts and the contrast between the cool texture and the rich wood. The scene should convey a sense of age-worn richness with a calm, focused, elegant, and tense zen atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The object remains clearly visible with good detail, and the wooden board texture is discernible. Lighting is generally consistent, and there are no obvious distortions or artifacts. However, the sequence shows limited camera motion and minimal dynamic variation, resulting in a relatively static presentation. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is shown. The video does not exhibit the described circling motion or high-speed dynamics; the piece appears largely stationary while the camera remains fixed. The lighting and reflections do not convincingly reproduce the dramatic white halo effect, and the overall cinematic energy is missing. The alignment is therefore moderate (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible physical relationships: the object sits naturally on the board, lighting and shadows behave consistently, and there are no obvious physics violations. The static framing does not introduce any inconsistencies, so physical/common-sense consistency remains strong (score 4).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.625,
+ "TA": 2.0,
+ "MQ": 3.140625,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes an extreme macro shot with a slightly overhead perspective that transitions into a circling motion around a central subject. It mentions high-speed photography and extreme slow motion, with a smooth black jade Go piece spinning at the intersection of grid lines on a heavy, solid wooden board. The piece should be jet-black with flawless double-sided curved lines, a highly polished, mirror-smooth surface reflecting a soft, bright side light into a swirling white halo. The camera should follow the movement, capturing subtle air drafts and the contrast between the cool texture and the rich wood. The scene should convey a sense of age-worn richness with a calm, focused, elegant, and tense zen atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The object remains clearly visible with good detail, and the wooden board texture is discernible. Lighting is generally consistent, and there are no obvious distortions or artifacts. However, the sequence shows limited camera motion and minimal dynamic variation, resulting in a relatively static presentation. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThere are notable gaps between the prompt and what is shown. The video does not exhibit the described circling motion or high-speed dynamics; the piece appears largely stationary while the camera remains fixed. The lighting and reflections do not convincingly reproduce the dramatic white halo effect, and the overall cinematic energy is missing. The alignment is therefore moderate (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible physical relationships: the object sits naturally on the board, lighting and shadows behave consistently, and there are no obvious physics violations. The static framing does not introduce any inconsistencies, so physical/common-sense consistency remains strong (score 4).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 4.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "An extreme macro shot, beginning with a slight overhead perspective, seamlessly transitions into a circling motion around the central subject. Time seems frozen in time through the use of high-speed photography and extreme slow motion. At the center of the frame, a smooth black jade Go piece spins like a spinning top at the precise intersection of the grid lines on a heavy, solid wooden board. The piece, utterly jet-black, features flawless double-sided curved lines. Its meticulously polished, mirror-smooth surface reflects a soft, bright light from the side into a swirling white halo. The camera follows its movement, capturing the subtle drafts of air created by the piece's rotation and the stark contrast between its cool, smooth texture and the rich, rich wood of the board below. The deep wood grain, the undulations of each fiber, and the hand-carved edges of the grid lines are all magnified in this frozen moment, conveying a sense of age-worn richness. The entire scene is calm, dominated by the pure black of the chess pieces and the warm brown of the chessboard. The sharp contrast between light and shadow creates a focused, elegant and tense Zen atmosphere.",
+ "seed": 16970,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_15/index_189_seed_16970_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": 3.703125,
+ "video_score2_ta": 2.6875,
+ "video_score2_mq": 3.90625,
+ "video_score2_overall": 10.25,
+ "avg": 10.296875,
+ "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 macro shot with a slightly overhead perspective that transitions into a circling motion around a central black jade Go piece. It mentions high-speed photography and extreme slow motion, with the piece spinning like a top at the intersection of grid lines on a heavy wooden board. The piece should be jet-black with flawless double-sided curved lines, highly polished and mirror-smooth, reflecting a soft, bright side light into a swirling white halo. The camera should follow the movement, capturing subtle air drafts and the contrast between the cool texture and the rich wood. The scene should convey a sense of age-worn richness with a calm, focused, elegant, and tense zen atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The piece sits on a wooden board with visible grain, and the lighting yields clear contrast between the dark object and the lighter background. The sequence shows a gradual shift in perspective, suggesting camera movement. The rendering is generally clean with good detail on the object and surface textures, and there are no obvious distortions or artifacts. However, the motion appears relatively restrained rather than exhibiting dynamic, high-speed dynamics, which slightly tempers the perceived visual impact. Overall, Visual Quality is strong but not exceptional (score 4).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a central black object on a wooden board, a gradual perspective change, and a calm, focused mood. However, key aspects of the prompt are not realized: the piece does not clearly resemble a traditional Go stone, and the expected high-speed, extreme slow-motion feel is missing. The spinning motion is not convincingly portrayed, and the atmospheric zen tone is only partially achieved. In sum, alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the object rests naturally on the board, lighting and shadows behave consistently, and the material properties appear believable. There are no evident violations of basic physics or common-sense expectations. The overall physical realism is solid, though the lack of kinetic energy reduces the sense of dynamic realism. Overall, Physical Consistency is solid (score 4).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.703125,
+ "TA": 2.6875,
+ "MQ": 3.90625,
+ "Overall": 10.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme macro shot with a slightly overhead perspective that transitions into a circling motion around a central black jade Go piece. It mentions high-speed photography and extreme slow motion, with the piece spinning like a top at the intersection of grid lines on a heavy wooden board. The piece should be jet-black with flawless double-sided curved lines, highly polished and mirror-smooth, reflecting a soft, bright side light into a swirling white halo. The camera should follow the movement, capturing subtle air drafts and the contrast between the cool texture and the rich wood. The scene should convey a sense of age-worn richness with a calm, focused, elegant, and tense zen atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The piece sits on a wooden board with visible grain, and the lighting yields clear contrast between the dark object and the lighter background. The sequence shows a gradual shift in perspective, suggesting camera movement. The rendering is generally clean with good detail on the object and surface textures, and there are no obvious distortions or artifacts. However, the motion appears relatively restrained rather than exhibiting dynamic, high-speed dynamics, which slightly tempers the perceived visual impact. Overall, Visual Quality is strong but not exceptional (score 4).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a central black object on a wooden board, a gradual perspective change, and a calm, focused mood. However, key aspects of the prompt are not realized: the piece does not clearly resemble a traditional Go stone, and the expected high-speed, extreme slow-motion feel is missing. The spinning motion is not convincingly portrayed, and the atmospheric zen tone is only partially achieved. In sum, alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the object rests naturally on the board, lighting and shadows behave consistently, and the material properties appear believable. There are no evident violations of basic physics or common-sense expectations. The overall physical realism is solid, though the lack of kinetic energy reduces the sense of dynamic realism. Overall, Physical Consistency is solid (score 4).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "An extreme macro shot, beginning with a slight overhead perspective, seamlessly transitions into a circling motion around the central subject. Time seems frozen in time through the use of high-speed photography and extreme slow motion. At the center of the frame, a smooth black jade Go piece spins like a spinning top at the precise intersection of the grid lines on a heavy, solid wooden board. The piece, utterly jet-black, features flawless double-sided curved lines. Its meticulously polished, mirror-smooth surface reflects a soft, bright light from the side into a swirling white halo. The camera follows its movement, capturing the subtle drafts of air created by the piece's rotation and the stark contrast between its cool, smooth texture and the rich, rich wood of the board below. The deep wood grain, the undulations of each fiber, and the hand-carved edges of the grid lines are all magnified in this frozen moment, conveying a sense of age-worn richness. The entire scene is calm, dominated by the pure black of the chess pieces and the warm brown of the chessboard. The sharp contrast between light and shadow creates a focused, elegant and tense Zen atmosphere.",
+ "seed": 16971,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_15/index_189_seed_16971_dp_31_rank_62_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.46875,
+ "video_score2_ta": 2.953125,
+ "video_score2_mq": 3.8125,
+ "video_score2_overall": 10.25,
+ "avg": 10.234375,
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+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme macro shot, beginning with a slight overhead perspective, seamlessly transitions into a circling motion around the central subject. Time seems frozen in time through the use of high-speed photography and extreme slow motion. At the center of the frame, a smooth black jade Go piece spins like a spinning top at the precise intersection of the grid lines on a heavy, solid wooden board. The piece, utterly jet-black, features flawless double-sided curved lines. Its meticulously polished, mirror-smooth surface reflects a soft, bright light from the side into a swirling white halo. The camera follows its movement, capturing the subtle drafts of air created by the piece's rotation and the stark contrast between its cool, smooth texture and the rich, rich wood of the board below. The deep wood grain, the undulations of each fiber, and the hand-carved edges of the grid lines are all magnified in this frozen moment, conveying a sense of age-worn richness. The entire scene is calm, dominated by the pure black of the chess pieces and the warm brown of the chessboard. The sharp contrast between light and shadow creates a focused, elegant and tense Zen atmosphere.",
+ "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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes an extreme macro shot with a slightly overhead perspective that transitions into a circling motion around a central subject. It mentions high-speed photography and extreme slow motion, with a smooth black jade Go piece spinning like a top at the intersection of grid lines on a heavy, solid wooden board. The piece should be jet-black with flawless double-sided curved lines, a meticulously polished, mirror-smooth surface reflecting a soft, bright light from the side into a swirling white halo. The camera should follow the movement, capturing subtle air drafts and the contrast between the piece's texture and the rich wood. The scene should convey a sense of age-worn richness with a calm, focused, elegant, and tense zen atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The piece sits on a wooden board with visible grain, and lighting provides good contrast between the dark object and the lighter wood. The sequence shows a gradual shift in perspective, suggesting camera movement. The rendering is clean with minimal artifacts, and the overall image quality is high. However, there are minor inconsistencies in the perceived size and position of the piece across frames, indicating small stability issues during the transition. Overall, visual quality is solid but not perfect.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including the extreme macro framing, the overhead-to-circling motion, and the central placement of the piece on a wooden board. However, some key prompt details are not convincingly realized: the piece does not clearly exhibit the described jet-black color or the specific double-sided curved lines, and the anticipated swirling white halo is not evident. The spinning motion is not clearly demonstrated, and the notion of a perfectly smooth, mirror-polished surface is only partially achieved. In sum, alignment is moderate rather than exact.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the piece remains centered on the board, lighting and shadows behave consistently, and the board texture appears authentic. There are no obvious violations of basic physics or common-sense expectations. Some minor inconsistencies in scale and motion continuity exist, but they do not undermine overall coherence.\n\nOverall assessment:\nThe video demonstrates solid technical execution with coherent physical behavior, but it does not fully realize the detailed prompt specifications. The evaluation aligns with a high-but-not-perfect Visual Quality, a moderate Text-to-Video Alignment, and a strong Physical/Common-sense Consistency.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.46875,
+ "TA": 2.953125,
+ "MQ": 3.8125,
+ "Overall": 10.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes an extreme macro shot with a slightly overhead perspective that transitions into a circling motion around a central subject. It mentions high-speed photography and extreme slow motion, with a smooth black jade Go piece spinning like a top at the intersection of grid lines on a heavy, solid wooden board. The piece should be jet-black with flawless double-sided curved lines, a meticulously polished, mirror-smooth surface reflecting a soft, bright light from the side into a swirling white halo. The camera should follow the movement, capturing subtle air drafts and the contrast between the piece's texture and the rich wood. The scene should convey a sense of age-worn richness with a calm, focused, elegant, and tense zen atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The piece sits on a wooden board with visible grain, and lighting provides good contrast between the dark object and the lighter wood. The sequence shows a gradual shift in perspective, suggesting camera movement. The rendering is clean with minimal artifacts, and the overall image quality is high. However, there are minor inconsistencies in the perceived size and position of the piece across frames, indicating small stability issues during the transition. Overall, visual quality is solid but not perfect.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including the extreme macro framing, the overhead-to-circling motion, and the central placement of the piece on a wooden board. However, some key prompt details are not convincingly realized: the piece does not clearly exhibit the described jet-black color or the specific double-sided curved lines, and the anticipated swirling white halo is not evident. The spinning motion is not clearly demonstrated, and the notion of a perfectly smooth, mirror-polished surface is only partially achieved. In sum, alignment is moderate rather than exact.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the piece remains centered on the board, lighting and shadows behave consistently, and the board texture appears authentic. There are no obvious violations of basic physics or common-sense expectations. Some minor inconsistencies in scale and motion continuity exist, but they do not undermine overall coherence.\n\nOverall assessment:\nThe video demonstrates solid technical execution with coherent physical behavior, but it does not fully realize the detailed prompt specifications. The evaluation aligns with a high-but-not-perfect Visual Quality, a moderate Text-to-Video Alignment, and a strong Physical/Common-sense Consistency.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_2/index_tensor([45, 45])_group_2_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_2/index_tensor([45, 45])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b4bafdab7a95bd3ba2b24ef822a0054834bb68d3
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_2/index_tensor([45, 45])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "fluid, low-angled tracking shot gracefully circles a young woman as she twirls joyfully and continuously through the classic cobblestone streets of Paris. Her long, honey-blonde hair flows around her, catching the light, and a brilliant, unrestrained laugh graces her face. She wears a flowing, knee-length red chiffon sundress with a white polka-dot pattern, the fabric billowing gracefully with her movements. In her hand, she clutches a vintage-style silver-and-black film camera. As she twirls, she intermittently and playfully raises the camera to her eye, her finger decisively pressing the shutter button with a click, capturing a snapshot of her surroundings before seamlessly continuing her dance. The entire scene is bathed in the golden, syrupy light of late afternoon, casting long, soft shadows and creating a warm, cinematic lens flare as the camera pans. In the background, the iconic Eiffel Tower stands majestically against a clear sky, its iron latticework gleaming in the warm light, creating a blissful atmosphere of romance, carefreeness, and pure wanderlust.",
+ "seed": 5708,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_2/index_45_seed_5708_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": 2.453125,
+ "video_score2_ta": 3.40625,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 8.9375,
+ "avg": 8.921875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "fluid, low-angled tracking shot gracefully circles a young woman as she twirls joyfully and continuously through the classic cobblestone streets of Paris. Her long, honey-blonde hair flows around her, catching the light, and a brilliant, unrestrained laugh graces her face. She wears a flowing, knee-length red chiffon sundress with a white polka-dot pattern, the fabric billowing gracefully with her movements. In her hand, she clutches a vintage-style silver-and-black film camera. As she twirls, she intermittently and playfully raises the camera to her eye, her finger decisively pressing the shutter button with a click, capturing a snapshot of her surroundings before seamlessly continuing her dance. The entire scene is bathed in the golden, syrupy light of late afternoon, casting long, soft shadows and creating a warm, cinematic lens flare as the camera pans. In the background, the iconic Eiffel Tower stands majestically against a clear sky, its iron latticework gleaming in the warm light, creating a blissful atmosphere of romance, carefreeness, and pure wanderlust.",
+ "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 fluid, low-angled tracking shot that circles a young woman as she twirls joyfully through classic cobblestone streets of Paris. She has long, honey-blonde hair, a bright expression, and wears a flowing knee-length red chiffon sundress with a white polka dot pattern. In her hand she holds a vintage style silver and black film camera, raising it to her eye at times to capture a snapshot before continuing her dance. The scene is bathed in warm golden light with long soft shadows and a warm cinematic lens flare as the camera pans. The background features the iconic Eiffel Tower against a clear sky, its iron latticework gleaming in the warm light, conveying a sense of romance, carefreeness, and pure wanderlust.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity. Some frames exhibit motion blur during the twirling, and there are occasional distortions in the subject's proportions. The background remains reasonably stable, though there are minor inconsistencies in perspective across frames. Lighting and color grading are generally consistent with warm golden hour tones, and the cinematic lens flare is present. The sequence is smooth overall, but the combination of blur and minor distortions keeps the quality from being higher.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman with long blonde hair, wearing a red polka dot dress, holding a vintage camera, twirling in front of the Eiffel Tower, under warm lighting, with a tracking shot that follows her movement. The cobblestone street setting is not clearly depicted, which is a minor deviation. The mood of romance and carefreeness is conveyed, and the sequence largely matches the described actions including the camera interaction and the overall composition. A few small deviations exist, but they do not significantly detract from the alignment.\n\nPhysical Consistency (Common-sense):\nPhysical consistency is moderate (score 3). There are some frame to frame variations in body proportions and occasional awkward poses during the twirl, along with minor perspective shifts in the background. These issues are noticeable but do not completely undermine the scene, resulting in a mid level assessment 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": 2.453125,
+ "TA": 3.40625,
+ "MQ": 3.0625,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a fluid, low-angled tracking shot that circles a young woman as she twirls joyfully through classic cobblestone streets of Paris. She has long, honey-blonde hair, a bright expression, and wears a flowing knee-length red chiffon sundress with a white polka dot pattern. In her hand she holds a vintage style silver and black film camera, raising it to her eye at times to capture a snapshot before continuing her dance. The scene is bathed in warm golden light with long soft shadows and a warm cinematic lens flare as the camera pans. The background features the iconic Eiffel Tower against a clear sky, its iron latticework gleaming in the warm light, conveying a sense of romance, carefreeness, and pure wanderlust.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity. Some frames exhibit motion blur during the twirling, and there are occasional distortions in the subject's proportions. The background remains reasonably stable, though there are minor inconsistencies in perspective across frames. Lighting and color grading are generally consistent with warm golden hour tones, and the cinematic lens flare is present. The sequence is smooth overall, but the combination of blur and minor distortions keeps the quality from being higher.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman with long blonde hair, wearing a red polka dot dress, holding a vintage camera, twirling in front of the Eiffel Tower, under warm lighting, with a tracking shot that follows her movement. The cobblestone street setting is not clearly depicted, which is a minor deviation. The mood of romance and carefreeness is conveyed, and the sequence largely matches the described actions including the camera interaction and the overall composition. A few small deviations exist, but they do not significantly detract from the alignment.\n\nPhysical Consistency (Common-sense):\nPhysical consistency is moderate (score 3). There are some frame to frame variations in body proportions and occasional awkward poses during the twirl, along with minor perspective shifts in the background. These issues are noticeable but do not completely undermine the scene, resulting in a mid level assessment 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": "fluid, low-angled tracking shot gracefully circles a young woman as she twirls joyfully and continuously through the classic cobblestone streets of Paris. Her long, honey-blonde hair flows around her, catching the light, and a brilliant, unrestrained laugh graces her face. She wears a flowing, knee-length red chiffon sundress with a white polka-dot pattern, the fabric billowing gracefully with her movements. In her hand, she clutches a vintage-style silver-and-black film camera. As she twirls, she intermittently and playfully raises the camera to her eye, her finger decisively pressing the shutter button with a click, capturing a snapshot of her surroundings before seamlessly continuing her dance. The entire scene is bathed in the golden, syrupy light of late afternoon, casting long, soft shadows and creating a warm, cinematic lens flare as the camera pans. In the background, the iconic Eiffel Tower stands majestically against a clear sky, its iron latticework gleaming in the warm light, creating a blissful atmosphere of romance, carefreeness, and pure wanderlust.",
+ "seed": 5709,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_2/index_45_seed_5709_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": 3.40625,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 9.375,
+ "avg": 9.375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "fluid, low-angled tracking shot gracefully circles a young woman as she twirls joyfully and continuously through the classic cobblestone streets of Paris. Her long, honey-blonde hair flows around her, catching the light, and a brilliant, unrestrained laugh graces her face. She wears a flowing, knee-length red chiffon sundress with a white polka-dot pattern, the fabric billowing gracefully with her movements. In her hand, she clutches a vintage-style silver-and-black film camera. As she twirls, she intermittently and playfully raises the camera to her eye, her finger decisively pressing the shutter button with a click, capturing a snapshot of her surroundings before seamlessly continuing her dance. The entire scene is bathed in the golden, syrupy light of late afternoon, casting long, soft shadows and creating a warm, cinematic lens flare as the camera pans. In the background, the iconic Eiffel Tower stands majestically against a clear sky, its iron latticework gleaming in the warm light, creating a blissful atmosphere of romance, carefreeness, and pure wanderlust.",
+ "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 fluid, low-angled tracking shot that circles a young woman as she twirls joyfully through classic cobblestone streets of Paris. Her long, honey-blonde hair flows around her, catching the light, and a brilliant, unrestrained laugh graces her face. She wears a flowing, knee-length red chiffon sundress with a white polka dot pattern, the fabric billowing gracefully with her movements. In her hand, she clutches a vintage style silver and black film camera. As she twirls, she intermittently and playfully raises the camera to her eye, her finger decisively pressing the shutter button with a click, capturing a snapshot of her surroundings before seamlessly continuing her dance. The entire scene is bathed in the golden, syrupy light of late afternoon, casting long, soft shadows and creating a warm, cinematic lens flare as the camera pans. In the background, the iconic Eiffel Tower stands majestically against a clear sky, its iron latticework gleaming in the warm light, creating a blissful atmosphere of romance, carefreeness, and pure wanderlust\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect perceived quality. Lighting is warm and cinematic, yet some frames exhibit slight overexposure or bloom that reduces fine detail. The Eiffel Tower remains recognizable and the color palette stays cohesive, but occasional compression artifacts and minor motion blur during the twirl reduce sharpness. The tracking motion is generally smooth, though a few frames show minor jitter. In sum, the visuals convey the intended mood, but do not reach high fidelity throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman with long blonde hair, wearing a red dress with a white polka dot pattern, holding a vintage camera, twirling through cobblestones with a joyful expression, under warm golden light, with the Eiffel Tower in view. The sequence includes the camera raised to the eye and the implied shutter action, and the overall composition mirrors the described tracking shot. A few minor deviations exist, such as slight variations in dress length or pattern visibility, and occasional differences in the exact pose during the twirl. These do not substantially detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and anatomy, with natural movement and coherent lighting interactions. However, there are subtle inconsistencies in fabric dynamics and some lighting reflections that prevent perfect realism. No major physics violations are evident, but the overall believability is 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": 2.90625,
+ "TA": 3.40625,
+ "MQ": 3.0625,
+ "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 fluid, low-angled tracking shot that circles a young woman as she twirls joyfully through classic cobblestone streets of Paris. Her long, honey-blonde hair flows around her, catching the light, and a brilliant, unrestrained laugh graces her face. She wears a flowing, knee-length red chiffon sundress with a white polka dot pattern, the fabric billowing gracefully with her movements. In her hand, she clutches a vintage style silver and black film camera. As she twirls, she intermittently and playfully raises the camera to her eye, her finger decisively pressing the shutter button with a click, capturing a snapshot of her surroundings before seamlessly continuing her dance. The entire scene is bathed in the golden, syrupy light of late afternoon, casting long, soft shadows and creating a warm, cinematic lens flare as the camera pans. In the background, the iconic Eiffel Tower stands majestically against a clear sky, its iron latticework gleaming in the warm light, creating a blissful atmosphere of romance, carefreeness, and pure wanderlust\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect perceived quality. Lighting is warm and cinematic, yet some frames exhibit slight overexposure or bloom that reduces fine detail. The Eiffel Tower remains recognizable and the color palette stays cohesive, but occasional compression artifacts and minor motion blur during the twirl reduce sharpness. The tracking motion is generally smooth, though a few frames show minor jitter. In sum, the visuals convey the intended mood, but do not reach high fidelity throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young woman with long blonde hair, wearing a red dress with a white polka dot pattern, holding a vintage camera, twirling through cobblestones with a joyful expression, under warm golden light, with the Eiffel Tower in view. The sequence includes the camera raised to the eye and the implied shutter action, and the overall composition mirrors the described tracking shot. A few minor deviations exist, such as slight variations in dress length or pattern visibility, and occasional differences in the exact pose during the twirl. These do not substantially detract from the alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and anatomy, with natural movement and coherent lighting interactions. However, there are subtle inconsistencies in fabric dynamics and some lighting reflections that prevent perfect realism. No major physics violations are evident, but the overall believability is not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "fluid, low-angled tracking shot gracefully circles a young woman as she twirls joyfully and continuously through the classic cobblestone streets of Paris. Her long, honey-blonde hair flows around her, catching the light, and a brilliant, unrestrained laugh graces her face. She wears a flowing, knee-length red chiffon sundress with a white polka-dot pattern, the fabric billowing gracefully with her movements. In her hand, she clutches a vintage-style silver-and-black film camera. As she twirls, she intermittently and playfully raises the camera to her eye, her finger decisively pressing the shutter button with a click, capturing a snapshot of her surroundings before seamlessly continuing her dance. The entire scene is bathed in the golden, syrupy light of late afternoon, casting long, soft shadows and creating a warm, cinematic lens flare as the camera pans. In the background, the iconic Eiffel Tower stands majestically against a clear sky, its iron latticework gleaming in the warm light, creating a blissful atmosphere of romance, carefreeness, and pure wanderlust.",
+ "seed": 5710,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_2/index_45_seed_5710_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_overall": 9.8125,
+ "avg": 9.8125,
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+ "question": "fluid, low-angled tracking shot gracefully circles a young woman as she twirls joyfully and continuously through the classic cobblestone streets of Paris. Her long, honey-blonde hair flows around her, catching the light, and a brilliant, unrestrained laugh graces her face. She wears a flowing, knee-length red chiffon sundress with a white polka-dot pattern, the fabric billowing gracefully with her movements. In her hand, she clutches a vintage-style silver-and-black film camera. As she twirls, she intermittently and playfully raises the camera to her eye, her finger decisively pressing the shutter button with a click, capturing a snapshot of her surroundings before seamlessly continuing her dance. The entire scene is bathed in the golden, syrupy light of late afternoon, casting long, soft shadows and creating a warm, cinematic lens flare as the camera pans. In the background, the iconic Eiffel Tower stands majestically against a clear sky, its iron latticework gleaming in the warm light, creating a blissful atmosphere of romance, carefreeness, and pure wanderlust.",
+ "token_credit_reward": 9.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a fluid, low-angled tracking shot that circles a young woman as she twirls joyfully through classic cobblestone streets of Paris. Her long, honey-blonde hair flows around her, catching the light, and a brilliant, unrestrained laugh graces her face. She wears a flowing, knee-length red chiffon sundress with a white polka dot pattern, the fabric billowing gracefully with her movements. In her hand, she clutches a vintage style silver and black film camera. As she twirls, she intermittently and playfully raises the camera to her eye, her finger decisively pressing the shutter button with a click, capturing a snapshot of her surroundings before seamlessly continuing her dance. The entire scene is bathed in the golden, syrupy light of late afternoon, casting long, soft shadows and creating a warm, cinematic lens flare as the camera pans. In the background, the iconic Eiffel Tower stands majestically against a clear sky, its iron latticework gleaming in the warm light, creating a blissful atmosphere of romance, carefreeness, and pure wanderlust\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are occasional soft areas and minor compression artifacts that prevent a high end look. The lighting remains warm and cinematic, yet some frames exhibit slight color inconsistencies or bloom that slightly reduces realism. The motion appears smooth enough across the sequence, though a few frames show minor blur during rapid movement. The composition and depth cues are acceptable, and the background elements like the Eiffel Tower remain recognizable, but the overall polish does not reach top tier levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: a young woman with long blonde hair, wearing a red dress with white polka dots, holding a vintage film camera, twirling through cobblestone streets with the Eiffel Tower in view under warm golden light. The camera work includes a low angle tracking feel and the subject's movements align with the described actions. Some minor deviations exist such as slight variations in dress length or pattern visibility and occasional differences in the exact pose or timing of the shutter press, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and human proportions, with natural fabric flow and plausible interaction between the subject and environment. However, there are subtle inconsistencies in motion dynamics and lighting interactions that prevent a higher level of realism. No major physics violations are evident, but the overall coherence could be improved to better match 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": 3.046875,
+ "TA": 3.6875,
+ "MQ": 3.078125,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a fluid, low-angled tracking shot that circles a young woman as she twirls joyfully through classic cobblestone streets of Paris. Her long, honey-blonde hair flows around her, catching the light, and a brilliant, unrestrained laugh graces her face. She wears a flowing, knee-length red chiffon sundress with a white polka dot pattern, the fabric billowing gracefully with her movements. In her hand, she clutches a vintage style silver and black film camera. As she twirls, she intermittently and playfully raises the camera to her eye, her finger decisively pressing the shutter button with a click, capturing a snapshot of her surroundings before seamlessly continuing her dance. The entire scene is bathed in the golden, syrupy light of late afternoon, casting long, soft shadows and creating a warm, cinematic lens flare as the camera pans. In the background, the iconic Eiffel Tower stands majestically against a clear sky, its iron latticework gleaming in the warm light, creating a blissful atmosphere of romance, carefreeness, and pure wanderlust\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are occasional soft areas and minor compression artifacts that prevent a high end look. The lighting remains warm and cinematic, yet some frames exhibit slight color inconsistencies or bloom that slightly reduces realism. The motion appears smooth enough across the sequence, though a few frames show minor blur during rapid movement. The composition and depth cues are acceptable, and the background elements like the Eiffel Tower remain recognizable, but the overall polish does not reach top tier levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: a young woman with long blonde hair, wearing a red dress with white polka dots, holding a vintage film camera, twirling through cobblestone streets with the Eiffel Tower in view under warm golden light. The camera work includes a low angle tracking feel and the subject's movements align with the described actions. Some minor deviations exist such as slight variations in dress length or pattern visibility and occasional differences in the exact pose or timing of the shutter press, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and human proportions, with natural fabric flow and plausible interaction between the subject and environment. However, there are subtle inconsistencies in motion dynamics and lighting interactions that prevent a higher level of realism. No major physics violations are evident, but the overall coherence could be improved to better match 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": "fluid, low-angled tracking shot gracefully circles a young woman as she twirls joyfully and continuously through the classic cobblestone streets of Paris. Her long, honey-blonde hair flows around her, catching the light, and a brilliant, unrestrained laugh graces her face. She wears a flowing, knee-length red chiffon sundress with a white polka-dot pattern, the fabric billowing gracefully with her movements. In her hand, she clutches a vintage-style silver-and-black film camera. As she twirls, she intermittently and playfully raises the camera to her eye, her finger decisively pressing the shutter button with a click, capturing a snapshot of her surroundings before seamlessly continuing her dance. The entire scene is bathed in the golden, syrupy light of late afternoon, casting long, soft shadows and creating a warm, cinematic lens flare as the camera pans. In the background, the iconic Eiffel Tower stands majestically against a clear sky, its iron latticework gleaming in the warm light, creating a blissful atmosphere of romance, carefreeness, and pure wanderlust.",
+ "seed": 5711,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_2/index_45_seed_5711_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.125,
+ "video_score2_ta": 3.6875,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 10.0,
+ "avg": 9.96875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "fluid, low-angled tracking shot gracefully circles a young woman as she twirls joyfully and continuously through the classic cobblestone streets of Paris. Her long, honey-blonde hair flows around her, catching the light, and a brilliant, unrestrained laugh graces her face. She wears a flowing, knee-length red chiffon sundress with a white polka-dot pattern, the fabric billowing gracefully with her movements. In her hand, she clutches a vintage-style silver-and-black film camera. As she twirls, she intermittently and playfully raises the camera to her eye, her finger decisively pressing the shutter button with a click, capturing a snapshot of her surroundings before seamlessly continuing her dance. The entire scene is bathed in the golden, syrupy light of late afternoon, casting long, soft shadows and creating a warm, cinematic lens flare as the camera pans. In the background, the iconic Eiffel Tower stands majestically against a clear sky, its iron latticework gleaming in the warm light, creating a blissful atmosphere of romance, carefreeness, and pure wanderlust.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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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 fluid, low-angled tracking shot that circles a young woman as she twirls joyfully through classic cobblestone streets of Paris. Her long, honey-blonde hair flows around her, catching the light, and a brilliant, unrestrained laugh graces her face. She wears a flowing, knee-length red chiffon sundress with a white polka dot pattern, the fabric billowing gracefully with her movements. In her hand, she clutches a vintage style silver and black film camera. As she twirls, she intermittently and playfully raises the camera to her eye, her finger decisively pressing the shutter button with a click, capturing a snapshot of her surroundings before seamlessly continuing her dance. The entire scene is bathed in the golden, syrupy light of late afternoon, casting long, soft shadows and creating a warm, cinematic lens flare as the camera pans. In the background, the iconic Eiffel Tower stands majestically against a clear sky, its iron latticework gleaming in the warm light, creating a blissful atmosphere of romance, carefreeness, and pure wanderlust\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 are occasional compression artifacts and mild noise in some frames, and while lighting remains warm and generally consistent, it does not reach a consistently high cinematic quality. The motion appears reasonably smooth across the sequence, though minor frame-to-frame inconsistencies can be observed. The composition and framing are acceptable, and color grading supports the warm tone, but overall sharpness and artifact control do not fully meet a top-tier standard.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: a young woman with long blonde hair, wearing a red polka dot dress, holding a vintage camera, twirling through cobblestone streets with the Eiffel Tower in the background, under warm golden light, with a playful interaction with the camera. The camera work includes a low angle and a tracking motion that follows the subject, contributing to a faithful rendering of the scene. Some minor deviations exist in exact timing of the shutter press and in the precise cadence of the twirl, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and anatomy, with natural movement and coherent spatial relationships between the subject, the camera, and the environment. However, there are subtle inconsistencies in motion dynamics and lighting interactions that prevent a higher score; no major physics violations are evident, but the overall realism is not flawless.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.125,
+ "TA": 3.6875,
+ "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 fluid, low-angled tracking shot that circles a young woman as she twirls joyfully through classic cobblestone streets of Paris. Her long, honey-blonde hair flows around her, catching the light, and a brilliant, unrestrained laugh graces her face. She wears a flowing, knee-length red chiffon sundress with a white polka dot pattern, the fabric billowing gracefully with her movements. In her hand, she clutches a vintage style silver and black film camera. As she twirls, she intermittently and playfully raises the camera to her eye, her finger decisively pressing the shutter button with a click, capturing a snapshot of her surroundings before seamlessly continuing her dance. The entire scene is bathed in the golden, syrupy light of late afternoon, casting long, soft shadows and creating a warm, cinematic lens flare as the camera pans. In the background, the iconic Eiffel Tower stands majestically against a clear sky, its iron latticework gleaming in the warm light, creating a blissful atmosphere of romance, carefreeness, and pure wanderlust\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 are occasional compression artifacts and mild noise in some frames, and while lighting remains warm and generally consistent, it does not reach a consistently high cinematic quality. The motion appears reasonably smooth across the sequence, though minor frame-to-frame inconsistencies can be observed. The composition and framing are acceptable, and color grading supports the warm tone, but overall sharpness and artifact control do not fully meet a top-tier standard.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: a young woman with long blonde hair, wearing a red polka dot dress, holding a vintage camera, twirling through cobblestone streets with the Eiffel Tower in the background, under warm golden light, with a playful interaction with the camera. The camera work includes a low angle and a tracking motion that follows the subject, contributing to a faithful rendering of the scene. Some minor deviations exist in exact timing of the shutter press and in the precise cadence of the twirl, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics and anatomy, with natural movement and coherent spatial relationships between the subject, the camera, and the environment. However, there are subtle inconsistencies in motion dynamics and lighting interactions that prevent a higher score; no major physics violations are evident, but the overall realism is not flawless.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_3/index_tensor([7860, 7860])_group_3_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_3/index_tensor([7860, 7860])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba9ab4b1ed500696d9b72e38af5db11720b2a936
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_3/index_tensor([7860, 7860])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, full-length, long shot, shot from a slightly elevated angle, focuses squarely on a woman in the center of a vast, empty stage. A powerful, pure white spotlight shines vertically from above, sculpting her from the deep, velvety darkness surrounding her. She wears a vibrant scarlet satin gown, floor-length, with a fitted bodice that frames her graceful silhouette. Her raven hair is neatly tied into a high bun. She is in the midst of a continuous, powerful pirouette, her arms gracefully extended to her sides for balance, her face etched with an expression of rapt, almost ecstatic concentration. Her swift gyrations bring her immense skirt to life, dramatically soaring upward and unfurling into a perfectly circular red vortex, almost parallel to the dark, polished wooden floor. The folds of the fabric shimmer with a fluid sheen in the spotlight. Her dancing blurry reflection and a faint crimson halo are reflected on the floor. The whole picture is full of loneliness, passion and pure dynamic beauty, creating a breathtaking artistic atmosphere.",
+ "seed": 20050,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_3/index_7860_seed_20050_dp_6_rank_12_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.0,
+ "video_score2_ta": 3.6875,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 9.8125,
+ "avg": 9.796875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, full-length, long shot, shot from a slightly elevated angle, focuses squarely on a woman in the center of a vast, empty stage. A powerful, pure white spotlight shines vertically from above, sculpting her from the deep, velvety darkness surrounding her. She wears a vibrant scarlet satin gown, floor-length, with a fitted bodice that frames her graceful silhouette. Her raven hair is neatly tied into a high bun. She is in the midst of a continuous, powerful pirouette, her arms gracefully extended to her sides for balance, her face etched with an expression of rapt, almost ecstatic concentration. Her swift gyrations bring her immense skirt to life, dramatically soaring upward and unfurling into a perfectly circular red vortex, almost parallel to the dark, polished wooden floor. The folds of the fabric shimmer with a fluid sheen in the spotlight. Her dancing blurry reflection and a faint crimson halo are reflected on the floor. The whole picture is full of loneliness, passion and pure dynamic beauty, creating a breathtaking artistic atmosphere.",
+ "token_credit_reward": 9.8125,
+ "selected_reward": 9.8125,
+ "frame_importance": [
+ 0.313285768032074,
+ 0.4205388128757477,
+ 0.26617541909217834
+ ],
+ "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 dancer in a vibrant red gown performing a continuous, powerful pirouette on a vast, empty stage under a strong spotlight, with a flowing skirt and a dramatic, fluid motion. The scene aims for a strong contrast between the bright spotlight and the dark surroundings, emphasizing the dancer's movement and emotional expression.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur during the spinning sequence. The lighting creates a pronounced spotlight effect and the red dress remains vivid, yet fine details are not consistently crisp. The sequence appears stable with no major distortions, though the softness reduces perceived sharpness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a dancer in a red gown performing a continuous pirouette on a stage with a spotlight, matching the core elements. Some nuanced aspects—such as the exact arm positioning and the precise dynamics of the skirt—vary slightly, but the essential features described in the prompt are well captured.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The motion generally follows plausible ballet dynamics, with believable body alignment and fabric flow. There are minor inconsistencies in arm extension and footwork timing, and occasional slight exaggeration in fabric motion, which prevents 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": {
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+ "TA": 3.6875,
+ "MQ": 3.109375,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dancer in a vibrant red gown performing a continuous, powerful pirouette on a vast, empty stage under a strong spotlight, with a flowing skirt and a dramatic, fluid motion. The scene aims for a strong contrast between the bright spotlight and the dark surroundings, emphasizing the dancer's movement and emotional expression.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur during the spinning sequence. The lighting creates a pronounced spotlight effect and the red dress remains vivid, yet fine details are not consistently crisp. The sequence appears stable with no major distortions, though the softness reduces perceived sharpness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a dancer in a red gown performing a continuous pirouette on a stage with a spotlight, matching the core elements. Some nuanced aspects—such as the exact arm positioning and the precise dynamics of the skirt—vary slightly, but the essential features described in the prompt are well captured.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The motion generally follows plausible ballet dynamics, with believable body alignment and fabric flow. There are minor inconsistencies in arm extension and footwork timing, and occasional slight exaggeration in fabric motion, which prevents 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": "static, full-length, long shot, shot from a slightly elevated angle, focuses squarely on a woman in the center of a vast, empty stage. A powerful, pure white spotlight shines vertically from above, sculpting her from the deep, velvety darkness surrounding her. She wears a vibrant scarlet satin gown, floor-length, with a fitted bodice that frames her graceful silhouette. Her raven hair is neatly tied into a high bun. She is in the midst of a continuous, powerful pirouette, her arms gracefully extended to her sides for balance, her face etched with an expression of rapt, almost ecstatic concentration. Her swift gyrations bring her immense skirt to life, dramatically soaring upward and unfurling into a perfectly circular red vortex, almost parallel to the dark, polished wooden floor. The folds of the fabric shimmer with a fluid sheen in the spotlight. Her dancing blurry reflection and a faint crimson halo are reflected on the floor. The whole picture is full of loneliness, passion and pure dynamic beauty, creating a breathtaking artistic atmosphere.",
+ "seed": 20051,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_3/index_7860_seed_20051_dp_6_rank_12_sample_1_slot_1.mp4",
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+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 3.59375,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 9.6875,
+ "avg": 9.71875,
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+ "question": "static, full-length, long shot, shot from a slightly elevated angle, focuses squarely on a woman in the center of a vast, empty stage. A powerful, pure white spotlight shines vertically from above, sculpting her from the deep, velvety darkness surrounding her. She wears a vibrant scarlet satin gown, floor-length, with a fitted bodice that frames her graceful silhouette. Her raven hair is neatly tied into a high bun. She is in the midst of a continuous, powerful pirouette, her arms gracefully extended to her sides for balance, her face etched with an expression of rapt, almost ecstatic concentration. Her swift gyrations bring her immense skirt to life, dramatically soaring upward and unfurling into a perfectly circular red vortex, almost parallel to the dark, polished wooden floor. The folds of the fabric shimmer with a fluid sheen in the spotlight. Her dancing blurry reflection and a faint crimson halo are reflected on the floor. The whole picture is full of loneliness, passion and pure dynamic beauty, creating a breathtaking artistic atmosphere.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dancer in a vibrant red gown performing a continuous, powerful pirouette on a vast, empty stage under a strong spotlight, with a fluid, dramatic motion and a sense of solitude and passionate dynamism. The video largely captures these elements, though some details are not perfectly realized throughout the sequence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the dancer, but there are occasional softness and minor compression artifacts that prevent a higher-fidelity impression. The lighting creates a strong spotlight effect and good contrast against the dark background, yet some frames exhibit slight bloom or uneven exposure, which slightly reduces perceived sharpness. The motion remains reasonably smooth across the sequence, with no major distortions, but the overall polish does not reach a high-end level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a dancer in a red gown performing a continuous pirouette on a large, empty stage with a spotlight, matching the core concept. The scene conveys the intended mood and dynamics, including the flowing skirt and expressive pose. A few minor deviations exist: the hair styling appears less formal than a high bun, and the floor reflection is not always clearly visible; however, these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dancer’s proportions and movement are generally plausible, and the gown’s motion aligns with the spin. There are occasional small inconsistencies in fabric behavior or shadow interaction that prevent perfect realism, but nothing that breaks the overall believability of the performance.\n\n\n(1) visual quality: 3\n(2) 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": 3.59375,
+ "MQ": 3.140625,
+ "Overall": 9.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dancer in a vibrant red gown performing a continuous, powerful pirouette on a vast, empty stage under a strong spotlight, with a fluid, dramatic motion and a sense of solitude and passionate dynamism. The video largely captures these elements, though some details are not perfectly realized throughout the sequence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the dancer, but there are occasional softness and minor compression artifacts that prevent a higher-fidelity impression. The lighting creates a strong spotlight effect and good contrast against the dark background, yet some frames exhibit slight bloom or uneven exposure, which slightly reduces perceived sharpness. The motion remains reasonably smooth across the sequence, with no major distortions, but the overall polish does not reach a high-end level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a dancer in a red gown performing a continuous pirouette on a large, empty stage with a spotlight, matching the core concept. The scene conveys the intended mood and dynamics, including the flowing skirt and expressive pose. A few minor deviations exist: the hair styling appears less formal than a high bun, and the floor reflection is not always clearly visible; however, these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dancer’s proportions and movement are generally plausible, and the gown’s motion aligns with the spin. There are occasional small inconsistencies in fabric behavior or shadow interaction that prevent perfect realism, but nothing that breaks the overall believability of the performance.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dancer in a vibrant red gown performing a continuous, powerful pirouette on a vast, empty stage under a strong spotlight, with dynamic movement and an expressive performance. The video largely captures these elements, though some details are not perfectly matched throughout.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the dancer, but there are occasional softness and minor compression artifacts that prevent a higher-fidelity look. The lighting creates dramatic contrast between the spotlight and the dark background, yet some frames exhibit slight bloom or uneven exposure, which slightly reduces perceived sharpness. The motion appears smooth across the sequence, and there are no major distortions; however, the overall polish does not reach a high-end level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a dancer in a red gown performing a continuous pirouette on a wide, empty stage with a spotlight, matching the core concept. Most key elements—pose, movement, and stage setting—are well represented. Some nuanced details (e.g., exact facial expression intensity, precise fabric dynamics, or subtle reflections) are present but not perfectly matched, leaving room for minor deviations while preserving the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dancer’s proportions and movement read as plausible, and the costume responds to motion in a believable way. However, there are occasional small inconsistencies in fabric behavior, shadow interaction, or timing of footwork relative to the rotation, preventing a flawless sense of realism. Overall, the scene remains coherent and credible, but not perfectly consistent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.21875,
+ "TA": 3.796875,
+ "MQ": 3.234375,
+ "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 dancer in a vibrant red gown performing a continuous, powerful pirouette on a vast, empty stage under a strong spotlight, with dynamic movement and an expressive performance. The video largely captures these elements, though some details are not perfectly matched throughout.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the dancer, but there are occasional softness and minor compression artifacts that prevent a higher-fidelity look. The lighting creates dramatic contrast between the spotlight and the dark background, yet some frames exhibit slight bloom or uneven exposure, which slightly reduces perceived sharpness. The motion appears smooth across the sequence, and there are no major distortions; however, the overall polish does not reach a high-end level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a dancer in a red gown performing a continuous pirouette on a wide, empty stage with a spotlight, matching the core concept. Most key elements—pose, movement, and stage setting—are well represented. Some nuanced details (e.g., exact facial expression intensity, precise fabric dynamics, or subtle reflections) are present but not perfectly matched, leaving room for minor deviations while preserving the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The dancer’s proportions and movement read as plausible, and the costume responds to motion in a believable way. However, there are occasional small inconsistencies in fabric behavior, shadow interaction, or timing of footwork relative to the rotation, preventing a flawless sense of realism. Overall, the scene remains coherent and credible, but not perfectly consistent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, full-length, long shot, shot from a slightly elevated angle, focuses squarely on a woman in the center of a vast, empty stage. A powerful, pure white spotlight shines vertically from above, sculpting her from the deep, velvety darkness surrounding her. She wears a vibrant scarlet satin gown, floor-length, with a fitted bodice that frames her graceful silhouette. Her raven hair is neatly tied into a high bun. She is in the midst of a continuous, powerful pirouette, her arms gracefully extended to her sides for balance, her face etched with an expression of rapt, almost ecstatic concentration. Her swift gyrations bring her immense skirt to life, dramatically soaring upward and unfurling into a perfectly circular red vortex, almost parallel to the dark, polished wooden floor. The folds of the fabric shimmer with a fluid sheen in the spotlight. Her dancing blurry reflection and a faint crimson halo are reflected on the floor. The whole picture is full of loneliness, passion and pure dynamic beauty, creating a breathtaking artistic atmosphere.",
+ "seed": 20053,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_3/index_7860_seed_20053_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.296875,
+ "video_score2_ta": 3.640625,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 10.1875,
+ "avg": 10.171875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, full-length, long shot, shot from a slightly elevated angle, focuses squarely on a woman in the center of a vast, empty stage. A powerful, pure white spotlight shines vertically from above, sculpting her from the deep, velvety darkness surrounding her. She wears a vibrant scarlet satin gown, floor-length, with a fitted bodice that frames her graceful silhouette. Her raven hair is neatly tied into a high bun. She is in the midst of a continuous, powerful pirouette, her arms gracefully extended to her sides for balance, her face etched with an expression of rapt, almost ecstatic concentration. Her swift gyrations bring her immense skirt to life, dramatically soaring upward and unfurling into a perfectly circular red vortex, almost parallel to the dark, polished wooden floor. The folds of the fabric shimmer with a fluid sheen in the spotlight. Her dancing blurry reflection and a faint crimson halo are reflected on the floor. The whole picture is full of loneliness, passion and pure dynamic beauty, creating a breathtaking artistic atmosphere.",
+ "token_credit_reward": 10.1875,
+ "selected_reward": 10.1875,
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+ "credit_map_shape": [
+ 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 dancer in a vibrant red gown performing a continuous, powerful pirouette on a vast, empty stage under a strong spotlight, with dynamic movement and an expressive performance. The video largely captures these elements, though some details are not perfectly realized in every frame.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the dancer, but there are occasional softness and minor compression artifacts that prevent a higher-fidelity look. The lighting creates a dramatic spotlight effect, yet some frames exhibit slight bloom or uneven contrast, reducing overall sharpness. The sequence remains coherent and legible, with no major distortions, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the dancer in a red gown, performing a pirouette on a wide, empty stage with a spotlight, matching the core elements. Some nuanced aspects—such as exact arm positioning during the turn, the precise timing of the skirt dynamics, and the depth of the emotional expression—are not perfectly captured in every moment, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The dancer’s pose and movement are generally plausible, and the gown responds to rotation with believable fabric motion. However, there are occasional minor inconsistencies in footwork, balance, and fabric behavior that prevent a flawless portrayal of realism. Overall, the dynamics feel credible, but not perfectly natural throughout.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.296875,
+ "TA": 3.640625,
+ "MQ": 3.234375,
+ "Overall": 10.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dancer in a vibrant red gown performing a continuous, powerful pirouette on a vast, empty stage under a strong spotlight, with dynamic movement and an expressive performance. The video largely captures these elements, though some details are not perfectly realized in every frame.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the dancer, but there are occasional softness and minor compression artifacts that prevent a higher-fidelity look. The lighting creates a dramatic spotlight effect, yet some frames exhibit slight bloom or uneven contrast, reducing overall sharpness. The sequence remains coherent and legible, with no major distortions, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the dancer in a red gown, performing a pirouette on a wide, empty stage with a spotlight, matching the core elements. Some nuanced aspects—such as exact arm positioning during the turn, the precise timing of the skirt dynamics, and the depth of the emotional expression—are not perfectly captured in every moment, but they do not significantly detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The dancer’s pose and movement are generally plausible, and the gown responds to rotation with believable fabric motion. However, there are occasional minor inconsistencies in footwork, balance, and fabric behavior that prevent a flawless portrayal of realism. Overall, the dynamics feel credible, but not perfectly natural throughout.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_4/index_tensor([3212, 3212])_group_4_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_4/index_tensor([3212, 3212])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..deaa76595b71f4f86066b27936870c78c6d3face
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_4/index_tensor([3212, 3212])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 25607,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_4/index_3212_seed_25607_dp_8_rank_16_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
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+ "video_score2_ta": 3.859375,
+ "video_score2_mq": 4.03125,
+ "video_score2_overall": 11.625,
+ "avg": 11.59375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level wide-angle shot captures a picturesque rural scene: a fluffy white sheep and a powerful brown cow stand side by side in a lush meadow beneath a vast, clear blue sky. The sheep, a thick, cloud-like mass of white wool with a rich, soft texture, tilts slightly towards the viewer, its head turned to gaze contentedly directly into the camera with dark, inquisitive eyes. Beside it, a large, chocolate-brown cow, its coat shimmering and glistening, lowers its head and calmly grazes; steadily and deliberately, it tears at the vibrant green grass, its powerful jaws moving in slow, rhythmic chewing motions that embody a state of utter tranquility. They nestle within a vast expanse of emerald green meadow, dotted with vibrant yellow buttercups and purple wildflowers, adding color to the landscape. In the background, gentle, emerald hills roll toward the horizon. The entire scene is bathed in the warm, brilliant light of the midday sun, which highlights the intricate textures of the wool and casts soft, fleeting shadows across the ground, creating an atmosphere of profound idyllic tranquility that perfectly captures the peaceful essence of rural life.",
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+ "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 static, eye-level wide-angle shot capturing a picturesque rural scene with a fluffy white sheep and a powerful brown cow standing side by side in a lush meadow beneath a vast, clear blue sky. The sheep is depicted as a thick, cloud-like mass of white wool with a rich, soft texture, tilting slightly toward the viewer while gazing contentedly into the camera with dark, inquisitive eyes. The brown cow, with a coat that shimmers and glistens, lowers its head to graze, with steady, deliberate chewing motions conveying a sense of tranquil activity. The scene includes a vast expanse of emerald green meadow dotted with vibrant yellow buttercups and purple wildflowers, with gentle hills rolling toward the horizon under warm, midday sunlight that highlights textures and casts soft shadows, creating an atmosphere of profound idyllic tranquility.\n\nVisual Quality Assessment:\nThe frames show generally good clarity and color fidelity. The sheep's wool texture is visible, the cow's coat has a natural sheen, and the meadow greens are present with decent contrast against the sky. Lighting remains consistent across frames, and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited motion between frames, giving a slightly stiff feel rather than a fully dynamic capture. Overall, visual quality is solid but not exceptional, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the core elements of the prompt: a static wide-angle view, a white sheep and a brown cow positioned together in a lush meadow under a blue sky, with the sheep oriented toward the camera and the cow grazing. The meadow, flowers, and lighting are well represented. Some nuanced aspects—such as the exact tilt of the sheep toward the viewer and the precise cadence of the cow’s chewing—are not perfectly realized, but the overall alignment remains strong. This corresponds to a high-but-not-perfect alignment score.\n\nPhysical Consistency (Common-sense):\nAnatomy and spatial relationships appear plausible: the sheep and cow are proportionate, their postures fit the described actions, and the environment supports a believable rural setting. There are minor deviations in motion dynamics and subtle interactions, but they do not undermine overall realism. The scene maintains coherent physical logic, supporting a solid common-sense consistency rating.\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": 3.703125,
+ "TA": 3.859375,
+ "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 static, eye-level wide-angle shot capturing a picturesque rural scene with a fluffy white sheep and a powerful brown cow standing side by side in a lush meadow beneath a vast, clear blue sky. The sheep is depicted as a thick, cloud-like mass of white wool with a rich, soft texture, tilting slightly toward the viewer while gazing contentedly into the camera with dark, inquisitive eyes. The brown cow, with a coat that shimmers and glistens, lowers its head to graze, with steady, deliberate chewing motions conveying a sense of tranquil activity. The scene includes a vast expanse of emerald green meadow dotted with vibrant yellow buttercups and purple wildflowers, with gentle hills rolling toward the horizon under warm, midday sunlight that highlights textures and casts soft shadows, creating an atmosphere of profound idyllic tranquility.\n\nVisual Quality Assessment:\nThe frames show generally good clarity and color fidelity. The sheep's wool texture is visible, the cow's coat has a natural sheen, and the meadow greens are present with decent contrast against the sky. Lighting remains consistent across frames, and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited motion between frames, giving a slightly stiff feel rather than a fully dynamic capture. Overall, visual quality is solid but not exceptional, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the core elements of the prompt: a static wide-angle view, a white sheep and a brown cow positioned together in a lush meadow under a blue sky, with the sheep oriented toward the camera and the cow grazing. The meadow, flowers, and lighting are well represented. Some nuanced aspects—such as the exact tilt of the sheep toward the viewer and the precise cadence of the cow’s chewing—are not perfectly realized, but the overall alignment remains strong. This corresponds to a high-but-not-perfect alignment score.\n\nPhysical Consistency (Common-sense):\nAnatomy and spatial relationships appear plausible: the sheep and cow are proportionate, their postures fit the described actions, and the environment supports a believable rural setting. There are minor deviations in motion dynamics and subtle interactions, but they do not undermine overall realism. The scene maintains coherent physical logic, supporting a solid common-sense consistency rating.\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, eye-level wide-angle shot captures a picturesque rural scene: a fluffy white sheep and a powerful brown cow stand side by side in a lush meadow beneath a vast, clear blue sky. The sheep, a thick, cloud-like mass of white wool with a rich, soft texture, tilts slightly towards the viewer, its head turned to gaze contentedly directly into the camera with dark, inquisitive eyes. Beside it, a large, chocolate-brown cow, its coat shimmering and glistening, lowers its head and calmly grazes; steadily and deliberately, it tears at the vibrant green grass, its powerful jaws moving in slow, rhythmic chewing motions that embody a state of utter tranquility. They nestle within a vast expanse of emerald green meadow, dotted with vibrant yellow buttercups and purple wildflowers, adding color to the landscape. In the background, gentle, emerald hills roll toward the horizon. The entire scene is bathed in the warm, brilliant light of the midday sun, which highlights the intricate textures of the wool and casts soft, fleeting shadows across the ground, creating an atmosphere of profound idyllic tranquility that perfectly captures the peaceful essence of rural life.",
+ "seed": 25608,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_4/index_3212_seed_25608_dp_8_rank_16_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.359375,
+ "video_score2_ta": 3.84375,
+ "video_score2_mq": 3.875,
+ "video_score2_overall": 11.0625,
+ "avg": 11.078125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level wide-angle shot captures a picturesque rural scene: a fluffy white sheep and a powerful brown cow stand side by side in a lush meadow beneath a vast, clear blue sky. The sheep, a thick, cloud-like mass of white wool with a rich, soft texture, tilts slightly towards the viewer, its head turned to gaze contentedly directly into the camera with dark, inquisitive eyes. Beside it, a large, chocolate-brown cow, its coat shimmering and glistening, lowers its head and calmly grazes; steadily and deliberately, it tears at the vibrant green grass, its powerful jaws moving in slow, rhythmic chewing motions that embody a state of utter tranquility. They nestle within a vast expanse of emerald green meadow, dotted with vibrant yellow buttercups and purple wildflowers, adding color to the landscape. In the background, gentle, emerald hills roll toward the horizon. The entire scene is bathed in the warm, brilliant light of the midday sun, which highlights the intricate textures of the wool and casts soft, fleeting shadows across the ground, creating an atmosphere of profound idyllic tranquility that perfectly captures the peaceful essence of rural life.",
+ "token_credit_reward": 11.0625,
+ "selected_reward": 11.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot capturing a picturesque rural scene with a fluffy white sheep and a powerful brown cow standing side by side in a lush meadow beneath a vast, clear blue sky. The sheep is depicted as a thick, cloud-like mass of white wool with a rich, soft texture, tilting slightly toward the viewer while gazing contently into the camera with dark, inquisitive eyes. The brown cow, with a coat that shimmers and glistens, lowers its head to graze, with steady, deliberate chewing motions conveying a sense of tranquil activity. The scene includes a vast expanse of emerald green meadow dotted with vibrant yellow buttercups and purple wildflowers, with gentle hills rolling toward the horizon under warm, midday sunlight that highlights textures and casts soft shadows, creating an atmosphere of profound idyllic tranquility.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains reasonably sharp, with natural colors and balanced lighting. There are no obvious distortions or artifacts, and the composition stays stable across frames. However, there are minor imperfections (e.g., occasional slight softness or subtle noise in some frames) that prevent a top-tier rating. The sequence reads as coherent and pleasant, but not outstanding in terms of visual fidelity.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The core elements—eye-level wide framing, a white sheep and a brown cow, a lush meadow, and a clear blue sky—are present and recognizable. The sheep’s appearance and the general pastoral setting match the description, and the scene conveys a tranquil mood. Some nuanced details (such as exact shading of the coat or the precise motion of the cow’s chewing) are not perfectly captured, but these do not significantly detract from the overall correspondence. Overall alignment is strong, with only minor deviations.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible animal proportions and interactions, with the animals positioned naturally within the landscape. Lighting and shadows are consistent with outdoor daylight conditions, supporting a believable environment. While the rendering is coherent, there may be small inconsistencies in fine-grained motion or micro-interactions that prevent a perfect score. Overall, physical consistency is solid and credible.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.359375,
+ "TA": 3.84375,
+ "MQ": 3.875,
+ "Overall": 11.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot capturing a picturesque rural scene with a fluffy white sheep and a powerful brown cow standing side by side in a lush meadow beneath a vast, clear blue sky. The sheep is depicted as a thick, cloud-like mass of white wool with a rich, soft texture, tilting slightly toward the viewer while gazing contently into the camera with dark, inquisitive eyes. The brown cow, with a coat that shimmers and glistens, lowers its head to graze, with steady, deliberate chewing motions conveying a sense of tranquil activity. The scene includes a vast expanse of emerald green meadow dotted with vibrant yellow buttercups and purple wildflowers, with gentle hills rolling toward the horizon under warm, midday sunlight that highlights textures and casts soft shadows, creating an atmosphere of profound idyllic tranquility.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and the imagery remains reasonably sharp, with natural colors and balanced lighting. There are no obvious distortions or artifacts, and the composition stays stable across frames. However, there are minor imperfections (e.g., occasional slight softness or subtle noise in some frames) that prevent a top-tier rating. The sequence reads as coherent and pleasant, but not outstanding in terms of visual fidelity.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt overall. The core elements—eye-level wide framing, a white sheep and a brown cow, a lush meadow, and a clear blue sky—are present and recognizable. The sheep’s appearance and the general pastoral setting match the description, and the scene conveys a tranquil mood. Some nuanced details (such as exact shading of the coat or the precise motion of the cow’s chewing) are not perfectly captured, but these do not significantly detract from the overall correspondence. Overall alignment is strong, with only minor deviations.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible animal proportions and interactions, with the animals positioned naturally within the landscape. Lighting and shadows are consistent with outdoor daylight conditions, supporting a believable environment. While the rendering is coherent, there may be small inconsistencies in fine-grained motion or micro-interactions that prevent a perfect score. Overall, physical consistency is solid and credible.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "static, eye-level wide-angle shot captures a picturesque rural scene: a fluffy white sheep and a powerful brown cow stand side by side in a lush meadow beneath a vast, clear blue sky. The sheep, a thick, cloud-like mass of white wool with a rich, soft texture, tilts slightly towards the viewer, its head turned to gaze contentedly directly into the camera with dark, inquisitive eyes. Beside it, a large, chocolate-brown cow, its coat shimmering and glistening, lowers its head and calmly grazes; steadily and deliberately, it tears at the vibrant green grass, its powerful jaws moving in slow, rhythmic chewing motions that embody a state of utter tranquility. They nestle within a vast expanse of emerald green meadow, dotted with vibrant yellow buttercups and purple wildflowers, adding color to the landscape. In the background, gentle, emerald hills roll toward the horizon. The entire scene is bathed in the warm, brilliant light of the midday sun, which highlights the intricate textures of the wool and casts soft, fleeting shadows across the ground, creating an atmosphere of profound idyllic tranquility that perfectly captures the peaceful essence of rural life.",
+ "seed": 25609,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_4/index_3212_seed_25609_dp_9_rank_18_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.34375,
+ "video_score2_ta": 3.59375,
+ "video_score2_mq": 3.34375,
+ "video_score2_overall": 10.25,
+ "avg": 10.28125,
+ "reward_records": [
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+ "question": "static, eye-level wide-angle shot captures a picturesque rural scene: a fluffy white sheep and a powerful brown cow stand side by side in a lush meadow beneath a vast, clear blue sky. The sheep, a thick, cloud-like mass of white wool with a rich, soft texture, tilts slightly towards the viewer, its head turned to gaze contentedly directly into the camera with dark, inquisitive eyes. Beside it, a large, chocolate-brown cow, its coat shimmering and glistening, lowers its head and calmly grazes; steadily and deliberately, it tears at the vibrant green grass, its powerful jaws moving in slow, rhythmic chewing motions that embody a state of utter tranquility. They nestle within a vast expanse of emerald green meadow, dotted with vibrant yellow buttercups and purple wildflowers, adding color to the landscape. In the background, gentle, emerald hills roll toward the horizon. The entire scene is bathed in the warm, brilliant light of the midday sun, which highlights the intricate textures of the wool and casts soft, fleeting shadows across the ground, creating an atmosphere of profound idyllic tranquility that perfectly captures the peaceful essence of rural life.",
+ "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 static, eye-level wide-angle shot capturing a picturesque rural scene with a fluffy white sheep and a powerful brown cow standing side by side in a lush meadow beneath a vast, clear blue sky. The sheep is depicted as a thick, cloud-like mass of white wool with a rich, soft texture, tilting slightly toward the viewer while gazing contentedly into the camera with dark, inquisitive eyes. The brown cow, with a coat that shimmers and glistens, lowers its head to graze, with steady, deliberate chewing motions conveying a sense of tranquil activity. The scene includes a vast expanse of emerald green meadow dotted with vibrant yellow buttercups and purple wildflowers, with gentle hills rolling toward the horizon under warm, midday sunlight that highlights textures and casts soft shadows, creating an atmosphere of profound idyllic tranquility.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and natural colors, but there are occasional minor artifacts and slight inconsistencies in sharpness across frames. Lighting remains generally stable, though not perfectly uniform throughout the sequence. The animals’ proportions are plausible, and the scene maintains a coherent pastoral look, but the overall polish is not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements described: a white sheep and a brown cow positioned side by side in a meadow, with the sheep tilting toward the camera and the cow grazing. The meadow features, lighting, and general composition align well with the description. Some nuanced details—such as the exact texture of the wool or the precise motion of the chewing—are present but not perfectly matched, resulting in a high but not perfect correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The animals’ anatomy and their interaction with the environment appear believable, and the scene adheres to basic physical expectations. However, there are minor inconsistencies in shading, scale cues, or subtle motion dynamics that prevent a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.34375,
+ "TA": 3.59375,
+ "MQ": 3.34375,
+ "Overall": 10.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot capturing a picturesque rural scene with a fluffy white sheep and a powerful brown cow standing side by side in a lush meadow beneath a vast, clear blue sky. The sheep is depicted as a thick, cloud-like mass of white wool with a rich, soft texture, tilting slightly toward the viewer while gazing contentedly into the camera with dark, inquisitive eyes. The brown cow, with a coat that shimmers and glistens, lowers its head to graze, with steady, deliberate chewing motions conveying a sense of tranquil activity. The scene includes a vast expanse of emerald green meadow dotted with vibrant yellow buttercups and purple wildflowers, with gentle hills rolling toward the horizon under warm, midday sunlight that highlights textures and casts soft shadows, creating an atmosphere of profound idyllic tranquility.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and natural colors, but there are occasional minor artifacts and slight inconsistencies in sharpness across frames. Lighting remains generally stable, though not perfectly uniform throughout the sequence. The animals’ proportions are plausible, and the scene maintains a coherent pastoral look, but the overall polish is not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements described: a white sheep and a brown cow positioned side by side in a meadow, with the sheep tilting toward the camera and the cow grazing. The meadow features, lighting, and general composition align well with the description. Some nuanced details—such as the exact texture of the wool or the precise motion of the chewing—are present but not perfectly matched, resulting in a high but not perfect correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The animals’ anatomy and their interaction with the environment appear believable, and the scene adheres to basic physical expectations. However, there are minor inconsistencies in shading, scale cues, or subtle motion dynamics that prevent a higher level of realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, eye-level wide-angle shot captures a picturesque rural scene: a fluffy white sheep and a powerful brown cow stand side by side in a lush meadow beneath a vast, clear blue sky. The sheep, a thick, cloud-like mass of white wool with a rich, soft texture, tilts slightly towards the viewer, its head turned to gaze contentedly directly into the camera with dark, inquisitive eyes. Beside it, a large, chocolate-brown cow, its coat shimmering and glistening, lowers its head and calmly grazes; steadily and deliberately, it tears at the vibrant green grass, its powerful jaws moving in slow, rhythmic chewing motions that embody a state of utter tranquility. They nestle within a vast expanse of emerald green meadow, dotted with vibrant yellow buttercups and purple wildflowers, adding color to the landscape. In the background, gentle, emerald hills roll toward the horizon. The entire scene is bathed in the warm, brilliant light of the midday sun, which highlights the intricate textures of the wool and casts soft, fleeting shadows across the ground, creating an atmosphere of profound idyllic tranquility that perfectly captures the peaceful essence of rural life.",
+ "seed": 25610,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_4/index_3212_seed_25610_dp_9_rank_18_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.09375,
+ "video_score2_ta": 2.96875,
+ "video_score2_mq": 3.328125,
+ "video_score2_overall": 9.375,
+ "avg": 9.390625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level wide-angle shot captures a picturesque rural scene: a fluffy white sheep and a powerful brown cow stand side by side in a lush meadow beneath a vast, clear blue sky. The sheep, a thick, cloud-like mass of white wool with a rich, soft texture, tilts slightly towards the viewer, its head turned to gaze contentedly directly into the camera with dark, inquisitive eyes. Beside it, a large, chocolate-brown cow, its coat shimmering and glistening, lowers its head and calmly grazes; steadily and deliberately, it tears at the vibrant green grass, its powerful jaws moving in slow, rhythmic chewing motions that embody a state of utter tranquility. They nestle within a vast expanse of emerald green meadow, dotted with vibrant yellow buttercups and purple wildflowers, adding color to the landscape. In the background, gentle, emerald hills roll toward the horizon. The entire scene is bathed in the warm, brilliant light of the midday sun, which highlights the intricate textures of the wool and casts soft, fleeting shadows across the ground, creating an atmosphere of profound idyllic tranquility that perfectly captures the peaceful essence of rural life.",
+ "token_credit_reward": 9.375,
+ "selected_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot capturing a picturesque rural scene with a fluffy white sheep and a powerful brown cow standing side by side in a lush meadow beneath a vast, clear blue sky. The sheep is described as thick, cloud-like in wool with a rich, soft texture, tilting toward the viewer with a head turned toward the camera and dark, inquisitive eyes. The cow is described as large, chocolate-brown, lowering its head to graze, with powerful jaws moving in slow, rhythmic chewing motions. The scene should include vibrant yellow buttercups and purple wildflowers, rolling hills in the background, and warm midday sunlight highlighting textures and casting soft shadows, conveying an atmosphere of profound idyllic tranquility.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and natural colors, but there are occasional minor artifacts and slight inconsistencies in sharpness across frames. Lighting remains generally stable, though not perfectly uniform throughout the sequence. The animals’ forms are recognizable and the scene is coherent, but the overall polish is not at the highest level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). Core elements are present: a white sheep and a brown cow, side-by-side composition, a lush meadow, visible flowers, rolling hills, and daytime lighting. The sheep’s wool texture and the cow’s coloring are consistent with the description, and the general mood aligns with the idyllic setting. Some nuanced details—such as the exact tilt of the sheep toward the viewer or the precise motion of the cow’s chewing—are not perfectly captured, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The animals’ proportions and their interaction with the environment appear plausible, and lighting/shadows are broadly coherent. However, there are minor inconsistencies in scale cues and subtle shading that prevent a higher score, though no major physical implausibilities are evident.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.09375,
+ "TA": 2.96875,
+ "MQ": 3.328125,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level wide-angle shot capturing a picturesque rural scene with a fluffy white sheep and a powerful brown cow standing side by side in a lush meadow beneath a vast, clear blue sky. The sheep is described as thick, cloud-like in wool with a rich, soft texture, tilting toward the viewer with a head turned toward the camera and dark, inquisitive eyes. The cow is described as large, chocolate-brown, lowering its head to graze, with powerful jaws moving in slow, rhythmic chewing motions. The scene should include vibrant yellow buttercups and purple wildflowers, rolling hills in the background, and warm midday sunlight highlighting textures and casting soft shadows, conveying an atmosphere of profound idyllic tranquility.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and natural colors, but there are occasional minor artifacts and slight inconsistencies in sharpness across frames. Lighting remains generally stable, though not perfectly uniform throughout the sequence. The animals’ forms are recognizable and the scene is coherent, but the overall polish is not at the highest level.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). Core elements are present: a white sheep and a brown cow, side-by-side composition, a lush meadow, visible flowers, rolling hills, and daytime lighting. The sheep’s wool texture and the cow’s coloring are consistent with the description, and the general mood aligns with the idyllic setting. Some nuanced details—such as the exact tilt of the sheep toward the viewer or the precise motion of the cow’s chewing—are not perfectly captured, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The animals’ proportions and their interaction with the environment appear plausible, and lighting/shadows are broadly coherent. However, there are minor inconsistencies in scale cues and subtle shading that prevent a higher score, though no major physical implausibilities are evident.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_5/index_tensor([4711, 4711])_group_5_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_5/index_tensor([4711, 4711])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9c6a0129fca7ece43df6f0df2340638231f5c14
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_5/index_tensor([4711, 4711])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static medium shot, shot from a slight upward angle, captures an elegant egret, defined entirely by smooth, minimalist white lines. Leaning slightly forward, it stands at the edge of a vast nest constructed from a tangled web of dark lines, its long, pointed beak carefully holding a slender branch, also depicted in simple brown lines. Its posture is focused and gentle, as it prepares to securely embed the branch within the nest's structure. The background, a pure, soft, pale sky blue, devoid of superfluous detail, dramatically emphasizes the subject's silhouette. A bright, almost white beam of sunlight slants down from behind, precisely following the contours of its curved neck, back, and wings, creating a dazzling, soft golden halo that makes its linear form stand out and seem sacred against the minimalist backdrop. The image, devoid of complex textures and colors, creates an atmosphere of profound tranquility, vitality, and poetic beauty through the sheer play of line, light, shadow, and composition.",
+ "seed": 17927,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_5/index_4711_seed_17927_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": 3.453125,
+ "video_score2_ta": 3.703125,
+ "video_score2_mq": 3.3125,
+ "video_score2_overall": 10.5,
+ "avg": 10.46875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static medium shot, shot from a slight upward angle, captures an elegant egret, defined entirely by smooth, minimalist white lines. Leaning slightly forward, it stands at the edge of a vast nest constructed from a tangled web of dark lines, its long, pointed beak carefully holding a slender branch, also depicted in simple brown lines. Its posture is focused and gentle, as it prepares to securely embed the branch within the nest's structure. The background, a pure, soft, pale sky blue, devoid of superfluous detail, dramatically emphasizes the subject's silhouette. A bright, almost white beam of sunlight slants down from behind, precisely following the contours of its curved neck, back, and wings, creating a dazzling, soft golden halo that makes its linear form stand out and seem sacred against the minimalist backdrop. The image, devoid of complex textures and colors, creates an atmosphere of profound tranquility, vitality, and poetic beauty through the sheer play of line, light, shadow, and composition.",
+ "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 medium shot with a slight upward angle featuring an elegant egret defined by smooth, minimalist white lines. The bird leans forward toward a nest made of dark lines, holding a slender branch in a simple brown line drawing. The scene should convey a focused, gentle posture as it prepares to embed the branch in the nest, with a pure pale sky blue background and a bright sunbeam from behind creating a golden halo. The overall aesthetic is minimalistic, emphasizing line, light, shadow, and composition to evoke tranquility and vitality.\n\nVisual Quality Assessment:\nThe visuals are clean and legible, with consistent line work and a cohesive minimalist style. The resolution is adequate and there are no obvious artifacts or distortions. However, the sequence shows limited motion between frames, giving a largely static feel rather than dynamic animation. Lighting remains stable across frames, and the contrast between the white bird and the blue background is well maintained. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt: the static medium shot, the slight upward angle, the elegant white-lined egret, the forward-leaning posture, the nest construction, and the branch held in the beak are all present. The background is a pale blue sky, and the sunbeam effect is visible. The alignment is strong overall, with only minor deviations in motion dynamics; thus the alignment score is high (4).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible avian behavior and environmental logic: the bird’s posture, the nest-building action, and the lighting are coherent with real-world expectations. There are no evident inconsistencies in scale, interaction, or physics, supporting a high level of common-sense consistency (score 4).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
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+ "MQ": 3.3125,
+ "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 medium shot with a slight upward angle featuring an elegant egret defined by smooth, minimalist white lines. The bird leans forward toward a nest made of dark lines, holding a slender branch in a simple brown line drawing. The scene should convey a focused, gentle posture as it prepares to embed the branch in the nest, with a pure pale sky blue background and a bright sunbeam from behind creating a golden halo. The overall aesthetic is minimalistic, emphasizing line, light, shadow, and composition to evoke tranquility and vitality.\n\nVisual Quality Assessment:\nThe visuals are clean and legible, with consistent line work and a cohesive minimalist style. The resolution is adequate and there are no obvious artifacts or distortions. However, the sequence shows limited motion between frames, giving a largely static feel rather than dynamic animation. Lighting remains stable across frames, and the contrast between the white bird and the blue background is well maintained. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt: the static medium shot, the slight upward angle, the elegant white-lined egret, the forward-leaning posture, the nest construction, and the branch held in the beak are all present. The background is a pale blue sky, and the sunbeam effect is visible. The alignment is strong overall, with only minor deviations in motion dynamics; thus the alignment score is high (4).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible avian behavior and environmental logic: the bird’s posture, the nest-building action, and the lighting are coherent with real-world expectations. There are no evident inconsistencies in scale, interaction, or physics, supporting a high level of common-sense consistency (score 4).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 4.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 17928,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_5/index_4711_seed_17928_dp_10_rank_20_sample_1_slot_1.mp4",
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+ "video_score2_ta": 3.84375,
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+ "video_score2_overall": 11.5625,
+ "avg": 11.5625,
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+ "question_id": "videoscore2_overall",
+ "question": "static medium shot, shot from a slight upward angle, captures an elegant egret, defined entirely by smooth, minimalist white lines. Leaning slightly forward, it stands at the edge of a vast nest constructed from a tangled web of dark lines, its long, pointed beak carefully holding a slender branch, also depicted in simple brown lines. Its posture is focused and gentle, as it prepares to securely embed the branch within the nest's structure. The background, a pure, soft, pale sky blue, devoid of superfluous detail, dramatically emphasizes the subject's silhouette. A bright, almost white beam of sunlight slants down from behind, precisely following the contours of its curved neck, back, and wings, creating a dazzling, soft golden halo that makes its linear form stand out and seem sacred against the minimalist backdrop. The image, devoid of complex textures and colors, creates an atmosphere of profound tranquility, vitality, and poetic beauty through the sheer play of line, light, shadow, and composition.",
+ "token_credit_reward": 11.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static medium shot with a slight upward angle featuring an elegant egret rendered in smooth, minimalist white lines. The bird leans forward toward a nest made of dark lines, with a long, pointed beak holding a slender branch. The background is a soft pale sky blue, and a bright sunbeam from behind creates a golden halo. The scene aims for an atmosphere of tranquil vitality through line, light, and composition.\n\nVisual Quality Assessment:\nThe visuals are clean and legible, with consistent line work and a cohesive minimalist aesthetic. The resolution is adequate and there are no obvious artifacts or distortions. However, the sequence shows very limited motion between frames, giving a largely static impression rather than a dynamic video. This reduces the perceived motion quality but does not undermine overall clarity. Overall Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt — the static medium shot, the slight upward angle, the elegant egret, the forward-leaning posture, the nest, and the bright sunbeam with a golden halo. Nevertheless, some aspects are underdeveloped: the beak’s grip on the branch is not clearly demonstrated, and the lighting interactions are simplified. The alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and a coherent lighting direction, with the sunbeam interacting with the subject in a believable manner. There are minor simplifications in shading and depth cues, but they do not break overall coherence. The physical consistency is acceptable, matching 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": 3.828125,
+ "TA": 3.84375,
+ "MQ": 3.890625,
+ "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 shot with a slight upward angle featuring an elegant egret rendered in smooth, minimalist white lines. The bird leans forward toward a nest made of dark lines, with a long, pointed beak holding a slender branch. The background is a soft pale sky blue, and a bright sunbeam from behind creates a golden halo. The scene aims for an atmosphere of tranquil vitality through line, light, and composition.\n\nVisual Quality Assessment:\nThe visuals are clean and legible, with consistent line work and a cohesive minimalist aesthetic. The resolution is adequate and there are no obvious artifacts or distortions. However, the sequence shows very limited motion between frames, giving a largely static impression rather than a dynamic video. This reduces the perceived motion quality but does not undermine overall clarity. Overall Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt — the static medium shot, the slight upward angle, the elegant egret, the forward-leaning posture, the nest, and the bright sunbeam with a golden halo. Nevertheless, some aspects are underdeveloped: the beak’s grip on the branch is not clearly demonstrated, and the lighting interactions are simplified. The alignment is moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and a coherent lighting direction, with the sunbeam interacting with the subject in a believable manner. There are minor simplifications in shading and depth cues, but they do not break overall coherence. The physical consistency is acceptable, matching 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. 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 medium shot from a slight upward angle featuring an elegant egret defined by smooth, minimalist white lines. The bird leans forward toward a nest made of dark lines, with a long pointed beak holding a slender branch also depicted in simple brown lines. The posture should convey focus and gentleness as the bird prepares to embed the branch in the nest. The background is a pure, soft pale sky blue with a bright, almost white beam of sunlight slanting down from behind, creating a dazzling golden halo that highlights the linear form against the minimalist backdrop. The scene aims for an atmosphere of profound tranquility, vitality, and poetic beauty through the interplay of line, light, shadow, and composition.\n\nVisual Quality Assessment:\nThe frames show a consistent artistic rendering with clean white lines on a blue background. The resolution is adequate but not high, and there is limited motion across frames, giving a largely static feel. The lighting and contrast are stable, and the overall aesthetic remains coherent throughout. While the visuals are clear and well-composed, they do not exhibit exceptional sharpness or dynamic variation, which aligns with a moderate visual quality level.\n\nText-to-Video Alignment Assessment:\nOverall alignment with the prompt is strong. The video presents a static medium shot from a slight upward angle, features an elegant egret defined by smooth white lines, and shows the bird leaning toward a nest with a long beak holding a branch. The background is a soft pale blue, and a bright beam of light creates a halo effect. The minimalist palette and tranquil mood are well captured. There are minor deviations in some fine details (e.g., exact branch positioning or subtle lighting nuances), but these do not significantly detract from the faithful representation of the prompt. The alignment can be considered high, with only small inconsistencies.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and a believable interaction between the bird and the nest. The beak gripping a branch and the overall posture are reasonable, and the lighting supports depth without introducing implausible shadows. However, there are a few minor inconsistencies in scale cues and the precise geometry of the branch relative to the beak, which prevent perfect realism. Overall, the physical consistency is acceptable 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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+ "MQ": 3.5,
+ "Overall": 10.0
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 medium shot from a slight upward angle featuring an elegant egret defined by smooth, minimalist white lines. The bird leans forward toward a nest made of dark lines, with a long pointed beak holding a slender branch also depicted in simple brown lines. The posture should convey focus and gentleness as the bird prepares to embed the branch in the nest. The background is a pure, soft pale sky blue with a bright, almost white beam of sunlight slanting down from behind, creating a dazzling golden halo that highlights the linear form against the minimalist backdrop. The scene aims for an atmosphere of profound tranquility, vitality, and poetic beauty through the interplay of line, light, shadow, and composition.\n\nVisual Quality Assessment:\nThe frames show a consistent artistic rendering with clean white lines on a blue background. The resolution is adequate but not high, and there is limited motion across frames, giving a largely static feel. The lighting and contrast are stable, and the overall aesthetic remains coherent throughout. While the visuals are clear and well-composed, they do not exhibit exceptional sharpness or dynamic variation, which aligns with a moderate visual quality level.\n\nText-to-Video Alignment Assessment:\nOverall alignment with the prompt is strong. The video presents a static medium shot from a slight upward angle, features an elegant egret defined by smooth white lines, and shows the bird leaning toward a nest with a long beak holding a branch. The background is a soft pale blue, and a bright beam of light creates a halo effect. The minimalist palette and tranquil mood are well captured. There are minor deviations in some fine details (e.g., exact branch positioning or subtle lighting nuances), but these do not significantly detract from the faithful representation of the prompt. The alignment can be considered high, with only small inconsistencies.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and a believable interaction between the bird and the nest. The beak gripping a branch and the overall posture are reasonable, and the lighting supports depth without introducing implausible shadows. However, there are a few minor inconsistencies in scale cues and the precise geometry of the branch relative to the beak, which prevent perfect realism. Overall, the physical consistency is acceptable but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static medium shot, shot from a slight upward angle, captures an elegant egret, defined entirely by smooth, minimalist white lines. Leaning slightly forward, it stands at the edge of a vast nest constructed from a tangled web of dark lines, its long, pointed beak carefully holding a slender branch, also depicted in simple brown lines. Its posture is focused and gentle, as it prepares to securely embed the branch within the nest's structure. The background, a pure, soft, pale sky blue, devoid of superfluous detail, dramatically emphasizes the subject's silhouette. A bright, almost white beam of sunlight slants down from behind, precisely following the contours of its curved neck, back, and wings, creating a dazzling, soft golden halo that makes its linear form stand out and seem sacred against the minimalist backdrop. The image, devoid of complex textures and colors, creates an atmosphere of profound tranquility, vitality, and poetic beauty through the sheer play of line, light, shadow, and composition.",
+ "seed": 17930,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_5/index_4711_seed_17930_dp_11_rank_22_sample_3_slot_1.mp4",
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+ "video_score2_ta": 2.8125,
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+ "video_score2_overall": 9.6875,
+ "avg": 9.703125,
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+ "question_id": "videoscore2_overall",
+ "question": "static medium shot, shot from a slight upward angle, captures an elegant egret, defined entirely by smooth, minimalist white lines. Leaning slightly forward, it stands at the edge of a vast nest constructed from a tangled web of dark lines, its long, pointed beak carefully holding a slender branch, also depicted in simple brown lines. Its posture is focused and gentle, as it prepares to securely embed the branch within the nest's structure. The background, a pure, soft, pale sky blue, devoid of superfluous detail, dramatically emphasizes the subject's silhouette. A bright, almost white beam of sunlight slants down from behind, precisely following the contours of its curved neck, back, and wings, creating a dazzling, soft golden halo that makes its linear form stand out and seem sacred against the minimalist backdrop. The image, devoid of complex textures and colors, creates an atmosphere of profound tranquility, vitality, and poetic beauty through the sheer play of line, light, shadow, and composition.",
+ "token_credit_reward": 9.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static medium shot with a slight upward angle featuring an elegant egret with smooth, minimalist white lines. The bird leans forward toward a nest made of dark lines, its long beak holding a slender branch, set against a soft pale sky blue with a bright sunbeam creating a golden halo. The scene aims for a serene, minimalist aesthetic emphasizing line, light, and composition.\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 decent sharpness. Lighting is generally consistent, and there are no obvious distortions or artifacts. However, the sequence feels relatively static with limited motion between frames, which reduces perceived dynamism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a white bird near a nest and a calm, minimalist mood — but several key aspects are underrepresented. The upward angle is not strongly evident, the lighting lacks the dramatic sunbeam and golden halo, and the depiction of the bird’s precise actions (holding a branch, actively embedding it) is not clearly demonstrated. The alignment is acceptable but incomplete, reflecting a moderate level of fidelity (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, proportions, and behavior for a heron-like bird interacting with a nest. There are no obvious physical inconsistencies, and the overall scene reads as believable. Given the limited motion and some missing prompt-specific details, the overall common-sense consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.703125,
+ "TA": 2.8125,
+ "MQ": 3.1875,
+ "Overall": 9.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static medium shot with a slight upward angle featuring an elegant egret with smooth, minimalist white lines. The bird leans forward toward a nest made of dark lines, its long beak holding a slender branch, set against a soft pale sky blue with a bright sunbeam creating a golden halo. The scene aims for a serene, minimalist aesthetic emphasizing line, light, and composition.\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 decent sharpness. Lighting is generally consistent, and there are no obvious distortions or artifacts. However, the sequence feels relatively static with limited motion between frames, which reduces perceived dynamism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt — a white bird near a nest and a calm, minimalist mood — but several key aspects are underrepresented. The upward angle is not strongly evident, the lighting lacks the dramatic sunbeam and golden halo, and the depiction of the bird’s precise actions (holding a branch, actively embedding it) is not clearly demonstrated. The alignment is acceptable but incomplete, reflecting a moderate level of fidelity (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, proportions, and behavior for a heron-like bird interacting with a nest. There are no obvious physical inconsistencies, and the overall scene reads as believable. Given the limited motion and some missing prompt-specific details, the overall common-sense 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_6/index_tensor([5637, 5637])_group_6_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_6/index_tensor([5637, 5637])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9da672a7c4a84b6bd899aa9322a99b06582746ce
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_6/index_tensor([5637, 5637])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 23729,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_6/index_5637_seed_23729_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_overall": 8.125,
+ "avg": 8.1484375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "Extreme close-ups are dominated by frantic, erratic jitters, simulating the trembling of a handheld device in panic or the vibrations of a powerful external force. The frame is almost entirely filled by the dark, matte surface of a digital display. In the lower right corner, a set of glowing red, blocky, seven-segment numbers flashes and cycles through the numbers at a dizzying, erratic speed. The numbers glitch, momentarily displaying corrupted fragments before disintegrating into new, random combinations, suggesting a serious malfunction or a rapid, uncontrolled process. The only significant light source is the ominous red glow of the numbers themselves, which casts a faint, pulsating light on the screen's direct plastic frame, revealing subtle fingerprints on its surface. The surroundings are plunged into deep, blurred shadows, creating an atmosphere of claustrophobia and intense tension. The chaotic camera movements and frantic shifting of the numbers create a strong sense of imminent danger.",
+ "token_credit_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 extreme close-ups with frantic, erratic jitters, a dark, matte surface, a digital display in the lower right, glowing red blocky seven-segment numbers that flash and cycle, glitches, and a serious malfunction or rapid, uncontrolled process. The scene should feature a single dominant light source (red numbers), a tense atmosphere, and chaotic camera movements.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent but not highly dynamic. The display shows red digits in a lower-right area, with warm lighting and some depth-of-field blur. The sequence remains relatively static, with limited motion between frames. While legibility of the digits is acceptable, the overall dynamism and cinematic impact are modest. Overall Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: the extreme close-up framing and the presence of a digital readout are evident, and the red glow is consistent. However, the core elements—frantic jitters, pervasive darkness, and a glitching, rapidly evolving number stream—are not realized. The video captures some prompt cues but does not deliver the intended chaotic progression, resulting in a moderate alignment score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the display behaves like a standard digital readout, lighting remains stable, and there are no obvious physical contradictions. The lack of dynamic behavior does not introduce inconsistencies; it simply reduces perceived realism. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.25,
+ "TA": 1.7265625,
+ "MQ": 3.171875,
+ "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 extreme close-ups with frantic, erratic jitters, a dark, matte surface, a digital display in the lower right, glowing red blocky seven-segment numbers that flash and cycle, glitches, and a serious malfunction or rapid, uncontrolled process. The scene should feature a single dominant light source (red numbers), a tense atmosphere, and chaotic camera movements.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent but not highly dynamic. The display shows red digits in a lower-right area, with warm lighting and some depth-of-field blur. The sequence remains relatively static, with limited motion between frames. While legibility of the digits is acceptable, the overall dynamism and cinematic impact are modest. Overall Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: the extreme close-up framing and the presence of a digital readout are evident, and the red glow is consistent. However, the core elements—frantic jitters, pervasive darkness, and a glitching, rapidly evolving number stream—are not realized. The video captures some prompt cues but does not deliver the intended chaotic progression, resulting in a moderate alignment score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the display behaves like a standard digital readout, lighting remains stable, and there are no obvious physical contradictions. The lack of dynamic behavior does not introduce inconsistencies; it simply reduces perceived realism. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Extreme close-ups are dominated by frantic, erratic jitters, simulating the trembling of a handheld device in panic or the vibrations of a powerful external force. The frame is almost entirely filled by the dark, matte surface of a digital display. In the lower right corner, a set of glowing red, blocky, seven-segment numbers flashes and cycles through the numbers at a dizzying, erratic speed. The numbers glitch, momentarily displaying corrupted fragments before disintegrating into new, random combinations, suggesting a serious malfunction or a rapid, uncontrolled process. The only significant light source is the ominous red glow of the numbers themselves, which casts a faint, pulsating light on the screen's direct plastic frame, revealing subtle fingerprints on its surface. The surroundings are plunged into deep, blurred shadows, creating an atmosphere of claustrophobia and intense tension. The chaotic camera movements and frantic shifting of the numbers create a strong sense of imminent danger.",
+ "seed": 23730,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_6/index_5637_seed_23730_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 1.953125,
+ "video_score2_ta": 3.015625,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 7.9375,
+ "avg": 7.921875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Extreme close-ups are dominated by frantic, erratic jitters, simulating the trembling of a handheld device in panic or the vibrations of a powerful external force. The frame is almost entirely filled by the dark, matte surface of a digital display. In the lower right corner, a set of glowing red, blocky, seven-segment numbers flashes and cycles through the numbers at a dizzying, erratic speed. The numbers glitch, momentarily displaying corrupted fragments before disintegrating into new, random combinations, suggesting a serious malfunction or a rapid, uncontrolled process. The only significant light source is the ominous red glow of the numbers themselves, which casts a faint, pulsating light on the screen's direct plastic frame, revealing subtle fingerprints on its surface. The surroundings are plunged into deep, blurred shadows, creating an atmosphere of claustrophobia and intense tension. The chaotic camera movements and frantic shifting of the numbers create a strong sense of imminent danger.",
+ "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 extreme close-ups with frantic, erratic jitters, a dark matte surface with a glowing red display in the lower right, rapidly flashing red blocky seven-segment numbers that glitch and disintegrate, a single light source from the red numbers, deep blurred shadows, and a sense of imminent danger. The video largely follows these cues but the execution is not consistently precise; some elements appear only partially realized or ambiguously rendered.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show noticeable blur and softness, with occasional motion blur and minor focus shifts. The red display remains visible but legibility varies across frames, and lighting is uneven with some overexposed regions. There are no severe distortions or artifacts, and transitions between frames are reasonably smooth, though not perfectly sharp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes extreme close-ups, visible jitter, a dark background, and a prominent red display in the lower region. However, the dynamic behavior of the numbers—rapid flashing, glitches, and disintegration—is not consistently demonstrated, and some details are underrepresented. The overall mood of danger is present but not strongly amplified by the visual dynamics.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible geometry and lighting relationships, with the display appearing integrated into a device-like context. No major physical implausibilities are evident, though minor inconsistencies in reflections and depth cues exist due to rendering limitations.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.015625,
+ "MQ": 2.953125,
+ "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 extreme close-ups with frantic, erratic jitters, a dark matte surface with a glowing red display in the lower right, rapidly flashing red blocky seven-segment numbers that glitch and disintegrate, a single light source from the red numbers, deep blurred shadows, and a sense of imminent danger. The video largely follows these cues but the execution is not consistently precise; some elements appear only partially realized or ambiguously rendered.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show noticeable blur and softness, with occasional motion blur and minor focus shifts. The red display remains visible but legibility varies across frames, and lighting is uneven with some overexposed regions. There are no severe distortions or artifacts, and transitions between frames are reasonably smooth, though not perfectly sharp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes extreme close-ups, visible jitter, a dark background, and a prominent red display in the lower region. However, the dynamic behavior of the numbers—rapid flashing, glitches, and disintegration—is not consistently demonstrated, and some details are underrepresented. The overall mood of danger is present but not strongly amplified by the visual dynamics.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible geometry and lighting relationships, with the display appearing integrated into a device-like context. No major physical implausibilities are evident, though minor inconsistencies in reflections and depth cues exist due to rendering limitations.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 23731,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_6/index_5637_seed_23731_dp_13_rank_26_sample_2_slot_0.mp4",
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+ "video_score2_vq": 2.25,
+ "video_score2_ta": 1.0625,
+ "video_score2_mq": 1.5234375,
+ "video_score2_overall": 4.84375,
+ "avg": 4.8359375,
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+ "question": "Extreme close-ups are dominated by frantic, erratic jitters, simulating the trembling of a handheld device in panic or the vibrations of a powerful external force. The frame is almost entirely filled by the dark, matte surface of a digital display. In the lower right corner, a set of glowing red, blocky, seven-segment numbers flashes and cycles through the numbers at a dizzying, erratic speed. The numbers glitch, momentarily displaying corrupted fragments before disintegrating into new, random combinations, suggesting a serious malfunction or a rapid, uncontrolled process. The only significant light source is the ominous red glow of the numbers themselves, which casts a faint, pulsating light on the screen's direct plastic frame, revealing subtle fingerprints on its surface. The surroundings are plunged into deep, blurred shadows, creating an atmosphere of claustrophobia and intense tension. The chaotic camera movements and frantic shifting of the numbers create a strong sense of imminent danger.",
+ "token_credit_reward": 4.84375,
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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 extreme close-ups with frantic, erratic jitters, a dark matte surface, a set of glowing red blocky seven-segment numbers that flash and cycle rapidly, glitch and display corrupted fragments, and a final chaotic camera movement suggesting imminent danger. The video does not realize these dynamic elements; the sequence remains largely static with minimal motion, resulting in a severe mismatch between description and content.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are extremely limited in quality. The scene shows a digital display with red digits in the lower-right, but overall sharpness is poor due to heavy blur and soft focus. Lighting is dim and inconsistent, with no convincing depth cues or dynamic range. The result is a low-fidelity, flat presentation that lacks detail and cinematic polish. Overall Visual Quality score: 1.\n\nText-to-Video Alignment Analysis:\nThe video fails to capture the core aspects of the prompt. There is little to no jitter, no rapid flashing or glitching, and no progression toward disintegration. The framing does not emphasize a dark, ominous atmosphere, and the sequence does not convey a sense of danger or urgency. The alignment to the described scenario is essentially non-existent. Overall Text-to-Video Alignment score: 1.\n\nPhysical/Common-sense Consistency:\nThe scene presents a plausible digital readout under dim lighting, which is physically coherent. However, the absence of expected dynamic behavior (rapid changes, glitches, or disintegration) reduces the perceived realism of a malfunctioning display. The content remains technically plausible but semantically misaligned with the described failure scenario. Overall Physical/Common-sense Consistency score: 2.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.25,
+ "TA": 1.0625,
+ "MQ": 1.5234375,
+ "Overall": 4.84375
+ }
+ }
+ ],
+ "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 extreme close-ups with frantic, erratic jitters, a dark matte surface, a set of glowing red blocky seven-segment numbers that flash and cycle rapidly, glitch and display corrupted fragments, and a final chaotic camera movement suggesting imminent danger. The video does not realize these dynamic elements; the sequence remains largely static with minimal motion, resulting in a severe mismatch between description and content.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are extremely limited in quality. The scene shows a digital display with red digits in the lower-right, but overall sharpness is poor due to heavy blur and soft focus. Lighting is dim and inconsistent, with no convincing depth cues or dynamic range. The result is a low-fidelity, flat presentation that lacks detail and cinematic polish. Overall Visual Quality score: 1.\n\nText-to-Video Alignment Analysis:\nThe video fails to capture the core aspects of the prompt. There is little to no jitter, no rapid flashing or glitching, and no progression toward disintegration. The framing does not emphasize a dark, ominous atmosphere, and the sequence does not convey a sense of danger or urgency. The alignment to the described scenario is essentially non-existent. Overall Text-to-Video Alignment score: 1.\n\nPhysical/Common-sense Consistency:\nThe scene presents a plausible digital readout under dim lighting, which is physically coherent. However, the absence of expected dynamic behavior (rapid changes, glitches, or disintegration) reduces the perceived realism of a malfunctioning display. The content remains technically plausible but semantically misaligned with the described failure scenario. Overall Physical/Common-sense Consistency score: 2.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "Extreme close-ups are dominated by frantic, erratic jitters, simulating the trembling of a handheld device in panic or the vibrations of a powerful external force. The frame is almost entirely filled by the dark, matte surface of a digital display. In the lower right corner, a set of glowing red, blocky, seven-segment numbers flashes and cycles through the numbers at a dizzying, erratic speed. The numbers glitch, momentarily displaying corrupted fragments before disintegrating into new, random combinations, suggesting a serious malfunction or a rapid, uncontrolled process. The only significant light source is the ominous red glow of the numbers themselves, which casts a faint, pulsating light on the screen's direct plastic frame, revealing subtle fingerprints on its surface. The surroundings are plunged into deep, blurred shadows, creating an atmosphere of claustrophobia and intense tension. The chaotic camera movements and frantic shifting of the numbers create a strong sense of imminent danger.",
+ "seed": 23732,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_6/index_5637_seed_23732_dp_13_rank_26_sample_3_slot_1.mp4",
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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 extreme close-ups with frantic, erratic jitters, a dark matte surface, red blocky seven-segment numbers that flash and cycle, glitches and corruption, a single light source from the red numbers, and a tense atmosphere. The video does not realize these elements; the sequence remains largely static with minimal motion, and the core dynamic aspects are absent.\n\nVisual Quality Analysis:\nThe frames show moderate resolution with some blur and warm lighting. The scene is relatively stable, with limited camera shake, and the red display content is visible but not sharp. Overall, visual quality is average (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a severe mismatch between the prompt and the video. The expected extreme close-up with jitters, a dark matte surface, rapidly flashing red numbers, glitches, and a single light source are not realized. The video is largely static, with no evident camera shake or number corruption, resulting in a very low alignment score (1).\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: the display behaves like a standard digital readout under warm lighting, with no obvious physical contradictions. This yields a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 1; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 1,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.828125,
+ "TA": 1.7578125,
+ "MQ": 2.96875,
+ "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 extreme close-ups with frantic, erratic jitters, a dark matte surface, red blocky seven-segment numbers that flash and cycle, glitches and corruption, a single light source from the red numbers, and a tense atmosphere. The video does not realize these elements; the sequence remains largely static with minimal motion, and the core dynamic aspects are absent.\n\nVisual Quality Analysis:\nThe frames show moderate resolution with some blur and warm lighting. The scene is relatively stable, with limited camera shake, and the red display content is visible but not sharp. Overall, visual quality is average (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a severe mismatch between the prompt and the video. The expected extreme close-up with jitters, a dark matte surface, rapidly flashing red numbers, glitches, and a single light source are not realized. The video is largely static, with no evident camera shake or number corruption, resulting in a very low alignment score (1).\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: the display behaves like a standard digital readout under warm lighting, with no obvious physical contradictions. This yields a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 1; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_7/index_tensor([4954, 4954])_group_7_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_7/index_tensor([4954, 4954])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ef4d4d92929da867fe23408c3532bf3fa40d342
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_7/index_tensor([4954, 4954])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 17492,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_7/index_4954_seed_17492_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": 3.609375,
+ "video_score2_ta": 2.8125,
+ "video_score2_mq": 3.890625,
+ "video_score2_overall": 10.3125,
+ "avg": 10.3125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In an exquisite macro close-up shot for a science program, a jewel-red water lily bud slowly but surely breaks free from the water, its tip barely piercing the crystal-clear, still surface, stirring up barely perceptible ripples. Under soft, even, diffused lighting, reminiscent of a meticulously orchestrated studio, the bud's smooth, waxy surface is adorned with tiny, shimmering water droplets, each reflecting a diamond-like brilliance. Its outermost, delicately curled leaves, a vibrant green tinged with a hint of red, gracefully and cautiously unfold in a visible yet incredibly deliberate rhythm, as if performing a sacred ritual, gradually revealing the more delicate structures within. The image, framed by a pure, slightly hazy pale blue water, creates a sense of tranquil concentration, accurately capturing the wonder and unstoppable vitality of life blossoming at the microscopic scale.",
+ "token_credit_reward": 10.3125,
+ "selected_reward": 10.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scientific macro close-up of a water lily bud breaking free from the water, with the tip piercing the surface, ripples, and a sequence of unfolding leaves. The video captures several elements of this vision, including a macro close-up, a vivid color palette, and visible water droplets. However, key moments such as the actual breaking free from the water and the progressive leaf unfolding are not clearly demonstrated throughout the sequence. Overall, the alignment with the prompt is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The macro close-up yields clear detail, good color saturation, and convincing water droplets. Lighting remains soft and diffused, and the background water tone is consistent. There are no major artifacts or distortions, and the scene maintains coherence across frames. Some minor inconsistencies in fine details (e.g., subtle petal geometry) prevent a flawless impression, placing the overall visual quality at a strong but not perfect level.\n\nText-to-Video Alignment Analysis:\nThe video includes many prompt-relevant elements (close-up framing, color emphasis, water droplets, and a calm aquatic setting). Yet crucial moments described in the prompt—specifically the moment of breaking free from the water and the progressive leaf unfolding—are not clearly depicted. The alignment is therefore moderate: several aspects align well, while others are underrepresented or ambiguous.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible botanical and physical behavior: the water lily structure, droplet reflections, and the general interaction with water read as believable. There are no obvious violations of common-sense expectations, though some micro-dynamics could be refined for tighter realism. Overall, physical consistency is solid but not exceptional.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.609375,
+ "TA": 2.8125,
+ "MQ": 3.890625,
+ "Overall": 10.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scientific macro close-up of a water lily bud breaking free from the water, with the tip piercing the surface, ripples, and a sequence of unfolding leaves. The video captures several elements of this vision, including a macro close-up, a vivid color palette, and visible water droplets. However, key moments such as the actual breaking free from the water and the progressive leaf unfolding are not clearly demonstrated throughout the sequence. Overall, the alignment with the prompt is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The macro close-up yields clear detail, good color saturation, and convincing water droplets. Lighting remains soft and diffused, and the background water tone is consistent. There are no major artifacts or distortions, and the scene maintains coherence across frames. Some minor inconsistencies in fine details (e.g., subtle petal geometry) prevent a flawless impression, placing the overall visual quality at a strong but not perfect level.\n\nText-to-Video Alignment Analysis:\nThe video includes many prompt-relevant elements (close-up framing, color emphasis, water droplets, and a calm aquatic setting). Yet crucial moments described in the prompt—specifically the moment of breaking free from the water and the progressive leaf unfolding—are not clearly depicted. The alignment is therefore moderate: several aspects align well, while others are underrepresented or ambiguous.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible botanical and physical behavior: the water lily structure, droplet reflections, and the general interaction with water read as believable. There are no obvious violations of common-sense expectations, though some micro-dynamics could be refined for tighter realism. Overall, physical consistency is solid but not exceptional.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 17493,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_7/index_4954_seed_17493_dp_14_rank_28_sample_1_slot_1.mp4",
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+ "video_score2_ta": 2.34375,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 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 scientific macro close-up of a water lily breaking free from the water, with a sequence of opening petals and revealing intricate structures. The visuals should emphasize a controlled, studio-like lighting, a pale blue water background, and a sense of organic progression.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the water lily, with consistent lighting and a believable water backdrop. There are no major distortions or artifacts, and color rendering is generally faithful. However, the sequence exhibits limited motion between frames, giving a somewhat static feel that reduces perceived dynamism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents a macro-like view and some water droplets, but key elements described in the prompt—such as the dramatic breaking free from the water, a visible opening of the outermost leaves, and a progressive reveal of delicate interior structures—are not convincingly realized. The overall motion and transformation are understated, resulting in only partial fidelity to the intended narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible botanical form, lighting, and water interaction, with no obvious physics violations. Yet the lack of dynamic progression and subtle morphological changes reduces the sense of a living process unfolding, keeping the depiction reasonably coherent while not fully embodying the described transformation.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.5,
+ "TA": 2.34375,
+ "MQ": 3.078125,
+ "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 scientific macro close-up of a water lily breaking free from the water, with a sequence of opening petals and revealing intricate structures. The visuals should emphasize a controlled, studio-like lighting, a pale blue water background, and a sense of organic progression.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the water lily, with consistent lighting and a believable water backdrop. There are no major distortions or artifacts, and color rendering is generally faithful. However, the sequence exhibits limited motion between frames, giving a somewhat static feel that reduces perceived dynamism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents a macro-like view and some water droplets, but key elements described in the prompt—such as the dramatic breaking free from the water, a visible opening of the outermost leaves, and a progressive reveal of delicate interior structures—are not convincingly realized. The overall motion and transformation are understated, resulting in only partial fidelity to the intended narrative.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible botanical form, lighting, and water interaction, with no obvious physics violations. Yet the lack of dynamic progression and subtle morphological changes reduces the sense of a living process unfolding, keeping the depiction reasonably coherent while not fully embodying the described transformation.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In an exquisite macro close-up shot for a science program, a jewel-red water lily bud slowly but surely breaks free from the water, its tip barely piercing the crystal-clear, still surface, stirring up barely perceptible ripples. Under soft, even, diffused lighting, reminiscent of a meticulously orchestrated studio, the bud's smooth, waxy surface is adorned with tiny, shimmering water droplets, each reflecting a diamond-like brilliance. Its outermost, delicately curled leaves, a vibrant green tinged with a hint of red, gracefully and cautiously unfold in a visible yet incredibly deliberate rhythm, as if performing a sacred ritual, gradually revealing the more delicate structures within. The image, framed by a pure, slightly hazy pale blue water, creates a sense of tranquil concentration, accurately capturing the wonder and unstoppable vitality of life blossoming at the microscopic scale.",
+ "seed": 17494,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_7/index_4954_seed_17494_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.5,
+ "video_score2_ta": 2.78125,
+ "video_score2_mq": 3.875,
+ "video_score2_overall": 10.125,
+ "avg": 10.15625,
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+ "question": "In an exquisite macro close-up shot for a science program, a jewel-red water lily bud slowly but surely breaks free from the water, its tip barely piercing the crystal-clear, still surface, stirring up barely perceptible ripples. Under soft, even, diffused lighting, reminiscent of a meticulously orchestrated studio, the bud's smooth, waxy surface is adorned with tiny, shimmering water droplets, each reflecting a diamond-like brilliance. Its outermost, delicately curled leaves, a vibrant green tinged with a hint of red, gracefully and cautiously unfold in a visible yet incredibly deliberate rhythm, as if performing a sacred ritual, gradually revealing the more delicate structures within. The image, framed by a pure, slightly hazy pale blue water, creates a sense of tranquil concentration, accurately capturing the wonder and unstoppable vitality of life blossoming at the microscopic scale.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scientific macro close-up of a water lily breaking free from the water, with a focus on the delicate unfolding of the petals and the emergence of the flower. The visuals should emphasize a controlled, studio-like lighting, a pure blue water background, and a sense of controlled, observable transformation at the microscopic scale.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality appropriate for a macro biological shot. The resolution is adequate, with clear petal details and visible water droplets. Lighting remains soft and diffused, and color rendition is vivid, especially the reds and greens. There are no major distortions or artifacts, and the sequence appears stable across frames. However, there are minor imperfections (e.g., occasional slight softness or subtle noise) that prevent a perfect top-tier score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up framing, macro perspective, and a water-lily subject with visible droplets and a controlled lighting setup. However, crucial moments described in the prompt are not fully realized: the water lily does not visibly break free from the water, nor does it show the progressive, graceful unfolding of petals in a clearly observable sequence. The result is a moderate alignment overall, consistent with a 3/5 rating.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible botanical structure and coherent lighting, with no obvious physical contradictions. The depiction is believable as a macro botanical shot, though it lacks the dynamic progression implied by the prompt. This yields a moderate level of common-sense consistency, rated 3/5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.5,
+ "TA": 2.78125,
+ "MQ": 3.875,
+ "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 scientific macro close-up of a water lily breaking free from the water, with a focus on the delicate unfolding of the petals and the emergence of the flower. The visuals should emphasize a controlled, studio-like lighting, a pure blue water background, and a sense of controlled, observable transformation at the microscopic scale.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality appropriate for a macro biological shot. The resolution is adequate, with clear petal details and visible water droplets. Lighting remains soft and diffused, and color rendition is vivid, especially the reds and greens. There are no major distortions or artifacts, and the sequence appears stable across frames. However, there are minor imperfections (e.g., occasional slight softness or subtle noise) that prevent a perfect top-tier score. Overall, Visual Quality aligns with a 4/5 rating.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up framing, macro perspective, and a water-lily subject with visible droplets and a controlled lighting setup. However, crucial moments described in the prompt are not fully realized: the water lily does not visibly break free from the water, nor does it show the progressive, graceful unfolding of petals in a clearly observable sequence. The result is a moderate alignment overall, consistent with a 3/5 rating.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible botanical structure and coherent lighting, with no obvious physical contradictions. The depiction is believable as a macro botanical shot, though it lacks the dynamic progression implied by the prompt. This yields a moderate level of common-sense consistency, rated 3/5.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 17495,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_7/index_4954_seed_17495_dp_15_rank_30_sample_3_slot_1.mp4",
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.78125,
+ "video_score2_ta": 2.34375,
+ "video_score2_mq": 3.9375,
+ "video_score2_overall": 10.0625,
+ "avg": 10.0625,
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+ "question": "In an exquisite macro close-up shot for a science program, a jewel-red water lily bud slowly but surely breaks free from the water, its tip barely piercing the crystal-clear, still surface, stirring up barely perceptible ripples. Under soft, even, diffused lighting, reminiscent of a meticulously orchestrated studio, the bud's smooth, waxy surface is adorned with tiny, shimmering water droplets, each reflecting a diamond-like brilliance. Its outermost, delicately curled leaves, a vibrant green tinged with a hint of red, gracefully and cautiously unfold in a visible yet incredibly deliberate rhythm, as if performing a sacred ritual, gradually revealing the more delicate structures within. The image, framed by a pure, slightly hazy pale blue water, creates a sense of tranquil concentration, accurately capturing the wonder and unstoppable vitality of life blossoming at the microscopic scale.",
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
+ 1,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scientific macro close-up of a water lily breaking free from the water, with a crystal-clear surface, soft diffused lighting, and a sequence of unfolding petals with water droplets. The video captures several elements of this vision, including a macro close-up, a water-lily subject, and visible water droplets. However, key moments described in the prompt—such as the dramatic break-through from the water and the progressive petal unfolding—are not clearly realized in the footage. Overall, the alignment with the prompt is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The macro close-up yields clear detail, and the water droplets are well-rendered with convincing highlights. The color rendering leans toward a burgundy/maroon hue rather than a vivid green, which is a minor deviation from typical water-lily expectations. The background blur and depth cues support a professional look, and there are no obvious artifacts or distortions. Lighting remains soft and diffused, contributing to a clean, studio-like presentation. While the imagery is strong, it does not reach flawless perfection, aligning with a high-but-not-maximum score.\n\nText-to-Video Alignment Analysis:\nThe video includes several prompt-relevant elements (close-up framing, water-lily subject, droplets). Yet crucial moments—specifically the dramatic emergence from the water and the sequential petal unfolding—are not convincingly depicted. The color shift toward burgundy and the absence of a clear progression reduce fidelity to the described sequence. Overall, the alignment is moderate, reflecting partial fulfillment of the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible botanical structure and coherent lighting, with droplets behaving realistically. Some aspects, such as the exact timing of petal movement and the precise interaction with water, are not fully demonstrated, leaving minor gaps in physical realism. Overall, physical consistency is acceptable but not exceptional.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.78125,
+ "TA": 2.34375,
+ "MQ": 3.9375,
+ "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 scientific macro close-up of a water lily breaking free from the water, with a crystal-clear surface, soft diffused lighting, and a sequence of unfolding petals with water droplets. The video captures several elements of this vision, including a macro close-up, a water-lily subject, and visible water droplets. However, key moments described in the prompt—such as the dramatic break-through from the water and the progressive petal unfolding—are not clearly realized in the footage. Overall, the alignment with the prompt is moderate rather than perfect.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The macro close-up yields clear detail, and the water droplets are well-rendered with convincing highlights. The color rendering leans toward a burgundy/maroon hue rather than a vivid green, which is a minor deviation from typical water-lily expectations. The background blur and depth cues support a professional look, and there are no obvious artifacts or distortions. Lighting remains soft and diffused, contributing to a clean, studio-like presentation. While the imagery is strong, it does not reach flawless perfection, aligning with a high-but-not-maximum score.\n\nText-to-Video Alignment Analysis:\nThe video includes several prompt-relevant elements (close-up framing, water-lily subject, droplets). Yet crucial moments—specifically the dramatic emergence from the water and the sequential petal unfolding—are not convincingly depicted. The color shift toward burgundy and the absence of a clear progression reduce fidelity to the described sequence. Overall, the alignment is moderate, reflecting partial fulfillment of the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible botanical structure and coherent lighting, with droplets behaving realistically. Some aspects, such as the exact timing of petal movement and the precise interaction with water, are not fully demonstrated, leaving minor gaps in physical realism. Overall, physical consistency is acceptable but not exceptional.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_8/index_tensor([4728, 4728])_group_8_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_8/index_tensor([4728, 4728])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..284ebf9f7911d05d395f3f4e077d66ca4c290602
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_8/index_tensor([4728, 4728])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "360-degree panning shot, held at eye level, slowly pans around a martial artist practicing the Hong Family Iron Wire Fist in a quaint Chinese courtyard. The middle-aged warrior, with a shaved head and a stern expression, beads of sweat beaded his forehead. He wears a sleeveless, off-white traditional training uniform, revealing his bronzed, muscular arms. The most striking feature are the heavy, polished black iron rings clad on his forearms. The courtyard is paved with moss-covered gray flagstones, and in the background stands an ancient wooden pavilion with overhanging eaves and a swaying, verdant bamboo forest. Under the soft golden sunlight of dusk, the warrior strikes a horse stance as steady as a mountain, his movements seamlessly shifting between force and flexibility: sometimes he exerts force suddenly, his arm muscles instantly tensing, causing the iron rings to collide with each other with a crisp metallic sound, as if containing the force of thunder; sometimes he shifts to slow, continuous arcing movements, his body flowing like clouds and water, each breath deep and rhythmic. The entire scene, shrouded in dynamic light and shadow, creates an atmosphere of solemnity and concentration, perfectly capturing the fusion of power and philosophy in this ancient boxing style.",
+ "seed": 4308,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_8/index_4728_seed_4308_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": 2.59375,
+ "video_score2_ta": 3.21875,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.875,
+ "avg": 8.890625,
+ "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 360-degree panning shot at eye level around a martial artist performing the Hong Family Iron Wire Fist in a quaint Chinese courtyard. The subject is described as a middle-aged warrior with a shaved head and stern expression, wearing a sleeveless off-white traditional training uniform, with heavy polished black iron rings on the forearms. The courtyard features moss-covered gray flagstones, an ancient wooden pavilion with overhanging eaves, and a swaying verdant bamboo forest. The lighting is soft golden sunlight of dusk, and the sequence emphasizes a horse stance with dynamic light and shadow to convey power and philosophy.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts that reduce sharpness. Lighting remains warm and consistent across shots, and color grading supports a golden-hour mood. There are no major distortions or abrupt frame-to-frame changes, and camera motion appears smooth. However, fine details such as facial features and hand geometry are not consistently crisp, which lowers perceived clarity relative to high-end production.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a martial artist in a traditional setting, with a shaved head, off-white sleeveless uniform, and visible black rings on the forearms. The courtyard ambiance, including the pavilion and bamboo forest, and the warm lighting align with the description. Some nuanced aspects of the performance—specifically the exact cadence of the Hong Family Iron Wire Fist and the precise timing of forceful transitions—are not fully verifiable from static frames, but the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible human proportions and believable interaction with the environment, and the lighting/shadows support depth. However, certain dynamic aspects of the martial arts demonstration—such as the precise mechanics of ring collisions and fluid transitions between poses—cannot be fully confirmed from stills alone, leaving some room for minor inconsistencies in motion realism when viewed as a continuous sequence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.59375,
+ "TA": 3.21875,
+ "MQ": 3.078125,
+ "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 360-degree panning shot at eye level around a martial artist performing the Hong Family Iron Wire Fist in a quaint Chinese courtyard. The subject is described as a middle-aged warrior with a shaved head and stern expression, wearing a sleeveless off-white traditional training uniform, with heavy polished black iron rings on the forearms. The courtyard features moss-covered gray flagstones, an ancient wooden pavilion with overhanging eaves, and a swaying verdant bamboo forest. The lighting is soft golden sunlight of dusk, and the sequence emphasizes a horse stance with dynamic light and shadow to convey power and philosophy.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts that reduce sharpness. Lighting remains warm and consistent across shots, and color grading supports a golden-hour mood. There are no major distortions or abrupt frame-to-frame changes, and camera motion appears smooth. However, fine details such as facial features and hand geometry are not consistently crisp, which lowers perceived clarity relative to high-end production.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a martial artist in a traditional setting, with a shaved head, off-white sleeveless uniform, and visible black rings on the forearms. The courtyard ambiance, including the pavilion and bamboo forest, and the warm lighting align with the description. Some nuanced aspects of the performance—specifically the exact cadence of the Hong Family Iron Wire Fist and the precise timing of forceful transitions—are not fully verifiable from static frames, but the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible human proportions and believable interaction with the environment, and the lighting/shadows support depth. However, certain dynamic aspects of the martial arts demonstration—such as the precise mechanics of ring collisions and fluid transitions between poses—cannot be fully confirmed from stills alone, leaving some room for minor inconsistencies in motion realism when viewed as a continuous sequence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "360-degree panning shot, held at eye level, slowly pans around a martial artist practicing the Hong Family Iron Wire Fist in a quaint Chinese courtyard. The middle-aged warrior, with a shaved head and a stern expression, beads of sweat beaded his forehead. He wears a sleeveless, off-white traditional training uniform, revealing his bronzed, muscular arms. The most striking feature are the heavy, polished black iron rings clad on his forearms. The courtyard is paved with moss-covered gray flagstones, and in the background stands an ancient wooden pavilion with overhanging eaves and a swaying, verdant bamboo forest. Under the soft golden sunlight of dusk, the warrior strikes a horse stance as steady as a mountain, his movements seamlessly shifting between force and flexibility: sometimes he exerts force suddenly, his arm muscles instantly tensing, causing the iron rings to collide with each other with a crisp metallic sound, as if containing the force of thunder; sometimes he shifts to slow, continuous arcing movements, his body flowing like clouds and water, each breath deep and rhythmic. The entire scene, shrouded in dynamic light and shadow, creates an atmosphere of solemnity and concentration, perfectly capturing the fusion of power and philosophy in this ancient boxing style.",
+ "seed": 4309,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_8/index_4728_seed_4309_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 2.734375,
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+ "video_score2_overall": 8.875,
+ "avg": 8.90625,
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+ "question": "360-degree panning shot, held at eye level, slowly pans around a martial artist practicing the Hong Family Iron Wire Fist in a quaint Chinese courtyard. The middle-aged warrior, with a shaved head and a stern expression, beads of sweat beaded his forehead. He wears a sleeveless, off-white traditional training uniform, revealing his bronzed, muscular arms. The most striking feature are the heavy, polished black iron rings clad on his forearms. The courtyard is paved with moss-covered gray flagstones, and in the background stands an ancient wooden pavilion with overhanging eaves and a swaying, verdant bamboo forest. Under the soft golden sunlight of dusk, the warrior strikes a horse stance as steady as a mountain, his movements seamlessly shifting between force and flexibility: sometimes he exerts force suddenly, his arm muscles instantly tensing, causing the iron rings to collide with each other with a crisp metallic sound, as if containing the force of thunder; sometimes he shifts to slow, continuous arcing movements, his body flowing like clouds and water, each breath deep and rhythmic. The entire scene, shrouded in dynamic light and shadow, creates an atmosphere of solemnity and concentration, perfectly capturing the fusion of power and philosophy in this ancient boxing style.",
+ "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 360-degree panning shot at eye level around a martial artist performing the Hong Family Iron Wire Fist in a quaint Chinese courtyard. The subject is a middle-aged warrior with a shaved head and a stern expression, wearing a sleeveless off-white traditional training uniform and heavy polished black iron rings on the forearms. The courtyard features moss-covered gray flagstones, an ancient wooden pavilion with overhanging eaves, and a swaying verdant bamboo forest. The scene is lit by soft golden dusk light, with the warrior in a horse stance and fluid movements between force and flexibility, emphasizing power and philosophical fusion.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional compression artifacts that slightly reduce sharpness. Lighting remains warm and consistent across shots, and color grading supports the golden-hour mood. The camera motion appears smooth and stable, with no major distortions or abrupt changes. While not pristine, the visuals are coherent and readable, aligning with a mid-range quality assessment.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a martial artist with shaved head in a traditional setting, wearing a sleeveless off-white uniform, and displaying the expected stance and controlled movements. The courtyard ambiance and lighting match the described environment. Some finer details such as explicit beads of sweat on the forehead and the precise clinking of the iron rings are not clearly depicted, but these omissions do not significantly detract from the overall alignment. The sequence conveys the intended martial-arts performance and cultural context effectively.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements appear plausible and the body mechanics are generally believable, with no glaring anatomical errors. However, there are minor inconsistencies in timing and interaction cues (e.g., ring dynamics and subtle environmental interactions) that prevent a higher score. Overall, the depiction remains credible and coherent within the scene.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.03125,
+ "TA": 2.734375,
+ "MQ": 3.140625,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a 360-degree panning shot at eye level around a martial artist performing the Hong Family Iron Wire Fist in a quaint Chinese courtyard. The subject is a middle-aged warrior with a shaved head and a stern expression, wearing a sleeveless off-white traditional training uniform and heavy polished black iron rings on the forearms. The courtyard features moss-covered gray flagstones, an ancient wooden pavilion with overhanging eaves, and a swaying verdant bamboo forest. The scene is lit by soft golden dusk light, with the warrior in a horse stance and fluid movements between force and flexibility, emphasizing power and philosophical fusion.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional compression artifacts that slightly reduce sharpness. Lighting remains warm and consistent across shots, and color grading supports the golden-hour mood. The camera motion appears smooth and stable, with no major distortions or abrupt changes. While not pristine, the visuals are coherent and readable, aligning with a mid-range quality assessment.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a martial artist with shaved head in a traditional setting, wearing a sleeveless off-white uniform, and displaying the expected stance and controlled movements. The courtyard ambiance and lighting match the described environment. Some finer details such as explicit beads of sweat on the forehead and the precise clinking of the iron rings are not clearly depicted, but these omissions do not significantly detract from the overall alignment. The sequence conveys the intended martial-arts performance and cultural context effectively.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements appear plausible and the body mechanics are generally believable, with no glaring anatomical errors. However, there are minor inconsistencies in timing and interaction cues (e.g., ring dynamics and subtle environmental interactions) that prevent a higher score. Overall, the depiction remains credible and coherent within the scene.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "360-degree panning shot, held at eye level, slowly pans around a martial artist practicing the Hong Family Iron Wire Fist in a quaint Chinese courtyard. The middle-aged warrior, with a shaved head and a stern expression, beads of sweat beaded his forehead. He wears a sleeveless, off-white traditional training uniform, revealing his bronzed, muscular arms. The most striking feature are the heavy, polished black iron rings clad on his forearms. The courtyard is paved with moss-covered gray flagstones, and in the background stands an ancient wooden pavilion with overhanging eaves and a swaying, verdant bamboo forest. Under the soft golden sunlight of dusk, the warrior strikes a horse stance as steady as a mountain, his movements seamlessly shifting between force and flexibility: sometimes he exerts force suddenly, his arm muscles instantly tensing, causing the iron rings to collide with each other with a crisp metallic sound, as if containing the force of thunder; sometimes he shifts to slow, continuous arcing movements, his body flowing like clouds and water, each breath deep and rhythmic. The entire scene, shrouded in dynamic light and shadow, creates an atmosphere of solemnity and concentration, perfectly capturing the fusion of power and philosophy in this ancient boxing style.",
+ "seed": 4310,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_8/index_4728_seed_4310_dp_17_rank_34_sample_2_slot_0.mp4",
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+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.640625,
+ "video_score2_ta": 3.5,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.125,
+ "avg": 9.171875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a 360-degree panning shot at eye level around a martial artist performing the Hong Family Iron Wire Fist in a quaint Chinese courtyard. The subject is a middle-aged warrior with a shaved head and a stern expression, wearing a sleeveless off-white traditional training uniform and heavy polished black iron rings on the forearms. The courtyard features moss-covered gray flagstones, an ancient wooden pavilion with overhanging eaves, and a swaying bamboo forest. The lighting is described as soft golden sunlight of dusk, with the warrior in a horse stance and fluid movements between force and flexibility, including the collision of iron rings and rhythmic breathing.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional motion blur during movement. Lighting remains warm and consistent across shots, and color grading supports a golden-hour mood. There are no major distortions or artifacts, and the composition stays stable. However, sharpness could be improved and some fine details are not crisply rendered.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a 360-degree panning shot at eye level, a martial artist performing the Hong Family Iron Wire Fist, a traditional Chinese courtyard setting with appropriate architectural cues, and the distinctive appearance of the warrior. The attire, the presence of the heavy black iron rings, and the general ambiance align well with the description. Some nuanced aspects such as exact timing of ring collisions and micro-movements are difficult to verify from static frames, but the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible human proportions and believable interaction with the environment, and the lighting/shadows support depth. However, certain dynamic interactions and subtle physics cues related to the ring dynamics and rapid transitions are not fully verifiable from the frames alone, leaving some room for minor inconsistencies in motion 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": 2.640625,
+ "TA": 3.5,
+ "MQ": 3.03125,
+ "Overall": 9.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a 360-degree panning shot at eye level around a martial artist performing the Hong Family Iron Wire Fist in a quaint Chinese courtyard. The subject is a middle-aged warrior with a shaved head and a stern expression, wearing a sleeveless off-white traditional training uniform and heavy polished black iron rings on the forearms. The courtyard features moss-covered gray flagstones, an ancient wooden pavilion with overhanging eaves, and a swaying bamboo forest. The lighting is described as soft golden sunlight of dusk, with the warrior in a horse stance and fluid movements between force and flexibility, including the collision of iron rings and rhythmic breathing.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional motion blur during movement. Lighting remains warm and consistent across shots, and color grading supports a golden-hour mood. There are no major distortions or artifacts, and the composition stays stable. However, sharpness could be improved and some fine details are not crisply rendered.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: a 360-degree panning shot at eye level, a martial artist performing the Hong Family Iron Wire Fist, a traditional Chinese courtyard setting with appropriate architectural cues, and the distinctive appearance of the warrior. The attire, the presence of the heavy black iron rings, and the general ambiance align well with the description. Some nuanced aspects such as exact timing of ring collisions and micro-movements are difficult to verify from static frames, but the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible human proportions and believable interaction with the environment, and the lighting/shadows support depth. However, certain dynamic interactions and subtle physics cues related to the ring dynamics and rapid transitions are not fully verifiable from the frames alone, leaving some room for minor inconsistencies in motion realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "360-degree panning shot, held at eye level, slowly pans around a martial artist practicing the Hong Family Iron Wire Fist in a quaint Chinese courtyard. The middle-aged warrior, with a shaved head and a stern expression, beads of sweat beaded his forehead. He wears a sleeveless, off-white traditional training uniform, revealing his bronzed, muscular arms. The most striking feature are the heavy, polished black iron rings clad on his forearms. The courtyard is paved with moss-covered gray flagstones, and in the background stands an ancient wooden pavilion with overhanging eaves and a swaying, verdant bamboo forest. Under the soft golden sunlight of dusk, the warrior strikes a horse stance as steady as a mountain, his movements seamlessly shifting between force and flexibility: sometimes he exerts force suddenly, his arm muscles instantly tensing, causing the iron rings to collide with each other with a crisp metallic sound, as if containing the force of thunder; sometimes he shifts to slow, continuous arcing movements, his body flowing like clouds and water, each breath deep and rhythmic. The entire scene, shrouded in dynamic light and shadow, creates an atmosphere of solemnity and concentration, perfectly capturing the fusion of power and philosophy in this ancient boxing style.",
+ "seed": 4311,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_8/index_4728_seed_4311_dp_17_rank_34_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.03125,
+ "video_score2_ta": 3.078125,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.3125,
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+ "question": "360-degree panning shot, held at eye level, slowly pans around a martial artist practicing the Hong Family Iron Wire Fist in a quaint Chinese courtyard. The middle-aged warrior, with a shaved head and a stern expression, beads of sweat beaded his forehead. He wears a sleeveless, off-white traditional training uniform, revealing his bronzed, muscular arms. The most striking feature are the heavy, polished black iron rings clad on his forearms. The courtyard is paved with moss-covered gray flagstones, and in the background stands an ancient wooden pavilion with overhanging eaves and a swaying, verdant bamboo forest. Under the soft golden sunlight of dusk, the warrior strikes a horse stance as steady as a mountain, his movements seamlessly shifting between force and flexibility: sometimes he exerts force suddenly, his arm muscles instantly tensing, causing the iron rings to collide with each other with a crisp metallic sound, as if containing the force of thunder; sometimes he shifts to slow, continuous arcing movements, his body flowing like clouds and water, each breath deep and rhythmic. The entire scene, shrouded in dynamic light and shadow, creates an atmosphere of solemnity and concentration, perfectly capturing the fusion of power and philosophy in this ancient boxing style.",
+ "token_credit_reward": 9.3125,
+ "selected_reward": 9.3125,
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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 360-degree panning shot at eye level around a martial artist performing the Hong Family Iron Wire Fist in a quaint Chinese courtyard. The subject is a middle-aged warrior with a shaved head and a stern expression, wearing a sleeveless off-white traditional training uniform and heavy polished black iron rings on the forearms. The courtyard features moss-covered gray flagstones, an ancient wooden pavilion with overhanging eaves, and a swaying verdant bamboo forest. The lighting is described as soft golden sunlight of dusk, with the warrior in a horse stance and fluid movements between force and flexibility, including the collision of iron rings and rhythmic breathing.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and setting, but there are occasional minor artifacts and slight inconsistencies in lighting or color grading that prevent a higher rating. The sequence remains coherent and stable, with 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 key elements: a martial artist with shaved head, traditional attire, and prominent black iron rings; the courtyard environment with gray flagstones, bamboo, and a pavilion; and the described lighting and stance. Some nuanced aspects such as exact motion dynamics and the precise interaction of the rings during movement are not fully verifiable from static frames, but the core alignment is solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible anatomy and environmental details, yet certain dynamic interactions and timing of ring collisions are not fully demonstrated in the frames, leaving some uncertainty about 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": 3.03125,
+ "TA": 3.078125,
+ "MQ": 3.1875,
+ "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 360-degree panning shot at eye level around a martial artist performing the Hong Family Iron Wire Fist in a quaint Chinese courtyard. The subject is a middle-aged warrior with a shaved head and a stern expression, wearing a sleeveless off-white traditional training uniform and heavy polished black iron rings on the forearms. The courtyard features moss-covered gray flagstones, an ancient wooden pavilion with overhanging eaves, and a swaying verdant bamboo forest. The lighting is described as soft golden sunlight of dusk, with the warrior in a horse stance and fluid movements between force and flexibility, including the collision of iron rings and rhythmic breathing.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and setting, but there are occasional minor artifacts and slight inconsistencies in lighting or color grading that prevent a higher rating. The sequence remains coherent and stable, with 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 key elements: a martial artist with shaved head, traditional attire, and prominent black iron rings; the courtyard environment with gray flagstones, bamboo, and a pavilion; and the described lighting and stance. Some nuanced aspects such as exact motion dynamics and the precise interaction of the rings during movement are not fully verifiable from static frames, but the core alignment is solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible anatomy and environmental details, yet certain dynamic interactions and timing of ring collisions are not fully demonstrated in the frames, leaving some uncertainty about 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_9/index_tensor([7914, 7914])_group_9_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_9/index_tensor([7914, 7914])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c82d91c1a99b1ce3283fd9e684c2eb285ffe118a
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_9/index_tensor([7914, 7914])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 33206,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_9/index_7914_seed_33206_dp_18_rank_36_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.046875,
+ "video_score2_ta": 4.15625,
+ "video_score2_mq": 3.703125,
+ "video_score2_overall": 10.875,
+ "avg": 10.90625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "striking low-angle tracking shot, captured in extreme slow motion, captures a monk in a tattered crimson robe, struggling to move forward across a vast, cracked, ochre-yellow wasteland. The scorching midday sun casts short, deep shadows on his exhausted figure, and the air distorts and sways with the heat. His bald head is beaded with sweat and dust, his facial muscles tense in agony, his brow furrowed, his teeth clenched. Yet, his bloodshot eyes gleam with unyielding determination as they gaze at the distant, empty horizon. Each forward movement feels immensely heavy. He reaches out with trembling, worn palms, his fingers digging deep into the cracked earth, as if grasping for a sliver of strength to move forward. As he drags his body, his weathered, dark robes scrape against the rough ground, stirring up fine dust that slowly dissipates in slow motion like a nebula. The entire picture is shrouded in a solemn and tragic atmosphere. The deep red robes and the ochre-colored barren earth form a strong visual contrast, profoundly depicting a moving picture of physical suffering and spiritual transcendence.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 tracking shot in extreme slow motion featuring a monk in a tattered crimson robe struggling to move across a vast, cracked, ochre-yellow wasteland. The scene emphasizes a scorching midday sun casting short, deep shadows, with the character's bald head beaded with sweat and dust, tense facial expression, furrowed brow, and teeth clenched. The eyes are described as bloodshot with determination, and the movement is portrayed as heavy and deliberate, with the character reaching out with trembling hands and dragging the body through the cracked earth, dust swirling around. Overall, the prompt conveys a solemn, tragic atmosphere and a strong visual contrast between the deep red robes and the barren, dusty landscape.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally solid. The resolution is adequate, lighting remains consistent with warm desert tones, and the color palette stays cohesive (crimson robes against the sandy backdrop). There are no obvious distortions or artifacts, and the composition remains stable. However, there are occasional minor softness and slight noise in some frames, which prevents a perfect top-tier score. Overall, Visual Quality is good but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: the low-angle tracking feel, the extreme slow-motion impression, the monk-like figure in a tattered crimson robe, the vast cracked wasteland, and the intense, oppressive atmosphere. The character’s bald head, tense expression, and the act of dragging through the terrain are present, and the scene maintains the intended emotional tone. Some nuanced details—such as explicit sweating beads or the precise moment of reaching out with trembling palms—are not consistently rendered, resulting in a strong but not perfect alignment. Overall, Text-to-Video Alignment is solid, corresponding to a score of 4.\n\nPhysical Consistency / Common-sense:\nThe sequence shows plausible biomechanics and environmental interaction, with coherent lighting and spatial relationships. Nevertheless, there are minor inconsistencies in how weight is distributed during dragging and in the subtler physics of dust and fabric movement, which prevent a flawless depiction. These small gaps keep Physical Consistency at a solid 4 rather than perfect.\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": 3.046875,
+ "TA": 4.15625,
+ "MQ": 3.703125,
+ "Overall": 10.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a striking low-angle tracking shot in extreme slow motion featuring a monk in a tattered crimson robe struggling to move across a vast, cracked, ochre-yellow wasteland. The scene emphasizes a scorching midday sun casting short, deep shadows, with the character's bald head beaded with sweat and dust, tense facial expression, furrowed brow, and teeth clenched. The eyes are described as bloodshot with determination, and the movement is portrayed as heavy and deliberate, with the character reaching out with trembling hands and dragging the body through the cracked earth, dust swirling around. Overall, the prompt conveys a solemn, tragic atmosphere and a strong visual contrast between the deep red robes and the barren, dusty landscape.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally solid. The resolution is adequate, lighting remains consistent with warm desert tones, and the color palette stays cohesive (crimson robes against the sandy backdrop). There are no obvious distortions or artifacts, and the composition remains stable. However, there are occasional minor softness and slight noise in some frames, which prevents a perfect top-tier score. Overall, Visual Quality is good but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: the low-angle tracking feel, the extreme slow-motion impression, the monk-like figure in a tattered crimson robe, the vast cracked wasteland, and the intense, oppressive atmosphere. The character’s bald head, tense expression, and the act of dragging through the terrain are present, and the scene maintains the intended emotional tone. Some nuanced details—such as explicit sweating beads or the precise moment of reaching out with trembling palms—are not consistently rendered, resulting in a strong but not perfect alignment. Overall, Text-to-Video Alignment is solid, corresponding to a score of 4.\n\nPhysical Consistency / Common-sense:\nThe sequence shows plausible biomechanics and environmental interaction, with coherent lighting and spatial relationships. Nevertheless, there are minor inconsistencies in how weight is distributed during dragging and in the subtler physics of dust and fabric movement, which prevent a flawless depiction. These small gaps keep Physical Consistency at a solid 4 rather than perfect.\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": "striking low-angle tracking shot, captured in extreme slow motion, captures a monk in a tattered crimson robe, struggling to move forward across a vast, cracked, ochre-yellow wasteland. The scorching midday sun casts short, deep shadows on his exhausted figure, and the air distorts and sways with the heat. His bald head is beaded with sweat and dust, his facial muscles tense in agony, his brow furrowed, his teeth clenched. Yet, his bloodshot eyes gleam with unyielding determination as they gaze at the distant, empty horizon. Each forward movement feels immensely heavy. He reaches out with trembling, worn palms, his fingers digging deep into the cracked earth, as if grasping for a sliver of strength to move forward. As he drags his body, his weathered, dark robes scrape against the rough ground, stirring up fine dust that slowly dissipates in slow motion like a nebula. The entire picture is shrouded in a solemn and tragic atmosphere. The deep red robes and the ochre-colored barren earth form a strong visual contrast, profoundly depicting a moving picture of physical suffering and spiritual transcendence.",
+ "seed": 33207,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_9/index_7914_seed_33207_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": 2.984375,
+ "video_score2_ta": 3.90625,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 9.9375,
+ "avg": 9.953125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "striking low-angle tracking shot, captured in extreme slow motion, captures a monk in a tattered crimson robe, struggling to move forward across a vast, cracked, ochre-yellow wasteland. The scorching midday sun casts short, deep shadows on his exhausted figure, and the air distorts and sways with the heat. His bald head is beaded with sweat and dust, his facial muscles tense in agony, his brow furrowed, his teeth clenched. Yet, his bloodshot eyes gleam with unyielding determination as they gaze at the distant, empty horizon. Each forward movement feels immensely heavy. He reaches out with trembling, worn palms, his fingers digging deep into the cracked earth, as if grasping for a sliver of strength to move forward. As he drags his body, his weathered, dark robes scrape against the rough ground, stirring up fine dust that slowly dissipates in slow motion like a nebula. The entire picture is shrouded in a solemn and tragic atmosphere. The deep red robes and the ochre-colored barren earth form a strong visual contrast, profoundly depicting a moving picture of physical suffering and spiritual transcendence.",
+ "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 striking low-angle tracking shot of a monk in a tattered crimson robe, struggling to move across a vast, cracked, ochre-yellow wasteland under a scorching midday sun. The scene should convey intense heat, exhaustion, and a solemn, tragic atmosphere, with the character's movement feeling heavy and each step requiring great effort.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the monk, robes, and landscape, but there are occasional minor artifacts and slight softness in some frames. Lighting remains warm and consistent, and color grading supports the intended mood. Transitions between frames are generally smooth, though not flawless. In sum, the visuals are adequate 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 bald monk in a tattered crimson robe, moving through a harsh, cracked wasteland under bright sun, with a low-angle perspective and a sense of struggle. Some nuanced details—such as explicit emphasis on sweating or the exact moment of reaching out with trembling palms—are present but not consistently foregrounded; nevertheless, the main narrative and visual cues align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The character’s posture and interaction with the ground read as plausible, and the environmental lighting/shadows support realism. However, there are minor inconsistencies in motion dynamics and subtle interactions with the terrain that prevent a higher level of believability. Overall, the scene maintains reasonable physical coherence 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": 2.984375,
+ "TA": 3.90625,
+ "MQ": 3.0625,
+ "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 striking low-angle tracking shot of a monk in a tattered crimson robe, struggling to move across a vast, cracked, ochre-yellow wasteland under a scorching midday sun. The scene should convey intense heat, exhaustion, and a solemn, tragic atmosphere, with the character's movement feeling heavy and each step requiring great effort.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the monk, robes, and landscape, but there are occasional minor artifacts and slight softness in some frames. Lighting remains warm and consistent, and color grading supports the intended mood. Transitions between frames are generally smooth, though not flawless. In sum, the visuals are adequate 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 bald monk in a tattered crimson robe, moving through a harsh, cracked wasteland under bright sun, with a low-angle perspective and a sense of struggle. Some nuanced details—such as explicit emphasis on sweating or the exact moment of reaching out with trembling palms—are present but not consistently foregrounded; nevertheless, the main narrative and visual cues align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The character’s posture and interaction with the ground read as plausible, and the environmental lighting/shadows support realism. However, there are minor inconsistencies in motion dynamics and subtle interactions with the terrain that prevent a higher level of believability. Overall, the scene maintains reasonable physical coherence 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": "striking low-angle tracking shot, captured in extreme slow motion, captures a monk in a tattered crimson robe, struggling to move forward across a vast, cracked, ochre-yellow wasteland. The scorching midday sun casts short, deep shadows on his exhausted figure, and the air distorts and sways with the heat. His bald head is beaded with sweat and dust, his facial muscles tense in agony, his brow furrowed, his teeth clenched. Yet, his bloodshot eyes gleam with unyielding determination as they gaze at the distant, empty horizon. Each forward movement feels immensely heavy. He reaches out with trembling, worn palms, his fingers digging deep into the cracked earth, as if grasping for a sliver of strength to move forward. As he drags his body, his weathered, dark robes scrape against the rough ground, stirring up fine dust that slowly dissipates in slow motion like a nebula. The entire picture is shrouded in a solemn and tragic atmosphere. The deep red robes and the ochre-colored barren earth form a strong visual contrast, profoundly depicting a moving picture of physical suffering and spiritual transcendence.",
+ "seed": 33208,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_9/index_7914_seed_33208_dp_19_rank_38_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 3.90625,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.8125,
+ "avg": 9.8125,
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+ "question_id": "videoscore2_overall",
+ "question": "striking low-angle tracking shot, captured in extreme slow motion, captures a monk in a tattered crimson robe, struggling to move forward across a vast, cracked, ochre-yellow wasteland. The scorching midday sun casts short, deep shadows on his exhausted figure, and the air distorts and sways with the heat. His bald head is beaded with sweat and dust, his facial muscles tense in agony, his brow furrowed, his teeth clenched. Yet, his bloodshot eyes gleam with unyielding determination as they gaze at the distant, empty horizon. Each forward movement feels immensely heavy. He reaches out with trembling, worn palms, his fingers digging deep into the cracked earth, as if grasping for a sliver of strength to move forward. As he drags his body, his weathered, dark robes scrape against the rough ground, stirring up fine dust that slowly dissipates in slow motion like a nebula. The entire picture is shrouded in a solemn and tragic atmosphere. The deep red robes and the ochre-colored barren earth form a strong visual contrast, profoundly depicting a moving picture of physical suffering and spiritual transcendence.",
+ "token_credit_reward": 9.8125,
+ "selected_reward": 9.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a striking low-angle tracking shot in extreme slow motion featuring a monk in a tattered crimson robe struggling to move across a vast, cracked, ochre-yellow wasteland. The scene emphasizes a scorching midday sun, short deep shadows, and a weary figure with a determined gaze toward the horizon. The description also mentions reaching out with trembling hands, dragging the body, weathered dark robes, and dust being stirred by movement, culminating in a solemn, tragic atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially during motion, which reduces sharpness. The color palette remains consistent with warm desert tones, and lighting is stable across shots. There are no major distortions or artifacts, and transitions between frames are smooth. The result is acceptable but not high-fidelity; the softness and lack of crisp detail prevent a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, extreme slow motion cues, a monk-like figure in a tattered crimson robe, and a vast cracked wasteland under bright sun. The emotional intensity and the act of dragging the body are conveyed, and the scene maintains the intended atmosphere. Some nuanced details such as explicit hand trembling or the precise moment of reaching the distant horizon are not fully verifiable from static frames, but these gaps do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and interaction with the ground appear plausible, and the environmental lighting/shadows align with the setting. However, there are minor inconsistencies in motion dynamics and fabric behavior that prevent a higher score. Overall, the scene remains believable within the described scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 3.90625,
+ "MQ": 3.015625,
+ "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 striking low-angle tracking shot in extreme slow motion featuring a monk in a tattered crimson robe struggling to move across a vast, cracked, ochre-yellow wasteland. The scene emphasizes a scorching midday sun, short deep shadows, and a weary figure with a determined gaze toward the horizon. The description also mentions reaching out with trembling hands, dragging the body, weathered dark robes, and dust being stirred by movement, culminating in a solemn, tragic atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some blur, especially during motion, which reduces sharpness. The color palette remains consistent with warm desert tones, and lighting is stable across shots. There are no major distortions or artifacts, and transitions between frames are smooth. The result is acceptable but not high-fidelity; the softness and lack of crisp detail prevent a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, extreme slow motion cues, a monk-like figure in a tattered crimson robe, and a vast cracked wasteland under bright sun. The emotional intensity and the act of dragging the body are conveyed, and the scene maintains the intended atmosphere. Some nuanced details such as explicit hand trembling or the precise moment of reaching the distant horizon are not fully verifiable from static frames, but these gaps do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and interaction with the ground appear plausible, and the environmental lighting/shadows align with the setting. However, there are minor inconsistencies in motion dynamics and fabric behavior that prevent a higher score. Overall, the scene remains believable within the described scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "striking low-angle tracking shot, captured in extreme slow motion, captures a monk in a tattered crimson robe, struggling to move forward across a vast, cracked, ochre-yellow wasteland. The scorching midday sun casts short, deep shadows on his exhausted figure, and the air distorts and sways with the heat. His bald head is beaded with sweat and dust, his facial muscles tense in agony, his brow furrowed, his teeth clenched. Yet, his bloodshot eyes gleam with unyielding determination as they gaze at the distant, empty horizon. Each forward movement feels immensely heavy. He reaches out with trembling, worn palms, his fingers digging deep into the cracked earth, as if grasping for a sliver of strength to move forward. As he drags his body, his weathered, dark robes scrape against the rough ground, stirring up fine dust that slowly dissipates in slow motion like a nebula. The entire picture is shrouded in a solemn and tragic atmosphere. The deep red robes and the ochre-colored barren earth form a strong visual contrast, profoundly depicting a moving picture of physical suffering and spiritual transcendence.",
+ "seed": 33209,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000260/group_9/index_7914_seed_33209_dp_19_rank_38_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 2.765625,
+ "video_score2_mq": 1.6171875,
+ "video_score2_overall": 7.4375,
+ "avg": 7.4453125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "striking low-angle tracking shot, captured in extreme slow motion, captures a monk in a tattered crimson robe, struggling to move forward across a vast, cracked, ochre-yellow wasteland. The scorching midday sun casts short, deep shadows on his exhausted figure, and the air distorts and sways with the heat. His bald head is beaded with sweat and dust, his facial muscles tense in agony, his brow furrowed, his teeth clenched. Yet, his bloodshot eyes gleam with unyielding determination as they gaze at the distant, empty horizon. Each forward movement feels immensely heavy. He reaches out with trembling, worn palms, his fingers digging deep into the cracked earth, as if grasping for a sliver of strength to move forward. As he drags his body, his weathered, dark robes scrape against the rough ground, stirring up fine dust that slowly dissipates in slow motion like a nebula. The entire picture is shrouded in a solemn and tragic atmosphere. The deep red robes and the ochre-colored barren earth form a strong visual contrast, profoundly depicting a moving picture of physical suffering and spiritual transcendence.",
+ "token_credit_reward": 7.4375,
+ "selected_reward": 7.4375,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a striking low-angle tracking shot of a monk in a tattered crimson robe, struggling to move across a vast, cracked, ochre-yellow wasteland under a scorching midday sun. The scene should convey intense heat, exhaustion, and a solemn, tragic atmosphere, with the character's movement feeling heavy and each step requiring great effort.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the monk, robes, and landscape, but there are occasional minor artifacts and slight softness in some frames. Lighting remains warm and consistent with a desert setting, and color grading supports the intended mood. Transitions between frames are generally smooth, though not flawless. In sum, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a monk in a tattered crimson robe, a vast cracked wasteland, and a low-angle tracking perspective with evident effort in movement. The environmental cues—sunlight, heat haze, and dust—contribute to the intended atmosphere. Some nuanced emotional details (e.g., sweating beads, facial tension) are present but not always overt, yet the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s interaction with the ground and the general physics feel plausible, and the scene maintains coherent spatial relationships. However, there are minor inconsistencies in weight transfer during dragging and in dust dynamics that prevent a higher level of realism. Overall, the scene remains believable within its stylized depiction.\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 4\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 3.0625,
+ "TA": 2.765625,
+ "MQ": 1.6171875,
+ "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 striking low-angle tracking shot of a monk in a tattered crimson robe, struggling to move across a vast, cracked, ochre-yellow wasteland under a scorching midday sun. The scene should convey intense heat, exhaustion, and a solemn, tragic atmosphere, with the character's movement feeling heavy and each step requiring great effort.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the monk, robes, and landscape, but there are occasional minor artifacts and slight softness in some frames. Lighting remains warm and consistent with a desert setting, and color grading supports the intended mood. Transitions between frames are generally smooth, though not flawless. In sum, the visuals are acceptable but not outstanding.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a monk in a tattered crimson robe, a vast cracked wasteland, and a low-angle tracking perspective with evident effort in movement. The environmental cues—sunlight, heat haze, and dust—contribute to the intended atmosphere. Some nuanced emotional details (e.g., sweating beads, facial tension) are present but not always overt, yet the overall correspondence remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s interaction with the ground and the general physics feel plausible, and the scene maintains coherent spatial relationships. However, there are minor inconsistencies in weight transfer during dragging and in dust dynamics that prevent a higher level of realism. Overall, the scene remains believable within its stylized depiction.\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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000284/group_1/index_tensor([9850, 9850])_group_1_rewards.json b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000284/group_1/index_tensor([9850, 9850])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..151d547c6c2b606907b5ff466f9409b75fde3b3e
--- /dev/null
+++ b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000284/group_1/index_tensor([9850, 9850])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "From a high angle, the camera tracks smoothly sideways, capturing scenes immersed in Makoto Shinkai's surreal, emotive style. A sleek all-wheel-drive 4x4, its low-slung chassis painted a gleaming, damp gunmetal gray, powerfully outmaneuvers a conventional bicycle on the rain-slicked asphalt. The 4x4's wide, treaded tires decisively plow through a large, glistening puddle, sending crystalline sprays of water into the air. As it passes, the last rays of the dramatic late afternoon sun flicker off the damp metal frame, creating a signature anamorphic lens flare that streaks horizontally across the frame. The slower bike, a classic steel-framed model clad in a muted red, is steadily steered by a lone rider, their frame clad in a simple, dark raincoat. The entire world is reflected in the mirror-like puddle on the path, revealing a double image of the dramatic sky above—a breathtaking canvas of deep violet, fiery orange, and soft pink. The atmosphere is filled with poignant beauty and fleeting movement, contrasting the relaxed, futuristic power of the quad bikes with the quiet, human endurance of the cyclists, set against a backdrop of overwhelming natural beauty.",
+ "seed": 26921,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000284/group_1/index_9850_seed_26921_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": 2.625,
+ "video_score2_ta": 2.484375,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.0625,
+ "avg": 8.03125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "From a high angle, the camera tracks smoothly sideways, capturing scenes immersed in Makoto Shinkai's surreal, emotive style. A sleek all-wheel-drive 4x4, its low-slung chassis painted a gleaming, damp gunmetal gray, powerfully outmaneuvers a conventional bicycle on the rain-slicked asphalt. The 4x4's wide, treaded tires decisively plow through a large, glistening puddle, sending crystalline sprays of water into the air. As it passes, the last rays of the dramatic late afternoon sun flicker off the damp metal frame, creating a signature anamorphic lens flare that streaks horizontally across the frame. The slower bike, a classic steel-framed model clad in a muted red, is steadily steered by a lone rider, their frame clad in a simple, dark raincoat. The entire world is reflected in the mirror-like puddle on the path, revealing a double image of the dramatic sky above—a breathtaking canvas of deep violet, fiery orange, and soft pink. The atmosphere is filled with poignant beauty and fleeting movement, contrasting the relaxed, futuristic power of the quad bikes with the quiet, human endurance of the cyclists, set against a backdrop of overwhelming natural beauty.",
+ "token_credit_reward": 8.0625,
+ "selected_reward": 8.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a high-angle, smooth side tracking shot featuring a sleek 4x4 with a low-slung, gunmetal gray finish, powerfully outmaneuvering a conventional bicycle on a rain slick asphalt surface, with the car plowing through a large puddle and generating crystalline water spray, while the sun casts dramatic late-afternoon light and an anamorphic lens flare streaks across the frame. The scene should also include a slower bike with a rider in a dark raincoat, a mirror-like puddle reflection, and a sky palette of deep violet, fiery orange, and soft pink, conveying a blend of technological dynamism and human endurance amid natural beauty.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals show moderate clarity with some softness and occasional compression artifacts. The car and bike remain identifiable, and the wet surface reflections are present, but overall sharpness and fine detail are not consistently strong. Lighting and color grading are generally coherent, yet the overall polish is mid-range rather than high-end. In sum, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements such as a high-angle perspective, a moving vehicle, and a wet surface with reflections. However, key aspects of the prompt are underrepresented or missing: there is no clearly visible large puddle being plowed through, no evident water spray, and the sky colors do not match the described deep violet/orange/pink palette. The anamorphic lens flare is not clearly observed. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and basic physics, with the car and bike interacting on a wet road in a believable manner. Some minor inconsistencies exist, such as subtle mismatches in scale or motion cues, but nothing that breaks overall coherence. The physical realism is acceptable but not exceptional (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.625,
+ "TA": 2.484375,
+ "MQ": 2.921875,
+ "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 envisions a high-angle, smooth side tracking shot featuring a sleek 4x4 with a low-slung, gunmetal gray finish, powerfully outmaneuvering a conventional bicycle on a rain slick asphalt surface, with the car plowing through a large puddle and generating crystalline water spray, while the sun casts dramatic late-afternoon light and an anamorphic lens flare streaks across the frame. The scene should also include a slower bike with a rider in a dark raincoat, a mirror-like puddle reflection, and a sky palette of deep violet, fiery orange, and soft pink, conveying a blend of technological dynamism and human endurance amid natural beauty.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals show moderate clarity with some softness and occasional compression artifacts. The car and bike remain identifiable, and the wet surface reflections are present, but overall sharpness and fine detail are not consistently strong. Lighting and color grading are generally coherent, yet the overall polish is mid-range rather than high-end. In sum, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements such as a high-angle perspective, a moving vehicle, and a wet surface with reflections. However, key aspects of the prompt are underrepresented or missing: there is no clearly visible large puddle being plowed through, no evident water spray, and the sky colors do not match the described deep violet/orange/pink palette. The anamorphic lens flare is not clearly observed. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and basic physics, with the car and bike interacting on a wet road in a believable manner. Some minor inconsistencies exist, such as subtle mismatches in scale or motion cues, but nothing that breaks overall coherence. The physical realism is acceptable but not exceptional (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "From a high angle, the camera tracks smoothly sideways, capturing scenes immersed in Makoto Shinkai's surreal, emotive style. A sleek all-wheel-drive 4x4, its low-slung chassis painted a gleaming, damp gunmetal gray, powerfully outmaneuvers a conventional bicycle on the rain-slicked asphalt. The 4x4's wide, treaded tires decisively plow through a large, glistening puddle, sending crystalline sprays of water into the air. As it passes, the last rays of the dramatic late afternoon sun flicker off the damp metal frame, creating a signature anamorphic lens flare that streaks horizontally across the frame. The slower bike, a classic steel-framed model clad in a muted red, is steadily steered by a lone rider, their frame clad in a simple, dark raincoat. The entire world is reflected in the mirror-like puddle on the path, revealing a double image of the dramatic sky above—a breathtaking canvas of deep violet, fiery orange, and soft pink. The atmosphere is filled with poignant beauty and fleeting movement, contrasting the relaxed, futuristic power of the quad bikes with the quiet, human endurance of the cyclists, set against a backdrop of overwhelming natural beauty.",
+ "seed": 26922,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000284/group_1/index_9850_seed_26922_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": 2.359375,
+ "video_score2_ta": 3.078125,
+ "video_score2_mq": 2.78125,
+ "video_score2_overall": 8.25,
+ "avg": 8.21875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "From a high angle, the camera tracks smoothly sideways, capturing scenes immersed in Makoto Shinkai's surreal, emotive style. A sleek all-wheel-drive 4x4, its low-slung chassis painted a gleaming, damp gunmetal gray, powerfully outmaneuvers a conventional bicycle on the rain-slicked asphalt. The 4x4's wide, treaded tires decisively plow through a large, glistening puddle, sending crystalline sprays of water into the air. As it passes, the last rays of the dramatic late afternoon sun flicker off the damp metal frame, creating a signature anamorphic lens flare that streaks horizontally across the frame. The slower bike, a classic steel-framed model clad in a muted red, is steadily steered by a lone rider, their frame clad in a simple, dark raincoat. The entire world is reflected in the mirror-like puddle on the path, revealing a double image of the dramatic sky above—a breathtaking canvas of deep violet, fiery orange, and soft pink. The atmosphere is filled with poignant beauty and fleeting movement, contrasting the relaxed, futuristic power of the quad bikes with the quiet, human endurance of the cyclists, set against a backdrop of overwhelming natural beauty.",
+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a high-angle, smooth lateral tracking shot featuring a sleek 4x4 with a low-slung, damp gunmetal gray finish, powerfully outmaneuvering a conventional bicycle on rain-slick asphalt, with the 4x4 plowing through a large puddle and generating crystalline spray, while the bike remains a muted red classic steel-frame model steered by a rider in a simple dark raincoat, all reflected in a mirror-like puddle beneath a dramatic sky. In practice, the sequence includes a vehicle and a rider on a wet surface with a reflective puddle and a sunset palette, but several key elements are not realized as described (the exact vehicle appearance, the precise interaction with the puddle, and the specific camera motion). Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. Resolution and detail are adequate, yet some frames show mild softness or compression artifacts, and color grading is present but not consistently refined across the sequence. Reflections and lighting are plausible, and the scene maintains coherence, but overall polish is mid-range rather than high-end. This supports a mid-level Visual Quality assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures core elements such as a vehicle and a rider on a wet surface with a reflective puddle and sunset tones, but several critical aspects diverge from the prompt: the vehicle’s appearance and finish do not match the described sleek, low-slung gunmetal look; the specific dynamics of the 4x4 plowing through a large puddle with spray are not convincingly depicted; the camera motion appears more like a static or limited tracking shot rather than a pronounced high-angle lateral sweep. While the scene conveys a similar mood and setting, the fidelity to the detailed prompt is only moderate. Overall, Text-to-Video Alignment should be considered mid-range.\n\nPhysical Consistency / Common-sense:\nPhysical interactions—vehicle and rider on a wet surface, reflections, and environmental lighting—are generally coherent and believable. However, there are minor inconsistencies in scale, timing of water effects, and the relationship between motion cues and the puddle interaction that prevent a higher level of realism. These small discrepancies keep the overall physical consistency at a mid level.\n\nGround-truth scores indicate a balanced, mid-range performance across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.359375,
+ "TA": 3.078125,
+ "MQ": 2.78125,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a high-angle, smooth lateral tracking shot featuring a sleek 4x4 with a low-slung, damp gunmetal gray finish, powerfully outmaneuvering a conventional bicycle on rain-slick asphalt, with the 4x4 plowing through a large puddle and generating crystalline spray, while the bike remains a muted red classic steel-frame model steered by a rider in a simple dark raincoat, all reflected in a mirror-like puddle beneath a dramatic sky. In practice, the sequence includes a vehicle and a rider on a wet surface with a reflective puddle and a sunset palette, but several key elements are not realized as described (the exact vehicle appearance, the precise interaction with the puddle, and the specific camera motion). Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. Resolution and detail are adequate, yet some frames show mild softness or compression artifacts, and color grading is present but not consistently refined across the sequence. Reflections and lighting are plausible, and the scene maintains coherence, but overall polish is mid-range rather than high-end. This supports a mid-level Visual Quality assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures core elements such as a vehicle and a rider on a wet surface with a reflective puddle and sunset tones, but several critical aspects diverge from the prompt: the vehicle’s appearance and finish do not match the described sleek, low-slung gunmetal look; the specific dynamics of the 4x4 plowing through a large puddle with spray are not convincingly depicted; the camera motion appears more like a static or limited tracking shot rather than a pronounced high-angle lateral sweep. While the scene conveys a similar mood and setting, the fidelity to the detailed prompt is only moderate. Overall, Text-to-Video Alignment should be considered mid-range.\n\nPhysical Consistency / Common-sense:\nPhysical interactions—vehicle and rider on a wet surface, reflections, and environmental lighting—are generally coherent and believable. However, there are minor inconsistencies in scale, timing of water effects, and the relationship between motion cues and the puddle interaction that prevent a higher level of realism. These small discrepancies keep the overall physical consistency at a mid level.\n\nGround-truth scores indicate a balanced, mid-range performance across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "From a high angle, the camera tracks smoothly sideways, capturing scenes immersed in Makoto Shinkai's surreal, emotive style. A sleek all-wheel-drive 4x4, its low-slung chassis painted a gleaming, damp gunmetal gray, powerfully outmaneuvers a conventional bicycle on the rain-slicked asphalt. The 4x4's wide, treaded tires decisively plow through a large, glistening puddle, sending crystalline sprays of water into the air. As it passes, the last rays of the dramatic late afternoon sun flicker off the damp metal frame, creating a signature anamorphic lens flare that streaks horizontally across the frame. The slower bike, a classic steel-framed model clad in a muted red, is steadily steered by a lone rider, their frame clad in a simple, dark raincoat. The entire world is reflected in the mirror-like puddle on the path, revealing a double image of the dramatic sky above—a breathtaking canvas of deep violet, fiery orange, and soft pink. The atmosphere is filled with poignant beauty and fleeting movement, contrasting the relaxed, futuristic power of the quad bikes with the quiet, human endurance of the cyclists, set against a backdrop of overwhelming natural beauty.",
+ "seed": 26923,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000284/group_1/index_9850_seed_26923_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.78125,
+ "video_score2_ta": 2.90625,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.625,
+ "avg": 8.609375,
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+ "question": "From a high angle, the camera tracks smoothly sideways, capturing scenes immersed in Makoto Shinkai's surreal, emotive style. A sleek all-wheel-drive 4x4, its low-slung chassis painted a gleaming, damp gunmetal gray, powerfully outmaneuvers a conventional bicycle on the rain-slicked asphalt. The 4x4's wide, treaded tires decisively plow through a large, glistening puddle, sending crystalline sprays of water into the air. As it passes, the last rays of the dramatic late afternoon sun flicker off the damp metal frame, creating a signature anamorphic lens flare that streaks horizontally across the frame. The slower bike, a classic steel-framed model clad in a muted red, is steadily steered by a lone rider, their frame clad in a simple, dark raincoat. The entire world is reflected in the mirror-like puddle on the path, revealing a double image of the dramatic sky above—a breathtaking canvas of deep violet, fiery orange, and soft pink. The atmosphere is filled with poignant beauty and fleeting movement, contrasting the relaxed, futuristic power of the quad bikes with the quiet, human endurance of the cyclists, set against a backdrop of overwhelming natural beauty.",
+ "token_credit_reward": 8.625,
+ "selected_reward": 8.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a high-angle, smooth side tracking shot through a Makoto Shinkai–inspired scene featuring a sleek 4x4 with a low-slung, gunmetal gray finish, a conventional bicycle, a rain slick road, a large puddle with water spray, and a dramatic sunset palette. In practice, the video presents a plausible car and rider, but several key elements are underrepresented or missing: the distinctive high-angle perspective and the pronounced stylized lighting are not convincingly realized, and the water spray and reflective puddle dynamics are not clearly depicted. Overall, the alignment with the prompt is moderate rather than strong.\n\nVisual Quality Analysis:\nThe overall visual quality is moderate. The resolution is acceptable and the car and rider remain identifiable, but there are noticeable issues such as occasional motion blur during movement, some inconsistencies in lighting and color grading, and minor artifacts that reduce polish. Reflections and wet surface cues exist but do not consistently read as convincing puddle interactions. The sequence remains coherent, yet it does not achieve high-end visual fidelity.\n\nText-to-Video Alignment Analysis:\nThe video captures core elements like the car and rider and a wet environment, but several critical aspects of the prompt are not convincingly realized. The intended high-angle, smooth tracking shot and the dramatic, stylized lighting are not strongly conveyed, and the water spray and mirror-like puddle effects are understated. The result reflects a moderate level of alignment with the prompt.\n\nPhysical Consistency (Common-sense):\nPhysics and object interactions are generally plausible, with believable vehicle motion and rider posture. However, there are subtle inconsistencies in reflections, water interaction, and lighting continuity that prevent a higher score. Overall, physical consistency is adequate but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.78125,
+ "TA": 2.90625,
+ "MQ": 2.921875,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a high-angle, smooth side tracking shot through a Makoto Shinkai–inspired scene featuring a sleek 4x4 with a low-slung, gunmetal gray finish, a conventional bicycle, a rain slick road, a large puddle with water spray, and a dramatic sunset palette. In practice, the video presents a plausible car and rider, but several key elements are underrepresented or missing: the distinctive high-angle perspective and the pronounced stylized lighting are not convincingly realized, and the water spray and reflective puddle dynamics are not clearly depicted. Overall, the alignment with the prompt is moderate rather than strong.\n\nVisual Quality Analysis:\nThe overall visual quality is moderate. The resolution is acceptable and the car and rider remain identifiable, but there are noticeable issues such as occasional motion blur during movement, some inconsistencies in lighting and color grading, and minor artifacts that reduce polish. Reflections and wet surface cues exist but do not consistently read as convincing puddle interactions. The sequence remains coherent, yet it does not achieve high-end visual fidelity.\n\nText-to-Video Alignment Analysis:\nThe video captures core elements like the car and rider and a wet environment, but several critical aspects of the prompt are not convincingly realized. The intended high-angle, smooth tracking shot and the dramatic, stylized lighting are not strongly conveyed, and the water spray and mirror-like puddle effects are understated. The result reflects a moderate level of alignment with the prompt.\n\nPhysical Consistency (Common-sense):\nPhysics and object interactions are generally plausible, with believable vehicle motion and rider posture. However, there are subtle inconsistencies in reflections, water interaction, and lighting continuity that prevent a higher score. Overall, physical consistency is adequate but not exceptional.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "From a high angle, the camera tracks smoothly sideways, capturing scenes immersed in Makoto Shinkai's surreal, emotive style. A sleek all-wheel-drive 4x4, its low-slung chassis painted a gleaming, damp gunmetal gray, powerfully outmaneuvers a conventional bicycle on the rain-slicked asphalt. The 4x4's wide, treaded tires decisively plow through a large, glistening puddle, sending crystalline sprays of water into the air. As it passes, the last rays of the dramatic late afternoon sun flicker off the damp metal frame, creating a signature anamorphic lens flare that streaks horizontally across the frame. The slower bike, a classic steel-framed model clad in a muted red, is steadily steered by a lone rider, their frame clad in a simple, dark raincoat. The entire world is reflected in the mirror-like puddle on the path, revealing a double image of the dramatic sky above—a breathtaking canvas of deep violet, fiery orange, and soft pink. The atmosphere is filled with poignant beauty and fleeting movement, contrasting the relaxed, futuristic power of the quad bikes with the quiet, human endurance of the cyclists, set against a backdrop of overwhelming natural beauty.",
+ "seed": 26924,
+ "video_path": "./outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/rl_samples/0000284/group_1/index_9850_seed_26924_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.875,
+ "video_score2_ta": 2.9375,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.75,
+ "avg": 8.734375,
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+ "question": "From a high angle, the camera tracks smoothly sideways, capturing scenes immersed in Makoto Shinkai's surreal, emotive style. A sleek all-wheel-drive 4x4, its low-slung chassis painted a gleaming, damp gunmetal gray, powerfully outmaneuvers a conventional bicycle on the rain-slicked asphalt. The 4x4's wide, treaded tires decisively plow through a large, glistening puddle, sending crystalline sprays of water into the air. As it passes, the last rays of the dramatic late afternoon sun flicker off the damp metal frame, creating a signature anamorphic lens flare that streaks horizontally across the frame. The slower bike, a classic steel-framed model clad in a muted red, is steadily steered by a lone rider, their frame clad in a simple, dark raincoat. The entire world is reflected in the mirror-like puddle on the path, revealing a double image of the dramatic sky above—a breathtaking canvas of deep violet, fiery orange, and soft pink. The atmosphere is filled with poignant beauty and fleeting movement, contrasting the relaxed, futuristic power of the quad bikes with the quiet, human endurance of the cyclists, set against a backdrop of overwhelming natural beauty.",
+ "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 high-angle, smooth side tracking shot featuring a sleek 4x4 with a low-slung gunmetal gray body, a conventional bicycle, a rain slick asphalt surface, a large glistening puddle with water spray, and a dramatic late afternoon sky reflected in a mirror-like puddle. In the actual video, several elements align (high angle, smooth tracking, presence of a 4x4, a bicycle, a wet surface, and a reflective puddle), but key aspects are not realized as described. The 4x4 appears white rather than gunmetal gray, there is no evident water spray or prominent lens flare, and the sky’s color palette does not match the dramatic purple, orange, and pink tones described. Overall, the alignment with the prompt is partial and imperfect.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. The resolution is adequate and the scene remains coherent, yet some frames show mild softness and minor artifacts. The lighting and color grading are generally consistent, but the overall polish is limited compared to high-end production. The tracking motion is smooth, but the sequence lacks the cinematic refinement suggested by the prompt. Overall, Visual Quality is moderate.\n\nText-to-Video Alignment Analysis:\nThere are notable mismatches between the prompt and the video. The vehicle color diverges from the specified gunmetal gray, and the absence of dynamic water effects (spray, lens flare) reduces fidelity to the prompt. The sky color and atmospheric mood do not reflect the dramatic purple/orange/pink palette described. While the core elements (4x4, bicycle, wet surface, puddle reflection) appear, the overall fidelity to the original creative vision is limited. The alignment is therefore moderate.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible spatial relationships and basic physical interactions, but several cues feel slightly off in terms of realism. Reflections and water behavior are not always perfectly consistent with the lighting and motion, and some scale or interaction details (e.g., relative sizes of the vehicle and rider, or the intensity of reflections) read as stylized rather than strictly physically accurate. Overall, physical consistency is moderate.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.875,
+ "TA": 2.9375,
+ "MQ": 2.921875,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a high-angle, smooth side tracking shot featuring a sleek 4x4 with a low-slung gunmetal gray body, a conventional bicycle, a rain slick asphalt surface, a large glistening puddle with water spray, and a dramatic late afternoon sky reflected in a mirror-like puddle. In the actual video, several elements align (high angle, smooth tracking, presence of a 4x4, a bicycle, a wet surface, and a reflective puddle), but key aspects are not realized as described. The 4x4 appears white rather than gunmetal gray, there is no evident water spray or prominent lens flare, and the sky’s color palette does not match the dramatic purple, orange, and pink tones described. Overall, the alignment with the prompt is partial and imperfect.\n\nVisual Quality Analysis:\nThe visuals are acceptable but not outstanding. The resolution is adequate and the scene remains coherent, yet some frames show mild softness and minor artifacts. The lighting and color grading are generally consistent, but the overall polish is limited compared to high-end production. The tracking motion is smooth, but the sequence lacks the cinematic refinement suggested by the prompt. Overall, Visual Quality is moderate.\n\nText-to-Video Alignment Analysis:\nThere are notable mismatches between the prompt and the video. The vehicle color diverges from the specified gunmetal gray, and the absence of dynamic water effects (spray, lens flare) reduces fidelity to the prompt. The sky color and atmospheric mood do not reflect the dramatic purple/orange/pink palette described. While the core elements (4x4, bicycle, wet surface, puddle reflection) appear, the overall fidelity to the original creative vision is limited. The alignment is therefore moderate.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible spatial relationships and basic physical interactions, but several cues feel slightly off in terms of realism. Reflections and water behavior are not always perfectly consistent with the lighting and motion, and some scale or interaction details (e.g., relative sizes of the vehicle and rider, or the intensity of reflections) read as stylized rather than strictly physically accurate. Overall, physical consistency is moderate.\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
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diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Composition/A book and a cup of tea exchanging stories, each telling the other about their adventures.-2.mp4 b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Composition/A book and a cup of tea exchanging stories, each telling the other about their adventures.-2.mp4
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diff --git a/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Composition/A chair and a table having a tea party, both elegantly setting out cups and pastries.-0.mp4 b/outputs/yw008-2-sage-videoscore2-token-credit-video-adv-no-weighting/vbench2_eval/step_100/videos/Composition/A chair and a table having a tea party, both elegantly setting out cups and pastries.-0.mp4
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