diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000082/group_6/index_tensor([8579, 8579])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000082/group_6/index_tensor([8579, 8579])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..71a3ece72741e309a3edb18df7992c35d5fe9f4d
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000082/group_6/index_tensor([8579, 8579])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
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+ "seed": 8901,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000082/group_6/index_8579_seed_8901_dp_12_rank_24_sample_0_slot_0.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up of a divine general named Yang Jian wearing an intricately carved three-mountain flying phoenix hat with golden/silver tassels, golden chain mail armor with ancient mythical beast patterns, set against dark stormy clouds with lightning, and a dramatic transformation where a central forehead pattern opens to reveal a radiant golden eye and a cascade of golden energy. The description is used as reference for evaluation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the armor and facial features, but there are occasional soft areas and minor artifacts that prevent a high-fidelity look. The lighting and atmospheric effects are present but not consistently sharp across all frames, resulting in a mid-range impression rather than pristine realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements—close-up framing, ornate hat, golden armor, stormy backdrop, and the dramatic energy reveal. Some nuanced details (e.g., precise hat ornamentation dynamics or the exact timing of the energy surge) are not perfectly matched, but the core narrative and visual cues align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence maintains plausible anatomy and material behavior, with the energy effects integrated in a way that remains coherent within the fantasy setting. There are no glaring physics violations, though some transitions could be smoother to enhance believability.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.21875,
+ "TA": 3.421875,
+ "MQ": 3.328125,
+ "Overall": 9.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up of a divine general named Yang Jian wearing an intricately carved three-mountain flying phoenix hat with golden/silver tassels, golden chain mail armor with ancient mythical beast patterns, set against dark stormy clouds with lightning, and a dramatic transformation where a central forehead pattern opens to reveal a radiant golden eye and a cascade of golden energy. The description is used as reference for evaluation.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the armor and facial features, but there are occasional soft areas and minor artifacts that prevent a high-fidelity look. The lighting and atmospheric effects are present but not consistently sharp across all frames, resulting in a mid-range impression rather than pristine realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements—close-up framing, ornate hat, golden armor, stormy backdrop, and the dramatic energy reveal. Some nuanced details (e.g., precise hat ornamentation dynamics or the exact timing of the energy surge) are not perfectly matched, but the core narrative and visual cues align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence maintains plausible anatomy and material behavior, with the energy effects integrated in a way that remains coherent within the fantasy setting. There are no glaring physics violations, though some transitions could be smoother 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": "close-up shot, shot from a slightly elevated angle, slowly zooms in, focusing on the sharply defined, solemn face of the divine general Yang Jian. He wears an intricately carved three-mountain flying phoenix hat, its tassel woven with gold and silver thread swaying gently in the wind. He wears a suit of golden chain mail armor engraved with the patterns of ancient mythical beasts, its plates reflecting a cool metallic luster in the dim light. Against the backdrop, dark storm clouds swirl, occasionally punctuated by silent flashes of lightning, creating an oppressive, impending sense of impending storm. As the camera draws closer, the tightly closed vertical divine pattern at the center of his forehead begins to tremble slightly, then calmly and majestically splits to the sides, revealing a pupilless divine eye composed entirely of radiant golden energy. In an instant, a dazzling golden divine light composed of pure energy poured down like molten gold. Countless tiny shimmering rune particles were mixed in the beam, illuminating the lower half of his face and the armor on his chest, forming a strong contrast between light and shadow. The whole picture was filled with a sacred, majestic and awe-inspiring epic atmosphere.",
+ "seed": 8902,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000082/group_6/index_8579_seed_8902_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.390625,
+ "video_score2_ta": 3.625,
+ "video_score2_mq": 3.78125,
+ "video_score2_overall": 10.75,
+ "avg": 10.796875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "close-up shot, shot from a slightly elevated angle, slowly zooms in, focusing on the sharply defined, solemn face of the divine general Yang Jian. He wears an intricately carved three-mountain flying phoenix hat, its tassel woven with gold and silver thread swaying gently in the wind. He wears a suit of golden chain mail armor engraved with the patterns of ancient mythical beasts, its plates reflecting a cool metallic luster in the dim light. Against the backdrop, dark storm clouds swirl, occasionally punctuated by silent flashes of lightning, creating an oppressive, impending sense of impending storm. As the camera draws closer, the tightly closed vertical divine pattern at the center of his forehead begins to tremble slightly, then calmly and majestically splits to the sides, revealing a pupilless divine eye composed entirely of radiant golden energy. In an instant, a dazzling golden divine light composed of pure energy poured down like molten gold. Countless tiny shimmering rune particles were mixed in the beam, illuminating the lower half of his face and the armor on his chest, forming a strong contrast between light and shadow. The whole picture was filled with a sacred, majestic and awe-inspiring epic atmosphere.",
+ "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 close-up of a divine general named Yang Jian wearing an intricately carved three-mountain flying phoenix hat with a tassel, golden chain mail armor with ancient mythical beast patterns, dark stormy clouds with lightning, and a dramatic transformation where the central forehead pattern opens to reveal a radiant golden eye and a beam of golden energy illuminating the face and armor. The overall mood is sacred, majestic, and awe-inspiring.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain solid clarity and consistent lighting. The character remains well-defined against a moody stormy backdrop, with detailed armor and ornate headgear. There are no major distortions or artifacts, and color grading supports the dramatic atmosphere. However, there are occasional minor frame-to-frame inconsistencies and slight softness in some frames that prevent a perfect top-tier score. Overall, Visual Quality is strong but not flawless (4/5).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close-up framing, ornate hat, golden armor, stormy setting, and a dramatic lighting progression. However, key transformative moments described in the prompt are not realized: the central forehead pattern does not visibly open to reveal a divine eye, and the anticipated beam of pure energy is not clearly depicted. These gaps indicate moderate misalignment rather than full fidelity, resulting in a mid-range alignment assessment (3/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent anatomy, armor fit, and environmental logic throughout. The progression of lighting and energy effects reads plausibly within the fantasy context, and there are no obvious physical contradictions. The overall consistency is solid but not exceptional due to the missing dynamic transformation, yielding a moderate score (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": 3.390625,
+ "TA": 3.625,
+ "MQ": 3.78125,
+ "Overall": 10.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up of a divine general named Yang Jian wearing an intricately carved three-mountain flying phoenix hat with a tassel, golden chain mail armor with ancient mythical beast patterns, dark stormy clouds with lightning, and a dramatic transformation where the central forehead pattern opens to reveal a radiant golden eye and a beam of golden energy illuminating the face and armor. The overall mood is sacred, majestic, and awe-inspiring.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain solid clarity and consistent lighting. The character remains well-defined against a moody stormy backdrop, with detailed armor and ornate headgear. There are no major distortions or artifacts, and color grading supports the dramatic atmosphere. However, there are occasional minor frame-to-frame inconsistencies and slight softness in some frames that prevent a perfect top-tier score. Overall, Visual Quality is strong but not flawless (4/5).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close-up framing, ornate hat, golden armor, stormy setting, and a dramatic lighting progression. However, key transformative moments described in the prompt are not realized: the central forehead pattern does not visibly open to reveal a divine eye, and the anticipated beam of pure energy is not clearly depicted. These gaps indicate moderate misalignment rather than full fidelity, resulting in a mid-range alignment assessment (3/5).\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent anatomy, armor fit, and environmental logic throughout. The progression of lighting and energy effects reads plausibly within the fantasy context, and there are no obvious physical contradictions. The overall consistency is solid but not exceptional due to the missing dynamic transformation, yielding a moderate score (3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up shot, shot from a slightly elevated angle, slowly zooms in, focusing on the sharply defined, solemn face of the divine general Yang Jian. He wears an intricately carved three-mountain flying phoenix hat, its tassel woven with gold and silver thread swaying gently in the wind. He wears a suit of golden chain mail armor engraved with the patterns of ancient mythical beasts, its plates reflecting a cool metallic luster in the dim light. Against the backdrop, dark storm clouds swirl, occasionally punctuated by silent flashes of lightning, creating an oppressive, impending sense of impending storm. As the camera draws closer, the tightly closed vertical divine pattern at the center of his forehead begins to tremble slightly, then calmly and majestically splits to the sides, revealing a pupilless divine eye composed entirely of radiant golden energy. In an instant, a dazzling golden divine light composed of pure energy poured down like molten gold. Countless tiny shimmering rune particles were mixed in the beam, illuminating the lower half of his face and the armor on his chest, forming a strong contrast between light and shadow. The whole picture was filled with a sacred, majestic and awe-inspiring epic atmosphere.",
+ "seed": 8903,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000082/group_6/index_8579_seed_8903_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.578125,
+ "video_score2_ta": 3.578125,
+ "video_score2_mq": 3.828125,
+ "video_score2_overall": 11.0,
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+ "question": "close-up shot, shot from a slightly elevated angle, slowly zooms in, focusing on the sharply defined, solemn face of the divine general Yang Jian. He wears an intricately carved three-mountain flying phoenix hat, its tassel woven with gold and silver thread swaying gently in the wind. He wears a suit of golden chain mail armor engraved with the patterns of ancient mythical beasts, its plates reflecting a cool metallic luster in the dim light. Against the backdrop, dark storm clouds swirl, occasionally punctuated by silent flashes of lightning, creating an oppressive, impending sense of impending storm. As the camera draws closer, the tightly closed vertical divine pattern at the center of his forehead begins to tremble slightly, then calmly and majestically splits to the sides, revealing a pupilless divine eye composed entirely of radiant golden energy. In an instant, a dazzling golden divine light composed of pure energy poured down like molten gold. Countless tiny shimmering rune particles were mixed in the beam, illuminating the lower half of his face and the armor on his chest, forming a strong contrast between light and shadow. The whole picture was filled with a sacred, majestic and awe-inspiring epic atmosphere.",
+ "token_credit_reward": 11.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up of a divine general named Yang Jian wearing an intricately carved three-mountain flying phoenix hat with golden/silver tassels, ornate golden chain mail armor with ancient mythical beast patterns, set against dark stormy skies with lightning, and a dramatic progression where a central forehead pattern trembles and splits to reveal a pupilless divine eye made of radiant golden energy, followed by a pouring of dazzling golden light and shimmering particles across the face and armor. The overall intent is to convey a sacred, majestic, and awe-inspiring epic atmosphere.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain solid clarity and consistent lighting, with detailed armor textures and convincing metallic reflections. The stormy background and dramatic lighting contribute to the mood, and the character’s face remains readable throughout. 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 (4/5).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close-up framing, ornate armor, and a dramatic stormy setting. Yet key narrative moments described in the prompt are not realized: the three-mountain flying phoenix hat is not clearly depicted, the central forehead pattern does not visibly tremble or split, and the moment of a dazzling golden light pouring down is not convincingly portrayed. These gaps indicate moderate misalignment, resulting in an overall Text-to-Video Alignment around 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent anatomy, plausible armor behavior, and consistent environmental effects (lightning, shadows). There are no obvious physical contradictions; any stylized elements remain within believable fantasy bounds. Overall, Physical/Common-sense Consistency is solid (4/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.578125,
+ "TA": 3.578125,
+ "MQ": 3.828125,
+ "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 close-up of a divine general named Yang Jian wearing an intricately carved three-mountain flying phoenix hat with golden/silver tassels, ornate golden chain mail armor with ancient mythical beast patterns, set against dark stormy skies with lightning, and a dramatic progression where a central forehead pattern trembles and splits to reveal a pupilless divine eye made of radiant golden energy, followed by a pouring of dazzling golden light and shimmering particles across the face and armor. The overall intent is to convey a sacred, majestic, and awe-inspiring epic atmosphere.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain solid clarity and consistent lighting, with detailed armor textures and convincing metallic reflections. The stormy background and dramatic lighting contribute to the mood, and the character’s face remains readable throughout. 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 (4/5).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close-up framing, ornate armor, and a dramatic stormy setting. Yet key narrative moments described in the prompt are not realized: the three-mountain flying phoenix hat is not clearly depicted, the central forehead pattern does not visibly tremble or split, and the moment of a dazzling golden light pouring down is not convincingly portrayed. These gaps indicate moderate misalignment, resulting in an overall Text-to-Video Alignment around 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains coherent anatomy, plausible armor behavior, and consistent environmental effects (lightning, shadows). There are no obvious physical contradictions; any stylized elements remain within believable fantasy bounds. Overall, Physical/Common-sense Consistency is solid (4/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "close-up shot, shot from a slightly elevated angle, slowly zooms in, focusing on the sharply defined, solemn face of the divine general Yang Jian. He wears an intricately carved three-mountain flying phoenix hat, its tassel woven with gold and silver thread swaying gently in the wind. He wears a suit of golden chain mail armor engraved with the patterns of ancient mythical beasts, its plates reflecting a cool metallic luster in the dim light. Against the backdrop, dark storm clouds swirl, occasionally punctuated by silent flashes of lightning, creating an oppressive, impending sense of impending storm. As the camera draws closer, the tightly closed vertical divine pattern at the center of his forehead begins to tremble slightly, then calmly and majestically splits to the sides, revealing a pupilless divine eye composed entirely of radiant golden energy. In an instant, a dazzling golden divine light composed of pure energy poured down like molten gold. Countless tiny shimmering rune particles were mixed in the beam, illuminating the lower half of his face and the armor on his chest, forming a strong contrast between light and shadow. The whole picture was filled with a sacred, majestic and awe-inspiring epic atmosphere.",
+ "seed": 8904,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000082/group_6/index_8579_seed_8904_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": 3.53125,
+ "video_score2_ta": 3.765625,
+ "video_score2_mq": 3.78125,
+ "video_score2_overall": 11.125,
+ "avg": 11.078125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "close-up shot, shot from a slightly elevated angle, slowly zooms in, focusing on the sharply defined, solemn face of the divine general Yang Jian. He wears an intricately carved three-mountain flying phoenix hat, its tassel woven with gold and silver thread swaying gently in the wind. He wears a suit of golden chain mail armor engraved with the patterns of ancient mythical beasts, its plates reflecting a cool metallic luster in the dim light. Against the backdrop, dark storm clouds swirl, occasionally punctuated by silent flashes of lightning, creating an oppressive, impending sense of impending storm. As the camera draws closer, the tightly closed vertical divine pattern at the center of his forehead begins to tremble slightly, then calmly and majestically splits to the sides, revealing a pupilless divine eye composed entirely of radiant golden energy. In an instant, a dazzling golden divine light composed of pure energy poured down like molten gold. Countless tiny shimmering rune particles were mixed in the beam, illuminating the lower half of his face and the armor on his chest, forming a strong contrast between light and shadow. The whole picture was filled with a sacred, majestic and awe-inspiring epic atmosphere.",
+ "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 to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up shot of a divine general named Yang Jian wearing an intricately carved three-mountain flying phoenix hat with golden/silver tassels, golden chain mail armor with ancient mythical beast patterns, set against dark stormy clouds with lightning, and a dramatic progression where a vertical divine pattern on the forehead opens to reveal a radiant golden eye and a cascade of golden energy illuminating the face and armor. The overall intent is to convey a sacred, majestic, and awe-inspiring epic atmosphere.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain solid clarity and consistent lighting, with detailed armor textures and ornate headpiece. The stormy background and dramatic lighting contribute to the mood, and the golden energy effects are visually striking. However, there are minor inconsistencies in motion smoothness and some frame-to-frame transitions that prevent a perfect top-tier score. Overall, Visual Quality is strong but not flawless (4/5).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close-up framing, ornate hat, golden armor, stormy backdrop, and the appearance of golden energy effects. However, key narrative moments described in the prompt are not fully realized: the vertical forehead pattern does not visibly open, the eye remains static rather than dynamically revealing itself, and the dramatic transformation sequence is only partially represented. Alignment is moderate (3/5).\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent fantasy-physics within a mythic context; lighting, material interactions, and environmental effects behave plausibly within the established rules. There are no glaring logical contradictions, though the absence of the central transformative moment reduces the perceived completeness of the narrative. Overall, Physical Consistency is moderate (3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.53125,
+ "TA": 3.765625,
+ "MQ": 3.78125,
+ "Overall": 11.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up shot of a divine general named Yang Jian wearing an intricately carved three-mountain flying phoenix hat with golden/silver tassels, golden chain mail armor with ancient mythical beast patterns, set against dark stormy clouds with lightning, and a dramatic progression where a vertical divine pattern on the forehead opens to reveal a radiant golden eye and a cascade of golden energy illuminating the face and armor. The overall intent is to convey a sacred, majestic, and awe-inspiring epic atmosphere.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain solid clarity and consistent lighting, with detailed armor textures and ornate headpiece. The stormy background and dramatic lighting contribute to the mood, and the golden energy effects are visually striking. However, there are minor inconsistencies in motion smoothness and some frame-to-frame transitions that prevent a perfect top-tier score. Overall, Visual Quality is strong but not flawless (4/5).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—close-up framing, ornate hat, golden armor, stormy backdrop, and the appearance of golden energy effects. However, key narrative moments described in the prompt are not fully realized: the vertical forehead pattern does not visibly open, the eye remains static rather than dynamically revealing itself, and the dramatic transformation sequence is only partially represented. Alignment is moderate (3/5).\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent fantasy-physics within a mythic context; lighting, material interactions, and environmental effects behave plausibly within the established rules. There are no glaring logical contradictions, though the absence of the central transformative moment reduces the perceived completeness of the narrative. Overall, Physical Consistency is moderate (3/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_0/index_tensor([6284, 6284])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_0/index_tensor([6284, 6284])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..47280ae5b5d9d241802087586e5d56ae59d39a90
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_0/index_tensor([6284, 6284])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An extreme close-up macro lens is firmly locked on the top of a large bowl of steaming pickled fish. A shriveled and bright red dried chili pepper lies quietly on the golden pickled fish soup and a few tender white fish fillets. Its surface is covered with fine wrinkles, foreshadowing the coming storm. Suddenly, a stream of boiling, clear oil is poured down from outside the frame. At the moment the hot oil contacts the chili peppers with a sharp sizzling sound, the camera captures in slow motion the chili peppers’ skins rapidly shrinking and bursting due to the high temperature, the color becoming deeper and glossier, releasing a rich spicy aroma. At the same time, the camera begins to perform a classic Hitchcock zoom (Dolly Zoom), that is, the camera pulls back while the lens focus simultaneously moves forward, causing the blurred Chinese restaurant environment in the background - including wooden tables and chairs under warm lights and the figures of diners - to be visually distorted and rapidly recede backwards, while the size of the main body of the exploding chili peppers in the foreground strangely remains unchanged, creating a strong sense of visual dizziness and highly dramatic tension. The entire picture is full of shocking sensory impact, and the atmosphere is tense and fascinating.",
+ "seed": 23811,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_0/index_6284_seed_23811_dp_0_rank_0_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 0,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.21875,
+ "video_score2_ta": 1.84375,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.0,
+ "avg": 8.0,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up macro lens is firmly locked on the top of a large bowl of steaming pickled fish. A shriveled and bright red dried chili pepper lies quietly on the golden pickled fish soup and a few tender white fish fillets. Its surface is covered with fine wrinkles, foreshadowing the coming storm. Suddenly, a stream of boiling, clear oil is poured down from outside the frame. At the moment the hot oil contacts the chili peppers with a sharp sizzling sound, the camera captures in slow motion the chili peppers’ skins rapidly shrinking and bursting due to the high temperature, the color becoming deeper and glossier, releasing a rich spicy aroma. At the same time, the camera begins to perform a classic Hitchcock zoom (Dolly Zoom), that is, the camera pulls back while the lens focus simultaneously moves forward, causing the blurred Chinese restaurant environment in the background - including wooden tables and chairs under warm lights and the figures of diners - to be visually distorted and rapidly recede backwards, while the size of the main body of the exploding chili peppers in the foreground strangely remains unchanged, creating a strong sense of visual dizziness and highly dramatic tension. The entire picture is full of shocking sensory impact, and the atmosphere is tense and fascinating.",
+ "token_credit_reward": 8.0,
+ "selected_reward": 8.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up macro shot focusing on a large bowl of steaming pickled fish. A shriveled bright red dried chili pepper sits on golden pickled fish soup with white fish fillets. A stream of clear oil pours from above, followed by a dramatic moment where the oil hits the chili and causes a rapid, intense reaction. The scene should include a classic dolly zoom effect, with the camera pulling back while the focus shifts forward, distorting the background and creating a sense of visual drama.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate. The frames show decent detail and color, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. The depth-of-field is present, yet some background elements appear slightly blurred or inconsistent across shots. The sequence remains stable enough to convey the scene, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video includes several key elements such as the extreme close-up framing, the presence of a large bowl, steaming fish, and the bright red dried chili pepper. However, crucial moments described in the prompt are missing or underdeveloped: there is no visible pouring action of oil from above, and the dramatic explosion or sizzling is not clearly depicted. The dolly zoom effect is not evident, and the background remains relatively static rather than dynamically distorted. Overall, the alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: the fish, soup, and pepper appear proportionate, lighting is consistent, and there are no obvious physics violations. The absence of the dramatic oil-pouring and explosion reduces narrative coherence, but the core visuals remain believable within everyday expectations. Overall, physical consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.21875,
+ "TA": 1.84375,
+ "MQ": 2.9375,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up macro shot focusing on a large bowl of steaming pickled fish. A shriveled bright red dried chili pepper sits on golden pickled fish soup with white fish fillets. A stream of clear oil pours from above, followed by a dramatic moment where the oil hits the chili and causes a rapid, intense reaction. The scene should include a classic dolly zoom effect, with the camera pulling back while the focus shifts forward, distorting the background and creating a sense of visual drama.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate. The frames show decent detail and color, but there are occasional soft areas and minor compression artifacts that prevent a high-fidelity look. The depth-of-field is present, yet some background elements appear slightly blurred or inconsistent across shots. The sequence remains stable enough to convey the scene, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video includes several key elements such as the extreme close-up framing, the presence of a large bowl, steaming fish, and the bright red dried chili pepper. However, crucial moments described in the prompt are missing or underdeveloped: there is no visible pouring action of oil from above, and the dramatic explosion or sizzling is not clearly depicted. The dolly zoom effect is not evident, and the background remains relatively static rather than dynamically distorted. Overall, the alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: the fish, soup, and pepper appear proportionate, lighting is consistent, and there are no obvious physics violations. The absence of the dramatic oil-pouring and explosion reduces narrative coherence, but the core visuals remain believable within everyday expectations. Overall, physical consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up macro lens is firmly locked on the top of a large bowl of steaming pickled fish. A shriveled and bright red dried chili pepper lies quietly on the golden pickled fish soup and a few tender white fish fillets. Its surface is covered with fine wrinkles, foreshadowing the coming storm. Suddenly, a stream of boiling, clear oil is poured down from outside the frame. At the moment the hot oil contacts the chili peppers with a sharp sizzling sound, the camera captures in slow motion the chili peppers’ skins rapidly shrinking and bursting due to the high temperature, the color becoming deeper and glossier, releasing a rich spicy aroma. At the same time, the camera begins to perform a classic Hitchcock zoom (Dolly Zoom), that is, the camera pulls back while the lens focus simultaneously moves forward, causing the blurred Chinese restaurant environment in the background - including wooden tables and chairs under warm lights and the figures of diners - to be visually distorted and rapidly recede backwards, while the size of the main body of the exploding chili peppers in the foreground strangely remains unchanged, creating a strong sense of visual dizziness and highly dramatic tension. The entire picture is full of shocking sensory impact, and the atmosphere is tense and fascinating.",
+ "seed": 23812,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_0/index_6284_seed_23812_dp_0_rank_0_sample_1_slot_1.mp4",
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+ "video_score2_overall": 7.6875,
+ "avg": 7.703125,
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+ "question": "An extreme close-up macro lens is firmly locked on the top of a large bowl of steaming pickled fish. A shriveled and bright red dried chili pepper lies quietly on the golden pickled fish soup and a few tender white fish fillets. Its surface is covered with fine wrinkles, foreshadowing the coming storm. Suddenly, a stream of boiling, clear oil is poured down from outside the frame. At the moment the hot oil contacts the chili peppers with a sharp sizzling sound, the camera captures in slow motion the chili peppers’ skins rapidly shrinking and bursting due to the high temperature, the color becoming deeper and glossier, releasing a rich spicy aroma. At the same time, the camera begins to perform a classic Hitchcock zoom (Dolly Zoom), that is, the camera pulls back while the lens focus simultaneously moves forward, causing the blurred Chinese restaurant environment in the background - including wooden tables and chairs under warm lights and the figures of diners - to be visually distorted and rapidly recede backwards, while the size of the main body of the exploding chili peppers in the foreground strangely remains unchanged, creating a strong sense of visual dizziness and highly dramatic tension. The entire picture is full of shocking sensory impact, and the atmosphere is tense and fascinating.",
+ "token_credit_reward": 7.6875,
+ "selected_reward": 7.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up macro shot focusing on a large bowl of steaming pickled fish. A shriveled bright red dried chili pepper sits on golden pickled fish soup with white fillets. A stream of clear oil pours in from above, causing the chili pepper to pop dramatically as its skin shrinks and bursts, with a strong visual emphasis on heat and spice. The scene should include a classic dolly zoom where the camera pulls back while the focus moves forward, distorting the background and creating a sense of visual drama.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main elements, but there are occasional minor artifacts and slight softness in some frames. The lighting is generally consistent, and colors are reasonably saturated, though not exceptionally vivid. The sequence appears stable without major distortions, but the overall polish is not at the highest level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video includes several prompt elements such as a close-up view, a bowl with fish, and visible oil pouring, key aspects of the prompt are not convincingly realized. The expected dramatic popping of the chili pepper and the pronounced dolly zoom are not clearly demonstrated, and the background distortion is minimal. The result reflects only partial adherence to the original creative vision.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible interactions between the oil and the pepper, and the general sequence aligns with common-sense expectations. However, some details—such as the exact timing of the pop and the intensity of the reaction—are not strongly convincing, leaving room for improvement in realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.109375,
+ "TA": 1.96875,
+ "MQ": 2.625,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up macro shot focusing on a large bowl of steaming pickled fish. A shriveled bright red dried chili pepper sits on golden pickled fish soup with white fillets. A stream of clear oil pours in from above, causing the chili pepper to pop dramatically as its skin shrinks and bursts, with a strong visual emphasis on heat and spice. The scene should include a classic dolly zoom where the camera pulls back while the focus moves forward, distorting the background and creating a sense of visual drama.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the main elements, but there are occasional minor artifacts and slight softness in some frames. The lighting is generally consistent, and colors are reasonably saturated, though not exceptionally vivid. The sequence appears stable without major distortions, but the overall polish is not at the highest level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video includes several prompt elements such as a close-up view, a bowl with fish, and visible oil pouring, key aspects of the prompt are not convincingly realized. The expected dramatic popping of the chili pepper and the pronounced dolly zoom are not clearly demonstrated, and the background distortion is minimal. The result reflects only partial adherence to the original creative vision.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible interactions between the oil and the pepper, and the general sequence aligns with common-sense expectations. However, some details—such as the exact timing of the pop and the intensity of the reaction—are not strongly convincing, leaving room for improvement in realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up macro lens is firmly locked on the top of a large bowl of steaming pickled fish. A shriveled and bright red dried chili pepper lies quietly on the golden pickled fish soup and a few tender white fish fillets. Its surface is covered with fine wrinkles, foreshadowing the coming storm. Suddenly, a stream of boiling, clear oil is poured down from outside the frame. At the moment the hot oil contacts the chili peppers with a sharp sizzling sound, the camera captures in slow motion the chili peppers’ skins rapidly shrinking and bursting due to the high temperature, the color becoming deeper and glossier, releasing a rich spicy aroma. At the same time, the camera begins to perform a classic Hitchcock zoom (Dolly Zoom), that is, the camera pulls back while the lens focus simultaneously moves forward, causing the blurred Chinese restaurant environment in the background - including wooden tables and chairs under warm lights and the figures of diners - to be visually distorted and rapidly recede backwards, while the size of the main body of the exploding chili peppers in the foreground strangely remains unchanged, creating a strong sense of visual dizziness and highly dramatic tension. The entire picture is full of shocking sensory impact, and the atmosphere is tense and fascinating.",
+ "seed": 23813,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_0/index_6284_seed_23813_dp_1_rank_2_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.46875,
+ "video_score2_ta": 1.7890625,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 7.09375,
+ "avg": 7.1015625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up macro lens is firmly locked on the top of a large bowl of steaming pickled fish. A shriveled and bright red dried chili pepper lies quietly on the golden pickled fish soup and a few tender white fish fillets. Its surface is covered with fine wrinkles, foreshadowing the coming storm. Suddenly, a stream of boiling, clear oil is poured down from outside the frame. At the moment the hot oil contacts the chili peppers with a sharp sizzling sound, the camera captures in slow motion the chili peppers’ skins rapidly shrinking and bursting due to the high temperature, the color becoming deeper and glossier, releasing a rich spicy aroma. At the same time, the camera begins to perform a classic Hitchcock zoom (Dolly Zoom), that is, the camera pulls back while the lens focus simultaneously moves forward, causing the blurred Chinese restaurant environment in the background - including wooden tables and chairs under warm lights and the figures of diners - to be visually distorted and rapidly recede backwards, while the size of the main body of the exploding chili peppers in the foreground strangely remains unchanged, creating a strong sense of visual dizziness and highly dramatic tension. The entire picture is full of shocking sensory impact, and the atmosphere is tense and fascinating.",
+ "token_credit_reward": 7.09375,
+ "selected_reward": 7.09375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me 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 macro shot focusing on a large bowl of steaming pickled fish, with a shriveled bright red dried chili pepper resting on golden pickled fish soup and tender white fish fillets. It mentions a sudden stream of boiling clear oil pouring from outside the frame, followed by the oil contacting the chili peppers with a sharp sizzling sound, captured in slow motion as the peppers’ skin shrinks and bursts due to heat, with a classic Hitchcock zoom where the camera pulls back while the focus moves forward, distorting the background and creating dramatic tension.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a close-up of food with reasonable detail, but overall quality sits at a mid level. There is some blur in the background and occasional softness in parts of the dish; lighting is warm and consistent, and colors appear natural. The sequence appears stable without major distortions, though it does not reach high-end sharpness or polish. Overall, Visual Quality aligns with a moderate score.\n\nText-to-Video Alignment Analysis:\nCompared to the prompt, the video only partially matches the described elements. The extreme close-up and the presence of a red dried chili pepper are visible, and there is a suggestion of a liquid being poured. However key aspects such as the large bowl of steaming pickled fish, the specific composition of golden pickled fish soup and tender white fillets, the dramatic slow-motion explosion of the peppers, and the classic Hitchcock zoom are not convincingly realized. The result is a moderate alignment overall.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical behavior: the liquid pours with gravity, the pepper sits on the food, and the general interactions feel believable. There are no obvious physics violations, and the overall realism is acceptable, though not exceptional.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.46875,
+ "TA": 1.7890625,
+ "MQ": 2.84375,
+ "Overall": 7.09375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me 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 macro shot focusing on a large bowl of steaming pickled fish, with a shriveled bright red dried chili pepper resting on golden pickled fish soup and tender white fish fillets. It mentions a sudden stream of boiling clear oil pouring from outside the frame, followed by the oil contacting the chili peppers with a sharp sizzling sound, captured in slow motion as the peppers’ skin shrinks and bursts due to heat, with a classic Hitchcock zoom where the camera pulls back while the focus moves forward, distorting the background and creating dramatic tension.\n\nVisual Quality Analysis:\nAcross the frames, the visuals show a close-up of food with reasonable detail, but overall quality sits at a mid level. There is some blur in the background and occasional softness in parts of the dish; lighting is warm and consistent, and colors appear natural. The sequence appears stable without major distortions, though it does not reach high-end sharpness or polish. Overall, Visual Quality aligns with a moderate score.\n\nText-to-Video Alignment Analysis:\nCompared to the prompt, the video only partially matches the described elements. The extreme close-up and the presence of a red dried chili pepper are visible, and there is a suggestion of a liquid being poured. However key aspects such as the large bowl of steaming pickled fish, the specific composition of golden pickled fish soup and tender white fillets, the dramatic slow-motion explosion of the peppers, and the classic Hitchcock zoom are not convincingly realized. The result is a moderate alignment overall.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical behavior: the liquid pours with gravity, the pepper sits on the food, and the general interactions feel believable. There are no obvious physics violations, and the overall realism is acceptable, though not exceptional.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up macro lens is firmly locked on the top of a large bowl of steaming pickled fish. A shriveled and bright red dried chili pepper lies quietly on the golden pickled fish soup and a few tender white fish fillets. Its surface is covered with fine wrinkles, foreshadowing the coming storm. Suddenly, a stream of boiling, clear oil is poured down from outside the frame. At the moment the hot oil contacts the chili peppers with a sharp sizzling sound, the camera captures in slow motion the chili peppers’ skins rapidly shrinking and bursting due to the high temperature, the color becoming deeper and glossier, releasing a rich spicy aroma. At the same time, the camera begins to perform a classic Hitchcock zoom (Dolly Zoom), that is, the camera pulls back while the lens focus simultaneously moves forward, causing the blurred Chinese restaurant environment in the background - including wooden tables and chairs under warm lights and the figures of diners - to be visually distorted and rapidly recede backwards, while the size of the main body of the exploding chili peppers in the foreground strangely remains unchanged, creating a strong sense of visual dizziness and highly dramatic tension. The entire picture is full of shocking sensory impact, and the atmosphere is tense and fascinating.",
+ "seed": 23814,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_0/index_6284_seed_23814_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": 2.96875,
+ "video_score2_ta": 1.75,
+ "video_score2_mq": 3.375,
+ "video_score2_overall": 8.125,
+ "avg": 8.09375,
+ "reward_records": [
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+ "question": "An extreme close-up macro lens is firmly locked on the top of a large bowl of steaming pickled fish. A shriveled and bright red dried chili pepper lies quietly on the golden pickled fish soup and a few tender white fish fillets. Its surface is covered with fine wrinkles, foreshadowing the coming storm. Suddenly, a stream of boiling, clear oil is poured down from outside the frame. At the moment the hot oil contacts the chili peppers with a sharp sizzling sound, the camera captures in slow motion the chili peppers’ skins rapidly shrinking and bursting due to the high temperature, the color becoming deeper and glossier, releasing a rich spicy aroma. At the same time, the camera begins to perform a classic Hitchcock zoom (Dolly Zoom), that is, the camera pulls back while the lens focus simultaneously moves forward, causing the blurred Chinese restaurant environment in the background - including wooden tables and chairs under warm lights and the figures of diners - to be visually distorted and rapidly recede backwards, while the size of the main body of the exploding chili peppers in the foreground strangely remains unchanged, creating a strong sense of visual dizziness and highly dramatic tension. The entire picture is full of shocking sensory impact, and the atmosphere is tense and fascinating.",
+ "token_credit_reward": 8.125,
+ "selected_reward": 8.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up macro shot focusing on a large bowl of steaming pickled fish. A shriveled bright red dried chili pepper sits on golden pickled fish soup with white fish fillets. A stream of clear oil pours from above, followed by a dramatic explosion of the chili pepper as it shrinks and bursts, with a classic dolly zoom pulling the camera back while keeping the main subject size constant. The scene aims for a tense, visually striking moment.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally solid. The resolution is adequate, with clear details on the food items and a reasonably sharp main subject. There is some mild softness in certain areas, but no major artifacts or distortions. Colors appear vibrant and lighting is consistent, contributing to a convincing presentation. Overall, Visual Quality is good and aligns with a score around 4.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The video shows a close-up of food items and includes a red dried chili pepper, which matches part of the description. However, key elements such as the pouring of oil from above, the dramatic explosion of the pepper, and the specific camera movement described (dolly zoom) are not realized in the footage. The result is a moderate level of alignment, corresponding to a score around 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical relationships among objects, with natural textures and lighting. The absence of the dramatic action and the expected camera dynamics reduces the perceived realism somewhat, but there are no obvious physical contradictions. Overall, Physical Consistency is acceptable, aligning with a score around 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 1.75,
+ "MQ": 3.375,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up macro shot focusing on a large bowl of steaming pickled fish. A shriveled bright red dried chili pepper sits on golden pickled fish soup with white fish fillets. A stream of clear oil pours from above, followed by a dramatic explosion of the chili pepper as it shrinks and bursts, with a classic dolly zoom pulling the camera back while keeping the main subject size constant. The scene aims for a tense, visually striking moment.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally solid. The resolution is adequate, with clear details on the food items and a reasonably sharp main subject. There is some mild softness in certain areas, but no major artifacts or distortions. Colors appear vibrant and lighting is consistent, contributing to a convincing presentation. Overall, Visual Quality is good and aligns with a score around 4.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The video shows a close-up of food items and includes a red dried chili pepper, which matches part of the description. However, key elements such as the pouring of oil from above, the dramatic explosion of the pepper, and the specific camera movement described (dolly zoom) are not realized in the footage. The result is a moderate level of alignment, corresponding to a score around 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical relationships among objects, with natural textures and lighting. The absence of the dramatic action and the expected camera dynamics reduces the perceived realism somewhat, but there are no obvious physical contradictions. Overall, Physical Consistency is acceptable, aligning with a score around 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_1/index_tensor([3099, 3099])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_1/index_tensor([3099, 3099])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..a8ad95c3cd8a5366d513d0243fa58a8cc99baf00
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_1/index_tensor([3099, 3099])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, low-angle, wide-angle shot surveys a long, narrow, decaying concrete corridor, its sole source of illumination being a bare fluorescent tube light suspended from the low ceiling by a pair of frayed wires. The fixture oscillates gently and unevenly in slow, hypnotic arcs, emitting a cold, sickly greenish-white light that flickers intermittently, casting a harsh, glaring glow accompanied by a low, constant electrical hum. As the light flickers, deep, inky shadows cast by exposed ceiling ducts and imperfections in the grimy, water-stained concrete walls waver and stretch precariously; they run along the length of the corridor in twisted, elongated patterns before violently rebounding and contorting into grotesque, ever-shifting shapes. The rhythmic yet unpredictable dance of high-contrast light and dark within the stark, colorless environment creates a deeply unsettling and tense atmosphere, transforming the desolate corridor into a space of pure psychological terror.",
+ "seed": 26802,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_1/index_3099_seed_26802_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": 3.609375,
+ "video_score2_ta": 1.9921875,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 8.75,
+ "avg": 8.7578125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, low-angle, wide-angle shot surveys a long, narrow, decaying concrete corridor, its sole source of illumination being a bare fluorescent tube light suspended from the low ceiling by a pair of frayed wires. The fixture oscillates gently and unevenly in slow, hypnotic arcs, emitting a cold, sickly greenish-white light that flickers intermittently, casting a harsh, glaring glow accompanied by a low, constant electrical hum. As the light flickers, deep, inky shadows cast by exposed ceiling ducts and imperfections in the grimy, water-stained concrete walls waver and stretch precariously; they run along the length of the corridor in twisted, elongated patterns before violently rebounding and contorting into grotesque, ever-shifting shapes. The rhythmic yet unpredictable dance of high-contrast light and dark within the stark, colorless environment creates a deeply unsettling and tense atmosphere, transforming the desolate corridor into a space of pure psychological terror.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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, low-angle, wide-angle shot surveying a long, narrow, decaying concrete corridor with a single fluorescent light suspended from the ceiling by frayed wires. The light is described as oscillating gently and unevenly in slow, hypnotic arcs, emitting a cold, sickly greenish-white light that flickers intermittently, casting a harsh glare. The scene should feature deep, inky shadows from exposed ceiling ducts and grimy, water-stained concrete walls, with light and shadow dancing in a way that heightens tension and produces a space of pure psychological terror.\n\nVisual Quality Assessment:\nThe frames show a corridor with decent resolution and generally stable lighting. Details such as the ceiling, walls, and floor are discernible, and there are no obvious distortions or artifacts. However, the sequence appears largely static across frames, with minimal 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 elements of the prompt — a static, low-angle, wide view of a long corridor with visible decay and a single light source — but it misses key dynamic aspects. The light does not appear to oscillate, and there is little to no flicker or shadow movement. While some environmental details align, the core kinetic and atmospheric requirements are not realized. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible spatial relationships, lighting, and material textures consistent with a decaying corridor. There are no obvious physical contradictions, and the environment reads as believable. The lack of motion does not introduce physical inconsistencies, though it dampens the intended unsettling mood. Overall, physical/common-sense consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
+ "VQ": 3.609375,
+ "TA": 1.9921875,
+ "MQ": 3.15625,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, low-angle, wide-angle shot surveying a long, narrow, decaying concrete corridor with a single fluorescent light suspended from the ceiling by frayed wires. The light is described as oscillating gently and unevenly in slow, hypnotic arcs, emitting a cold, sickly greenish-white light that flickers intermittently, casting a harsh glare. The scene should feature deep, inky shadows from exposed ceiling ducts and grimy, water-stained concrete walls, with light and shadow dancing in a way that heightens tension and produces a space of pure psychological terror.\n\nVisual Quality Assessment:\nThe frames show a corridor with decent resolution and generally stable lighting. Details such as the ceiling, walls, and floor are discernible, and there are no obvious distortions or artifacts. However, the sequence appears largely static across frames, with minimal 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 elements of the prompt — a static, low-angle, wide view of a long corridor with visible decay and a single light source — but it misses key dynamic aspects. The light does not appear to oscillate, and there is little to no flicker or shadow movement. While some environmental details align, the core kinetic and atmospheric requirements are not realized. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency Assessment:\nThe scene maintains plausible spatial relationships, lighting, and material textures consistent with a decaying corridor. There are no obvious physical contradictions, and the environment reads as believable. The lack of motion does not introduce physical inconsistencies, though it dampens the intended unsettling mood. 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": "static, low-angle, wide-angle shot surveys a long, narrow, decaying concrete corridor, its sole source of illumination being a bare fluorescent tube light suspended from the low ceiling by a pair of frayed wires. The fixture oscillates gently and unevenly in slow, hypnotic arcs, emitting a cold, sickly greenish-white light that flickers intermittently, casting a harsh, glaring glow accompanied by a low, constant electrical hum. As the light flickers, deep, inky shadows cast by exposed ceiling ducts and imperfections in the grimy, water-stained concrete walls waver and stretch precariously; they run along the length of the corridor in twisted, elongated patterns before violently rebounding and contorting into grotesque, ever-shifting shapes. The rhythmic yet unpredictable dance of high-contrast light and dark within the stark, colorless environment creates a deeply unsettling and tense atmosphere, transforming the desolate corridor into a space of pure psychological terror.",
+ "seed": 26803,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_1/index_3099_seed_26803_dp_2_rank_4_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.171875,
+ "video_score2_ta": 2.609375,
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+ "video_score2_overall": 8.75,
+ "avg": 8.765625,
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+ "question": "static, low-angle, wide-angle shot surveys a long, narrow, decaying concrete corridor, its sole source of illumination being a bare fluorescent tube light suspended from the low ceiling by a pair of frayed wires. The fixture oscillates gently and unevenly in slow, hypnotic arcs, emitting a cold, sickly greenish-white light that flickers intermittently, casting a harsh, glaring glow accompanied by a low, constant electrical hum. As the light flickers, deep, inky shadows cast by exposed ceiling ducts and imperfections in the grimy, water-stained concrete walls waver and stretch precariously; they run along the length of the corridor in twisted, elongated patterns before violently rebounding and contorting into grotesque, ever-shifting shapes. The rhythmic yet unpredictable dance of high-contrast light and dark within the stark, colorless environment creates a deeply unsettling and tense atmosphere, transforming the desolate corridor into a space of pure psychological terror.",
+ "token_credit_reward": 8.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, low-angle, wide-angle shot of a long, narrow, decaying concrete corridor with a single fluorescent light suspended from the ceiling by frayed wires. The light is described as oscillating gently and unevenly in slow, hypnotic arcs, emitting a cold, sickly greenish-white light that flickers intermittently, casting a harsh, glaring glow with a low, constant electrical hum. Deep, inky shadows from exposed ceiling ducts and imperfections in the grimy, water-stained concrete walls are expected to move in twisted, elongated patterns before violently rebounding and contorting into grotesque, ever-shifting shapes. The overall atmosphere should be unsettling and tense, transforming the desolate corridor into a space of pure psychological terror.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with decent resolution and consistent lighting. The corridor geometry, ceiling fixtures, and wall textures are identifiable, and the perspective remains stable. However, there are minor issues: occasional slight softness or compression artifacts, and the light flicker is not convincingly rendered—the light appears mostly steady with only rare brief changes rather than a pronounced intermittent flicker. Overall, the visual quality is solid but not exceptional, aligning with a moderate score.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt (static, low-angle view; long corridor; visible ceiling lights). However, key dynamic aspects are underrepresented: the light does not exhibit noticeable gentle oscillation or hypnotic arc movement, and the shadows do not display the described twisting, elongated, or violently shifting behavior. The atmosphere feels more mundane than psychologically tense. In sum, alignment is moderate: some prompt components are present, while others are missing or understated.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and lighting for a concrete corridor, with no obvious physical contradictions. The lack of the described dynamic light and shadow motion reduces the perceived realism and engagement, but there are no glaring inconsistencies in geometry or physics. Overall, physical/common-sense consistency is acceptable but not strong.\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": 3.171875,
+ "TA": 2.609375,
+ "MQ": 2.984375,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, low-angle, wide-angle shot of a long, narrow, decaying concrete corridor with a single fluorescent light suspended from the ceiling by frayed wires. The light is described as oscillating gently and unevenly in slow, hypnotic arcs, emitting a cold, sickly greenish-white light that flickers intermittently, casting a harsh, glaring glow with a low, constant electrical hum. Deep, inky shadows from exposed ceiling ducts and imperfections in the grimy, water-stained concrete walls are expected to move in twisted, elongated patterns before violently rebounding and contorting into grotesque, ever-shifting shapes. The overall atmosphere should be unsettling and tense, transforming the desolate corridor into a space of pure psychological terror.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with decent resolution and consistent lighting. The corridor geometry, ceiling fixtures, and wall textures are identifiable, and the perspective remains stable. However, there are minor issues: occasional slight softness or compression artifacts, and the light flicker is not convincingly rendered—the light appears mostly steady with only rare brief changes rather than a pronounced intermittent flicker. Overall, the visual quality is solid but not exceptional, aligning with a moderate score.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt (static, low-angle view; long corridor; visible ceiling lights). However, key dynamic aspects are underrepresented: the light does not exhibit noticeable gentle oscillation or hypnotic arc movement, and the shadows do not display the described twisting, elongated, or violently shifting behavior. The atmosphere feels more mundane than psychologically tense. In sum, alignment is moderate: some prompt components are present, while others are missing or understated.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and lighting for a concrete corridor, with no obvious physical contradictions. The lack of the described dynamic light and shadow motion reduces the perceived realism and engagement, but there are no glaring inconsistencies in geometry or physics. Overall, physical/common-sense consistency is acceptable but not strong.\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": 26804,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_1/index_3099_seed_26804_dp_3_rank_6_sample_2_slot_0.mp4",
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+ "group_idx": 1,
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+ "video_score2_vq": 2.875,
+ "video_score2_ta": 2.3125,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.25,
+ "avg": 8.265625,
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+ "token_credit_reward": 8.25,
+ "selected_reward": 8.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, low-angle, wide-angle shot surveying a long, narrow, decaying concrete corridor with a single fluorescent light fixture hanging from the ceiling by frayed wires. The fixture is described as oscillating gently and unevenly in slow, hypnotic arcs, emitting a cold, sickly greenish-white light that flickers intermittently, casting a harsh, glaring glow with a low, constant electrical hum. As the light flickers, deep, inky shadows from exposed ceiling ducts and imperfections in the grimy, water-stained concrete walls should move in twisted, elongated patterns before violently rebounding and contorting into grotesque, ever-shifting shapes. The rhythmic yet unpredictable dance of high-contrast light and dark within a stark, colorless environment is intended to create a deeply unsettling and tense atmosphere, transforming the desolate corridor into a space of pure psychological terror.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally coherent and legible, but not outstanding. The resolution is adequate and lighting remains consistent, with a moody greenish tint that supports the atmosphere. However, there are occasional minor artifacts and slight softness in some frames, which prevents a higher rating. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a long corridor, low-angle perspective, and visible decay — and conveys a tense mood through lighting and contrast. However, key dynamic aspects described in the prompt are not realized: the light fixture does not visibly oscillate, and the shadows do not exhibit the described twisting or dramatic morphing. The result is a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships, lighting behavior, and material textures, with no obvious physical contradictions. The static presentation does not introduce any implausible physics, so overall physical consistency remains at a moderate level (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.875,
+ "TA": 2.3125,
+ "MQ": 3.078125,
+ "Overall": 8.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, low-angle, wide-angle shot surveying a long, narrow, decaying concrete corridor with a single fluorescent light fixture hanging from the ceiling by frayed wires. The fixture is described as oscillating gently and unevenly in slow, hypnotic arcs, emitting a cold, sickly greenish-white light that flickers intermittently, casting a harsh, glaring glow with a low, constant electrical hum. As the light flickers, deep, inky shadows from exposed ceiling ducts and imperfections in the grimy, water-stained concrete walls should move in twisted, elongated patterns before violently rebounding and contorting into grotesque, ever-shifting shapes. The rhythmic yet unpredictable dance of high-contrast light and dark within a stark, colorless environment is intended to create a deeply unsettling and tense atmosphere, transforming the desolate corridor into a space of pure psychological terror.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally coherent and legible, but not outstanding. The resolution is adequate and lighting remains consistent, with a moody greenish tint that supports the atmosphere. However, there are occasional minor artifacts and slight softness in some frames, which prevents a higher rating. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt — a long corridor, low-angle perspective, and visible decay — and conveys a tense mood through lighting and contrast. However, key dynamic aspects described in the prompt are not realized: the light fixture does not visibly oscillate, and the shadows do not exhibit the described twisting or dramatic morphing. The result is a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships, lighting behavior, and material textures, with no obvious physical contradictions. The static presentation does not introduce any implausible physics, so overall physical consistency remains at a moderate level (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, low-angle, wide-angle shot surveys a long, narrow, decaying concrete corridor, its sole source of illumination being a bare fluorescent tube light suspended from the low ceiling by a pair of frayed wires. The fixture oscillates gently and unevenly in slow, hypnotic arcs, emitting a cold, sickly greenish-white light that flickers intermittently, casting a harsh, glaring glow accompanied by a low, constant electrical hum. As the light flickers, deep, inky shadows cast by exposed ceiling ducts and imperfections in the grimy, water-stained concrete walls waver and stretch precariously; they run along the length of the corridor in twisted, elongated patterns before violently rebounding and contorting into grotesque, ever-shifting shapes. The rhythmic yet unpredictable dance of high-contrast light and dark within the stark, colorless environment creates a deeply unsettling and tense atmosphere, transforming the desolate corridor into a space of pure psychological terror.",
+ "seed": 26805,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_1/index_3099_seed_26805_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": 3.0,
+ "video_score2_ta": 2.96875,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 8.875,
+ "avg": 8.859375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, low-angle, wide-angle shot surveys a long, narrow, decaying concrete corridor, its sole source of illumination being a bare fluorescent tube light suspended from the low ceiling by a pair of frayed wires. The fixture oscillates gently and unevenly in slow, hypnotic arcs, emitting a cold, sickly greenish-white light that flickers intermittently, casting a harsh, glaring glow accompanied by a low, constant electrical hum. As the light flickers, deep, inky shadows cast by exposed ceiling ducts and imperfections in the grimy, water-stained concrete walls waver and stretch precariously; they run along the length of the corridor in twisted, elongated patterns before violently rebounding and contorting into grotesque, ever-shifting shapes. The rhythmic yet unpredictable dance of high-contrast light and dark within the stark, colorless environment creates a deeply unsettling and tense atmosphere, transforming the desolate corridor into a space of pure psychological terror.",
+ "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 static, low-angle, wide-angle shot surveying a long, narrow, decaying concrete corridor with a single fluorescent light suspended from the ceiling by frayed wires. The fixture is described as oscillating gently and unevenly in slow, hypnotic arcs, emitting a cold, sickly greenish-white light that flickers intermittently, casting a harsh, glaring glow with a low, constant electrical hum. As the light flickers, deep, inky shadows from exposed ceiling ducts and imperfections in the grimy, water-stained concrete walls should move along the corridor in twisted, elongated patterns before violently rebounding and contorting into grotesque, ever-shifting shapes. The rhythmic yet unpredictable dance of high-contrast light and dark within a stark, colorless environment is intended to create a deeply unsettling and tense atmosphere, transforming the desolate corridor into a space of pure psychological terror.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable artifacts and some instability in the light source across frames. The corridor geometry remains recognizable, and the greenish lighting is present, though the flicker and dynamic shadow behavior are not consistently realized throughout the sequence. The rendering is acceptable but not highly polished, with occasional distortions that prevent a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the static low-angle wide shot, the long corridor, and the greenish lighting. However, the dynamic aspects described in the prompt—gentle to erratic light oscillation, intermittent flicker, and the evolution of shadows into grotesque shapes—are not fully realized. The overall mood and intensity are present but not fully achieved, resulting in a mid-range alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, but there are subtle inconsistencies in how light interacts with surfaces and how shadows evolve over time. No major physical violations are evident, yet the behavior does not fully align with real-world expectations, keeping it within a believable but imperfect range.\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": 3.0,
+ "TA": 2.96875,
+ "MQ": 2.890625,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, low-angle, wide-angle shot surveying a long, narrow, decaying concrete corridor with a single fluorescent light suspended from the ceiling by frayed wires. The fixture is described as oscillating gently and unevenly in slow, hypnotic arcs, emitting a cold, sickly greenish-white light that flickers intermittently, casting a harsh, glaring glow with a low, constant electrical hum. As the light flickers, deep, inky shadows from exposed ceiling ducts and imperfections in the grimy, water-stained concrete walls should move along the corridor in twisted, elongated patterns before violently rebounding and contorting into grotesque, ever-shifting shapes. The rhythmic yet unpredictable dance of high-contrast light and dark within a stark, colorless environment is intended to create a deeply unsettling and tense atmosphere, transforming the desolate corridor into a space of pure psychological terror.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable artifacts and some instability in the light source across frames. The corridor geometry remains recognizable, and the greenish lighting is present, though the flicker and dynamic shadow behavior are not consistently realized throughout the sequence. The rendering is acceptable but not highly polished, with occasional distortions that prevent a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as the static low-angle wide shot, the long corridor, and the greenish lighting. However, the dynamic aspects described in the prompt—gentle to erratic light oscillation, intermittent flicker, and the evolution of shadows into grotesque shapes—are not fully realized. The overall mood and intensity are present but not fully achieved, resulting in a mid-range alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting, but there are subtle inconsistencies in how light interacts with surfaces and how shadows evolve over time. No major physical violations are evident, yet the behavior does not fully align with real-world expectations, keeping it within a believable but imperfect range.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_10/index_tensor([4551, 4551])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_10/index_tensor([4551, 4551])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..510db574b44c0cdf10dece9bc36d13ea4eb0a39c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_10/index_tensor([4551, 4551])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "horizontal tracking shot, shot from a slightly upward angle, follows General Zhao Yun, clad in a full suit of intricately carved silver armor, as he charges forward unstoppably across the dusty battlefield. The armor gleams with a cold metallic sheen in the dim sunlight, the intricately carved dragons on his breastplate, pauldrons, and gauntlets clearly visible. The scratches and dents of battle bear witness to the brutality of fierce combat. His heroic face is matted with dust and sweat, his eyes sharp and resolute, his lips pursed with a resolute resolve. His long, bound black hair falls loose beneath his helmet as he violently moves. He holds a spear steady in one hand, the tip gleaming with a cold gleam, pointed forward. The red tassel on the spearhead, combined with the flowing white cape behind him, dances wildly in the wind, creating a dramatic arc. His powerful legs stamped against the churning scorched earth, each step stirring up vast clouds of yellow sand, leaving behind a blur of chaotic battlefield filled with the clash of weapons and shouts. The entire image is imbued with a strong sense of movement and epic heroism, with the color palette leaning towards a warm and gritty brown, highlighting the general's unwavering focus and bravery as he charges forward amidst the chaos.",
+ "seed": 2406,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_10/index_4551_seed_2406_dp_20_rank_40_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.421875,
+ "video_score2_ta": 2.703125,
+ "video_score2_mq": 1.625,
+ "video_score2_overall": 6.75,
+ "avg": 6.75,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "horizontal tracking shot, shot from a slightly upward angle, follows General Zhao Yun, clad in a full suit of intricately carved silver armor, as he charges forward unstoppably across the dusty battlefield. The armor gleams with a cold metallic sheen in the dim sunlight, the intricately carved dragons on his breastplate, pauldrons, and gauntlets clearly visible. The scratches and dents of battle bear witness to the brutality of fierce combat. His heroic face is matted with dust and sweat, his eyes sharp and resolute, his lips pursed with a resolute resolve. His long, bound black hair falls loose beneath his helmet as he violently moves. He holds a spear steady in one hand, the tip gleaming with a cold gleam, pointed forward. The red tassel on the spearhead, combined with the flowing white cape behind him, dances wildly in the wind, creating a dramatic arc. His powerful legs stamped against the churning scorched earth, each step stirring up vast clouds of yellow sand, leaving behind a blur of chaotic battlefield filled with the clash of weapons and shouts. The entire image is imbued with a strong sense of movement and epic heroism, with the color palette leaning towards a warm and gritty brown, highlighting the general's unwavering focus and bravery as he charges forward amidst the chaos.",
+ "token_credit_reward": 6.75,
+ "selected_reward": 6.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring a general in silver armor with intricate dragon carvings, moving through a dusty battlefield while wielding a spear. The description emphasizes dynamic motion, a warm color palette, and a heroic stance amid chaos.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show reasonable detail in armor and facial features, but there are occasional softness and minor artifacts that reduce sharpness. Lighting remains generally consistent, yet some frames exhibit slight exposure variation. Motion is suggested by framing, but the sequence does not consistently deliver high-fidelity visuals throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a general in ornate silver armor, a dusty battlefield setting, and a spear in hand. The armor details and the battlefield context align well with the description. Some nuanced aspects—such as the exact intensity of the charge or the precise visibility of fine carvings under lighting—are present but not perfectly emphasized in every frame. Nevertheless, the main narrative and visual cues closely reflect the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and armor fit appear plausible, and weapon handling is believable within the scene. However, there are occasional inconsistencies in motion dynamics and environmental interactions that prevent a higher level of realism; no major physics violations are evident, but some frames show subtle mismatches between movement and surrounding effects.\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": {
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+ "TA": 2.703125,
+ "MQ": 1.625,
+ "Overall": 6.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring a general in silver armor with intricate dragon carvings, moving through a dusty battlefield while wielding a spear. The description emphasizes dynamic motion, a warm color palette, and a heroic stance amid chaos.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show reasonable detail in armor and facial features, but there are occasional softness and minor artifacts that reduce sharpness. Lighting remains generally consistent, yet some frames exhibit slight exposure variation. Motion is suggested by framing, but the sequence does not consistently deliver high-fidelity visuals throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a general in ornate silver armor, a dusty battlefield setting, and a spear in hand. The armor details and the battlefield context align well with the description. Some nuanced aspects—such as the exact intensity of the charge or the precise visibility of fine carvings under lighting—are present but not perfectly emphasized in every frame. Nevertheless, the main narrative and visual cues closely reflect the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and armor fit appear plausible, and weapon handling is believable within the scene. However, there are occasional inconsistencies in motion dynamics and environmental interactions that prevent a higher level of realism; no major physics violations are evident, but some frames show subtle mismatches between movement and surrounding effects.\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 4\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3"
+ ]
+ },
+ {
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+ "seed": 2407,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_10/index_4551_seed_2407_dp_20_rank_40_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.25,
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+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 9.5625,
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+ "question": "horizontal tracking shot, shot from a slightly upward angle, follows General Zhao Yun, clad in a full suit of intricately carved silver armor, as he charges forward unstoppably across the dusty battlefield. The armor gleams with a cold metallic sheen in the dim sunlight, the intricately carved dragons on his breastplate, pauldrons, and gauntlets clearly visible. The scratches and dents of battle bear witness to the brutality of fierce combat. His heroic face is matted with dust and sweat, his eyes sharp and resolute, his lips pursed with a resolute resolve. His long, bound black hair falls loose beneath his helmet as he violently moves. He holds a spear steady in one hand, the tip gleaming with a cold gleam, pointed forward. The red tassel on the spearhead, combined with the flowing white cape behind him, dances wildly in the wind, creating a dramatic arc. His powerful legs stamped against the churning scorched earth, each step stirring up vast clouds of yellow sand, leaving behind a blur of chaotic battlefield filled with the clash of weapons and shouts. The entire image is imbued with a strong sense of movement and epic heroism, with the color palette leaning towards a warm and gritty brown, highlighting the general's unwavering focus and bravery as he charges forward amidst the chaos.",
+ "token_credit_reward": 9.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring a general in silver armor with intricate dragon carvings, moving through a dusty battlefield. The description emphasizes a dynamic charge with a visible spear, flowing white cape, and a warm, gritty color palette that conveys epic heroism.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in armor and facial features, but there are occasional soft areas and minor artifacts that prevent a high-fidelity look. Lighting remains generally consistent, yet some frames exhibit slight exposure variation. The sequence appears stable with no major distortions, though it does not reach the highest level of polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a general in ornate silver armor, a dusty battlefield setting, a forward-moving charge, and a visible spear with a flowing white cape. Some finer details—such as exact hair color under the helmet and the precise visibility of all armor carvings—are not perfectly matched, but the main narrative and visual cues align well with the prompt.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The character’s proportions and armor fit appear plausible, and the motion reads as a believable charge. However, there are minor inconsistencies in how the cape moves relative to the body dynamics and in subtle lighting reflections on the armor, which prevent a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.25,
+ "TA": 3.203125,
+ "MQ": 3.109375,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring a general in silver armor with intricate dragon carvings, moving through a dusty battlefield. The description emphasizes a dynamic charge with a visible spear, flowing white cape, and a warm, gritty color palette that conveys epic heroism.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in armor and facial features, but there are occasional soft areas and minor artifacts that prevent a high-fidelity look. Lighting remains generally consistent, yet some frames exhibit slight exposure variation. The sequence appears stable with no major distortions, though it does not reach the highest level of polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a general in ornate silver armor, a dusty battlefield setting, a forward-moving charge, and a visible spear with a flowing white cape. Some finer details—such as exact hair color under the helmet and the precise visibility of all armor carvings—are not perfectly matched, but the main narrative and visual cues align well with the prompt.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The character’s proportions and armor fit appear plausible, and the motion reads as a believable charge. However, there are minor inconsistencies in how the cape moves relative to the body dynamics and in subtle lighting reflections on the armor, which prevent a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "horizontal tracking shot, shot from a slightly upward angle, follows General Zhao Yun, clad in a full suit of intricately carved silver armor, as he charges forward unstoppably across the dusty battlefield. The armor gleams with a cold metallic sheen in the dim sunlight, the intricately carved dragons on his breastplate, pauldrons, and gauntlets clearly visible. The scratches and dents of battle bear witness to the brutality of fierce combat. His heroic face is matted with dust and sweat, his eyes sharp and resolute, his lips pursed with a resolute resolve. His long, bound black hair falls loose beneath his helmet as he violently moves. He holds a spear steady in one hand, the tip gleaming with a cold gleam, pointed forward. The red tassel on the spearhead, combined with the flowing white cape behind him, dances wildly in the wind, creating a dramatic arc. His powerful legs stamped against the churning scorched earth, each step stirring up vast clouds of yellow sand, leaving behind a blur of chaotic battlefield filled with the clash of weapons and shouts. The entire image is imbued with a strong sense of movement and epic heroism, with the color palette leaning towards a warm and gritty brown, highlighting the general's unwavering focus and bravery as he charges forward amidst the chaos.",
+ "seed": 2408,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_10/index_4551_seed_2408_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": 3.078125,
+ "video_score2_ta": 3.296875,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.5625,
+ "avg": 9.5625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "horizontal tracking shot, shot from a slightly upward angle, follows General Zhao Yun, clad in a full suit of intricately carved silver armor, as he charges forward unstoppably across the dusty battlefield. The armor gleams with a cold metallic sheen in the dim sunlight, the intricately carved dragons on his breastplate, pauldrons, and gauntlets clearly visible. The scratches and dents of battle bear witness to the brutality of fierce combat. His heroic face is matted with dust and sweat, his eyes sharp and resolute, his lips pursed with a resolute resolve. His long, bound black hair falls loose beneath his helmet as he violently moves. He holds a spear steady in one hand, the tip gleaming with a cold gleam, pointed forward. The red tassel on the spearhead, combined with the flowing white cape behind him, dances wildly in the wind, creating a dramatic arc. His powerful legs stamped against the churning scorched earth, each step stirring up vast clouds of yellow sand, leaving behind a blur of chaotic battlefield filled with the clash of weapons and shouts. The entire image is imbued with a strong sense of movement and epic heroism, with the color palette leaning towards a warm and gritty brown, highlighting the general's unwavering focus and bravery as he charges forward amidst the chaos.",
+ "token_credit_reward": 9.5625,
+ "selected_reward": 9.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring a general in intricately carved silver armor, moving across a dusty battlefield with a dramatic arc. Key elements include a horizontal tracking shot from a slightly upward angle, a heroic figure in detailed armor, a charge forward, visible battle damage, a dusty environment, a flowing white cape, a spear held steady, and a warm, gritty color palette. The overall intent is to convey epic heroism and dynamic action.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail in armor and facial features, but there are noticeable issues that temper the quality. Occasional motion blur during fast movement, minor compression artifacts, and some inconsistencies in lighting reduce sharpness. The sequence remains readable and coherent, yet it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a general in ornate silver armor, a dusty battlefield setting, a flowing white cape, and a spear in hand. The camera angle is close to the described upward tracking, though not perfectly horizontal. While most key aspects are present, a few nuanced details such as exact cape dynamics or subtle lighting nuances may be underrepresented, preventing a perfect match.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The character’s proportions and armor fit appear plausible, and the battlefield context feels authentic. However, some motion dynamics and environmental interactions show minor inconsistencies, and a few lighting cues do not fully align with the implied physics of a dusty, windy scene. Overall, the scene maintains believable coherence without major violations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.296875,
+ "MQ": 3.1875,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring a general in intricately carved silver armor, moving across a dusty battlefield with a dramatic arc. Key elements include a horizontal tracking shot from a slightly upward angle, a heroic figure in detailed armor, a charge forward, visible battle damage, a dusty environment, a flowing white cape, a spear held steady, and a warm, gritty color palette. The overall intent is to convey epic heroism and dynamic action.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail in armor and facial features, but there are noticeable issues that temper the quality. Occasional motion blur during fast movement, minor compression artifacts, and some inconsistencies in lighting reduce sharpness. The sequence remains readable and coherent, yet it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a general in ornate silver armor, a dusty battlefield setting, a flowing white cape, and a spear in hand. The camera angle is close to the described upward tracking, though not perfectly horizontal. While most key aspects are present, a few nuanced details such as exact cape dynamics or subtle lighting nuances may be underrepresented, preventing a perfect match.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The character’s proportions and armor fit appear plausible, and the battlefield context feels authentic. However, some motion dynamics and environmental interactions show minor inconsistencies, and a few lighting cues do not fully align with the implied physics of a dusty, windy scene. Overall, the scene maintains believable coherence without major violations.\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": 2409,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_10/index_4551_seed_2409_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.015625,
+ "video_score2_ta": 3.171875,
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+ "video_score2_overall": 9.3125,
+ "avg": 9.328125,
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+ "question": "horizontal tracking shot, shot from a slightly upward angle, follows General Zhao Yun, clad in a full suit of intricately carved silver armor, as he charges forward unstoppably across the dusty battlefield. The armor gleams with a cold metallic sheen in the dim sunlight, the intricately carved dragons on his breastplate, pauldrons, and gauntlets clearly visible. The scratches and dents of battle bear witness to the brutality of fierce combat. His heroic face is matted with dust and sweat, his eyes sharp and resolute, his lips pursed with a resolute resolve. His long, bound black hair falls loose beneath his helmet as he violently moves. He holds a spear steady in one hand, the tip gleaming with a cold gleam, pointed forward. The red tassel on the spearhead, combined with the flowing white cape behind him, dances wildly in the wind, creating a dramatic arc. His powerful legs stamped against the churning scorched earth, each step stirring up vast clouds of yellow sand, leaving behind a blur of chaotic battlefield filled with the clash of weapons and shouts. The entire image is imbued with a strong sense of movement and epic heroism, with the color palette leaning towards a warm and gritty brown, highlighting the general's unwavering focus and bravery as he charges forward amidst the chaos.",
+ "token_credit_reward": 9.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring a general in silver armor with intricate dragon carvings, moving through a dusty battlefield while wielding a spear. The description emphasizes dynamic motion, a warm color palette, and a heroic stance amid chaos.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail in armor and facial features, but there are occasional soft areas and minor compression artifacts that reduce sharpness. Lighting remains generally consistent, yet some frames exhibit slight exposure variation. Motion is present but not perfectly smooth; there are minor temporal inconsistencies that affect perceived fluidity. No major distortions or artifacts dominate the sequence, though 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 general in ornate silver armor, a dusty battlefield setting, and a spear in hand. The armor details and the battlefield atmosphere align well with the description. Some aspects—such as the exact camera angle, the precise depiction of the spear’s gleam, and the intensity of the implied charge—are present but not perfectly matched in every frame. Nevertheless, the main narrative cues and visual motifs are faithfully represented, yielding a high level of correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and equipment appear plausible within the fantasy context, and lighting/shadows support depth. However, there are occasional minor inconsistencies in motion dynamics and environmental interaction that prevent a higher score. Overall, the scene maintains believable physical behavior without obvious violations of common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.015625,
+ "TA": 3.171875,
+ "MQ": 3.140625,
+ "Overall": 9.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene featuring a general in silver armor with intricate dragon carvings, moving through a dusty battlefield while wielding a spear. The description emphasizes dynamic motion, a warm color palette, and a heroic stance amid chaos.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail in armor and facial features, but there are occasional soft areas and minor compression artifacts that reduce sharpness. Lighting remains generally consistent, yet some frames exhibit slight exposure variation. Motion is present but not perfectly smooth; there are minor temporal inconsistencies that affect perceived fluidity. No major distortions or artifacts dominate the sequence, though 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 general in ornate silver armor, a dusty battlefield setting, and a spear in hand. The armor details and the battlefield atmosphere align well with the description. Some aspects—such as the exact camera angle, the precise depiction of the spear’s gleam, and the intensity of the implied charge—are present but not perfectly matched in every frame. Nevertheless, the main narrative cues and visual motifs are faithfully represented, yielding a high level of correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The character’s proportions and equipment appear plausible within the fantasy context, and lighting/shadows support depth. However, there are occasional minor inconsistencies in motion dynamics and environmental interaction that prevent a higher score. Overall, the scene maintains believable physical behavior without obvious violations of common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_11/index_tensor([5799, 5799])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_11/index_tensor([5799, 5799])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..64c5bb94ab193bf8fcee9af5b2171eefdd2afbd5
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_11/index_tensor([5799, 5799])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "striking fisheye lens close-up, shot from a low, upward angle, the camera remains stationary, completely capturing the viewer's gaze. A bony, fair-skinned male hand, steady and powerful, grips a transparent, modern glass. The glass is filled with a distinctly layered liquid, gradating from a deep purple at the bottom to a neon pink in the middle, and finally to a bright cyan at the top. Tiny bubbles linger in the liquid, shimmering with a strange luster. The background blurs into a profound darkness, with only a few blurred, color-distorted streaks of light distorting at the edges. As the hand raises the glass to his lips, the figure's taut jawline and the prominent Adam's apple at the bottom of the frame come into sharp focus. As he tilts his head back to drink, the apple begins to roll violently and rapidly, each movement imbued with power. At the highest point of the Adam's apple rolling, the entire picture was suddenly torn apart by horizontal and vertical digital noise and pixel blocks, the colors shifted drastically, the bright liquid colors were intertwined with the dazzling white light and the misplaced RGB channels, forming a visual instant collapse and explosion, creating a tense, psychedelic and strong atmosphere full of the aesthetics of collapse in the digital age.",
+ "seed": 31075,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_11/index_5799_seed_31075_dp_22_rank_44_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 11,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.7265625,
+ "video_score2_ta": 3.03125,
+ "video_score2_mq": 2.8125,
+ "video_score2_overall": 7.5625,
+ "avg": 7.5703125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "striking fisheye lens close-up, shot from a low, upward angle, the camera remains stationary, completely capturing the viewer's gaze. A bony, fair-skinned male hand, steady and powerful, grips a transparent, modern glass. The glass is filled with a distinctly layered liquid, gradating from a deep purple at the bottom to a neon pink in the middle, and finally to a bright cyan at the top. Tiny bubbles linger in the liquid, shimmering with a strange luster. The background blurs into a profound darkness, with only a few blurred, color-distorted streaks of light distorting at the edges. As the hand raises the glass to his lips, the figure's taut jawline and the prominent Adam's apple at the bottom of the frame come into sharp focus. As he tilts his head back to drink, the apple begins to roll violently and rapidly, each movement imbued with power. At the highest point of the Adam's apple rolling, the entire picture was suddenly torn apart by horizontal and vertical digital noise and pixel blocks, the colors shifted drastically, the bright liquid colors were intertwined with the dazzling white light and the misplaced RGB channels, forming a visual instant collapse and explosion, creating a tense, psychedelic and strong atmosphere full of the aesthetics of collapse in the digital age.",
+ "token_credit_reward": 7.5625,
+ "selected_reward": 7.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a striking fisheye close-up with a low upward angle, a stationary camera, and a bony, fair-skinned hand gripping a transparent modern glass containing a distinctly layered liquid (deep purple at the bottom, neon pink in the middle, bright cyan at the top). The scene includes tiny bubbles, a dark blurred background with color-distorted streaks, and a sequence where the hand raises the glass to the lips, the Adam's apple rolls, and the image collapses into digital noise with a tense, psychedelic mood.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable artifacts and distortions that become more evident in later portions. The initial frames maintain reasonable clarity, yet the sequence exhibits color shifts, digital noise, and compression artifacts that reduce coherence. The final frames are dominated by noise and color distortion, contributing to a sense of instability without rendering the video entirely unusable.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video captures several core elements such as the close-up perspective, the glass with layered liquid, and the presence of digital noise in later frames. However, some aspects are underrepresented or inconsistently realized, including the precise hand pose, the timing and dynamics of the Adam's apple motion, and the overall intensity of the described collapse. The result reflects a moderate level of fidelity rather than a tight one-to-one match.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence maintains plausible anatomy and object interactions for most of the duration, but the later frames introduce distortions and artifacts that challenge realism. While the core actions remain recognizable, the combination of noise and color shifts reduces the perceived physical plausibility without rendering the scene entirely implausible.\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": 3.03125,
+ "MQ": 2.8125,
+ "Overall": 7.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a striking fisheye close-up with a low upward angle, a stationary camera, and a bony, fair-skinned hand gripping a transparent modern glass containing a distinctly layered liquid (deep purple at the bottom, neon pink in the middle, bright cyan at the top). The scene includes tiny bubbles, a dark blurred background with color-distorted streaks, and a sequence where the hand raises the glass to the lips, the Adam's apple rolls, and the image collapses into digital noise with a tense, psychedelic mood.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable artifacts and distortions that become more evident in later portions. The initial frames maintain reasonable clarity, yet the sequence exhibits color shifts, digital noise, and compression artifacts that reduce coherence. The final frames are dominated by noise and color distortion, contributing to a sense of instability without rendering the video entirely unusable.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video captures several core elements such as the close-up perspective, the glass with layered liquid, and the presence of digital noise in later frames. However, some aspects are underrepresented or inconsistently realized, including the precise hand pose, the timing and dynamics of the Adam's apple motion, and the overall intensity of the described collapse. The result reflects a moderate level of fidelity rather than a tight one-to-one match.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence maintains plausible anatomy and object interactions for most of the duration, but the later frames introduce distortions and artifacts that challenge realism. While the core actions remain recognizable, the combination of noise and color shifts reduces the perceived physical plausibility without rendering the scene entirely implausible.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "striking fisheye lens close-up, shot from a low, upward angle, the camera remains stationary, completely capturing the viewer's gaze. A bony, fair-skinned male hand, steady and powerful, grips a transparent, modern glass. The glass is filled with a distinctly layered liquid, gradating from a deep purple at the bottom to a neon pink in the middle, and finally to a bright cyan at the top. Tiny bubbles linger in the liquid, shimmering with a strange luster. The background blurs into a profound darkness, with only a few blurred, color-distorted streaks of light distorting at the edges. As the hand raises the glass to his lips, the figure's taut jawline and the prominent Adam's apple at the bottom of the frame come into sharp focus. As he tilts his head back to drink, the apple begins to roll violently and rapidly, each movement imbued with power. At the highest point of the Adam's apple rolling, the entire picture was suddenly torn apart by horizontal and vertical digital noise and pixel blocks, the colors shifted drastically, the bright liquid colors were intertwined with the dazzling white light and the misplaced RGB channels, forming a visual instant collapse and explosion, creating a tense, psychedelic and strong atmosphere full of the aesthetics of collapse in the digital age.",
+ "seed": 31076,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_11/index_5799_seed_31076_dp_22_rank_44_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 1.71875,
+ "video_score2_ta": 2.8125,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 7.375,
+ "avg": 7.375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "striking fisheye lens close-up, shot from a low, upward angle, the camera remains stationary, completely capturing the viewer's gaze. A bony, fair-skinned male hand, steady and powerful, grips a transparent, modern glass. The glass is filled with a distinctly layered liquid, gradating from a deep purple at the bottom to a neon pink in the middle, and finally to a bright cyan at the top. Tiny bubbles linger in the liquid, shimmering with a strange luster. The background blurs into a profound darkness, with only a few blurred, color-distorted streaks of light distorting at the edges. As the hand raises the glass to his lips, the figure's taut jawline and the prominent Adam's apple at the bottom of the frame come into sharp focus. As he tilts his head back to drink, the apple begins to roll violently and rapidly, each movement imbued with power. At the highest point of the Adam's apple rolling, the entire picture was suddenly torn apart by horizontal and vertical digital noise and pixel blocks, the colors shifted drastically, the bright liquid colors were intertwined with the dazzling white light and the misplaced RGB channels, forming a visual instant collapse and explosion, creating a tense, psychedelic and strong atmosphere full of the aesthetics of collapse in the digital age.",
+ "token_credit_reward": 7.375,
+ "selected_reward": 7.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a striking fisheye close-up with a low upward angle, a stationary camera, and a vividly colored layered liquid in a modern glass. The sequence includes a hand raising the glass to the lips, a visible Adam's apple, and a dramatic digital noise transition that disrupts the image. The intended aesthetic is tense, psychedelic, and strongly aligned with digital collapse visuals.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable artifacts and distortions, especially in the later portions where digital noise and color shifts become more pronounced. The glass and liquid remain identifiable, and lighting/color balance stays reasonably consistent across most frames, though some frames show mild blur or compression artifacts. The sequence does not reach high-end fidelity, but it remains coherent enough to convey the intended concept.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a close-up, a low upward angle, a stationary camera, and a glass with layered liquid. The hand position and the presence of the Adam's apple are evident, and the digital noise transition aligns with the described disruption. The color progression from purple to pink to cyan is present, though the exact depth of the bottom layer may vary slightly. The depiction conveys the intended mood and sequence well, with only minor deviations in fine-grained details.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the glass, liquid, and hand interact in believable ways, and the liquid dynamics appear reasonable. However, there are occasional inconsistencies in how the glass is gripped and how the liquid moves between frames, and the later digital distortions introduce perceptual incongruities that affect overall realism. These issues prevent a higher score, but do not render the scene entirely implausible.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.8125,
+ "MQ": 2.84375,
+ "Overall": 7.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a striking fisheye close-up with a low upward angle, a stationary camera, and a vividly colored layered liquid in a modern glass. The sequence includes a hand raising the glass to the lips, a visible Adam's apple, and a dramatic digital noise transition that disrupts the image. The intended aesthetic is tense, psychedelic, and strongly aligned with digital collapse visuals.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable artifacts and distortions, especially in the later portions where digital noise and color shifts become more pronounced. The glass and liquid remain identifiable, and lighting/color balance stays reasonably consistent across most frames, though some frames show mild blur or compression artifacts. The sequence does not reach high-end fidelity, but it remains coherent enough to convey the intended concept.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a close-up, a low upward angle, a stationary camera, and a glass with layered liquid. The hand position and the presence of the Adam's apple are evident, and the digital noise transition aligns with the described disruption. The color progression from purple to pink to cyan is present, though the exact depth of the bottom layer may vary slightly. The depiction conveys the intended mood and sequence well, with only minor deviations in fine-grained details.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics: the glass, liquid, and hand interact in believable ways, and the liquid dynamics appear reasonable. However, there are occasional inconsistencies in how the glass is gripped and how the liquid moves between frames, and the later digital distortions introduce perceptual incongruities that affect overall realism. These issues prevent a higher score, but do not render the scene entirely implausible.\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": 31077,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_11/index_5799_seed_31077_dp_23_rank_46_sample_2_slot_0.mp4",
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+ "video_score2_ta": 3.015625,
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+ "question": "striking fisheye lens close-up, shot from a low, upward angle, the camera remains stationary, completely capturing the viewer's gaze. A bony, fair-skinned male hand, steady and powerful, grips a transparent, modern glass. The glass is filled with a distinctly layered liquid, gradating from a deep purple at the bottom to a neon pink in the middle, and finally to a bright cyan at the top. Tiny bubbles linger in the liquid, shimmering with a strange luster. The background blurs into a profound darkness, with only a few blurred, color-distorted streaks of light distorting at the edges. As the hand raises the glass to his lips, the figure's taut jawline and the prominent Adam's apple at the bottom of the frame come into sharp focus. As he tilts his head back to drink, the apple begins to roll violently and rapidly, each movement imbued with power. At the highest point of the Adam's apple rolling, the entire picture was suddenly torn apart by horizontal and vertical digital noise and pixel blocks, the colors shifted drastically, the bright liquid colors were intertwined with the dazzling white light and the misplaced RGB channels, forming a visual instant collapse and explosion, creating a tense, psychedelic and strong atmosphere full of the aesthetics of collapse in the digital age.",
+ "token_credit_reward": 7.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a striking fisheye close-up with a low upward angle, a stationary camera, and a vividly colored layered liquid in a transparent modern glass. It envisions a sequence where a bony, fair-skinned hand grips the glass, the liquid shows a deep purple bottom transitioning to neon pink in the middle and bright cyan at the top, tiny bubbles shimmer, the background blurs into darkness with edge distortions, and the head tilts to drink as the Adam's apple rolls and the scene ends with a digital noise-induced collapse. The description is rich in detail but not all elements are realized in the video.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The video presents a recognizable close-up with decent resolution, but there are noticeable issues that prevent high fidelity. Color grading is inconsistent across frames, with some shots appearing oversaturated or washed out, and occasional compression artifacts and mild digital noise. The glass and hand remain identifiable, yet fine details are intermittently blurred, and the dramatic lighting described in the prompt is not consistently achieved. The sequence does not fully capture the intended dramatic visual transformation, though it remains coherent enough to convey the concept.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes several core elements such as a close-up, a glass with layered liquid, and a hand near the mouth, but key aspects are underrepresented. The distinctive fisheye distortion and the pronounced low-angle perspective are not convincingly realized, and the dramatic color shifts and digital noise are present but not uniformly applied. The overall narrative arc and the specific motion cues (e.g., the rolling Adam's apple and the moment of the glass breaking) are not consistently depicted, resulting in a moderate level of alignment rather than a faithful rendering.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally maintains plausible interactions between hand, glass, and liquid, with no obvious physics violations. However, some lighting transitions and the timing of the liquid dynamics feel slightly off, and the abrupt digital artifacts disrupt the sense of continuous realism. Overall, the video remains believable but not perfectly coherent in terms of physical behavior and common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.7734375,
+ "TA": 3.015625,
+ "MQ": 2.78125,
+ "Overall": 7.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a striking fisheye close-up with a low upward angle, a stationary camera, and a vividly colored layered liquid in a transparent modern glass. It envisions a sequence where a bony, fair-skinned hand grips the glass, the liquid shows a deep purple bottom transitioning to neon pink in the middle and bright cyan at the top, tiny bubbles shimmer, the background blurs into darkness with edge distortions, and the head tilts to drink as the Adam's apple rolls and the scene ends with a digital noise-induced collapse. The description is rich in detail but not all elements are realized in the video.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The video presents a recognizable close-up with decent resolution, but there are noticeable issues that prevent high fidelity. Color grading is inconsistent across frames, with some shots appearing oversaturated or washed out, and occasional compression artifacts and mild digital noise. The glass and hand remain identifiable, yet fine details are intermittently blurred, and the dramatic lighting described in the prompt is not consistently achieved. The sequence does not fully capture the intended dramatic visual transformation, though it remains coherent enough to convey the concept.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes several core elements such as a close-up, a glass with layered liquid, and a hand near the mouth, but key aspects are underrepresented. The distinctive fisheye distortion and the pronounced low-angle perspective are not convincingly realized, and the dramatic color shifts and digital noise are present but not uniformly applied. The overall narrative arc and the specific motion cues (e.g., the rolling Adam's apple and the moment of the glass breaking) are not consistently depicted, resulting in a moderate level of alignment rather than a faithful rendering.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally maintains plausible interactions between hand, glass, and liquid, with no obvious physics violations. However, some lighting transitions and the timing of the liquid dynamics feel slightly off, and the abrupt digital artifacts disrupt the sense of continuous realism. Overall, the video remains believable but not perfectly coherent in terms of physical behavior and common-sense expectations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "striking fisheye lens close-up, shot from a low, upward angle, the camera remains stationary, completely capturing the viewer's gaze. A bony, fair-skinned male hand, steady and powerful, grips a transparent, modern glass. The glass is filled with a distinctly layered liquid, gradating from a deep purple at the bottom to a neon pink in the middle, and finally to a bright cyan at the top. Tiny bubbles linger in the liquid, shimmering with a strange luster. The background blurs into a profound darkness, with only a few blurred, color-distorted streaks of light distorting at the edges. As the hand raises the glass to his lips, the figure's taut jawline and the prominent Adam's apple at the bottom of the frame come into sharp focus. As he tilts his head back to drink, the apple begins to roll violently and rapidly, each movement imbued with power. At the highest point of the Adam's apple rolling, the entire picture was suddenly torn apart by horizontal and vertical digital noise and pixel blocks, the colors shifted drastically, the bright liquid colors were intertwined with the dazzling white light and the misplaced RGB channels, forming a visual instant collapse and explosion, creating a tense, psychedelic and strong atmosphere full of the aesthetics of collapse in the digital age.",
+ "seed": 31078,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_11/index_5799_seed_31078_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": 1.671875,
+ "video_score2_ta": 3.15625,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 7.65625,
+ "avg": 7.671875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "striking fisheye lens close-up, shot from a low, upward angle, the camera remains stationary, completely capturing the viewer's gaze. A bony, fair-skinned male hand, steady and powerful, grips a transparent, modern glass. The glass is filled with a distinctly layered liquid, gradating from a deep purple at the bottom to a neon pink in the middle, and finally to a bright cyan at the top. Tiny bubbles linger in the liquid, shimmering with a strange luster. The background blurs into a profound darkness, with only a few blurred, color-distorted streaks of light distorting at the edges. As the hand raises the glass to his lips, the figure's taut jawline and the prominent Adam's apple at the bottom of the frame come into sharp focus. As he tilts his head back to drink, the apple begins to roll violently and rapidly, each movement imbued with power. At the highest point of the Adam's apple rolling, the entire picture was suddenly torn apart by horizontal and vertical digital noise and pixel blocks, the colors shifted drastically, the bright liquid colors were intertwined with the dazzling white light and the misplaced RGB channels, forming a visual instant collapse and explosion, creating a tense, psychedelic and strong atmosphere full of the aesthetics of collapse in the digital age.",
+ "token_credit_reward": 7.65625,
+ "selected_reward": 7.65625,
+ "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 carefully.\n\nText Prompt Analysis:\nThe prompt describes a striking fisheye close-up with a low upward angle, a stationary camera, and a vividly colored layered liquid in a modern glass. The sequence includes a hand raising the glass to the lips, a visible Adam's apple, and a dramatic digital noise transition that disrupts the image and intensifies the scene. The overall intent is to convey a tense, psychedelic mood through color shifts and noise.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The early frames show reasonable clarity and color fidelity, but the later portions exhibit noticeable artifacts and distortions that reduce sharpness. The digital noise and color shifts are present but do not completely obscure essential details; they contribute to the aesthetic without rendering the video unusable.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a close-up, low-angle view, a stationary camera, a glass with layered liquid, and the hand near the lips. The dramatic noise and color changes align with the intended collapse in the digital age aesthetic, though some finer details such as the precise motion of the Adam's apple and the exact timing of the noise are not perfectly synchronized throughout the sequence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The hand grip and glass interaction appear plausible, and the liquid behavior is generally believable. However, the more stylized elements—such as the exaggerated rolling of the Adam's apple and the extreme noise-driven distortions—introduce mild inconsistencies with real-world physics, which are acceptable within an artistic rendering.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.671875,
+ "TA": 3.15625,
+ "MQ": 2.84375,
+ "Overall": 7.65625
+ }
+ }
+ ],
+ "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 striking fisheye close-up with a low upward angle, a stationary camera, and a vividly colored layered liquid in a modern glass. The sequence includes a hand raising the glass to the lips, a visible Adam's apple, and a dramatic digital noise transition that disrupts the image and intensifies the scene. The overall intent is to convey a tense, psychedelic mood through color shifts and noise.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The early frames show reasonable clarity and color fidelity, but the later portions exhibit noticeable artifacts and distortions that reduce sharpness. The digital noise and color shifts are present but do not completely obscure essential details; they contribute to the aesthetic without rendering the video unusable.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a close-up, low-angle view, a stationary camera, a glass with layered liquid, and the hand near the lips. The dramatic noise and color changes align with the intended collapse in the digital age aesthetic, though some finer details such as the precise motion of the Adam's apple and the exact timing of the noise are not perfectly synchronized throughout the sequence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The hand grip and glass interaction appear plausible, and the liquid behavior is generally believable. However, the more stylized elements—such as the exaggerated rolling of the Adam's apple and the extreme noise-driven distortions—introduce mild inconsistencies with real-world physics, which are acceptable within an artistic rendering.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_12/index_tensor([5940, 5940])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_12/index_tensor([5940, 5940])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..dfd274964ad54d7efb6cfdbb8f7d12bf472ef11f
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_12/index_tensor([5940, 5940])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a vibrant, '90s Disney-style animation, a dynamic medium shot centers on a dramatic aerial standoff between two male blue Niltava birds, the camera panning smoothly to follow their frantic circular movements. Their feathers are a riot of bold, diaphanous colors: a brilliant, saturated cobalt blue covers their backs and wings, while their faces and throats are a deep, velvety black. Their large eyes narrow in pure aggression. They engage in a chaotic aerial fight, tumbling and spinning in a choreographed ballet of violence, viciously clawing at each other's breasts with sharp claws. As they struggle, individual blue and black feathers are shed and gracefully float downward in dreamy slow motion, catching the light. The entire conflict is set against a lush, hand-painted jungle backdrop, filled with oversized, stylized ferns and dreamy, softly glowing flowers, emitting an ethereal glow. Dramatic golden sunlight penetrates the dense foliage from above, illuminating the frantic movements and floating feathers, creating a tense, high-energy atmosphere. The birds' aggressive, shrill chirping seems to echo through the beautiful yet dangerous surroundings.",
+ "seed": 12275,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_12/index_5940_seed_12275_dp_24_rank_48_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
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+ "video_score2_vq": 2.65625,
+ "video_score2_ta": 2.375,
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+ "video_score2_overall": 7.875,
+ "avg": 7.890625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a vibrant, '90s Disney-style animation, a dynamic medium shot centers on a dramatic aerial standoff between two male blue Niltava birds, the camera panning smoothly to follow their frantic circular movements. Their feathers are a riot of bold, diaphanous colors: a brilliant, saturated cobalt blue covers their backs and wings, while their faces and throats are a deep, velvety black. Their large eyes narrow in pure aggression. They engage in a chaotic aerial fight, tumbling and spinning in a choreographed ballet of violence, viciously clawing at each other's breasts with sharp claws. As they struggle, individual blue and black feathers are shed and gracefully float downward in dreamy slow motion, catching the light. The entire conflict is set against a lush, hand-painted jungle backdrop, filled with oversized, stylized ferns and dreamy, softly glowing flowers, emitting an ethereal glow. Dramatic golden sunlight penetrates the dense foliage from above, illuminating the frantic movements and floating feathers, creating a tense, high-energy atmosphere. The birds' aggressive, shrill chirping seems to echo through the beautiful yet dangerous surroundings.",
+ "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 vibrant, 90s Disney-style animation featuring two blue Niltava birds in a dramatic aerial standoff. It envisions a smooth camera pan following their frantic circular movements, with bold, saturated cobalt blue feathers on the backs and wings, deep black faces and throats, narrowed eyes, and a chaotic aerial fight involving tumbling, spinning, and sharp claws. Individual feathers are depicted as floating downward in slow motion, set against a lush, hand-painted jungle backdrop with oversized ferns and dreamy, softly glowing flowers, dramatic golden sunlight, and a tense, high-energy atmosphere. The birds’ aggressive, shrill chirping is part of the scene’s mood.\n\nVisual Quality Analysis:\nOverall, the visuals are acceptable but not outstanding. The resolution is adequate and colors are reasonably saturated, with lighting that generally supports the scene. However, there are occasional minor artifacts and slight inconsistencies in feather detail and shading across frames, which prevent a higher-end impression. The animation style remains consistent with a stylized, Disney-like aesthetic, and the jungle background is competently rendered. In sum, Visual Quality aligns with a mid-range assessment rather than a top-tier one.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—two blue birds, a jungle setting, and a stylized animation vibe. However, key aspects of the described dynamic aerial confrontation are not fully realized. The sequence does not consistently convey sustained frantic circular movement or a clearly choreographed ballet of violence; the interaction tends toward close proximity without sustained aerial dynamics. Feather-shedding and the slow-motion presentation are present but not emphasized as strongly as in the prompt. Overall, alignment is moderate: some prompt components are satisfied, others are underrepresented.\n\nPhysical/Common-sense Consistency:\nAnatomy and environmental interactions appear plausible within the stylized framework. Bird proportions, wing positions, and the jungle backdrop behave coherently, and lighting/shadows support depth. There are no glaring physical contradictions, though the depiction of rapid, choreographed combat and exact feather dynamics is simplified. 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": 2.65625,
+ "TA": 2.375,
+ "MQ": 2.859375,
+ "Overall": 7.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a vibrant, 90s Disney-style animation featuring two blue Niltava birds in a dramatic aerial standoff. It envisions a smooth camera pan following their frantic circular movements, with bold, saturated cobalt blue feathers on the backs and wings, deep black faces and throats, narrowed eyes, and a chaotic aerial fight involving tumbling, spinning, and sharp claws. Individual feathers are depicted as floating downward in slow motion, set against a lush, hand-painted jungle backdrop with oversized ferns and dreamy, softly glowing flowers, dramatic golden sunlight, and a tense, high-energy atmosphere. The birds’ aggressive, shrill chirping is part of the scene’s mood.\n\nVisual Quality Analysis:\nOverall, the visuals are acceptable but not outstanding. The resolution is adequate and colors are reasonably saturated, with lighting that generally supports the scene. However, there are occasional minor artifacts and slight inconsistencies in feather detail and shading across frames, which prevent a higher-end impression. The animation style remains consistent with a stylized, Disney-like aesthetic, and the jungle background is competently rendered. In sum, Visual Quality aligns with a mid-range assessment rather than a top-tier one.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—two blue birds, a jungle setting, and a stylized animation vibe. However, key aspects of the described dynamic aerial confrontation are not fully realized. The sequence does not consistently convey sustained frantic circular movement or a clearly choreographed ballet of violence; the interaction tends toward close proximity without sustained aerial dynamics. Feather-shedding and the slow-motion presentation are present but not emphasized as strongly as in the prompt. Overall, alignment is moderate: some prompt components are satisfied, others are underrepresented.\n\nPhysical/Common-sense Consistency:\nAnatomy and environmental interactions appear plausible within the stylized framework. Bird proportions, wing positions, and the jungle backdrop behave coherently, and lighting/shadows support depth. There are no glaring physical contradictions, though the depiction of rapid, choreographed combat and exact feather dynamics is simplified. 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": "In a vibrant, '90s Disney-style animation, a dynamic medium shot centers on a dramatic aerial standoff between two male blue Niltava birds, the camera panning smoothly to follow their frantic circular movements. Their feathers are a riot of bold, diaphanous colors: a brilliant, saturated cobalt blue covers their backs and wings, while their faces and throats are a deep, velvety black. Their large eyes narrow in pure aggression. They engage in a chaotic aerial fight, tumbling and spinning in a choreographed ballet of violence, viciously clawing at each other's breasts with sharp claws. As they struggle, individual blue and black feathers are shed and gracefully float downward in dreamy slow motion, catching the light. The entire conflict is set against a lush, hand-painted jungle backdrop, filled with oversized, stylized ferns and dreamy, softly glowing flowers, emitting an ethereal glow. Dramatic golden sunlight penetrates the dense foliage from above, illuminating the frantic movements and floating feathers, creating a tense, high-energy atmosphere. The birds' aggressive, shrill chirping seems to echo through the beautiful yet dangerous surroundings.",
+ "seed": 12276,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_12/index_5940_seed_12276_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": 2.6875,
+ "video_score2_ta": 2.890625,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 8.375,
+ "avg": 8.421875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "In a vibrant, '90s Disney-style animation, a dynamic medium shot centers on a dramatic aerial standoff between two male blue Niltava birds, the camera panning smoothly to follow their frantic circular movements. Their feathers are a riot of bold, diaphanous colors: a brilliant, saturated cobalt blue covers their backs and wings, while their faces and throats are a deep, velvety black. Their large eyes narrow in pure aggression. They engage in a chaotic aerial fight, tumbling and spinning in a choreographed ballet of violence, viciously clawing at each other's breasts with sharp claws. As they struggle, individual blue and black feathers are shed and gracefully float downward in dreamy slow motion, catching the light. The entire conflict is set against a lush, hand-painted jungle backdrop, filled with oversized, stylized ferns and dreamy, softly glowing flowers, emitting an ethereal glow. Dramatic golden sunlight penetrates the dense foliage from above, illuminating the frantic movements and floating feathers, creating a tense, high-energy atmosphere. The birds' aggressive, shrill chirping seems to echo through the beautiful yet dangerous surroundings.",
+ "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 vibrant, 90s Disney-style animation featuring two blue Niltava birds in a dramatic aerial standoff. It envisions a smooth camera pan following their frantic circular movements, with bold, saturated cobalt blue feathers on backs and wings and deep black faces/throats. The scene should include large narrowed eyes, a chaotic aerial fight with tumbling and spinning, sharp claws, and individual feathers drifting downward in slow motion against a lush, hand-painted jungle backdrop with oversized ferns and dreamy, softly glowing flowers bathed in warm sunlight. The overall mood is tense and high-energy, with aggressive bird calls echoing through the scene.\n\nVisual Quality Analysis:\nThe visuals are clearly stylized animation with decent resolution and consistent lighting. Colors are vivid, especially the blues, and the background elements (fern fronds, flowers) are well-rendered with depth. However, there are noticeable issues that temper the overall quality: occasional anatomical distortions in the birds’ shapes, some frame-to-frame inconsistencies in proportions, and minor artifacts that affect perceived smoothness. Overall, the visual quality is moderate rather than pristine.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt — two blue birds, a jungle backdrop with oversized ferns and flowers, and a warm, ethereal lighting — and conveys a sense of motion. However, key elements are underrepresented or missing: the dramatic aerial standoff and the chaotic, high-intensity fight are not convincingly realized; the camera movement is not clearly demonstrated as a smooth pan; and the specific behaviors described (large narrowed eyes, frantic circular movements, and visible feather-shedding) are not consistently depicted. The alignment is therefore moderate, reflecting partial fulfillment of the prompt.\n\nPhysical Consistency / Common-sense:\nThere are notable inconsistencies in anatomy and motion that undermine realism. The birds’ shapes shift unnaturally across frames, wing positions and body proportions fluctuate, and the expected physics of flight and combat are not convincingly portrayed. These issues indicate limited common-sense consistency, resulting in a low score for this dimension.\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": 2.6875,
+ "TA": 2.890625,
+ "MQ": 2.84375,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a vibrant, 90s Disney-style animation featuring two blue Niltava birds in a dramatic aerial standoff. It envisions a smooth camera pan following their frantic circular movements, with bold, saturated cobalt blue feathers on backs and wings and deep black faces/throats. The scene should include large narrowed eyes, a chaotic aerial fight with tumbling and spinning, sharp claws, and individual feathers drifting downward in slow motion against a lush, hand-painted jungle backdrop with oversized ferns and dreamy, softly glowing flowers bathed in warm sunlight. The overall mood is tense and high-energy, with aggressive bird calls echoing through the scene.\n\nVisual Quality Analysis:\nThe visuals are clearly stylized animation with decent resolution and consistent lighting. Colors are vivid, especially the blues, and the background elements (fern fronds, flowers) are well-rendered with depth. However, there are noticeable issues that temper the overall quality: occasional anatomical distortions in the birds’ shapes, some frame-to-frame inconsistencies in proportions, and minor artifacts that affect perceived smoothness. Overall, the visual quality is moderate rather than pristine.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt — two blue birds, a jungle backdrop with oversized ferns and flowers, and a warm, ethereal lighting — and conveys a sense of motion. However, key elements are underrepresented or missing: the dramatic aerial standoff and the chaotic, high-intensity fight are not convincingly realized; the camera movement is not clearly demonstrated as a smooth pan; and the specific behaviors described (large narrowed eyes, frantic circular movements, and visible feather-shedding) are not consistently depicted. The alignment is therefore moderate, reflecting partial fulfillment of the prompt.\n\nPhysical Consistency / Common-sense:\nThere are notable inconsistencies in anatomy and motion that undermine realism. The birds’ shapes shift unnaturally across frames, wing positions and body proportions fluctuate, and the expected physics of flight and combat are not convincingly portrayed. These issues indicate limited common-sense consistency, resulting in a low score for this dimension.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "In a vibrant, '90s Disney-style animation, a dynamic medium shot centers on a dramatic aerial standoff between two male blue Niltava birds, the camera panning smoothly to follow their frantic circular movements. Their feathers are a riot of bold, diaphanous colors: a brilliant, saturated cobalt blue covers their backs and wings, while their faces and throats are a deep, velvety black. Their large eyes narrow in pure aggression. They engage in a chaotic aerial fight, tumbling and spinning in a choreographed ballet of violence, viciously clawing at each other's breasts with sharp claws. As they struggle, individual blue and black feathers are shed and gracefully float downward in dreamy slow motion, catching the light. The entire conflict is set against a lush, hand-painted jungle backdrop, filled with oversized, stylized ferns and dreamy, softly glowing flowers, emitting an ethereal glow. Dramatic golden sunlight penetrates the dense foliage from above, illuminating the frantic movements and floating feathers, creating a tense, high-energy atmosphere. The birds' aggressive, shrill chirping seems to echo through the beautiful yet dangerous surroundings.",
+ "seed": 12277,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_12/index_5940_seed_12277_dp_25_rank_50_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.140625,
+ "video_score2_ta": 3.5,
+ "video_score2_mq": 2.71875,
+ "video_score2_overall": 8.375,
+ "avg": 8.359375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "In a vibrant, '90s Disney-style animation, a dynamic medium shot centers on a dramatic aerial standoff between two male blue Niltava birds, the camera panning smoothly to follow their frantic circular movements. Their feathers are a riot of bold, diaphanous colors: a brilliant, saturated cobalt blue covers their backs and wings, while their faces and throats are a deep, velvety black. Their large eyes narrow in pure aggression. They engage in a chaotic aerial fight, tumbling and spinning in a choreographed ballet of violence, viciously clawing at each other's breasts with sharp claws. As they struggle, individual blue and black feathers are shed and gracefully float downward in dreamy slow motion, catching the light. The entire conflict is set against a lush, hand-painted jungle backdrop, filled with oversized, stylized ferns and dreamy, softly glowing flowers, emitting an ethereal glow. Dramatic golden sunlight penetrates the dense foliage from above, illuminating the frantic movements and floating feathers, creating a tense, high-energy atmosphere. The birds' aggressive, shrill chirping seems to echo through the beautiful yet dangerous surroundings.",
+ "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 vibrant, 1990s Disney-style animation featuring two blue Niltava birds in a dramatic aerial standoff within a lush jungle setting. The scene emphasizes dynamic movement, color contrast (cobalt blue backs/wings vs. black faces/throats), large narrowed eyes, chaotic aerial combat, and the gradual loss of feathers in slow motion, all set against a sun-dappled, ethereal backdrop. The overall intent is clear and visually evocative, but the execution does not fully realize these specifics in the final video.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The animation maintains a cohesive Disney-inspired aesthetic with bright colors and a consistent art direction. However, there are noticeable issues that temper the quality: occasional frame-to-frame inconsistencies in feather detail, some motion blur during rapid wing movements, and minor artifacts that interrupt smoothness. While lighting and color remain generally stable, these imperfections prevent a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements—two blue birds, a jungle backdrop, and a dynamic aerial confrontation with expressive eye cues and a sense of motion. Some nuanced details from the prompt (e.g., exact feather dynamics, precise timing of the chaotic sequence) are present but not perfectly realized, resulting in a solid but not flawless alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible avian anatomy and flight behavior within a stylized context, with coherent lighting and environmental interaction. Nevertheless, certain aspects—such as the choreography of rapid wing movements and the timing of feather loss—are simplified or exaggerated, reducing strict adherence to real-world physics while preserving overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.140625,
+ "TA": 3.5,
+ "MQ": 2.71875,
+ "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 vibrant, 1990s Disney-style animation featuring two blue Niltava birds in a dramatic aerial standoff within a lush jungle setting. The scene emphasizes dynamic movement, color contrast (cobalt blue backs/wings vs. black faces/throats), large narrowed eyes, chaotic aerial combat, and the gradual loss of feathers in slow motion, all set against a sun-dappled, ethereal backdrop. The overall intent is clear and visually evocative, but the execution does not fully realize these specifics in the final video.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The animation maintains a cohesive Disney-inspired aesthetic with bright colors and a consistent art direction. However, there are noticeable issues that temper the quality: occasional frame-to-frame inconsistencies in feather detail, some motion blur during rapid wing movements, and minor artifacts that interrupt smoothness. While lighting and color remain generally stable, these imperfections prevent a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements—two blue birds, a jungle backdrop, and a dynamic aerial confrontation with expressive eye cues and a sense of motion. Some nuanced details from the prompt (e.g., exact feather dynamics, precise timing of the chaotic sequence) are present but not perfectly realized, resulting in a solid but not flawless alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible avian anatomy and flight behavior within a stylized context, with coherent lighting and environmental interaction. Nevertheless, certain aspects—such as the choreography of rapid wing movements and the timing of feather loss—are simplified or exaggerated, reducing strict adherence to real-world physics while preserving overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In a vibrant, '90s Disney-style animation, a dynamic medium shot centers on a dramatic aerial standoff between two male blue Niltava birds, the camera panning smoothly to follow their frantic circular movements. Their feathers are a riot of bold, diaphanous colors: a brilliant, saturated cobalt blue covers their backs and wings, while their faces and throats are a deep, velvety black. Their large eyes narrow in pure aggression. They engage in a chaotic aerial fight, tumbling and spinning in a choreographed ballet of violence, viciously clawing at each other's breasts with sharp claws. As they struggle, individual blue and black feathers are shed and gracefully float downward in dreamy slow motion, catching the light. The entire conflict is set against a lush, hand-painted jungle backdrop, filled with oversized, stylized ferns and dreamy, softly glowing flowers, emitting an ethereal glow. Dramatic golden sunlight penetrates the dense foliage from above, illuminating the frantic movements and floating feathers, creating a tense, high-energy atmosphere. The birds' aggressive, shrill chirping seems to echo through the beautiful yet dangerous surroundings.",
+ "seed": 12278,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_12/index_5940_seed_12278_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.046875,
+ "video_score2_ta": 3.296875,
+ "video_score2_mq": 2.640625,
+ "video_score2_overall": 8.0,
+ "avg": 7.984375,
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+ "question": "In a vibrant, '90s Disney-style animation, a dynamic medium shot centers on a dramatic aerial standoff between two male blue Niltava birds, the camera panning smoothly to follow their frantic circular movements. Their feathers are a riot of bold, diaphanous colors: a brilliant, saturated cobalt blue covers their backs and wings, while their faces and throats are a deep, velvety black. Their large eyes narrow in pure aggression. They engage in a chaotic aerial fight, tumbling and spinning in a choreographed ballet of violence, viciously clawing at each other's breasts with sharp claws. As they struggle, individual blue and black feathers are shed and gracefully float downward in dreamy slow motion, catching the light. The entire conflict is set against a lush, hand-painted jungle backdrop, filled with oversized, stylized ferns and dreamy, softly glowing flowers, emitting an ethereal glow. Dramatic golden sunlight penetrates the dense foliage from above, illuminating the frantic movements and floating feathers, creating a tense, high-energy atmosphere. The birds' aggressive, shrill chirping seems to echo through the beautiful yet dangerous surroundings.",
+ "token_credit_reward": 8.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a vibrant 90s Disney style animation featuring two male blue Niltava birds in a dramatic aerial standoff. It specifies a dynamic medium shot with smooth camera panning, bold saturated cobalt blue feathers on backs and wings, deep black faces and throats, large narrowed eyes in aggression, chaotic aerial fight with tumbling and spinning, sharp claws, individual feathers being shed and floating in slow motion, and a lush hand painted jungle backdrop with oversized stylized ferns and dreamy soft glowing flowers. Dramatic golden sunlight is described as penetrating the foliage from above, illuminating the frantic movements and floating feathers to create a tense high energy atmosphere. The birds aggressive shrill chirping is mentioned as part of the scene.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The animation maintains a cohesive Disney inspired aesthetic with saturated colors and a lush jungle setting. However, there are noticeable issues that temper the quality: occasional motion blur during rapid bird movement, some frame-to-frame inconsistencies in feather detail, and minor artifacts that affect smoothness. The lighting and color palette remain vibrant, but the overall polish is not consistently high across all frames.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two blue birds in an aerial confrontation, a medium shot framing, smooth camera motion, and a lush jungle backdrop with oversized ferns and dreamy flowers. The scene conveys the intended mood and dynamics, including the sense of chaotic movement and dramatic lighting. A few nuanced details such as exact feather dynamics or subtle facial expressions may be less precise, but the main narrative and visual cues align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The birds anatomy and flight behavior are broadly plausible within the stylized animation context, and the environmental interactions feel coherent. Some minor inconsistencies appear in wing articulation timing and the physics of feather detachment, which slightly detract from strict common-sense realism but do not break the overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.046875,
+ "TA": 3.296875,
+ "MQ": 2.640625,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a vibrant 90s Disney style animation featuring two male blue Niltava birds in a dramatic aerial standoff. It specifies a dynamic medium shot with smooth camera panning, bold saturated cobalt blue feathers on backs and wings, deep black faces and throats, large narrowed eyes in aggression, chaotic aerial fight with tumbling and spinning, sharp claws, individual feathers being shed and floating in slow motion, and a lush hand painted jungle backdrop with oversized stylized ferns and dreamy soft glowing flowers. Dramatic golden sunlight is described as penetrating the foliage from above, illuminating the frantic movements and floating feathers to create a tense high energy atmosphere. The birds aggressive shrill chirping is mentioned as part of the scene.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The animation maintains a cohesive Disney inspired aesthetic with saturated colors and a lush jungle setting. However, there are noticeable issues that temper the quality: occasional motion blur during rapid bird movement, some frame-to-frame inconsistencies in feather detail, and minor artifacts that affect smoothness. The lighting and color palette remain vibrant, but the overall polish is not consistently high across all frames.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two blue birds in an aerial confrontation, a medium shot framing, smooth camera motion, and a lush jungle backdrop with oversized ferns and dreamy flowers. The scene conveys the intended mood and dynamics, including the sense of chaotic movement and dramatic lighting. A few nuanced details such as exact feather dynamics or subtle facial expressions may be less precise, but the main narrative and visual cues align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The birds anatomy and flight behavior are broadly plausible within the stylized animation context, and the environmental interactions feel coherent. Some minor inconsistencies appear in wing articulation timing and the physics of feather detachment, which slightly detract from strict common-sense realism but do not break the overall believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_13/index_tensor([2676, 2676])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_13/index_tensor([2676, 2676])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..93b83952fc28bb2547a567e26c470c6f3c75c434
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_13/index_tensor([2676, 2676])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 21919,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_13/index_2676_seed_21919_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": 3.46875,
+ "video_score2_ta": 1.8984375,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 8.5,
+ "avg": 8.4765625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "cinematic, low-angle, extreme close-up tracking shot synchronizes with the knobby tire of a mountain bike as it spins at breakneck speed, dominating the frame. The deep, aggressive tread of the black rubber is caked with a thick, dark brown slurry, which violently sprays a chaotic stream of mud and dirt toward the camera as the wheel spins at a dizzying pace. Individual droplets escape the tire, catching the cool, diffuse light filtering through the dense forest canopy. Some appear as sharp, gleaming projectiles, while others form a fine, mist-like spray. A soft, artistic blur of damp soil, decaying ochre leaves, and dark tree trunks in the background creates an extremely shallow depth of field, isolating the raw action. The entire scene is rendered with a subtle film grain, enhancing the gritty textures and conveying a powerful, vibrant off-road atmosphere.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, low-angle, extreme close-up tracking shot of a mountain bike's knobby tire spinning at breakneck speed, with thick dark brown slurry spraying toward the camera, individual droplets catching cool diffuse light filtering through a dense forest canopy, some appearing as sharp projectiles while others form a fine mist-like spray, and a soft artistic blur of damp soil, decaying leaves, and dark tree trunks in the background creating shallow depth of field, all rendered with subtle film grain to convey a powerful off-road atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the tire details are clear, with consistent lighting and a believable depth-of-field feel. There is no obvious motion blur or distortion, and the overall image quality reads as competent rather than outstanding. Overall Visual Quality aligns with a mid-range score (3).\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The video presents a low-angle, close-up view of a bicycle tire and shows motion, but several key elements are missing or underrepresented: there is no visible thick slurry or mud spray, no individual droplets, and no explicit depiction of damp soil, decaying leaves, or tree trunks in the background. The scene lacks the dramatic spray dynamics described, resulting in a moderate alignment level (3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical behavior: the tire rotation appears natural, lighting remains coherent, and the interaction between tire and ground looks believable. No obvious physical inconsistencies are present, supporting a mid-level assessment (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": 3.46875,
+ "TA": 1.8984375,
+ "MQ": 3.109375,
+ "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 cinematic, low-angle, extreme close-up tracking shot of a mountain bike's knobby tire spinning at breakneck speed, with thick dark brown slurry spraying toward the camera, individual droplets catching cool diffuse light filtering through a dense forest canopy, some appearing as sharp projectiles while others form a fine mist-like spray, and a soft artistic blur of damp soil, decaying leaves, and dark tree trunks in the background creating shallow depth of field, all rendered with subtle film grain to convey a powerful off-road atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the tire details are clear, with consistent lighting and a believable depth-of-field feel. There is no obvious motion blur or distortion, and the overall image quality reads as competent rather than outstanding. Overall Visual Quality aligns with a mid-range score (3).\n\nText-to-Video Alignment Assessment:\nThere is partial alignment with the prompt. The video presents a low-angle, close-up view of a bicycle tire and shows motion, but several key elements are missing or underrepresented: there is no visible thick slurry or mud spray, no individual droplets, and no explicit depiction of damp soil, decaying leaves, or tree trunks in the background. The scene lacks the dramatic spray dynamics described, resulting in a moderate alignment level (3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical behavior: the tire rotation appears natural, lighting remains coherent, and the interaction between tire and ground looks believable. No obvious physical inconsistencies are present, supporting a mid-level assessment (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": "cinematic, low-angle, extreme close-up tracking shot synchronizes with the knobby tire of a mountain bike as it spins at breakneck speed, dominating the frame. The deep, aggressive tread of the black rubber is caked with a thick, dark brown slurry, which violently sprays a chaotic stream of mud and dirt toward the camera as the wheel spins at a dizzying pace. Individual droplets escape the tire, catching the cool, diffuse light filtering through the dense forest canopy. Some appear as sharp, gleaming projectiles, while others form a fine, mist-like spray. A soft, artistic blur of damp soil, decaying ochre leaves, and dark tree trunks in the background creates an extremely shallow depth of field, isolating the raw action. The entire scene is rendered with a subtle film grain, enhancing the gritty textures and conveying a powerful, vibrant off-road atmosphere.",
+ "seed": 21920,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_13/index_2676_seed_21920_dp_26_rank_52_sample_1_slot_1.mp4",
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+ "video_score2_vq": 3.328125,
+ "video_score2_ta": 2.4375,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.8125,
+ "avg": 8.84375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "cinematic, low-angle, extreme close-up tracking shot synchronizes with the knobby tire of a mountain bike as it spins at breakneck speed, dominating the frame. The deep, aggressive tread of the black rubber is caked with a thick, dark brown slurry, which violently sprays a chaotic stream of mud and dirt toward the camera as the wheel spins at a dizzying pace. Individual droplets escape the tire, catching the cool, diffuse light filtering through the dense forest canopy. Some appear as sharp, gleaming projectiles, while others form a fine, mist-like spray. A soft, artistic blur of damp soil, decaying ochre leaves, and dark tree trunks in the background creates an extremely shallow depth of field, isolating the raw action. The entire scene is rendered with a subtle film grain, enhancing the gritty textures and conveying a powerful, vibrant off-road atmosphere.",
+ "token_credit_reward": 8.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, low-angle, extreme close-up tracking shot of a mountain bike's knobby tire spinning rapidly, with thick dark brown slurry spraying toward the camera, individual droplets catching cool diffuse light filtering through a dense forest canopy, some droplets appearing as sharp projectiles while others form a fine mist-like spray, and a soft artistic blur of damp soil, decaying leaves, and dark tree trunks in the background creating shallow depth of field, all rendered with subtle film grain to convey a powerful off-road atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable limitations: motion blur is present but not excessive, and some areas lack crisp detail. The shallow depth of field and film-grain texture align with the intended aesthetic, yet overall sharpness and polish do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a low-angle perspective, close-up focus on the tire, visible rotation, and a background suggesting a forest setting with damp soil. However, crucial aspects of the prompt—specifically the extreme speed, the dramatic spray of mud/dirt, and the pronounced depth-of-field blur—are not fully realized, resulting in only partial fidelity to the described scenario.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible physics: the wheel rotates with believable motion, and environmental cues like damp soil and forest debris support the off-road context. No major physical contradictions are evident, though the intensity of the spray and the precise interaction between tire and terrain are not fully demonstrated.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.328125,
+ "TA": 2.4375,
+ "MQ": 3.078125,
+ "Overall": 8.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, low-angle, extreme close-up tracking shot of a mountain bike's knobby tire spinning rapidly, with thick dark brown slurry spraying toward the camera, individual droplets catching cool diffuse light filtering through a dense forest canopy, some droplets appearing as sharp projectiles while others form a fine mist-like spray, and a soft artistic blur of damp soil, decaying leaves, and dark tree trunks in the background creating shallow depth of field, all rendered with subtle film grain to convey a powerful off-road atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable limitations: motion blur is present but not excessive, and some areas lack crisp detail. The shallow depth of field and film-grain texture align with the intended aesthetic, yet overall sharpness and polish do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a low-angle perspective, close-up focus on the tire, visible rotation, and a background suggesting a forest setting with damp soil. However, crucial aspects of the prompt—specifically the extreme speed, the dramatic spray of mud/dirt, and the pronounced depth-of-field blur—are not fully realized, resulting in only partial fidelity to the described scenario.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible physics: the wheel rotates with believable motion, and environmental cues like damp soil and forest debris support the off-road context. No major physical contradictions are evident, though the intensity of the spray and the precise interaction between tire and terrain are not fully demonstrated.\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": "cinematic, low-angle, extreme close-up tracking shot synchronizes with the knobby tire of a mountain bike as it spins at breakneck speed, dominating the frame. The deep, aggressive tread of the black rubber is caked with a thick, dark brown slurry, which violently sprays a chaotic stream of mud and dirt toward the camera as the wheel spins at a dizzying pace. Individual droplets escape the tire, catching the cool, diffuse light filtering through the dense forest canopy. Some appear as sharp, gleaming projectiles, while others form a fine, mist-like spray. A soft, artistic blur of damp soil, decaying ochre leaves, and dark tree trunks in the background creates an extremely shallow depth of field, isolating the raw action. The entire scene is rendered with a subtle film grain, enhancing the gritty textures and conveying a powerful, vibrant off-road atmosphere.",
+ "seed": 21921,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_13/index_2676_seed_21921_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": 2.78125,
+ "video_score2_ta": 2.203125,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 8.0625,
+ "avg": 8.046875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "cinematic, low-angle, extreme close-up tracking shot synchronizes with the knobby tire of a mountain bike as it spins at breakneck speed, dominating the frame. The deep, aggressive tread of the black rubber is caked with a thick, dark brown slurry, which violently sprays a chaotic stream of mud and dirt toward the camera as the wheel spins at a dizzying pace. Individual droplets escape the tire, catching the cool, diffuse light filtering through the dense forest canopy. Some appear as sharp, gleaming projectiles, while others form a fine, mist-like spray. A soft, artistic blur of damp soil, decaying ochre leaves, and dark tree trunks in the background creates an extremely shallow depth of field, isolating the raw action. The entire scene is rendered with a subtle film grain, enhancing the gritty textures and conveying a powerful, vibrant off-road atmosphere.",
+ "token_credit_reward": 8.0625,
+ "selected_reward": 8.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic, low-angle, extreme close-up tracking shot of a mountain bike's knobby tire spinning at breakneck speed, with thick dark brown slurry spraying toward the camera, individual droplets catching cool diffuse light filtering through a dense forest canopy, some appearing as sharp projectiles while others form a fine mist-like spray, and a soft artistic blur of damp soil, decaying leaves, and dark tree trunks in the background creating shallow depth of field, all rendered with subtle film grain to convey a powerful off-road atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show motion blur consistent with a spinning tire and a shallow depth of field that isolates the tire, but there are noticeable artifacts and some inconsistencies in rendering. The tire geometry appears slightly warped in places, and the motion blur can obscure fine details. The background elements are present but not always crisply resolved, contributing to a sense of uneven image quality across the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures several key aspects such as a low-angle perspective, an extreme close-up of the tire, and visible motion blur that suggests high speed. However, crucial elements described in the prompt—thick dark brown slurry spraying toward the camera, individual droplets catching light, and a pronounced mist-like spray—are not convincingly depicted. The background remains blurred and lacks the detailed forest texture, and the overall film-grain aesthetic is only partially realized. In sum, the video aligns with the general concept but misses important specifics.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The tire rotation and motion blur are plausible, and the shallow depth of field is believable. Yet there are subtle geometric distortions and minor inconsistencies in how the spray and droplets interact with lighting and the environment, which prevent a higher level of realism. Overall, the scene maintains basic physical plausibility without fully realizing the dynamic spray and environmental interaction described in the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.203125,
+ "MQ": 3.0625,
+ "Overall": 8.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic, low-angle, extreme close-up tracking shot of a mountain bike's knobby tire spinning at breakneck speed, with thick dark brown slurry spraying toward the camera, individual droplets catching cool diffuse light filtering through a dense forest canopy, some appearing as sharp projectiles while others form a fine mist-like spray, and a soft artistic blur of damp soil, decaying leaves, and dark tree trunks in the background creating shallow depth of field, all rendered with subtle film grain to convey a powerful off-road atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show motion blur consistent with a spinning tire and a shallow depth of field that isolates the tire, but there are noticeable artifacts and some inconsistencies in rendering. The tire geometry appears slightly warped in places, and the motion blur can obscure fine details. The background elements are present but not always crisply resolved, contributing to a sense of uneven image quality across the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures several key aspects such as a low-angle perspective, an extreme close-up of the tire, and visible motion blur that suggests high speed. However, crucial elements described in the prompt—thick dark brown slurry spraying toward the camera, individual droplets catching light, and a pronounced mist-like spray—are not convincingly depicted. The background remains blurred and lacks the detailed forest texture, and the overall film-grain aesthetic is only partially realized. In sum, the video aligns with the general concept but misses important specifics.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The tire rotation and motion blur are plausible, and the shallow depth of field is believable. Yet there are subtle geometric distortions and minor inconsistencies in how the spray and droplets interact with lighting and the environment, which prevent a higher level of realism. Overall, the scene maintains basic physical plausibility without fully realizing the dynamic spray and environmental interaction described in the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic, low-angle, extreme close-up tracking shot synchronizes with the knobby tire of a mountain bike as it spins at breakneck speed, dominating the frame. The deep, aggressive tread of the black rubber is caked with a thick, dark brown slurry, which violently sprays a chaotic stream of mud and dirt toward the camera as the wheel spins at a dizzying pace. Individual droplets escape the tire, catching the cool, diffuse light filtering through the dense forest canopy. Some appear as sharp, gleaming projectiles, while others form a fine, mist-like spray. A soft, artistic blur of damp soil, decaying ochre leaves, and dark tree trunks in the background creates an extremely shallow depth of field, isolating the raw action. The entire scene is rendered with a subtle film grain, enhancing the gritty textures and conveying a powerful, vibrant off-road atmosphere.",
+ "seed": 21922,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_13/index_2676_seed_21922_dp_27_rank_54_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.71875,
+ "video_score2_ta": 1.921875,
+ "video_score2_mq": 3.875,
+ "video_score2_overall": 9.5,
+ "avg": 9.515625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "cinematic, low-angle, extreme close-up tracking shot synchronizes with the knobby tire of a mountain bike as it spins at breakneck speed, dominating the frame. The deep, aggressive tread of the black rubber is caked with a thick, dark brown slurry, which violently sprays a chaotic stream of mud and dirt toward the camera as the wheel spins at a dizzying pace. Individual droplets escape the tire, catching the cool, diffuse light filtering through the dense forest canopy. Some appear as sharp, gleaming projectiles, while others form a fine, mist-like spray. A soft, artistic blur of damp soil, decaying ochre leaves, and dark tree trunks in the background creates an extremely shallow depth of field, isolating the raw action. The entire scene is rendered with a subtle film grain, enhancing the gritty textures and conveying a powerful, vibrant off-road atmosphere.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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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 cinematic, low-angle, extreme close-up tracking shot focusing on a mountain bike's knobby tire spinning rapidly, with thick dark brown slurry spraying toward the camera, individual droplets catching cool diffuse light filtering through a dense forest canopy, some droplets appearing as sharp projectiles while others form a fine mist-like spray, and a soft artistic blur of damp soil, decaying leaves, and dark tree trunks in the background creating shallow depth of field, all rendered with subtle film grain to convey a powerful off-road atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The resolution is adequate, and the low-angle perspective is consistently maintained. The shallow depth of field isolates the tire, and lighting remains natural with believable highlights and shadows. There are no obvious distortions or artifacts, and transitions between frames feel smooth. While the imagery is coherent and well-lit, it does not reach the highest-end cinematic polish; there may be minor texture or motion nuances that prevent a perfect 5, but the overall quality is strong and consistent with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key prompt elements—low-angle framing, close-up focus on the tire, and a sense of rapid motion. However, crucial aspects of the prompt are not realized: there is no visible thick dark brown slurry spraying toward the camera, nor any clearly identifiable individual droplets or a mist-like spray. The scene lacks the dramatic off-road atmosphere and the specific dynamic interactions described. Overall alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical behavior: the tire rotation appears natural, lighting and shadows are coherent, and the shallow depth of field behaves as expected. The absence of the described dynamic spray and droplet effects reduces the perceived realism of the intended action, resulting in a moderate level of physical consistency (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.71875,
+ "TA": 1.921875,
+ "MQ": 3.875,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cinematic, low-angle, extreme close-up tracking shot focusing on a mountain bike's knobby tire spinning rapidly, with thick dark brown slurry spraying toward the camera, individual droplets catching cool diffuse light filtering through a dense forest canopy, some droplets appearing as sharp projectiles while others form a fine mist-like spray, and a soft artistic blur of damp soil, decaying leaves, and dark tree trunks in the background creating shallow depth of field, all rendered with subtle film grain to convey a powerful off-road atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The resolution is adequate, and the low-angle perspective is consistently maintained. The shallow depth of field isolates the tire, and lighting remains natural with believable highlights and shadows. There are no obvious distortions or artifacts, and transitions between frames feel smooth. While the imagery is coherent and well-lit, it does not reach the highest-end cinematic polish; there may be minor texture or motion nuances that prevent a perfect 5, but the overall quality is strong and consistent with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key prompt elements—low-angle framing, close-up focus on the tire, and a sense of rapid motion. However, crucial aspects of the prompt are not realized: there is no visible thick dark brown slurry spraying toward the camera, nor any clearly identifiable individual droplets or a mist-like spray. The scene lacks the dramatic off-road atmosphere and the specific dynamic interactions described. Overall alignment is moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical behavior: the tire rotation appears natural, lighting and shadows are coherent, and the shallow depth of field behaves as expected. The absence of the described dynamic spray and droplet effects reduces the perceived realism of the intended action, resulting in a moderate level of physical consistency (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_14/index_tensor([3652, 3652])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_14/index_tensor([3652, 3652])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..02125d0b71d44e83e008b70b30856105061c0719
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_14/index_tensor([3652, 3652])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 16929,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_14/index_3652_seed_16929_dp_28_rank_56_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.359375,
+ "video_score2_ta": 3.125,
+ "video_score2_mq": 3.375,
+ "video_score2_overall": 9.875,
+ "avg": 9.859375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle shot, the camera slowly and steadily pans forward, focusing on the summit of a beacon tower on the ancient Great Wall. A massive crimson battle flag flutters wildly in the wind. Crafted from heavy linen, its edges frayed by age, the flag is embroidered with a vivid dragon totem in golden thread, its scales shimmering in the light. The relentless wind tears at the flag, sometimes unfurling with a snapping sound, fully revealing the unyielding dragon, and sometimes curling tightly around the weathered, dark-wood pole. The composition of light and shadow possesses Annie Leibovitz's signature quality: the evening sun hangs low in the sky, its golden rays penetrating thick, swirling clouds at a sharp angle, precisely illuminating the windward side of the flag, making its deep red appear exceptionally saturated and the gold embroidery gleam with a metallic sheen. Meanwhile, the other side of the flag and the massive stone brick walls of the beacon tower are shrouded in deep, cold shadows, creating a strong contrast between light and dark, highlighting the rough texture of the stone and the vicissitudes of history. The backdrop is a rolling, rugged mountain range, gradually merging into the gray-blue twilight in the distance. The entire scene, in this extreme contrast of movement and stillness, is permeated with an epic atmosphere of solemnity, loneliness, and historical power.",
+ "token_credit_reward": 9.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle shot with a steady forward pan toward the summit of a beacon tower on the ancient Great Wall. A massive crimson battle flag flutters wildly in the wind, crafted from heavy linen with edges frayed by age. The flag features a vivid dragon totem in golden thread, with scales shimmering in the light. The wind should be depicted as relentless, tearing at the flag and sometimes curling around a weathered, dark-wood pole. The composition should emphasize light and shadow, with the evening sun hanging low in the sky and golden rays penetrating thick, swirling clouds at a sharp angle, illuminating the windward side of the flag while the opposite side remains in deep, cold shadows. The backdrop should include a rolling, rugged mountain range merging into gray-blue twilight, conveying an epic atmosphere of solemnity, loneliness, and historical power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable lighting, but there are occasional softness and minor artifacts that prevent a higher rating. The flag’s motion is present and readable, though not exceptionally dynamic, and the textures of the stone walls are visible without being highly detailed. The sequence remains coherent across frames, with no major distortions or abrupt changes.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a low-angle perspective, a forward camera motion, and a prominent crimson flag with a dragon motif. The lighting conveys sunset/golden-hour tones and the flag’s wind-driven movement is evident. Some aspects—such as the exact degree of wind intensity and the precise dynamics of the flag’s interaction with the pole—are not perfectly realized, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics: the flag responds to wind, the pole remains upright, and the wall structure appears plausible. However, there are minor inconsistencies in how the flag interacts with the pole and in subtle wind cues, which prevent a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.359375,
+ "TA": 3.125,
+ "MQ": 3.375,
+ "Overall": 9.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle shot with a steady forward pan toward the summit of a beacon tower on the ancient Great Wall. A massive crimson battle flag flutters wildly in the wind, crafted from heavy linen with edges frayed by age. The flag features a vivid dragon totem in golden thread, with scales shimmering in the light. The wind should be depicted as relentless, tearing at the flag and sometimes curling around a weathered, dark-wood pole. The composition should emphasize light and shadow, with the evening sun hanging low in the sky and golden rays penetrating thick, swirling clouds at a sharp angle, illuminating the windward side of the flag while the opposite side remains in deep, cold shadows. The backdrop should include a rolling, rugged mountain range merging into gray-blue twilight, conveying an epic atmosphere of solemnity, loneliness, and historical power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and stable lighting, but there are occasional softness and minor artifacts that prevent a higher rating. The flag’s motion is present and readable, though not exceptionally dynamic, and the textures of the stone walls are visible without being highly detailed. The sequence remains coherent across frames, with no major distortions or abrupt changes.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a low-angle perspective, a forward camera motion, and a prominent crimson flag with a dragon motif. The lighting conveys sunset/golden-hour tones and the flag’s wind-driven movement is evident. Some aspects—such as the exact degree of wind intensity and the precise dynamics of the flag’s interaction with the pole—are not perfectly realized, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics: the flag responds to wind, the pole remains upright, and the wall structure appears plausible. However, there are minor inconsistencies in how the flag interacts with the pole and in subtle wind cues, which prevent a higher score.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle shot, the camera slowly and steadily pans forward, focusing on the summit of a beacon tower on the ancient Great Wall. A massive crimson battle flag flutters wildly in the wind. Crafted from heavy linen, its edges frayed by age, the flag is embroidered with a vivid dragon totem in golden thread, its scales shimmering in the light. The relentless wind tears at the flag, sometimes unfurling with a snapping sound, fully revealing the unyielding dragon, and sometimes curling tightly around the weathered, dark-wood pole. The composition of light and shadow possesses Annie Leibovitz's signature quality: the evening sun hangs low in the sky, its golden rays penetrating thick, swirling clouds at a sharp angle, precisely illuminating the windward side of the flag, making its deep red appear exceptionally saturated and the gold embroidery gleam with a metallic sheen. Meanwhile, the other side of the flag and the massive stone brick walls of the beacon tower are shrouded in deep, cold shadows, creating a strong contrast between light and dark, highlighting the rough texture of the stone and the vicissitudes of history. The backdrop is a rolling, rugged mountain range, gradually merging into the gray-blue twilight in the distance. The entire scene, in this extreme contrast of movement and stillness, is permeated with an epic atmosphere of solemnity, loneliness, and historical power.",
+ "seed": 16930,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_14/index_3652_seed_16930_dp_28_rank_56_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.546875,
+ "video_score2_ta": 3.0625,
+ "video_score2_mq": 3.953125,
+ "video_score2_overall": 10.5625,
+ "avg": 10.5625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle shot, the camera slowly and steadily pans forward, focusing on the summit of a beacon tower on the ancient Great Wall. A massive crimson battle flag flutters wildly in the wind. Crafted from heavy linen, its edges frayed by age, the flag is embroidered with a vivid dragon totem in golden thread, its scales shimmering in the light. The relentless wind tears at the flag, sometimes unfurling with a snapping sound, fully revealing the unyielding dragon, and sometimes curling tightly around the weathered, dark-wood pole. The composition of light and shadow possesses Annie Leibovitz's signature quality: the evening sun hangs low in the sky, its golden rays penetrating thick, swirling clouds at a sharp angle, precisely illuminating the windward side of the flag, making its deep red appear exceptionally saturated and the gold embroidery gleam with a metallic sheen. Meanwhile, the other side of the flag and the massive stone brick walls of the beacon tower are shrouded in deep, cold shadows, creating a strong contrast between light and dark, highlighting the rough texture of the stone and the vicissitudes of history. The backdrop is a rolling, rugged mountain range, gradually merging into the gray-blue twilight in the distance. The entire scene, in this extreme contrast of movement and stillness, is permeated with an epic atmosphere of solemnity, loneliness, and historical power.",
+ "token_credit_reward": 10.5625,
+ "selected_reward": 10.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle shot with a forward pan toward the summit of a beacon tower on the Great Wall, featuring a massive crimson battle flag fluttering in the wind. The flag is said to be crafted from heavy linen with frayed edges, embroidered with a vivid dragon totem in golden thread whose scales shimmer in the light. The wind is depicted as relentless, tearing at the flag and sometimes curling around a weathered pole. The composition is described as having a cinematic quality with dramatic lighting — an evening sun at a low angle casting golden rays through thick clouds, illuminating the windward side of the flag while the opposite side remains in shadow, creating a strong light-dark contrast that highlights the stone textures and the passage of time. The backdrop should show a rolling mountain range blending into gray-blue twilight.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality. The imagery is clear with good detail in the stone walls and the flag, and the lighting conveys a warm, sunset-like mood. The colors are rich and the contrast is effective, contributing to a cinematic feel. There are no major distortions or artifacts, and the sequence appears stable with coherent motion. However, there are occasional minor inconsistencies in texture sharpness and color grading across frames, which prevents a perfect top-tier score. In sum, Visual Quality is strong but not flawless (roughly 4/5).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including a low-angle perspective, a forward camera motion, and prominent display of the flag with visible wind-driven movement. However, some aspects are only partially realized: the exact summit location on a beacon tower is not clearly established, and the description of a “massive” flag versus a standard banner introduces ambiguity. The dragon embroidery and its shimmering details are not consistently evident, and the overall alignment is moderate rather than precise. Overall, Text-to-Video Alignment is acceptable but not exact (roughly 3/5).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the flag responds realistically to wind, lighting and shadows align with an evening sun, and the stone textures and architectural elements maintain structural coherence. There are no obvious violations of physics or common sense, and the environmental context feels authentic. Some minor deviations in scale perception and lighting nuance exist, but they do not undermine overall realism. Overall, Physical/Common-sense Consistency is solid but not perfect (roughly 4/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.546875,
+ "TA": 3.0625,
+ "MQ": 3.953125,
+ "Overall": 10.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle shot with a forward pan toward the summit of a beacon tower on the Great Wall, featuring a massive crimson battle flag fluttering in the wind. The flag is said to be crafted from heavy linen with frayed edges, embroidered with a vivid dragon totem in golden thread whose scales shimmer in the light. The wind is depicted as relentless, tearing at the flag and sometimes curling around a weathered pole. The composition is described as having a cinematic quality with dramatic lighting — an evening sun at a low angle casting golden rays through thick clouds, illuminating the windward side of the flag while the opposite side remains in shadow, creating a strong light-dark contrast that highlights the stone textures and the passage of time. The backdrop should show a rolling mountain range blending into gray-blue twilight.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality. The imagery is clear with good detail in the stone walls and the flag, and the lighting conveys a warm, sunset-like mood. The colors are rich and the contrast is effective, contributing to a cinematic feel. There are no major distortions or artifacts, and the sequence appears stable with coherent motion. However, there are occasional minor inconsistencies in texture sharpness and color grading across frames, which prevents a perfect top-tier score. In sum, Visual Quality is strong but not flawless (roughly 4/5).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including a low-angle perspective, a forward camera motion, and prominent display of the flag with visible wind-driven movement. However, some aspects are only partially realized: the exact summit location on a beacon tower is not clearly established, and the description of a “massive” flag versus a standard banner introduces ambiguity. The dragon embroidery and its shimmering details are not consistently evident, and the overall alignment is moderate rather than precise. Overall, Text-to-Video Alignment is acceptable but not exact (roughly 3/5).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: the flag responds realistically to wind, lighting and shadows align with an evening sun, and the stone textures and architectural elements maintain structural coherence. There are no obvious violations of physics or common sense, and the environmental context feels authentic. Some minor deviations in scale perception and lighting nuance exist, but they do not undermine overall realism. Overall, Physical/Common-sense Consistency is solid but not perfect (roughly 4/5).\n\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": 16931,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_14/index_3652_seed_16931_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
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+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 3.3125,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 9.5,
+ "avg": 9.515625,
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle shot, the camera slowly and steadily pans forward, focusing on the summit of a beacon tower on the ancient Great Wall. A massive crimson battle flag flutters wildly in the wind. Crafted from heavy linen, its edges frayed by age, the flag is embroidered with a vivid dragon totem in golden thread, its scales shimmering in the light. The relentless wind tears at the flag, sometimes unfurling with a snapping sound, fully revealing the unyielding dragon, and sometimes curling tightly around the weathered, dark-wood pole. The composition of light and shadow possesses Annie Leibovitz's signature quality: the evening sun hangs low in the sky, its golden rays penetrating thick, swirling clouds at a sharp angle, precisely illuminating the windward side of the flag, making its deep red appear exceptionally saturated and the gold embroidery gleam with a metallic sheen. Meanwhile, the other side of the flag and the massive stone brick walls of the beacon tower are shrouded in deep, cold shadows, creating a strong contrast between light and dark, highlighting the rough texture of the stone and the vicissitudes of history. The backdrop is a rolling, rugged mountain range, gradually merging into the gray-blue twilight in the distance. The entire scene, in this extreme contrast of movement and stillness, is permeated with an epic atmosphere of solemnity, loneliness, and historical power.",
+ "token_credit_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle shot with a steady forward pan toward the summit of a beacon tower on the ancient Great Wall, featuring a massive crimson battle flag fluttering in the wind. The flag is said to be crafted from heavy linen with frayed edges, embroidered with a vivid dragon totem in golden thread whose scales shimmer in the light. The wind is depicted as relentless, tearing at the flag and sometimes curling around a weathered pole. The composition is described as having a signature quality reminiscent of a specific photographer, with warm evening light, dramatic cloud formations, and strong contrast between light and shadow that highlights the textures of stone and the passage of time. The backdrop is a rolling mountain range blending into gray-blue twilight.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear details in the flag, stone textures, and sky, but there are occasional minor artifacts and slight inconsistencies in color grading across frames. The motion appears reasonably smooth, though some frames exhibit subtle jitter or compression effects that prevent a higher-fidelity impression. Lighting remains generally coherent, with warm tones and atmospheric contrast, but not all frames maintain perfect consistency. In sum, the video presents acceptable visual quality without notable defects, aligning with a mid-range score.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle perspective, a forward camera motion, a prominent red flag with a dragon motif, and a weathered pole. The flag’s movement and the lighting convey a dramatic mood consistent with the description. Some nuanced aspects—such as the exact degree of wind-driven dynamics and the precise interplay of light and shadow—are present but not perfectly matched in every frame, resulting in a solid but not flawless correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the flag responds to wind, the pole remains structurally coherent, and the lighting supports depth and texture. However, there are minor inconsistencies in scale cues and wind interaction that prevent a higher level of realism. Overall, the dynamics feel believable but not perfectly aligned with real-world expectations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 3.3125,
+ "MQ": 3.234375,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle shot with a steady forward pan toward the summit of a beacon tower on the ancient Great Wall, featuring a massive crimson battle flag fluttering in the wind. The flag is said to be crafted from heavy linen with frayed edges, embroidered with a vivid dragon totem in golden thread whose scales shimmer in the light. The wind is depicted as relentless, tearing at the flag and sometimes curling around a weathered pole. The composition is described as having a signature quality reminiscent of a specific photographer, with warm evening light, dramatic cloud formations, and strong contrast between light and shadow that highlights the textures of stone and the passage of time. The backdrop is a rolling mountain range blending into gray-blue twilight.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear details in the flag, stone textures, and sky, but there are occasional minor artifacts and slight inconsistencies in color grading across frames. The motion appears reasonably smooth, though some frames exhibit subtle jitter or compression effects that prevent a higher-fidelity impression. Lighting remains generally coherent, with warm tones and atmospheric contrast, but not all frames maintain perfect consistency. In sum, the video presents acceptable visual quality without notable defects, aligning with a mid-range score.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle perspective, a forward camera motion, a prominent red flag with a dragon motif, and a weathered pole. The flag’s movement and the lighting convey a dramatic mood consistent with the description. Some nuanced aspects—such as the exact degree of wind-driven dynamics and the precise interplay of light and shadow—are present but not perfectly matched in every frame, resulting in a solid but not flawless correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the flag responds to wind, the pole remains structurally coherent, and the lighting supports depth and texture. However, there are minor inconsistencies in scale cues and wind interaction that prevent a higher level of realism. Overall, the dynamics feel believable but not perfectly aligned with 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"
+ ]
+ },
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 shot with a steady forward pan toward the summit of a beacon tower on the Great Wall, featuring a crimson battle flag with a golden dragon embroidered on heavy linen, edges frayed by age, fluttering in wind, with dramatic lighting and a sense of epic historical atmosphere. The video largely follows these elements but does not fully realize the implied motion dynamics; the sequence reads more as a static or subtly moving composition rather than a pronounced forward pan.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color fidelity, with the flag and the Great Wall textures reasonably well defined. There are no major distortions or artifacts, and lighting remains consistent across shots. However, the motion is limited and the sequence feels relatively static, which reduces perceived dynamism despite solid image quality.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the key elements—flag, Great Wall setting, and dramatic lighting—but the central motion described in the prompt (a low-angle, forward-moving pan) is not convincingly realized, resulting in a more static presentation. The overall narrative alignment is present but not fully dynamic.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, wind interaction with the flag, and lighting that supports depth and texture. No obvious physics violations are detected, though the lack of kinetic energy and motion reduces the sense of realism somewhat.\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": 3.46875,
+ "MQ": 3.078125,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle shot with a steady forward pan toward the summit of a beacon tower on the Great Wall, featuring a crimson battle flag with a golden dragon embroidered on heavy linen, edges frayed by age, fluttering in wind, with dramatic lighting and a sense of epic historical atmosphere. The video largely follows these elements but does not fully realize the implied motion dynamics; the sequence reads more as a static or subtly moving composition rather than a pronounced forward pan.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and color fidelity, with the flag and the Great Wall textures reasonably well defined. There are no major distortions or artifacts, and lighting remains consistent across shots. However, the motion is limited and the sequence feels relatively static, which reduces perceived dynamism despite solid image quality.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes the key elements—flag, Great Wall setting, and dramatic lighting—but the central motion described in the prompt (a low-angle, forward-moving pan) is not convincingly realized, resulting in a more static presentation. The overall narrative alignment is present but not fully dynamic.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, wind interaction with the flag, and lighting that supports depth and texture. No obvious physics violations are detected, though the lack of kinetic energy and motion reduces the sense of realism somewhat.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_15/index_tensor([2226, 2226])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_15/index_tensor([2226, 2226])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1e8ef5711b20ee9a043f07f3c3ff60556c7d222b
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_15/index_tensor([2226, 2226])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In Hirohiko Araki's signature high-contrast manga style, the camera, in a sharp, dizzying Hitchcockian dolly zoom, zooms in on a massive, brown jellyfish suspended in an abstract mid-air. The creature's umbrella-like body, translucent like smoky quartz, is covered in intricate geometric patterns and biological veins, as clear as an anatomical diagram, its edges defined by sharp, hard black lines. In an instant, it arches its body, its umbrella-like structure contracting with a sense of monstrous biological power, as if accumulating a massive surge of energy. Immediately, countless tentacles beneath it, previously lithe and floating, instantly straighten and explode in all directions, as if struck by a high-voltage electrical current. Each one becomes as hard and erect as a needle of poisoned glass, its tip gleaming with an ominous, cold light. As the camera moves forward and the lens pulls away simultaneously, the background space is extremely compressed and distorted, creating a strong visual impact and a suffocating sense of oppression. The entire picture is filled with an imminent and unimaginable sense of danger in the harsh light and shadow and surreal dynamics.",
+ "seed": 28012,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_15/index_2226_seed_28012_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.234375,
+ "video_score2_ta": 2.390625,
+ "video_score2_mq": 2.84375,
+ "video_score2_overall": 7.46875,
+ "avg": 7.46875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In Hirohiko Araki's signature high-contrast manga style, the camera, in a sharp, dizzying Hitchcockian dolly zoom, zooms in on a massive, brown jellyfish suspended in an abstract mid-air. The creature's umbrella-like body, translucent like smoky quartz, is covered in intricate geometric patterns and biological veins, as clear as an anatomical diagram, its edges defined by sharp, hard black lines. In an instant, it arches its body, its umbrella-like structure contracting with a sense of monstrous biological power, as if accumulating a massive surge of energy. Immediately, countless tentacles beneath it, previously lithe and floating, instantly straighten and explode in all directions, as if struck by a high-voltage electrical current. Each one becomes as hard and erect as a needle of poisoned glass, its tip gleaming with an ominous, cold light. As the camera moves forward and the lens pulls away simultaneously, the background space is extremely compressed and distorted, creating a strong visual impact and a suffocating sense of oppression. The entire picture is filled with an imminent and unimaginable sense of danger in the harsh light and shadow and surreal dynamics.",
+ "token_credit_reward": 7.46875,
+ "selected_reward": 7.46875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt envisions a high-contrast manga aesthetic with a sharp, dolly-zoom camera that tracks a massive brown jellyfish suspended in an abstract mid-air. The creature features an umbrella-like body with translucent, smoky-quartz appearance, intricate geometric patterns and biological veins, edges defined by sharp black lines, and a dramatic arc where the body constricts and energy surges through tentacles that harden and glow. The sequence culminates in a forward-moving camera with a dramatic pullback, extreme background distortion, and a palpable sense of imminent danger.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). Early frames show reasonable detail and a consistent color palette, but there is noticeable degradation toward the end with mild blurring and some artifacting. The rendering remains identifiable throughout, though sharpness and fine details do not stay uniformly high across the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures several core elements such as the umbrella-like form, brown coloration, and a sense of suspended motion, and it includes a forward camera movement. However, key aspects of the prompt — the dramatic dolly zoom, the explicit energy surge and tentacle hardening, and the extreme background distortion — are not consistently realized, resulting in only moderate fidelity to the original vision.\n\nPhysical/Common-sense Consistency:\nOverall, physical consistency is moderate (score 3). The jellyfish-like form maintains plausible anatomy and motion within a stylized context, with no glaring violations of basic physics. Some transitions and effects (e.g., energy buildup and sudden structural changes) read as stylized rather than physically grounded, which slightly tempers realism while preserving 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": 2.234375,
+ "TA": 2.390625,
+ "MQ": 2.84375,
+ "Overall": 7.46875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt envisions a high-contrast manga aesthetic with a sharp, dolly-zoom camera that tracks a massive brown jellyfish suspended in an abstract mid-air. The creature features an umbrella-like body with translucent, smoky-quartz appearance, intricate geometric patterns and biological veins, edges defined by sharp black lines, and a dramatic arc where the body constricts and energy surges through tentacles that harden and glow. The sequence culminates in a forward-moving camera with a dramatic pullback, extreme background distortion, and a palpable sense of imminent danger.\n\nVisual Quality Assessment:\nOverall, the video presents a moderate level of visual quality (score 3). Early frames show reasonable detail and a consistent color palette, but there is noticeable degradation toward the end with mild blurring and some artifacting. The rendering remains identifiable throughout, though sharpness and fine details do not stay uniformly high across the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures several core elements such as the umbrella-like form, brown coloration, and a sense of suspended motion, and it includes a forward camera movement. However, key aspects of the prompt — the dramatic dolly zoom, the explicit energy surge and tentacle hardening, and the extreme background distortion — are not consistently realized, resulting in only moderate fidelity to the original vision.\n\nPhysical/Common-sense Consistency:\nOverall, physical consistency is moderate (score 3). The jellyfish-like form maintains plausible anatomy and motion within a stylized context, with no glaring violations of basic physics. Some transitions and effects (e.g., energy buildup and sudden structural changes) read as stylized rather than physically grounded, which slightly tempers realism while preserving 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": 28013,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_15/index_2226_seed_28013_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.9375,
+ "video_score2_ta": 1.7578125,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 7.71875,
+ "avg": 7.7265625,
+ "reward_records": [
+ {
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+ "question": "In Hirohiko Araki's signature high-contrast manga style, the camera, in a sharp, dizzying Hitchcockian dolly zoom, zooms in on a massive, brown jellyfish suspended in an abstract mid-air. The creature's umbrella-like body, translucent like smoky quartz, is covered in intricate geometric patterns and biological veins, as clear as an anatomical diagram, its edges defined by sharp, hard black lines. In an instant, it arches its body, its umbrella-like structure contracting with a sense of monstrous biological power, as if accumulating a massive surge of energy. Immediately, countless tentacles beneath it, previously lithe and floating, instantly straighten and explode in all directions, as if struck by a high-voltage electrical current. Each one becomes as hard and erect as a needle of poisoned glass, its tip gleaming with an ominous, cold light. As the camera moves forward and the lens pulls away simultaneously, the background space is extremely compressed and distorted, creating a strong visual impact and a suffocating sense of oppression. The entire picture is filled with an imminent and unimaginable sense of danger in the harsh light and shadow and surreal dynamics.",
+ "token_credit_reward": 7.71875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a high-contrast manga aesthetic with a dramatic, dynamic sequence: a massive, brown jellyfish suspended in mid-air, an umbrella-like body with intricate patterns, a sharp, dolly-zoom camera movement, and a transition where tentacles contract and then explode outward under electric energy. The description calls for extreme compression of space and a palpable sense of danger in bright light and shadow.\n\nVisual Quality Analysis:\nThe frames show a stylized, manga-inspired rendering with decent clarity and consistent lighting. However, the overall polish is moderate rather than pristine, with occasional minor artifacts or softness that prevent a higher-end look. The motion appears smooth enough across frames, but the level of detail and refinement does not reach the highest tier. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: the art style and some color cues match the intended aesthetic, and the umbrella-like form with tentacle-like extensions is present. Yet key elements—specifically the dramatic dolly zoom, the explicit arc of the body, the moment of tentacle straightening and explosive outward movement, and the intense, high-energy dynamics—are not convincingly realized. The result reflects a moderate alignment (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy within a stylized framework, with coherent spatial relationships and believable motion for a jellyfish-like creature. While the scene adheres to basic physical plausibility, it does not push into highly dynamic or physically implausible territory. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.9375,
+ "TA": 1.7578125,
+ "MQ": 3.03125,
+ "Overall": 7.71875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a high-contrast manga aesthetic with a dramatic, dynamic sequence: a massive, brown jellyfish suspended in mid-air, an umbrella-like body with intricate patterns, a sharp, dolly-zoom camera movement, and a transition where tentacles contract and then explode outward under electric energy. The description calls for extreme compression of space and a palpable sense of danger in bright light and shadow.\n\nVisual Quality Analysis:\nThe frames show a stylized, manga-inspired rendering with decent clarity and consistent lighting. However, the overall polish is moderate rather than pristine, with occasional minor artifacts or softness that prevent a higher-end look. The motion appears smooth enough across frames, but the level of detail and refinement does not reach the highest tier. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: the art style and some color cues match the intended aesthetic, and the umbrella-like form with tentacle-like extensions is present. Yet key elements—specifically the dramatic dolly zoom, the explicit arc of the body, the moment of tentacle straightening and explosive outward movement, and the intense, high-energy dynamics—are not convincingly realized. The result reflects a moderate alignment (score 3).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy within a stylized framework, with coherent spatial relationships and believable motion for a jellyfish-like creature. While the scene adheres to basic physical plausibility, it does not push into highly dynamic or physically implausible territory. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In Hirohiko Araki's signature high-contrast manga style, the camera, in a sharp, dizzying Hitchcockian dolly zoom, zooms in on a massive, brown jellyfish suspended in an abstract mid-air. The creature's umbrella-like body, translucent like smoky quartz, is covered in intricate geometric patterns and biological veins, as clear as an anatomical diagram, its edges defined by sharp, hard black lines. In an instant, it arches its body, its umbrella-like structure contracting with a sense of monstrous biological power, as if accumulating a massive surge of energy. Immediately, countless tentacles beneath it, previously lithe and floating, instantly straighten and explode in all directions, as if struck by a high-voltage electrical current. Each one becomes as hard and erect as a needle of poisoned glass, its tip gleaming with an ominous, cold light. As the camera moves forward and the lens pulls away simultaneously, the background space is extremely compressed and distorted, creating a strong visual impact and a suffocating sense of oppression. The entire picture is filled with an imminent and unimaginable sense of danger in the harsh light and shadow and surreal dynamics.",
+ "seed": 28014,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_15/index_2226_seed_28014_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.796875,
+ "video_score2_ta": 2.125,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 7.875,
+ "avg": 7.875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In Hirohiko Araki's signature high-contrast manga style, the camera, in a sharp, dizzying Hitchcockian dolly zoom, zooms in on a massive, brown jellyfish suspended in an abstract mid-air. The creature's umbrella-like body, translucent like smoky quartz, is covered in intricate geometric patterns and biological veins, as clear as an anatomical diagram, its edges defined by sharp, hard black lines. In an instant, it arches its body, its umbrella-like structure contracting with a sense of monstrous biological power, as if accumulating a massive surge of energy. Immediately, countless tentacles beneath it, previously lithe and floating, instantly straighten and explode in all directions, as if struck by a high-voltage electrical current. Each one becomes as hard and erect as a needle of poisoned glass, its tip gleaming with an ominous, cold light. As the camera moves forward and the lens pulls away simultaneously, the background space is extremely compressed and distorted, creating a strong visual impact and a suffocating sense of oppression. The entire picture is filled with an imminent and unimaginable sense of danger in the harsh light and shadow and surreal dynamics.",
+ "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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt envisions a high-contrast manga aesthetic with a dramatic, dynamic sequence featuring a massive, brown jellyfish suspended in mid-air, an umbrella-like body with intricate patterns, a sharp dolly zoom, and a transition where tentacles contract and then explode outward under electrical energy. The description calls for extreme compression of space and a palpable sense of danger in bright light and shadow.\n\nVisual Quality Assessment:\nOverall, the visuals are coherent but not outstanding. The line work remains clean and the color palette stays within browns and metallic tones, with consistent shading across frames. However, there are occasional minor artifacts and slight inconsistencies in edge definition that prevent a higher rating. The result reads as solid and readable rather than exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video captures some key elements—manga-inspired styling, a large brown form, and a sense of suspended mass—but several crucial aspects are underrepresented or missing. The umbrella-like body and intricate geometric patterns are present only superficially; the promised dynamic camera movement (sharp dolly zoom) and the dramatic transformation of tentacles are not convincingly realized. Overall, the match to the prompt is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains internal coherence: the form, shading, and motion cues align with a plausible interpretation of a jellyfish-like entity in a stylized context. There are no glaring logical contradictions, though the depiction relies on artistic liberties inherent to the genre. Overall, physical consistency is acceptable but not strongly grounded in real-world physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "Overall": 7.875
+ }
+ }
+ ],
+ "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 envisions a high-contrast manga aesthetic with a dramatic, dynamic sequence featuring a massive, brown jellyfish suspended in mid-air, an umbrella-like body with intricate patterns, a sharp dolly zoom, and a transition where tentacles contract and then explode outward under electrical energy. The description calls for extreme compression of space and a palpable sense of danger in bright light and shadow.\n\nVisual Quality Assessment:\nOverall, the visuals are coherent but not outstanding. The line work remains clean and the color palette stays within browns and metallic tones, with consistent shading across frames. However, there are occasional minor artifacts and slight inconsistencies in edge definition that prevent a higher rating. The result reads as solid and readable rather than exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video captures some key elements—manga-inspired styling, a large brown form, and a sense of suspended mass—but several crucial aspects are underrepresented or missing. The umbrella-like body and intricate geometric patterns are present only superficially; the promised dynamic camera movement (sharp dolly zoom) and the dramatic transformation of tentacles are not convincingly realized. Overall, the match to the prompt is partial rather than complete.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains internal coherence: the form, shading, and motion cues align with a plausible interpretation of a jellyfish-like entity in a stylized context. There are no glaring logical contradictions, though the depiction relies on artistic liberties inherent to the genre. Overall, physical consistency is acceptable but not strongly grounded in real-world physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "In Hirohiko Araki's signature high-contrast manga style, the camera, in a sharp, dizzying Hitchcockian dolly zoom, zooms in on a massive, brown jellyfish suspended in an abstract mid-air. The creature's umbrella-like body, translucent like smoky quartz, is covered in intricate geometric patterns and biological veins, as clear as an anatomical diagram, its edges defined by sharp, hard black lines. In an instant, it arches its body, its umbrella-like structure contracting with a sense of monstrous biological power, as if accumulating a massive surge of energy. Immediately, countless tentacles beneath it, previously lithe and floating, instantly straighten and explode in all directions, as if struck by a high-voltage electrical current. Each one becomes as hard and erect as a needle of poisoned glass, its tip gleaming with an ominous, cold light. As the camera moves forward and the lens pulls away simultaneously, the background space is extremely compressed and distorted, creating a strong visual impact and a suffocating sense of oppression. The entire picture is filled with an imminent and unimaginable sense of danger in the harsh light and shadow and surreal dynamics.",
+ "seed": 28015,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_15/index_2226_seed_28015_dp_31_rank_62_sample_3_slot_1.mp4",
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+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 1.9609375,
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+ "video_score2_overall": 7.9375,
+ "avg": 7.9140625,
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+ "question": "In Hirohiko Araki's signature high-contrast manga style, the camera, in a sharp, dizzying Hitchcockian dolly zoom, zooms in on a massive, brown jellyfish suspended in an abstract mid-air. The creature's umbrella-like body, translucent like smoky quartz, is covered in intricate geometric patterns and biological veins, as clear as an anatomical diagram, its edges defined by sharp, hard black lines. In an instant, it arches its body, its umbrella-like structure contracting with a sense of monstrous biological power, as if accumulating a massive surge of energy. Immediately, countless tentacles beneath it, previously lithe and floating, instantly straighten and explode in all directions, as if struck by a high-voltage electrical current. Each one becomes as hard and erect as a needle of poisoned glass, its tip gleaming with an ominous, cold light. As the camera moves forward and the lens pulls away simultaneously, the background space is extremely compressed and distorted, creating a strong visual impact and a suffocating sense of oppression. The entire picture is filled with an imminent and unimaginable sense of danger in the harsh light and shadow and surreal dynamics.",
+ "token_credit_reward": 7.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt envisions a high-contrast manga aesthetic with a sharp, dolly-zoom camera movement focusing on a massive, translucent jellyfish suspended in mid-air. The creature features an umbrella-like body with intricate geometric patterns and biological veins, edges defined by sharp lines, and a dynamic arc where tentacles contract and multiply under electrical stimulus, culminating in a visually intense, oppressive moment.\n\nVisual Quality Assessment:\nThe frames show a consistent manga-inspired rendering with clean line work and solid contrast. The color palette remains cohesive (browns, tans, and dark accents), and the overall presentation is legible and stylistically faithful. However, the sequence exhibits limited motion between frames, resulting in a relatively static progression rather than a pronounced dynamic arc. While there are no obvious artifacts or distortions, the lack of fluid motion reduces the perceived visual impact. Overall, visual quality is moderate.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures some core elements—manga style, a large central form, and a sense of suspended mass—but key cinematic and kinetic aspects are underdeveloped. The expected dramatic camera movement and the transformative arc of the creature are not convincingly realized, leaving the narrative progression only partially aligned with the original vision. Overall alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains internal coherence within the stylized framework: the creature’s form, shading, and motion cues are plausible within the chosen aesthetic, and there are no glaring logical inconsistencies. The scene remains physically believable within its artistic constraints, though it does not fully realize the more extreme kinetic and environmental dynamics described in the prompt. Overall, physical/common-sense consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 1.9609375,
+ "MQ": 2.984375,
+ "Overall": 7.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt envisions a high-contrast manga aesthetic with a sharp, dolly-zoom camera movement focusing on a massive, translucent jellyfish suspended in mid-air. The creature features an umbrella-like body with intricate geometric patterns and biological veins, edges defined by sharp lines, and a dynamic arc where tentacles contract and multiply under electrical stimulus, culminating in a visually intense, oppressive moment.\n\nVisual Quality Assessment:\nThe frames show a consistent manga-inspired rendering with clean line work and solid contrast. The color palette remains cohesive (browns, tans, and dark accents), and the overall presentation is legible and stylistically faithful. However, the sequence exhibits limited motion between frames, resulting in a relatively static progression rather than a pronounced dynamic arc. While there are no obvious artifacts or distortions, the lack of fluid motion reduces the perceived visual impact. Overall, visual quality is moderate.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video captures some core elements—manga style, a large central form, and a sense of suspended mass—but key cinematic and kinetic aspects are underdeveloped. The expected dramatic camera movement and the transformative arc of the creature are not convincingly realized, leaving the narrative progression only partially aligned with the original vision. Overall alignment is moderate.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains internal coherence within the stylized framework: the creature’s form, shading, and motion cues are plausible within the chosen aesthetic, and there are no glaring logical inconsistencies. The scene remains physically believable within its artistic constraints, though it does not fully realize the more extreme kinetic and environmental dynamics described in the prompt. Overall, physical/common-sense consistency is moderate.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_2/index_tensor([7778, 7778])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_2/index_tensor([7778, 7778])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a1933736381d8cdbfb862c0df95bf743e3370df
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_2/index_tensor([7778, 7778])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 16418,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_2/index_7778_seed_16418_dp_4_rank_8_sample_0_slot_0.mp4",
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+ "video_score2_overall": 7.84375,
+ "avg": 7.8515625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, low-angle, static shot frames a quiet, tense scene on the surface of a dark, polished wooden table. A heavy, rectangular block of black ink, with a faint matte, dried-ink residue, looms like a monolith. From the deep shadow cast by this object, a tiny wild mouse cautiously peers out. Its fur is a soft, earthy brown, its beady black eyes wide and flickering with fear, while its delicate whiskers droop. The mouse's head tentatively emerges into the light, its tiny pink nose twitching almost imperceptibly as it sniffs the air. The entire scene is bisected by a powerful beam of light, creating a dramatic black-and-white contrast that transforms the ink into a majestic silhouette while brightly illuminating the mouse's inquisitive face and the rich, dark textures of the table. The atmosphere is quiet and suspenseful, completely focused on the creature's cautious exploration and vulnerability.",
+ "token_credit_reward": 7.84375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle, static shot featuring a small wild mouse on a dark, polished wooden table. A heavy rectangular block of black ink with a faint matte, dried-ink residue is present, casting a deep shadow. The mouse has brown fur, large beady eyes, and drooping whiskers; its head tentatively emerges into the light, with a pink nose twitching as it sniffs the air. The scene is bisected by a powerful beam of light, creating a dramatic black-and-white contrast that transforms the ink into a majestic silhouette while illuminating the mouse's face and the rich, dark textures of the table. The atmosphere is quiet and suspenseful, focusing on the creature's cautious exploration and vulnerability.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur, but overall detail remains acceptable. Lighting is consistent across shots, and there are no obvious distortions or artifacts. The sequence appears stable with minimal camera shake, and the subject is reasonably well framed. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThere are notable mismatches between the prompt and what is depicted. The video presents a small rodent on a surface, but the specific elements described—such as the heavy ink block, the dramatic lighting, and the precise spatial arrangement—are not realized. The scene does not convincingly reproduce the intended composition, resulting in a weak alignment (score 2).\n\nPhysical/Common-sense Consistency:\nThe animal's anatomy and behavior appear plausible, with natural proportions and believable interactions with the surface. While the scene lacks the dramatic setup, the observed cues align with ordinary expectations of a small rodent exploring a flat surface. 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": 3.046875,
+ "TA": 1.7734375,
+ "MQ": 3.03125,
+ "Overall": 7.84375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle, static shot featuring a small wild mouse on a dark, polished wooden table. A heavy rectangular block of black ink with a faint matte, dried-ink residue is present, casting a deep shadow. The mouse has brown fur, large beady eyes, and drooping whiskers; its head tentatively emerges into the light, with a pink nose twitching as it sniffs the air. The scene is bisected by a powerful beam of light, creating a dramatic black-and-white contrast that transforms the ink into a majestic silhouette while illuminating the mouse's face and the rich, dark textures of the table. The atmosphere is quiet and suspenseful, focusing on the creature's cautious exploration and vulnerability.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur, but overall detail remains acceptable. Lighting is consistent across shots, and there are no obvious distortions or artifacts. The sequence appears stable with minimal camera shake, and the subject is reasonably well framed. Overall, Visual Quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThere are notable mismatches between the prompt and what is depicted. The video presents a small rodent on a surface, but the specific elements described—such as the heavy ink block, the dramatic lighting, and the precise spatial arrangement—are not realized. The scene does not convincingly reproduce the intended composition, resulting in a weak alignment (score 2).\n\nPhysical/Common-sense Consistency:\nThe animal's anatomy and behavior appear plausible, with natural proportions and believable interactions with the surface. While the scene lacks the dramatic setup, the observed cues align with ordinary expectations of a small rodent exploring a flat surface. 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"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, low-angle, static shot frames a quiet, tense scene on the surface of a dark, polished wooden table. A heavy, rectangular block of black ink, with a faint matte, dried-ink residue, looms like a monolith. From the deep shadow cast by this object, a tiny wild mouse cautiously peers out. Its fur is a soft, earthy brown, its beady black eyes wide and flickering with fear, while its delicate whiskers droop. The mouse's head tentatively emerges into the light, its tiny pink nose twitching almost imperceptibly as it sniffs the air. The entire scene is bisected by a powerful beam of light, creating a dramatic black-and-white contrast that transforms the ink into a majestic silhouette while brightly illuminating the mouse's inquisitive face and the rich, dark textures of the table. The atmosphere is quiet and suspenseful, completely focused on the creature's cautious exploration and vulnerability.",
+ "seed": 16419,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_2/index_7778_seed_16419_dp_4_rank_8_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.703125,
+ "video_score2_ta": 1.9140625,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 8.75,
+ "avg": 8.7421875,
+ "reward_records": [
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+ "question": "An extreme close-up, low-angle, static shot frames a quiet, tense scene on the surface of a dark, polished wooden table. A heavy, rectangular block of black ink, with a faint matte, dried-ink residue, looms like a monolith. From the deep shadow cast by this object, a tiny wild mouse cautiously peers out. Its fur is a soft, earthy brown, its beady black eyes wide and flickering with fear, while its delicate whiskers droop. The mouse's head tentatively emerges into the light, its tiny pink nose twitching almost imperceptibly as it sniffs the air. The entire scene is bisected by a powerful beam of light, creating a dramatic black-and-white contrast that transforms the ink into a majestic silhouette while brightly illuminating the mouse's inquisitive face and the rich, dark textures of the table. The atmosphere is quiet and suspenseful, completely focused on the creature's cautious exploration and vulnerability.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle, static shot on a dark, polished wooden table featuring a heavy rectangular block of black ink with a faint matte, dried-ink residue, and a tiny wild mouse cautiously emerging from deep shadow. In the actual video, several elements align (close-up framing, low angle, presence of a small brown mouse, and a dark surface), but key components are missing or altered: there is no prominent ink monolith, and the dramatic lighting/contrast described in the prompt is not realized. Overall, the alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear rendering of the mouse’s fur texture and facial features. Lighting is generally consistent across shots, and there are no obvious distortions or artifacts. However, the overall polish and cinematic depth described in the prompt are not fully achieved, resulting in a moderate level of visual quality rather than a high-end presentation.\n\nText-to-Video Alignment Analysis:\nThere are notable mismatches between the prompt and the video. The central ink monolith and the intense, dramatic lighting described in the prompt are absent; instead, the scene centers on a mouse on a dark surface with ordinary lighting. While some elements (close-up framing, low-angle view, presence of a small brown mouse) match, the core narrative and visual cues from the prompt are not realized. This yields a moderate alignment score.\n\nPhysical Consistency / Common-sense:\nThe mouse’s anatomy and behavior appear plausible, and the scene maintains coherent spatial relationships and lighting. There are no evident physical inconsistencies. The absence of the intended dramatic setup does not introduce any common-sense violations; it simply reflects a mismatch with the described scenario. Overall, physical/common-sense consistency remains at a moderate level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 1.9140625,
+ "MQ": 3.125,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, low-angle, static shot on a dark, polished wooden table featuring a heavy rectangular block of black ink with a faint matte, dried-ink residue, and a tiny wild mouse cautiously emerging from deep shadow. In the actual video, several elements align (close-up framing, low angle, presence of a small brown mouse, and a dark surface), but key components are missing or altered: there is no prominent ink monolith, and the dramatic lighting/contrast described in the prompt is not realized. Overall, the alignment with the prompt is partial rather than complete.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear rendering of the mouse’s fur texture and facial features. Lighting is generally consistent across shots, and there are no obvious distortions or artifacts. However, the overall polish and cinematic depth described in the prompt are not fully achieved, resulting in a moderate level of visual quality rather than a high-end presentation.\n\nText-to-Video Alignment Analysis:\nThere are notable mismatches between the prompt and the video. The central ink monolith and the intense, dramatic lighting described in the prompt are absent; instead, the scene centers on a mouse on a dark surface with ordinary lighting. While some elements (close-up framing, low-angle view, presence of a small brown mouse) match, the core narrative and visual cues from the prompt are not realized. This yields a moderate alignment score.\n\nPhysical Consistency / Common-sense:\nThe mouse’s anatomy and behavior appear plausible, and the scene maintains coherent spatial relationships and lighting. There are no evident physical inconsistencies. The absence of the intended dramatic setup does not introduce any common-sense violations; it simply reflects a mismatch with the described scenario. Overall, physical/common-sense consistency remains at a moderate level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, low-angle, static shot frames a quiet, tense scene on the surface of a dark, polished wooden table. A heavy, rectangular block of black ink, with a faint matte, dried-ink residue, looms like a monolith. From the deep shadow cast by this object, a tiny wild mouse cautiously peers out. Its fur is a soft, earthy brown, its beady black eyes wide and flickering with fear, while its delicate whiskers droop. The mouse's head tentatively emerges into the light, its tiny pink nose twitching almost imperceptibly as it sniffs the air. The entire scene is bisected by a powerful beam of light, creating a dramatic black-and-white contrast that transforms the ink into a majestic silhouette while brightly illuminating the mouse's inquisitive face and the rich, dark textures of the table. The atmosphere is quiet and suspenseful, completely focused on the creature's cautious exploration and vulnerability.",
+ "seed": 16420,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_2/index_7778_seed_16420_dp_5_rank_10_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 2.5,
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+ "video_score2_overall": 8.75,
+ "avg": 8.71875,
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+ "question": "An extreme close-up, low-angle, static shot frames a quiet, tense scene on the surface of a dark, polished wooden table. A heavy, rectangular block of black ink, with a faint matte, dried-ink residue, looms like a monolith. From the deep shadow cast by this object, a tiny wild mouse cautiously peers out. Its fur is a soft, earthy brown, its beady black eyes wide and flickering with fear, while its delicate whiskers droop. The mouse's head tentatively emerges into the light, its tiny pink nose twitching almost imperceptibly as it sniffs the air. The entire scene is bisected by a powerful beam of light, creating a dramatic black-and-white contrast that transforms the ink into a majestic silhouette while brightly illuminating the mouse's inquisitive face and the rich, dark textures of the table. The atmosphere is quiet and suspenseful, completely focused on the creature's cautious exploration and vulnerability.",
+ "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, low-angle, static shot featuring a small wild mouse on a dark, polished wooden table. A heavy rectangular block of black ink with a faint matte, dried-ink residue is present, casting a deep shadow. The mouse has a soft earthy brown fur, beady black eyes, and delicate whiskers. It cautiously peers out, with its head tentatively emerging into the light, and a pink nose twitching as it sniffs the air. The scene is bisected by a powerful beam of light, creating a dramatic black-and-white contrast that makes the ink appear as a majestic silhouette while illuminating the mouse's face and the rich textures of the table. The atmosphere is quiet and suspenseful, focusing on the creature's cautious exploration and vulnerability.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and natural lighting, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or slight focus inconsistency, and there are occasional minor compression artifacts. The sequence remains reasonably stable with no major distortions, though the overall sharpness and polish do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a close-up view, a low-angle perspective, and a static composition with a visible mouse and a textured surface. However, several central prompt aspects are underrepresented or missing: the prominent black ink block is not clearly depicted, the dramatic lighting and the described contrast are not strongly realized, and the nuanced emotional cues (fear, curiosity) are not consistently conveyed. Overall, the alignment is partial rather than complete.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The mouse's anatomy and behavior appear plausible, and the scene maintains coherent spatial relationships and lighting. There are no obvious violations of basic physics, but some lighting interactions and texture details could be more convincing, leaving room for improvement without breaking 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
+ },
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+ "TA": 2.5,
+ "MQ": 3.109375,
+ "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, low-angle, static shot featuring a small wild mouse on a dark, polished wooden table. A heavy rectangular block of black ink with a faint matte, dried-ink residue is present, casting a deep shadow. The mouse has a soft earthy brown fur, beady black eyes, and delicate whiskers. It cautiously peers out, with its head tentatively emerging into the light, and a pink nose twitching as it sniffs the air. The scene is bisected by a powerful beam of light, creating a dramatic black-and-white contrast that makes the ink appear as a majestic silhouette while illuminating the mouse's face and the rich textures of the table. The atmosphere is quiet and suspenseful, focusing on the creature's cautious exploration and vulnerability.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and natural lighting, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or slight focus inconsistency, and there are occasional minor compression artifacts. The sequence remains reasonably stable with no major distortions, though the overall sharpness and polish do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a close-up view, a low-angle perspective, and a static composition with a visible mouse and a textured surface. However, several central prompt aspects are underrepresented or missing: the prominent black ink block is not clearly depicted, the dramatic lighting and the described contrast are not strongly realized, and the nuanced emotional cues (fear, curiosity) are not consistently conveyed. Overall, the alignment is partial rather than complete.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The mouse's anatomy and behavior appear plausible, and the scene maintains coherent spatial relationships and lighting. There are no obvious violations of basic physics, but some lighting interactions and texture details could be more convincing, leaving room for improvement without breaking plausibility.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 16421,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_2/index_7778_seed_16421_dp_5_rank_10_sample_3_slot_1.mp4",
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+ "video_score2_overall": 7.3125,
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+ "credit_map_shape": [
+ 3,
+ 26,
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+ ],
+ "top_frames": [
+ 2,
+ 1,
+ 0
+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up, low-angle, static shot frames a quiet, tense scene on the surface of a dark, polished wooden table. A heavy, rectangular block of black ink, with a faint matte, dried-ink residue, looms like a monolith. From the deep shadow cast by this object, a tiny wild mouse cautiously peers out. Its fur is a soft, earthy brown, its beady black eyes wide and flickering with fear, while its delicate whiskers droop. The mouse's head tentatively emerges into the light, its tiny pink nose twitching almost imperceptibly as it sniffs the air. The entire scene is bisected by a powerful beam of light, creating a dramatic black-and-white contrast that transforms the ink into a majestic silhouette while brightly illuminating the mouse's inquisitive face and the rich, dark textures of the table. The atmosphere is quiet and suspenseful, completely focused on the creature's cautious exploration and vulnerability.\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur, especially in the background and around the mouse in several frames. There are occasional artifacts and mild instability in rendering, yet the scene remains recognizable and coherent. Lighting and contrast are not consistently dramatic across all frames, contributing to a sense of uneven polish. In sum, the video presents a fair level of visual fidelity without achieving high-end sharpness or refinement.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While some elements appear—such as a close-up perspective and a mouse on a dark surface—the crucial narrative components described in the prompt are not convincingly realized. The rectangular ink block and the dramatic lighting described in the prompt are not clearly depicted; the scene lacks the intended monolithic ink presence and strong light contrast. The mouse’s behavior and the atmospheric tension do not fully align with the prompt’s emphasis on cautious exploration and suspense. Overall, the video captures only partial alignment with the original description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The mouse’s proportions and general interaction with the surface are plausible, and there are no obvious violations of basic physics. However, minor inconsistencies exist: occasional awkward poses during motion, slight mismatches in scale between the mouse and nearby objects, and lighting/shadow cues that don’t perfectly match the scene geometry. These issues prevent a higher score, but the overall scene remains believable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.078125,
+ "TA": 2.59375,
+ "MQ": 2.609375,
+ "Overall": 7.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes \"An extreme close-up, low-angle, static shot frames a quiet, tense scene on the surface of a dark, polished wooden table. A heavy, rectangular block of black ink, with a faint matte, dried-ink residue, looms like a monolith. From the deep shadow cast by this object, a tiny wild mouse cautiously peers out. Its fur is a soft, earthy brown, its beady black eyes wide and flickering with fear, while its delicate whiskers droop. The mouse's head tentatively emerges into the light, its tiny pink nose twitching almost imperceptibly as it sniffs the air. The entire scene is bisected by a powerful beam of light, creating a dramatic black-and-white contrast that transforms the ink into a majestic silhouette while brightly illuminating the mouse's inquisitive face and the rich, dark textures of the table. The atmosphere is quiet and suspenseful, completely focused on the creature's cautious exploration and vulnerability.\"\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur, especially in the background and around the mouse in several frames. There are occasional artifacts and mild instability in rendering, yet the scene remains recognizable and coherent. Lighting and contrast are not consistently dramatic across all frames, contributing to a sense of uneven polish. In sum, the video presents a fair level of visual fidelity without achieving high-end sharpness or refinement.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While some elements appear—such as a close-up perspective and a mouse on a dark surface—the crucial narrative components described in the prompt are not convincingly realized. The rectangular ink block and the dramatic lighting described in the prompt are not clearly depicted; the scene lacks the intended monolithic ink presence and strong light contrast. The mouse’s behavior and the atmospheric tension do not fully align with the prompt’s emphasis on cautious exploration and suspense. Overall, the video captures only partial alignment with the original description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The mouse’s proportions and general interaction with the surface are plausible, and there are no obvious violations of basic physics. However, minor inconsistencies exist: occasional awkward poses during motion, slight mismatches in scale between the mouse and nearby objects, and lighting/shadow cues that don’t perfectly match the scene geometry. These issues prevent a higher score, but the overall scene remains believable and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_3/index_tensor([1064, 1064])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_3/index_tensor([1064, 1064])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c988a6a2c0d94188fb4e96f95d76393ef7d364d4
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_3/index_tensor([1064, 1064])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "close-up shot, tilting slowly downward from a horizontal angle, focuses on a woman clad in an elegant, deep lake blue silk cheongsam. Her raven hair is pulled back in a delicate bun, her face delicate and graceful, her expression serene yet expectant. She sits at a dark, polished rosewood table. A soft afternoon light streams in through a carved wooden window, framing the soft contours of her features and illuminating the delicate orchid pattern embroidered on her cheongsam. On the table, an antique rosewood box rests quietly, its surface patinated by the passage of time. Carefully, she reaches out with her slender, white hands, gently tracing the box. She finds and unfastens a slightly tarnished brass clasp with a soft, crisp click. Then, with steady and deliberate movements, she slowly lifts the lid upwards, a gesture imbued with a ritual, as if unveiling a forgotten memory. Under the warm light and shadow, the whole scene presents a classical atmosphere that is quiet, focused and full of stories.",
+ "seed": 6598,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_3/index_1064_seed_6598_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": 2.265625,
+ "video_score2_ta": 3.796875,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.125,
+ "avg": 9.109375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up shot with a slow downward tilt, focusing on a woman in a deep lake blue silk cheongsam with a delicate bun, seated at a dark polished rosewood table. Soft afternoon light streams through a carved wooden window, highlighting the embroidery on the cheongsam. An antique rosewood box sits on the table; the woman reaches out with slender, white hands to trace the box, then opens it with a steady, deliberate motion under warm lighting and shadow, conveying a classical, quiet atmosphere.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially during hand movements. There are occasional color inconsistencies and mild artifacts, and the lighting, while warm, does not always stay perfectly balanced across shots. The sequence remains coherent, but fine details are not consistently crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, downward tilt, the woman in a blue silk cheongsam with a bun, seated at a dark table, soft natural lighting, and the presence of an antique box. The hand interactions and the box-opening action align with the described sequence. Minor deviations exist in exact timing and emphasis of certain gestures, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movements are generally plausible, with natural-looking hand actions and object handling. However, there are subtle inconsistencies in lighting/shadow continuity and some micro-gestures that feel slightly off, preventing a higher level of realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.265625,
+ "TA": 3.796875,
+ "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 close-up shot with a slow downward tilt, focusing on a woman in a deep lake blue silk cheongsam with a delicate bun, seated at a dark polished rosewood table. Soft afternoon light streams through a carved wooden window, highlighting the embroidery on the cheongsam. An antique rosewood box sits on the table; the woman reaches out with slender, white hands to trace the box, then opens it with a steady, deliberate motion under warm lighting and shadow, conveying a classical, quiet atmosphere.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable softness and some blur, especially during hand movements. There are occasional color inconsistencies and mild artifacts, and the lighting, while warm, does not always stay perfectly balanced across shots. The sequence remains coherent, but fine details are not consistently crisp.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the key elements: close-up framing, downward tilt, the woman in a blue silk cheongsam with a bun, seated at a dark table, soft natural lighting, and the presence of an antique box. The hand interactions and the box-opening action align with the described sequence. Minor deviations exist in exact timing and emphasis of certain gestures, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movements are generally plausible, with natural-looking hand actions and object handling. However, there are subtle inconsistencies in lighting/shadow continuity and some micro-gestures that feel slightly off, preventing a higher level of realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 6599,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_3/index_1064_seed_6599_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 1.8671875,
+ "video_score2_ta": 2.203125,
+ "video_score2_mq": 1.703125,
+ "video_score2_overall": 5.75,
+ "avg": 5.7734375,
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+ "question": "close-up shot, tilting slowly downward from a horizontal angle, focuses on a woman clad in an elegant, deep lake blue silk cheongsam. Her raven hair is pulled back in a delicate bun, her face delicate and graceful, her expression serene yet expectant. She sits at a dark, polished rosewood table. A soft afternoon light streams in through a carved wooden window, framing the soft contours of her features and illuminating the delicate orchid pattern embroidered on her cheongsam. On the table, an antique rosewood box rests quietly, its surface patinated by the passage of time. Carefully, she reaches out with her slender, white hands, gently tracing the box. She finds and unfastens a slightly tarnished brass clasp with a soft, crisp click. Then, with steady and deliberate movements, she slowly lifts the lid upwards, a gesture imbued with a ritual, as if unveiling a forgotten memory. Under the warm light and shadow, the whole scene presents a classical atmosphere that is quiet, focused and full of stories.",
+ "token_credit_reward": 5.75,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up sequence where a woman in a deep lake-blue silk cheongsam sits at a dark, polished rosewood table, with a carved wooden window and warm afternoon light. An antique rosewood box with a brass clasp sits on the table; the woman traces the box, opens it, and reveals its contents in a ritual-like manner. The scene aims for a classical, quiet atmosphere.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur and some motion blur during hand movements. There are occasional distortions in hand shapes and minor artifacts, though lighting remains warm and consistent. The background and setting are recognizable, and color grading supports the intended mood, but sharpness and fine detail are not consistently maintained across frames.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a woman in a blue silk cheongsam, seated at a dark rosewood table, with a carved wooden window and warm light. The presence of the antique box and the hand interactions aligns with the described actions. Some nuanced details such as the exact moment of the clasp opening or the precise lid lift may be less explicit, but the core narrative and atmosphere match well.\n\nPhysical Consistency Analysis:\nPhysical consistency is moderate (score 3). Hand movements show occasional unnatural deformations and minor clipping with objects, which reduces realism. The box and table maintain stable positions, and lighting/shadows are coherent, but the hand dynamics introduce perceptible inconsistencies that affect overall believability.\n\nScoring:\nVisual Quality: 3\nText-to-Video Alignment: 4\nPhysical Consistency: 3\n\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 4\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.8671875,
+ "TA": 2.203125,
+ "MQ": 1.703125,
+ "Overall": 5.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up sequence where a woman in a deep lake-blue silk cheongsam sits at a dark, polished rosewood table, with a carved wooden window and warm afternoon light. An antique rosewood box with a brass clasp sits on the table; the woman traces the box, opens it, and reveals its contents in a ritual-like manner. The scene aims for a classical, quiet atmosphere.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable blur and some motion blur during hand movements. There are occasional distortions in hand shapes and minor artifacts, though lighting remains warm and consistent. The background and setting are recognizable, and color grading supports the intended mood, but sharpness and fine detail are not consistently maintained across frames.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a woman in a blue silk cheongsam, seated at a dark rosewood table, with a carved wooden window and warm light. The presence of the antique box and the hand interactions aligns with the described actions. Some nuanced details such as the exact moment of the clasp opening or the precise lid lift may be less explicit, but the core narrative and atmosphere match well.\n\nPhysical Consistency Analysis:\nPhysical consistency is moderate (score 3). Hand movements show occasional unnatural deformations and minor clipping with objects, which reduces realism. The box and table maintain stable positions, and lighting/shadows are coherent, but the hand dynamics introduce perceptible inconsistencies that affect overall believability.\n\nScoring:\nVisual Quality: 3\nText-to-Video Alignment: 4\nPhysical Consistency: 3\n\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 4\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3"
+ ]
+ },
+ {
+ "prompt": "close-up shot, tilting slowly downward from a horizontal angle, focuses on a woman clad in an elegant, deep lake blue silk cheongsam. Her raven hair is pulled back in a delicate bun, her face delicate and graceful, her expression serene yet expectant. She sits at a dark, polished rosewood table. A soft afternoon light streams in through a carved wooden window, framing the soft contours of her features and illuminating the delicate orchid pattern embroidered on her cheongsam. On the table, an antique rosewood box rests quietly, its surface patinated by the passage of time. Carefully, she reaches out with her slender, white hands, gently tracing the box. She finds and unfastens a slightly tarnished brass clasp with a soft, crisp click. Then, with steady and deliberate movements, she slowly lifts the lid upwards, a gesture imbued with a ritual, as if unveiling a forgotten memory. Under the warm light and shadow, the whole scene presents a classical atmosphere that is quiet, focused and full of stories.",
+ "seed": 6600,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_3/index_1064_seed_6600_dp_7_rank_14_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.625,
+ "video_score2_ta": 3.40625,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 9.1875,
+ "avg": 9.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a close-up sequence where a woman in a deep lake blue silk cheongsam sits at a dark, polished rosewood table. Soft afternoon light streams through a carved wooden window, highlighting the intricate details of the outfit and the delicate orchid embroidery. An antique rosewood box sits on the table; the woman reaches out with slender, white hands to trace the box, then unfastens a slightly tarnished brass clasp with a soft, crisp click, and finally lifts the lid to reveal its contents in a ritual-like gesture.\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 show mild motion blur during hand movements, and color grading appears slightly inconsistent across shots. Lighting remains warm and atmospheric, yet certain areas lack sharpness, and a few frames exhibit minor compression artifacts. The sequence remains coherent and readable, but it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements described: a woman in a blue silk cheongsam with visible embroidery, seated at a dark, polished table, with soft light and a carved window, and the presence of an antique box. The close-up framing and the deliberate hand actions align with the narrative, and the mood feels contemplative and traditional. There are only minor deviations in pacing or emphasis that do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects plausible anatomy and object interaction, with believable hand movements and lighting. However, there are occasional small inconsistencies in scale or timing—such as slight mismatches between the box size and the hand positioning or subtle timing differences in the clasp action—that prevent a higher score. Overall, the scene remains coherent and physically plausible.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.625,
+ "TA": 3.40625,
+ "MQ": 3.15625,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a close-up sequence where a woman in a deep lake blue silk cheongsam sits at a dark, polished rosewood table. Soft afternoon light streams through a carved wooden window, highlighting the intricate details of the outfit and the delicate orchid embroidery. An antique rosewood box sits on the table; the woman reaches out with slender, white hands to trace the box, then unfastens a slightly tarnished brass clasp with a soft, crisp click, and finally lifts the lid to reveal its contents in a ritual-like gesture.\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 show mild motion blur during hand movements, and color grading appears slightly inconsistent across shots. Lighting remains warm and atmospheric, yet certain areas lack sharpness, and a few frames exhibit minor compression artifacts. The sequence remains coherent and readable, but it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements described: a woman in a blue silk cheongsam with visible embroidery, seated at a dark, polished table, with soft light and a carved window, and the presence of an antique box. The close-up framing and the deliberate hand actions align with the narrative, and the mood feels contemplative and traditional. There are only minor deviations in pacing or emphasis that do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects plausible anatomy and object interaction, with believable hand movements and lighting. However, there are occasional small inconsistencies in scale or timing—such as slight mismatches between the box size and the hand positioning or subtle timing differences in the clasp action—that prevent a higher score. Overall, the scene remains coherent and physically plausible.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "close-up shot, tilting slowly downward from a horizontal angle, focuses on a woman clad in an elegant, deep lake blue silk cheongsam. Her raven hair is pulled back in a delicate bun, her face delicate and graceful, her expression serene yet expectant. She sits at a dark, polished rosewood table. A soft afternoon light streams in through a carved wooden window, framing the soft contours of her features and illuminating the delicate orchid pattern embroidered on her cheongsam. On the table, an antique rosewood box rests quietly, its surface patinated by the passage of time. Carefully, she reaches out with her slender, white hands, gently tracing the box. She finds and unfastens a slightly tarnished brass clasp with a soft, crisp click. Then, with steady and deliberate movements, she slowly lifts the lid upwards, a gesture imbued with a ritual, as if unveiling a forgotten memory. Under the warm light and shadow, the whole scene presents a classical atmosphere that is quiet, focused and full of stories.",
+ "seed": 6601,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_3/index_1064_seed_6601_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 3,
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+ "video_score2_vq": 2.3125,
+ "video_score2_ta": 3.8125,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.25,
+ "avg": 9.21875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "close-up shot, tilting slowly downward from a horizontal angle, focuses on a woman clad in an elegant, deep lake blue silk cheongsam. Her raven hair is pulled back in a delicate bun, her face delicate and graceful, her expression serene yet expectant. She sits at a dark, polished rosewood table. A soft afternoon light streams in through a carved wooden window, framing the soft contours of her features and illuminating the delicate orchid pattern embroidered on her cheongsam. On the table, an antique rosewood box rests quietly, its surface patinated by the passage of time. Carefully, she reaches out with her slender, white hands, gently tracing the box. She finds and unfastens a slightly tarnished brass clasp with a soft, crisp click. Then, with steady and deliberate movements, she slowly lifts the lid upwards, a gesture imbued with a ritual, as if unveiling a forgotten memory. Under the warm light and shadow, the whole scene presents a classical atmosphere that is quiet, focused and full of stories.",
+ "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 close-up sequence where a woman in a deep lake-blue silk cheongsam sits at a dark, polished rosewood table. Soft afternoon light streams through a carved wooden window, highlighting the embroidery on her dress while she interacts with an antique rosewood box. The scene aims for a classical, quiet atmosphere with deliberate, ritual-like hand movements.\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 show mild motion blur during hand movements, and a few moments exhibit slight color or exposure inconsistencies. Lighting remains warm and largely consistent, though not perfectly uniform across all shots. The sequence remains coherent, with no major distortions or abrupt changes, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a woman in a blue silk cheongsam, seated at a dark, polished table, with warm light and a carved window, and the presence of an antique box. The close-up framing and the slow, deliberate hand gestures align with the described mood. Minor deviations exist in exact pose timing and some fine-grained details, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Hand interactions with the box are generally plausible, and lighting/shadows support depth. However, there are occasional small mismatches in finger placement and subtle timing of motions that prevent perfect realism. Overall, the scene remains believable and coherent, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.3125,
+ "TA": 3.8125,
+ "MQ": 3.09375,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a close-up sequence where a woman in a deep lake-blue silk cheongsam sits at a dark, polished rosewood table. Soft afternoon light streams through a carved wooden window, highlighting the embroidery on her dress while she interacts with an antique rosewood box. The scene aims for a classical, quiet atmosphere with deliberate, ritual-like hand movements.\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 show mild motion blur during hand movements, and a few moments exhibit slight color or exposure inconsistencies. Lighting remains warm and largely consistent, though not perfectly uniform across all shots. The sequence remains coherent, with no major distortions or abrupt changes, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a woman in a blue silk cheongsam, seated at a dark, polished table, with warm light and a carved window, and the presence of an antique box. The close-up framing and the slow, deliberate hand gestures align with the described mood. Minor deviations exist in exact pose timing and some fine-grained details, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Hand interactions with the box are generally plausible, and lighting/shadows support depth. However, there are occasional small mismatches in finger placement and subtle timing of motions that prevent perfect realism. Overall, the scene remains believable and coherent, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_4/index_tensor([5581, 5581])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_4/index_tensor([5581, 5581])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..45edae25bcc82b7f4eae6190b3b4b92f3272243a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_4/index_tensor([5581, 5581])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, extreme close-up meticulously depicts the face of a young woman, her expression filled with pure, silent awe. Her long, lustrous black hair, elegantly pulled back and tied with a vibrant red satin ribbon, creates a warm and striking contrast to the cool tones of the scene. The sole source of illumination is the spectacular meteor shower, whose ethereal, shimmering light delicately dances across her features, casting a series of fleeting silver highlights across her smooth skin. Her large, dark eyes, sparkling with unshed tears of wonder, act like perfect mirrors of the celestial display above; within their liquid depths, each meteor is reflected as a bright, fleeting flash of light, flaring and fading in an instant. Her lips, slightly parted as if in a silent gasp, her brows gently raised, capture a profoundly intimate and magical moment of connection with the universe, all rendered with an elegant and refined style that emphasizes the scene's serene and wondrous atmosphere.",
+ "seed": 33175,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_4/index_5581_seed_33175_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": 3.703125,
+ "video_score2_ta": 3.53125,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 10.375,
+ "avg": 10.375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up meticulously depicts the face of a young woman, her expression filled with pure, silent awe. Her long, lustrous black hair, elegantly pulled back and tied with a vibrant red satin ribbon, creates a warm and striking contrast to the cool tones of the scene. The sole source of illumination is the spectacular meteor shower, whose ethereal, shimmering light delicately dances across her features, casting a series of fleeting silver highlights across her smooth skin. Her large, dark eyes, sparkling with unshed tears of wonder, act like perfect mirrors of the celestial display above; within their liquid depths, each meteor is reflected as a bright, fleeting flash of light, flaring and fading in an instant. Her lips, slightly parted as if in a silent gasp, her brows gently raised, capture a profoundly intimate and magical moment of connection with the universe, all rendered with an elegant and refined style that emphasizes the scene's serene and wondrous atmosphere.",
+ "token_credit_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 static, extreme close-up of a young woman with long black hair pulled back and tied with a vibrant red satin ribbon. The scene features a meteor shower as the sole illumination, with ethereal light dancing across her features and a serene, wondrous mood. In practice, the video presents a close-up with the key elements present (hair, ribbon, and a calm expression), but the dramatic lighting and the celestial effects are not realized. The alignment is partial: several atmospheric and lighting cues from the prompt are missing or understated, resulting in a moderate level of fidelity overall.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear facial details, with consistent rendering across shots. However, the sequence reads as relatively static, with limited motion between frames, which reduces perceived dynamism. There are no obvious distortions or artifacts, and the subject remains well-defined. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nMost core elements from the prompt are present (young woman, long black hair, red ribbon, close-up framing). Yet the extreme lighting dynamics and the meteor shower described in the prompt are not realized; the scene relies on ambient lighting rather than the dramatic celestial illumination. The alignment is therefore moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, lighting behavior, and spatial relationships, with no evident physical inconsistencies. The static presentation does not introduce any logical contradictions, so overall physical/common-sense consistency remains at a moderate level (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.703125,
+ "TA": 3.53125,
+ "MQ": 3.140625,
+ "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 static, extreme close-up of a young woman with long black hair pulled back and tied with a vibrant red satin ribbon. The scene features a meteor shower as the sole illumination, with ethereal light dancing across her features and a serene, wondrous mood. In practice, the video presents a close-up with the key elements present (hair, ribbon, and a calm expression), but the dramatic lighting and the celestial effects are not realized. The alignment is partial: several atmospheric and lighting cues from the prompt are missing or understated, resulting in a moderate level of fidelity overall.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear facial details, with consistent rendering across shots. However, the sequence reads as relatively static, with limited motion between frames, which reduces perceived dynamism. There are no obvious distortions or artifacts, and the subject remains well-defined. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nMost core elements from the prompt are present (young woman, long black hair, red ribbon, close-up framing). Yet the extreme lighting dynamics and the meteor shower described in the prompt are not realized; the scene relies on ambient lighting rather than the dramatic celestial illumination. The alignment is therefore moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, lighting behavior, and spatial relationships, with no evident physical inconsistencies. The static presentation does not introduce any logical contradictions, so overall physical/common-sense consistency remains at a moderate level (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, extreme close-up meticulously depicts the face of a young woman, her expression filled with pure, silent awe. Her long, lustrous black hair, elegantly pulled back and tied with a vibrant red satin ribbon, creates a warm and striking contrast to the cool tones of the scene. The sole source of illumination is the spectacular meteor shower, whose ethereal, shimmering light delicately dances across her features, casting a series of fleeting silver highlights across her smooth skin. Her large, dark eyes, sparkling with unshed tears of wonder, act like perfect mirrors of the celestial display above; within their liquid depths, each meteor is reflected as a bright, fleeting flash of light, flaring and fading in an instant. Her lips, slightly parted as if in a silent gasp, her brows gently raised, capture a profoundly intimate and magical moment of connection with the universe, all rendered with an elegant and refined style that emphasizes the scene's serene and wondrous atmosphere.",
+ "seed": 33176,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_4/index_5581_seed_33176_dp_8_rank_16_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.515625,
+ "video_score2_ta": 3.328125,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 10.0,
+ "avg": 10.0,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, extreme close-up meticulously depicts the face of a young woman, her expression filled with pure, silent awe. Her long, lustrous black hair, elegantly pulled back and tied with a vibrant red satin ribbon, creates a warm and striking contrast to the cool tones of the scene. The sole source of illumination is the spectacular meteor shower, whose ethereal, shimmering light delicately dances across her features, casting a series of fleeting silver highlights across her smooth skin. Her large, dark eyes, sparkling with unshed tears of wonder, act like perfect mirrors of the celestial display above; within their liquid depths, each meteor is reflected as a bright, fleeting flash of light, flaring and fading in an instant. Her lips, slightly parted as if in a silent gasp, her brows gently raised, capture a profoundly intimate and magical moment of connection with the universe, all rendered with an elegant and refined style that emphasizes the scene's serene and wondrous atmosphere.",
+ "token_credit_reward": 10.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a young woman with long black hair tied with a vibrant red ribbon, illuminated by a meteor shower, featuring a serene and wondrous mood. The video largely follows this setup but does not fully realize the described ethereal lighting or the precise emotional depth. Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear facial details, with consistent lighting and stable composition. However, the sequence feels relatively static with limited motion between frames, giving a sense of low dynamism. There are no obvious distortions or artifacts, and the rendering remains coherent throughout. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nMost elements from the prompt are present (young woman, long black hair, red ribbon, close-up framing, and a serene mood). Yet the key atmospheric component—the spectacular meteor shower and its ethereal illumination—is not convincingly realized. The lighting reads more as standard ambient illumination rather than the described celestial effects, resulting in a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, lighting behavior, and material properties, with no evident physical inconsistencies. The static nature reduces perceived realism somewhat, but there are no major violations of common-sense expectations. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.515625,
+ "TA": 3.328125,
+ "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 static, extreme close-up of a young woman with long black hair tied with a vibrant red ribbon, illuminated by a meteor shower, featuring a serene and wondrous mood. The video largely follows this setup but does not fully realize the described ethereal lighting or the precise emotional depth. Overall, the alignment with the prompt is moderate rather than exact.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear facial details, with consistent lighting and stable composition. However, the sequence feels relatively static with limited motion between frames, giving a sense of low dynamism. There are no obvious distortions or artifacts, and the rendering remains coherent throughout. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nMost elements from the prompt are present (young woman, long black hair, red ribbon, close-up framing, and a serene mood). Yet the key atmospheric component—the spectacular meteor shower and its ethereal illumination—is not convincingly realized. The lighting reads more as standard ambient illumination rather than the described celestial effects, resulting in a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, lighting behavior, and material properties, with no evident physical inconsistencies. The static nature reduces perceived realism somewhat, but there are no major violations of common-sense expectations. 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": 33177,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_4/index_5581_seed_33177_dp_9_rank_18_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.78125,
+ "video_score2_ta": 3.828125,
+ "video_score2_mq": 3.9375,
+ "video_score2_overall": 11.5625,
+ "avg": 11.546875,
+ "reward_records": [
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+ "question": "static, extreme close-up meticulously depicts the face of a young woman, her expression filled with pure, silent awe. Her long, lustrous black hair, elegantly pulled back and tied with a vibrant red satin ribbon, creates a warm and striking contrast to the cool tones of the scene. The sole source of illumination is the spectacular meteor shower, whose ethereal, shimmering light delicately dances across her features, casting a series of fleeting silver highlights across her smooth skin. Her large, dark eyes, sparkling with unshed tears of wonder, act like perfect mirrors of the celestial display above; within their liquid depths, each meteor is reflected as a bright, fleeting flash of light, flaring and fading in an instant. Her lips, slightly parted as if in a silent gasp, her brows gently raised, capture a profoundly intimate and magical moment of connection with the universe, all rendered with an elegant and refined style that emphasizes the scene's serene and wondrous atmosphere.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a young woman with long black hair elegantly pulled back and tied with a vibrant red satin ribbon. The scene features a meteor shower as the sole illumination, with ethereal light dancing across her features and a serene, wondrous mood. In practice, the video presents a close-up with similar styling, but the central emotional cue — pure, silent awe — is not convincingly realized. The eyes do not consistently convey the described sparkle or depth, and the overall expression reads more neutral than amazed. The alignment to the prompt is therefore moderate rather than strong.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The resolution is clear, lighting remains consistent, and there are no obvious distortions or artifacts. The imagery is clean and well-rendered, with good detail in the face and hair. However, it does not reach the highest level of polish or cinematic refinement, which aligns with a high-but-not-perfect Visual Quality score.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. While several elements (close-up framing, hair styling, and the presence of a red ribbon) are present, the core emotional intent — pure, silent awe — is not effectively conveyed. The eyes lack the described sparkle, and the overall expression does not convincingly match the prompt’s emphasis on profound astonishment. The alignment is therefore moderate, reflecting partial fulfillment of the creative vision.\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent anatomy, lighting, and material behavior. Hair, skin, and fabric respond plausibly to the lighting, and there are no obvious physical inconsistencies. The depiction adheres to common-sense expectations, supporting a high level of physical consistency.\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": 3.78125,
+ "TA": 3.828125,
+ "MQ": 3.9375,
+ "Overall": 11.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a young woman with long black hair elegantly pulled back and tied with a vibrant red satin ribbon. The scene features a meteor shower as the sole illumination, with ethereal light dancing across her features and a serene, wondrous mood. In practice, the video presents a close-up with similar styling, but the central emotional cue — pure, silent awe — is not convincingly realized. The eyes do not consistently convey the described sparkle or depth, and the overall expression reads more neutral than amazed. The alignment to the prompt is therefore moderate rather than strong.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The resolution is clear, lighting remains consistent, and there are no obvious distortions or artifacts. The imagery is clean and well-rendered, with good detail in the face and hair. However, it does not reach the highest level of polish or cinematic refinement, which aligns with a high-but-not-perfect Visual Quality score.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the video. While several elements (close-up framing, hair styling, and the presence of a red ribbon) are present, the core emotional intent — pure, silent awe — is not effectively conveyed. The eyes lack the described sparkle, and the overall expression does not convincingly match the prompt’s emphasis on profound astonishment. The alignment is therefore moderate, reflecting partial fulfillment of the creative vision.\n\nPhysical Consistency / Common-sense:\nThe scene maintains coherent anatomy, lighting, and material behavior. Hair, skin, and fabric respond plausibly to the lighting, and there are no obvious physical inconsistencies. The depiction adheres to common-sense expectations, supporting a high level of physical consistency.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "static, extreme close-up meticulously depicts the face of a young woman, her expression filled with pure, silent awe. Her long, lustrous black hair, elegantly pulled back and tied with a vibrant red satin ribbon, creates a warm and striking contrast to the cool tones of the scene. The sole source of illumination is the spectacular meteor shower, whose ethereal, shimmering light delicately dances across her features, casting a series of fleeting silver highlights across her smooth skin. Her large, dark eyes, sparkling with unshed tears of wonder, act like perfect mirrors of the celestial display above; within their liquid depths, each meteor is reflected as a bright, fleeting flash of light, flaring and fading in an instant. Her lips, slightly parted as if in a silent gasp, her brows gently raised, capture a profoundly intimate and magical moment of connection with the universe, all rendered with an elegant and refined style that emphasizes the scene's serene and wondrous atmosphere.",
+ "seed": 33178,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_4/index_5581_seed_33178_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": 3.75,
+ "video_score2_ta": 3.4375,
+ "video_score2_mq": 3.4375,
+ "video_score2_overall": 10.625,
+ "avg": 10.625,
+ "reward_records": [
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a young woman with long black hair adorned with a vibrant red satin ribbon, illuminated by a spectacular meteor shower. The scene aims for a serene, wondrous mood with ethereal lighting and reflective eyes.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear facial details, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains stable with no major distortions, though it does not reach high-end polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). Key elements—extreme close-up, long black hair, red ribbon, and visible meteors—are present. However, some nuanced aspects such as the exact ribbon placement and the depth of the celestial reflections are not perfectly matched, leaving room for minor deviations.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The facial structure and tear dynamics appear plausible, and the lighting interaction with the skin is believable. Yet, the integration of the meteor effects and their reflection within the eyes is stylized rather than physically exact, introducing mild inconsistencies in realism.\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3. The revised assessment aligns with these values, acknowledging moderate visual quality, strong alignment with 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": 3.75,
+ "TA": 3.4375,
+ "MQ": 3.4375,
+ "Overall": 10.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, extreme close-up of a young woman with long black hair adorned with a vibrant red satin ribbon, illuminated by a spectacular meteor shower. The scene aims for a serene, wondrous mood with ethereal lighting and reflective eyes.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear facial details, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. The sequence remains stable with no major distortions, though it does not reach high-end polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). Key elements—extreme close-up, long black hair, red ribbon, and visible meteors—are present. However, some nuanced aspects such as the exact ribbon placement and the depth of the celestial reflections are not perfectly matched, leaving room for minor deviations.\n\nPhysical Consistency Assessment:\nPhysical consistency is moderate (score 3). The facial structure and tear dynamics appear plausible, and the lighting interaction with the skin is believable. Yet, the integration of the meteor effects and their reflection within the eyes is stylized rather than physically exact, introducing mild inconsistencies in realism.\n\nScoring Considerations:\nGround-truth scores indicate Visual Quality 3, Text-to-Video Alignment 4, and Physical Consistency 3. The revised assessment aligns with these values, acknowledging moderate visual quality, strong alignment with 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_5/index_tensor([5366, 5366])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_5/index_tensor([5366, 5366])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0862dc5b04e3c2acd89151138190db7d5e7d7d9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_5/index_tensor([5366, 5366])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, medium shot, shot from a level angle, quietly focuses on a corner of an antique, dark-wood bookshelf. On the central shelf, a thick, ancient tome lies flat. Its dark brown, hard leather cover, frayed at the edges and adorned with faded gilt patterns on the spine, reveals a sense of age and wear. A warm, concentrated beam of light slants down from the right side of the frame, illuminating the book perfectly, making even the finest dust particles in the air visible while casting deep shadows across the depths of the shelf. Without any external force, the book's yellowed, slightly rough-edged parchment pages turn one by one in a steady and leisurely rhythm. Each leaf traces a light arc through the air before silently dropping to the other side, as if gently manipulated by an invisible hand. The entire scene exudes a profound tranquility. The warm tones of light and shadow combine with the uncanny, autonomous turning of the pages to create a magical atmosphere imbued with mystery and a sense of time.",
+ "seed": 25979,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_5/index_5366_seed_25979_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": 3.40625,
+ "video_score2_ta": 3.0625,
+ "video_score2_mq": 3.890625,
+ "video_score2_overall": 10.375,
+ "avg": 10.359375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, medium shot, shot from a level angle, quietly focuses on a corner of an antique, dark-wood bookshelf. On the central shelf, a thick, ancient tome lies flat. Its dark brown, hard leather cover, frayed at the edges and adorned with faded gilt patterns on the spine, reveals a sense of age and wear. A warm, concentrated beam of light slants down from the right side of the frame, illuminating the book perfectly, making even the finest dust particles in the air visible while casting deep shadows across the depths of the shelf. Without any external force, the book's yellowed, slightly rough-edged parchment pages turn one by one in a steady and leisurely rhythm. Each leaf traces a light arc through the air before silently dropping to the other side, as if gently manipulated by an invisible hand. The entire scene exudes a profound tranquility. The warm tones of light and shadow combine with the uncanny, autonomous turning of the pages to create a magical atmosphere imbued with mystery and a sense of time.",
+ "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 static, medium shot from a level angle focusing on a corner of an antique, dark-wood bookshelf. It specifies a thick, ancient tome lying flat with a dark brown, hard leather cover, frayed edges, and faded gilt patterns on the spine. A warm, concentrated beam of light slants down from the right, illuminating the book and creating visible dust particles while casting deep shadows. The scene should show pages turning without external force, with each leaf tracing a light arc through the air before dropping, conveying a magical atmosphere of time passing.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The resolution is adequate and lighting remains warm and directional, producing convincing shadows. The book texture and aged paper are believable, and the camera angle stays consistent. However, there are minor imperfections: occasional slight softness or compression artifacts, and a few frames where motion blur or subtle color shifts reduce peak sharpness. These small issues keep the score at 4 rather than perfect 5.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall. The scene matches the core elements: a static, level-angle shot; a dark-wood bookshelf corner; a thick, aged book with a dark leather cover and visible wear; warm lighting; and the implied page-turning motion. Some fine-grained details (e.g., exact edge fraying, legibility of faint text, or the precise arc of every page) are not fully realized, but they do not significantly detract from the overall correspondence. The alignment is consistent with a score of 4.\n\nPhysical/Common-sense Consistency:\nThe sequence generally adheres to plausible physical behavior: gravity-driven page turns, gentle arcs, and coherent lighting/shadow interactions. There are no glaring violations of common-sense physics. Nevertheless, there are minor inconsistencies in timing and the subtler dynamics of page motion that prevent a perfect 5, aligning with a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.40625,
+ "TA": 3.0625,
+ "MQ": 3.890625,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, medium shot from a level angle focusing on a corner of an antique, dark-wood bookshelf. It specifies a thick, ancient tome lying flat with a dark brown, hard leather cover, frayed edges, and faded gilt patterns on the spine. A warm, concentrated beam of light slants down from the right, illuminating the book and creating visible dust particles while casting deep shadows. The scene should show pages turning without external force, with each leaf tracing a light arc through the air before dropping, conveying a magical atmosphere of time passing.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not flawless. The resolution is adequate and lighting remains warm and directional, producing convincing shadows. The book texture and aged paper are believable, and the camera angle stays consistent. However, there are minor imperfections: occasional slight softness or compression artifacts, and a few frames where motion blur or subtle color shifts reduce peak sharpness. These small issues keep the score at 4 rather than perfect 5.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall. The scene matches the core elements: a static, level-angle shot; a dark-wood bookshelf corner; a thick, aged book with a dark leather cover and visible wear; warm lighting; and the implied page-turning motion. Some fine-grained details (e.g., exact edge fraying, legibility of faint text, or the precise arc of every page) are not fully realized, but they do not significantly detract from the overall correspondence. The alignment is consistent with a score of 4.\n\nPhysical/Common-sense Consistency:\nThe sequence generally adheres to plausible physical behavior: gravity-driven page turns, gentle arcs, and coherent lighting/shadow interactions. There are no glaring violations of common-sense physics. Nevertheless, there are minor inconsistencies in timing and the subtler dynamics of page motion that prevent a perfect 5, aligning with a score of 4.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 4; Physical/Common-sense Consistency 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "static, medium shot, shot from a level angle, quietly focuses on a corner of an antique, dark-wood bookshelf. On the central shelf, a thick, ancient tome lies flat. Its dark brown, hard leather cover, frayed at the edges and adorned with faded gilt patterns on the spine, reveals a sense of age and wear. A warm, concentrated beam of light slants down from the right side of the frame, illuminating the book perfectly, making even the finest dust particles in the air visible while casting deep shadows across the depths of the shelf. Without any external force, the book's yellowed, slightly rough-edged parchment pages turn one by one in a steady and leisurely rhythm. Each leaf traces a light arc through the air before silently dropping to the other side, as if gently manipulated by an invisible hand. The entire scene exudes a profound tranquility. The warm tones of light and shadow combine with the uncanny, autonomous turning of the pages to create a magical atmosphere imbued with mystery and a sense of time.",
+ "seed": 25980,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_5/index_5366_seed_25980_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": 3.515625,
+ "video_score2_ta": 1.9453125,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 8.4375,
+ "avg": 8.4140625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "static, medium shot, shot from a level angle, quietly focuses on a corner of an antique, dark-wood bookshelf. On the central shelf, a thick, ancient tome lies flat. Its dark brown, hard leather cover, frayed at the edges and adorned with faded gilt patterns on the spine, reveals a sense of age and wear. A warm, concentrated beam of light slants down from the right side of the frame, illuminating the book perfectly, making even the finest dust particles in the air visible while casting deep shadows across the depths of the shelf. Without any external force, the book's yellowed, slightly rough-edged parchment pages turn one by one in a steady and leisurely rhythm. Each leaf traces a light arc through the air before silently dropping to the other side, as if gently manipulated by an invisible hand. The entire scene exudes a profound tranquility. The warm tones of light and shadow combine with the uncanny, autonomous turning of the pages to create a magical atmosphere imbued with mystery and a sense of time.",
+ "token_credit_reward": 8.4375,
+ "selected_reward": 8.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, medium-shot scene focused on a corner of an antique, dark-wood bookshelf. It specifies a thick, ancient tome lying flat with a dark brown, hard leather cover, frayed edges, and faded gilt patterns on the spine. A warm, concentrated beam of light slants down from the right, illuminating the book and creating depth. The scene should show pages turning without external force, with each leaf tracing a light arc through the air before settling, conveying a magical atmosphere of time passing.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, with clear details on the book pages and binding, and warm lighting that yields pleasant contrast. The depth-of-field effect separating the book from the background is present, 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 Analysis:\nThe video captures several elements described in the prompt—static framing, a level angle, and a focus on the book with warm lighting. However, key aspects are missing or underrepresented: there is no clearly visible antique bookshelf corner, and the prominent features such as the leather cover texture, fraying, and visible gilded patterns are not clearly shown. The most significant gap is the absence of the page-turning motion, which is central to the prompt; instead, the pages appear largely static. Consequently, Text-to-Video Alignment is limited (score 2).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the book rests naturally on a surface, lighting and shadows behave consistently, and the binding and page structure look believable. There are no evident violations of basic physics or common-sense expectations. The lack of motion does not introduce physical inconsistencies, so overall Physical Consistency remains moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.515625,
+ "TA": 1.9453125,
+ "MQ": 2.953125,
+ "Overall": 8.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, medium-shot scene focused on a corner of an antique, dark-wood bookshelf. It specifies a thick, ancient tome lying flat with a dark brown, hard leather cover, frayed edges, and faded gilt patterns on the spine. A warm, concentrated beam of light slants down from the right, illuminating the book and creating depth. The scene should show pages turning without external force, with each leaf tracing a light arc through the air before settling, conveying a magical atmosphere of time passing.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, with clear details on the book pages and binding, and warm lighting that yields pleasant contrast. The depth-of-field effect separating the book from the background is present, 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 Analysis:\nThe video captures several elements described in the prompt—static framing, a level angle, and a focus on the book with warm lighting. However, key aspects are missing or underrepresented: there is no clearly visible antique bookshelf corner, and the prominent features such as the leather cover texture, fraying, and visible gilded patterns are not clearly shown. The most significant gap is the absence of the page-turning motion, which is central to the prompt; instead, the pages appear largely static. Consequently, Text-to-Video Alignment is limited (score 2).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the book rests naturally on a surface, lighting and shadows behave consistently, and the binding and page structure look believable. There are no evident violations of basic physics or common-sense expectations. The lack of motion does not introduce physical inconsistencies, so overall Physical Consistency remains moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, medium shot, shot from a level angle, quietly focuses on a corner of an antique, dark-wood bookshelf. On the central shelf, a thick, ancient tome lies flat. Its dark brown, hard leather cover, frayed at the edges and adorned with faded gilt patterns on the spine, reveals a sense of age and wear. A warm, concentrated beam of light slants down from the right side of the frame, illuminating the book perfectly, making even the finest dust particles in the air visible while casting deep shadows across the depths of the shelf. Without any external force, the book's yellowed, slightly rough-edged parchment pages turn one by one in a steady and leisurely rhythm. Each leaf traces a light arc through the air before silently dropping to the other side, as if gently manipulated by an invisible hand. The entire scene exudes a profound tranquility. The warm tones of light and shadow combine with the uncanny, autonomous turning of the pages to create a magical atmosphere imbued with mystery and a sense of time.",
+ "seed": 25981,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_5/index_5366_seed_25981_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.578125,
+ "video_score2_ta": 2.109375,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.75,
+ "avg": 8.71875,
+ "reward_records": [
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+ "question": "static, medium shot, shot from a level angle, quietly focuses on a corner of an antique, dark-wood bookshelf. On the central shelf, a thick, ancient tome lies flat. Its dark brown, hard leather cover, frayed at the edges and adorned with faded gilt patterns on the spine, reveals a sense of age and wear. A warm, concentrated beam of light slants down from the right side of the frame, illuminating the book perfectly, making even the finest dust particles in the air visible while casting deep shadows across the depths of the shelf. Without any external force, the book's yellowed, slightly rough-edged parchment pages turn one by one in a steady and leisurely rhythm. Each leaf traces a light arc through the air before silently dropping to the other side, as if gently manipulated by an invisible hand. The entire scene exudes a profound tranquility. The warm tones of light and shadow combine with the uncanny, autonomous turning of the pages to create a magical atmosphere imbued with mystery and a sense of time.",
+ "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, medium-shot view from a level angle focusing on a corner of an antique, dark-wood bookshelf. It specifies a thick, ancient tome lying flat with a dark brown, hard leather cover that is frayed at the edges and adorned with faded gilt patterns on the spine. A warm, concentrated beam of light slants down from the right, illuminating the book and revealing fine details. The scene should show pages turning without external force, with each leaf tracing a light arc through the air before settling, creating a magical atmosphere of time passing.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and lighting remains warm and consistent, with clear detail on the book and shelf textures. The camera angle stays level and the framing is stable, 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 Analysis:\nThe video captures several elements described in the prompt—static framing, level angle, and a focus on a book on a shelf with warm illumination. However, key aspects are underrepresented: the leather cover details are not clearly visible, the prominent page-turning action is absent, and the magical, time-passing atmosphere is not convincingly conveyed. Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the book rests naturally on the shelf, lighting and shadows behave consistently, and there are no obvious physics violations. The lack of dynamic page movement does not introduce physical inconsistencies; it simply reflects a static capture. 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": 3.578125,
+ "TA": 2.109375,
+ "MQ": 3.03125,
+ "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, medium-shot view from a level angle focusing on a corner of an antique, dark-wood bookshelf. It specifies a thick, ancient tome lying flat with a dark brown, hard leather cover that is frayed at the edges and adorned with faded gilt patterns on the spine. A warm, concentrated beam of light slants down from the right, illuminating the book and revealing fine details. The scene should show pages turning without external force, with each leaf tracing a light arc through the air before settling, creating a magical atmosphere of time passing.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and lighting remains warm and consistent, with clear detail on the book and shelf textures. The camera angle stays level and the framing is stable, 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 Analysis:\nThe video captures several elements described in the prompt—static framing, level angle, and a focus on a book on a shelf with warm illumination. However, key aspects are underrepresented: the leather cover details are not clearly visible, the prominent page-turning action is absent, and the magical, time-passing atmosphere is not convincingly conveyed. Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the book rests naturally on the shelf, lighting and shadows behave consistently, and there are no obvious physics violations. The lack of dynamic page movement does not introduce physical inconsistencies; it simply reflects a static capture. Overall, Physical/Common-sense Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 25982,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_5/index_5366_seed_25982_dp_11_rank_22_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.578125,
+ "video_score2_ta": 1.90625,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.5,
+ "avg": 8.515625,
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+ "question_id": "videoscore2_overall",
+ "question": "static, medium shot, shot from a level angle, quietly focuses on a corner of an antique, dark-wood bookshelf. On the central shelf, a thick, ancient tome lies flat. Its dark brown, hard leather cover, frayed at the edges and adorned with faded gilt patterns on the spine, reveals a sense of age and wear. A warm, concentrated beam of light slants down from the right side of the frame, illuminating the book perfectly, making even the finest dust particles in the air visible while casting deep shadows across the depths of the shelf. Without any external force, the book's yellowed, slightly rough-edged parchment pages turn one by one in a steady and leisurely rhythm. Each leaf traces a light arc through the air before silently dropping to the other side, as if gently manipulated by an invisible hand. The entire scene exudes a profound tranquility. The warm tones of light and shadow combine with the uncanny, autonomous turning of the pages to create a magical atmosphere imbued with mystery and a sense of time.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
+ 2,
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, medium shot from a level angle focusing on a corner of an antique, dark-wood bookshelf. It specifies a thick, ancient tome lying flat with a dark brown, hard leather cover, frayed edges, and faded gilt patterns on the spine. A warm, concentrated beam of light slants down from the right, illuminating the book and revealing dust particles in the air while casting deep shadows. The scene should show pages turning without external force, with each leaf tracing a light arc through the air before dropping to the other side, creating a magical atmosphere of time passing.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and details such as page texture and binding are discernible, with warm lighting that enhances depth. The focus remains reasonably sharp on the book, and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited motion between frames, which reduces perceived dynamism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt, including a static, medium-shot perspective and a level angle, with a book present and warm illumination. However, key aspects are underrepresented: the book does not clearly lie flat on a shelf, the leather cover details are not clearly visible, and the anticipated page-turning motion is absent. The result is a partial alignment with the prompt, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the book rests on a surface with believable shadows and lighting, and the page textures appear authentic. The lack of motion does not introduce obvious physical inconsistencies; it simply reflects a static capture. Overall, Physical Consistency is moderate (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.578125,
+ "TA": 1.90625,
+ "MQ": 3.03125,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, medium shot from a level angle focusing on a corner of an antique, dark-wood bookshelf. It specifies a thick, ancient tome lying flat with a dark brown, hard leather cover, frayed edges, and faded gilt patterns on the spine. A warm, concentrated beam of light slants down from the right, illuminating the book and revealing dust particles in the air while casting deep shadows. The scene should show pages turning without external force, with each leaf tracing a light arc through the air before dropping to the other side, creating a magical atmosphere of time passing.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and details such as page texture and binding are discernible, with warm lighting that enhances depth. The focus remains reasonably sharp on the book, and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited motion between frames, which reduces perceived dynamism. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt, including a static, medium-shot perspective and a level angle, with a book present and warm illumination. However, key aspects are underrepresented: the book does not clearly lie flat on a shelf, the leather cover details are not clearly visible, and the anticipated page-turning motion is absent. The result is a partial alignment with the prompt, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical properties: the book rests on a surface with believable shadows and lighting, and the page textures appear authentic. The lack of motion does not introduce obvious physical inconsistencies; it simply reflects a static capture. 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_6/index_tensor([6496, 6496])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_6/index_tensor([6496, 6496])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..423ac8faf114a6ce37fd25677bb77b29c805606a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_6/index_tensor([6496, 6496])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slow and graceful shot, beginning from a slightly upward angle, tilts slightly upward and pans to the right, slowly sweeping across an open pavilion imbued with a fantastical oriental aesthetic. The pavilion is constructed of dark polished sandalwood, with arched eaves and carved pillars adorned with lifelike dragon motifs. A middle-aged craftsman in a deep teal linen robe bends over a rustic wooden workbench. His long, jet-black hair is tied back with a simple wooden hairpin, a few strands of silver dangling at his temples, and his brows betray a look of intense concentration. As the camera pans, the focus first falls on his focused profile, then shifts to his right hand, which steadily grips a fine wolf-hair brush, the tip saturated with ink, carefully moving it across a rectangular pillow made of moon-white brocade. Here, the camera slows down to capture a close-up of the pillow's details: With a slight twist of his wrist, the outline of a precipitous mountain gradually emerges, bringing the pine trees and drifting clouds within to life. The still-wet ink creates a delicate sheen on the silky surface. A soft, golden morning light slants in through the openwork window on the pavilion's east side, casting dappled shadows in the air, illuminating the dancing dust particles and rendering the mist-shrouded, suspended mountains and the emerald lotus pond outside the pavilion dreamlike. The entire scene, bathed in warm light, is permeated with an almost sacred sense of tranquility and creative concentration, imbued with the poetic and magical qualities of classical Eastern art.",
+ "seed": 7877,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_6/index_6496_seed_7877_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.078125,
+ "video_score2_ta": 3.0,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 8.3125,
+ "avg": 8.3125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, graceful shot that begins with a slightly upward angle, tilting upward and panning to the right across an open pavilion with a fantastical oriental aesthetic. The pavilion features dark polished sandalwood, arched eaves, and carved pillars with dragon motifs. A middle-aged craftsman in a deep teal linen robe bends over a rustic wooden workbench. His long, jet-black hair is tied back with a simple wooden hairpin, with strands of silver at the temple, and his brows show intense concentration. The camera pans, focusing first on his profile, then on his right hand gripping a fine wolf-hair brush, moving it across a rectangular pillow made of moon-white brocade. The scene should show a slight twist of the wrist revealing a mountain motif emerging, with pine trees and drifting clouds, wet ink creating a delicate sheen, and warm golden morning light casting dappled shadows, with misty mountains and an emerald lotus pond outside the pavilion, all conveying a tranquil, almost sacred mood.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild motion blur during the pan, occasional color inconsistencies, and minor compression artifacts. Lighting remains warm and atmospheric, yet not consistently balanced across all shots. The sequence 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). The video captures the core elements: a craftsman in a teal robe, a wooden workbench, a hairpin, a wolf-hair brush, and a moon-white brocade pillow; the camera pans and close-ups align with the described progression. The scene conveys the intended mood and setting, though a few specific details (e.g., exact material textures or precise decorative motifs) may be simplified or less distinct. The result closely follows the prompt while maintaining some artistic interpretation.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movements and tool handling appear plausible, and the workspace logic is generally coherent. However, there are minor inconsistencies in lighting direction, perspective shifts, and subtle interactions between objects that prevent a higher score. Overall, the scene remains believable and internally consistent, but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.078125,
+ "TA": 3.0,
+ "MQ": 3.234375,
+ "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 slow, graceful shot that begins with a slightly upward angle, tilting upward and panning to the right across an open pavilion with a fantastical oriental aesthetic. The pavilion features dark polished sandalwood, arched eaves, and carved pillars with dragon motifs. A middle-aged craftsman in a deep teal linen robe bends over a rustic wooden workbench. His long, jet-black hair is tied back with a simple wooden hairpin, with strands of silver at the temple, and his brows show intense concentration. The camera pans, focusing first on his profile, then on his right hand gripping a fine wolf-hair brush, moving it across a rectangular pillow made of moon-white brocade. The scene should show a slight twist of the wrist revealing a mountain motif emerging, with pine trees and drifting clouds, wet ink creating a delicate sheen, and warm golden morning light casting dappled shadows, with misty mountains and an emerald lotus pond outside the pavilion, all conveying a tranquil, almost sacred mood.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild motion blur during the pan, occasional color inconsistencies, and minor compression artifacts. Lighting remains warm and atmospheric, yet not consistently balanced across all shots. The sequence 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). The video captures the core elements: a craftsman in a teal robe, a wooden workbench, a hairpin, a wolf-hair brush, and a moon-white brocade pillow; the camera pans and close-ups align with the described progression. The scene conveys the intended mood and setting, though a few specific details (e.g., exact material textures or precise decorative motifs) may be simplified or less distinct. The result closely follows the prompt while maintaining some artistic interpretation.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movements and tool handling appear plausible, and the workspace logic is generally coherent. However, there are minor inconsistencies in lighting direction, perspective shifts, and subtle interactions between objects that prevent a higher score. Overall, the scene remains believable and internally consistent, 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": "slow and graceful shot, beginning from a slightly upward angle, tilts slightly upward and pans to the right, slowly sweeping across an open pavilion imbued with a fantastical oriental aesthetic. The pavilion is constructed of dark polished sandalwood, with arched eaves and carved pillars adorned with lifelike dragon motifs. A middle-aged craftsman in a deep teal linen robe bends over a rustic wooden workbench. His long, jet-black hair is tied back with a simple wooden hairpin, a few strands of silver dangling at his temples, and his brows betray a look of intense concentration. As the camera pans, the focus first falls on his focused profile, then shifts to his right hand, which steadily grips a fine wolf-hair brush, the tip saturated with ink, carefully moving it across a rectangular pillow made of moon-white brocade. Here, the camera slows down to capture a close-up of the pillow's details: With a slight twist of his wrist, the outline of a precipitous mountain gradually emerges, bringing the pine trees and drifting clouds within to life. The still-wet ink creates a delicate sheen on the silky surface. A soft, golden morning light slants in through the openwork window on the pavilion's east side, casting dappled shadows in the air, illuminating the dancing dust particles and rendering the mist-shrouded, suspended mountains and the emerald lotus pond outside the pavilion dreamlike. The entire scene, bathed in warm light, is permeated with an almost sacred sense of tranquility and creative concentration, imbued with the poetic and magical qualities of classical Eastern art.",
+ "seed": 7878,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_6/index_6496_seed_7878_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 1.7265625,
+ "video_score2_ta": 1.34375,
+ "video_score2_mq": 1.640625,
+ "video_score2_overall": 4.6875,
+ "avg": 4.7109375,
+ "reward_records": [
+ {
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+ "question": "slow and graceful shot, beginning from a slightly upward angle, tilts slightly upward and pans to the right, slowly sweeping across an open pavilion imbued with a fantastical oriental aesthetic. The pavilion is constructed of dark polished sandalwood, with arched eaves and carved pillars adorned with lifelike dragon motifs. A middle-aged craftsman in a deep teal linen robe bends over a rustic wooden workbench. His long, jet-black hair is tied back with a simple wooden hairpin, a few strands of silver dangling at his temples, and his brows betray a look of intense concentration. As the camera pans, the focus first falls on his focused profile, then shifts to his right hand, which steadily grips a fine wolf-hair brush, the tip saturated with ink, carefully moving it across a rectangular pillow made of moon-white brocade. Here, the camera slows down to capture a close-up of the pillow's details: With a slight twist of his wrist, the outline of a precipitous mountain gradually emerges, bringing the pine trees and drifting clouds within to life. The still-wet ink creates a delicate sheen on the silky surface. A soft, golden morning light slants in through the openwork window on the pavilion's east side, casting dappled shadows in the air, illuminating the dancing dust particles and rendering the mist-shrouded, suspended mountains and the emerald lotus pond outside the pavilion dreamlike. The entire scene, bathed in warm light, is permeated with an almost sacred sense of tranquility and creative concentration, imbued with the poetic and magical qualities of classical Eastern art.",
+ "token_credit_reward": 4.6875,
+ "selected_reward": 4.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a slow and graceful shot starting from a slightly upward angle, tilting upward and panning to the right across an open pavilion with a fantastical oriental aesthetic. The pavilion features dark polished sandalwood, arched eaves, and carved pillars with dragon motifs. A middle-aged craftsman in a deep teal linen robe bends over a rustic wooden workbench. His long, jet-black hair is tied back with a simple wooden hairpin, and his brows show intense concentration. The camera focuses on his profile, then his right hand gripping a fine wolf-hair brush, moving across a rectangular pillow made of moon-white brocade. The scene includes a slight twist of the wrist revealing a mountain motif emerging, with pine trees and drifting clouds, wet ink on the surface, warm golden morning light, and misty mountains and an emerald lotus pond outside the pavilion, all conveying a tranquil, almost sacred mood.\n\nVisual Quality Assessment:\nOverall, the video exhibits very low visual quality (score 1). The frames show pronounced compression artifacts, heavy noise, and frequent color banding that obscure details. There is noticeable frame-to-frame instability and inconsistent sharpness, with motion blur during camera movement. Lighting appears uneven and sometimes artificial, further diminishing clarity. While some elements remain identifiable, the overall image fidelity is poor and detracts from the intended artistic presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 2). The video captures several core aspects such as a craftsman at work, a brush, and a general sense of a traditional setting. However, key prompt details are not convincingly realized: the distinctive pavilion architecture and dragon-carved pillars are not clearly depicted, and the specific mountain motif emerging through the brush is not clearly demonstrated. The scene conveys a tranquil mood but does not fully realize the richly detailed prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 2). The craftsman’s posture and tool handling appear plausible, and the lighting remains broadly coherent. Yet there are subtle inconsistencies in depth cues, perspective, and object interactions that prevent a stronger sense of realism. Overall, the scene maintains basic coherence without fully convincing physical fidelity.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.7265625,
+ "TA": 1.34375,
+ "MQ": 1.640625,
+ "Overall": 4.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a slow and graceful shot starting from a slightly upward angle, tilting upward and panning to the right across an open pavilion with a fantastical oriental aesthetic. The pavilion features dark polished sandalwood, arched eaves, and carved pillars with dragon motifs. A middle-aged craftsman in a deep teal linen robe bends over a rustic wooden workbench. His long, jet-black hair is tied back with a simple wooden hairpin, and his brows show intense concentration. The camera focuses on his profile, then his right hand gripping a fine wolf-hair brush, moving across a rectangular pillow made of moon-white brocade. The scene includes a slight twist of the wrist revealing a mountain motif emerging, with pine trees and drifting clouds, wet ink on the surface, warm golden morning light, and misty mountains and an emerald lotus pond outside the pavilion, all conveying a tranquil, almost sacred mood.\n\nVisual Quality Assessment:\nOverall, the video exhibits very low visual quality (score 1). The frames show pronounced compression artifacts, heavy noise, and frequent color banding that obscure details. There is noticeable frame-to-frame instability and inconsistent sharpness, with motion blur during camera movement. Lighting appears uneven and sometimes artificial, further diminishing clarity. While some elements remain identifiable, the overall image fidelity is poor and detracts from the intended artistic presentation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 2). The video captures several core aspects such as a craftsman at work, a brush, and a general sense of a traditional setting. However, key prompt details are not convincingly realized: the distinctive pavilion architecture and dragon-carved pillars are not clearly depicted, and the specific mountain motif emerging through the brush is not clearly demonstrated. The scene conveys a tranquil mood but does not fully realize the richly detailed prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 2). The craftsman’s posture and tool handling appear plausible, and the lighting remains broadly coherent. Yet there are subtle inconsistencies in depth cues, perspective, and object interactions that prevent a stronger sense of realism. Overall, the scene maintains basic coherence without fully convincing physical fidelity.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "slow and graceful shot, beginning from a slightly upward angle, tilts slightly upward and pans to the right, slowly sweeping across an open pavilion imbued with a fantastical oriental aesthetic. The pavilion is constructed of dark polished sandalwood, with arched eaves and carved pillars adorned with lifelike dragon motifs. A middle-aged craftsman in a deep teal linen robe bends over a rustic wooden workbench. His long, jet-black hair is tied back with a simple wooden hairpin, a few strands of silver dangling at his temples, and his brows betray a look of intense concentration. As the camera pans, the focus first falls on his focused profile, then shifts to his right hand, which steadily grips a fine wolf-hair brush, the tip saturated with ink, carefully moving it across a rectangular pillow made of moon-white brocade. Here, the camera slows down to capture a close-up of the pillow's details: With a slight twist of his wrist, the outline of a precipitous mountain gradually emerges, bringing the pine trees and drifting clouds within to life. The still-wet ink creates a delicate sheen on the silky surface. A soft, golden morning light slants in through the openwork window on the pavilion's east side, casting dappled shadows in the air, illuminating the dancing dust particles and rendering the mist-shrouded, suspended mountains and the emerald lotus pond outside the pavilion dreamlike. The entire scene, bathed in warm light, is permeated with an almost sacred sense of tranquility and creative concentration, imbued with the poetic and magical qualities of classical Eastern art.",
+ "seed": 7879,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_6/index_6496_seed_7879_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.015625,
+ "video_score2_ta": 2.734375,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 7.71875,
+ "avg": 7.71875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow and graceful shot, beginning from a slightly upward angle, tilts slightly upward and pans to the right, slowly sweeping across an open pavilion imbued with a fantastical oriental aesthetic. The pavilion is constructed of dark polished sandalwood, with arched eaves and carved pillars adorned with lifelike dragon motifs. A middle-aged craftsman in a deep teal linen robe bends over a rustic wooden workbench. His long, jet-black hair is tied back with a simple wooden hairpin, a few strands of silver dangling at his temples, and his brows betray a look of intense concentration. As the camera pans, the focus first falls on his focused profile, then shifts to his right hand, which steadily grips a fine wolf-hair brush, the tip saturated with ink, carefully moving it across a rectangular pillow made of moon-white brocade. Here, the camera slows down to capture a close-up of the pillow's details: With a slight twist of his wrist, the outline of a precipitous mountain gradually emerges, bringing the pine trees and drifting clouds within to life. The still-wet ink creates a delicate sheen on the silky surface. A soft, golden morning light slants in through the openwork window on the pavilion's east side, casting dappled shadows in the air, illuminating the dancing dust particles and rendering the mist-shrouded, suspended mountains and the emerald lotus pond outside the pavilion dreamlike. The entire scene, bathed in warm light, is permeated with an almost sacred sense of tranquility and creative concentration, imbued with the poetic and magical qualities of classical Eastern art.",
+ "token_credit_reward": 7.71875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slow and graceful shot starting from a slightly upward angle, tilting upward and panning to the right across an open pavilion with a fantastical oriental aesthetic. The pavilion features dark polished sandalwood, arched eaves, and carved pillars with dragon motifs. A middle-aged craftsman in a deep teal linen robe bends over a rustic wooden workbench. His long, jet-black hair is tied back with a simple wooden hairpin, with strands of silver at the temple, and his brows show intense concentration. The camera pans, focusing first on his profile, then on his right hand gripping a fine wolf-hair brush, moving across a rectangular pillow made of moon-white brocade. The scene includes a slight twist of the wrist as the outline of a precipitous mountain gradually emerges, with pine trees and drifting clouds, wet ink creating a delicate sheen on the surface, and warm golden morning light through openwork windows, casting dappled shadows and a misty, dreamlike atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain reasonable clarity and color, but there are occasional softness and minor compression artifacts that prevent a high-fidelity look. Lighting remains warm and atmospheric, yet some frames exhibit uneven exposure or subtle color shifts. The sequence is generally stable with smooth transitions, though a few frames show slight motion blur during rapid hand movements. The result is acceptable but not exceptional, reflecting mid-range visual quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures several core elements such as the craftsman, the workbench, the brush, and the general mood, but key aspects of the prompt are underrepresented. The distinctive pavilion architecture described in the prompt is not clearly depicted; the setting reads more like a workshop than the specified architectural context. The specific technique of wet ink on brocade and the emergence of mountain outlines are not convincingly realized, and the overall composition does not fully embody the intended spatial relationships and artistic vision. Overall, the alignment is moderate rather than strong.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movements appear plausible and the tool handling is believable, but there are minor inconsistencies in scale, perspective, and lighting continuity across shots. No major physics violations are evident, but the scene lacks full coherence in terms of real-world plausibility and common-sense 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": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.015625,
+ "TA": 2.734375,
+ "MQ": 2.96875,
+ "Overall": 7.71875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a slow and graceful shot starting from a slightly upward angle, tilting upward and panning to the right across an open pavilion with a fantastical oriental aesthetic. The pavilion features dark polished sandalwood, arched eaves, and carved pillars with dragon motifs. A middle-aged craftsman in a deep teal linen robe bends over a rustic wooden workbench. His long, jet-black hair is tied back with a simple wooden hairpin, with strands of silver at the temple, and his brows show intense concentration. The camera pans, focusing first on his profile, then on his right hand gripping a fine wolf-hair brush, moving across a rectangular pillow made of moon-white brocade. The scene includes a slight twist of the wrist as the outline of a precipitous mountain gradually emerges, with pine trees and drifting clouds, wet ink creating a delicate sheen on the surface, and warm golden morning light through openwork windows, casting dappled shadows and a misty, dreamlike atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain reasonable clarity and color, but there are occasional softness and minor compression artifacts that prevent a high-fidelity look. Lighting remains warm and atmospheric, yet some frames exhibit uneven exposure or subtle color shifts. The sequence is generally stable with smooth transitions, though a few frames show slight motion blur during rapid hand movements. The result is acceptable but not exceptional, reflecting mid-range visual quality.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial (score 3). The video captures several core elements such as the craftsman, the workbench, the brush, and the general mood, but key aspects of the prompt are underrepresented. The distinctive pavilion architecture described in the prompt is not clearly depicted; the setting reads more like a workshop than the specified architectural context. The specific technique of wet ink on brocade and the emergence of mountain outlines are not convincingly realized, and the overall composition does not fully embody the intended spatial relationships and artistic vision. Overall, the alignment is moderate rather than strong.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Movements appear plausible and the tool handling is believable, but there are minor inconsistencies in scale, perspective, and lighting continuity across shots. No major physics violations are evident, but the scene lacks full coherence in terms of real-world plausibility and common-sense expectations.\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": 7880,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_6/index_6496_seed_7880_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.796875,
+ "video_score2_ta": 3.171875,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 8.9375,
+ "avg": 8.953125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "slow and graceful shot, beginning from a slightly upward angle, tilts slightly upward and pans to the right, slowly sweeping across an open pavilion imbued with a fantastical oriental aesthetic. The pavilion is constructed of dark polished sandalwood, with arched eaves and carved pillars adorned with lifelike dragon motifs. A middle-aged craftsman in a deep teal linen robe bends over a rustic wooden workbench. His long, jet-black hair is tied back with a simple wooden hairpin, a few strands of silver dangling at his temples, and his brows betray a look of intense concentration. As the camera pans, the focus first falls on his focused profile, then shifts to his right hand, which steadily grips a fine wolf-hair brush, the tip saturated with ink, carefully moving it across a rectangular pillow made of moon-white brocade. Here, the camera slows down to capture a close-up of the pillow's details: With a slight twist of his wrist, the outline of a precipitous mountain gradually emerges, bringing the pine trees and drifting clouds within to life. The still-wet ink creates a delicate sheen on the silky surface. A soft, golden morning light slants in through the openwork window on the pavilion's east side, casting dappled shadows in the air, illuminating the dancing dust particles and rendering the mist-shrouded, suspended mountains and the emerald lotus pond outside the pavilion dreamlike. The entire scene, bathed in warm light, is permeated with an almost sacred sense of tranquility and creative concentration, imbued with the poetic and magical qualities of classical Eastern art.",
+ "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. 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 and graceful shot that begins from a slightly upward angle, tilting upward and panning to the right across an open pavilion with a fantastical oriental aesthetic. The pavilion is constructed of dark polished sandalwood, with arched eaves and carved pillars adorned with lifelike dragon motifs. A middle-aged craftsman in a deep teal linen robe bends over a rustic wooden workbench. His long, jet-black hair is tied back with a simple wooden hairpin, a few strands of silver dangling at his temples, and his brows betray a look of intense concentration. As the camera pans, the focus first falls on his focused profile, then shifts to his right hand, which steadily grips a fine wolf-hair brush, the tip saturated with ink, carefully moving it across a rectangular pillow made of moon-white brocade. Here, the camera slows down to capture a close-up of the pillow's details: With a slight twist of his wrist, the outline of a precipitous mountain gradually emerges, bringing the pine trees and drifting clouds within to life. The still-wet ink creates a delicate sheen on the silky surface. A soft, golden morning light slants in through the openwork window on the pavilion's east side, casting dappled shadows in the air, illuminating the dancing dust particles and rendering the mist-shrouded, suspended mountains and the emerald lotus pond outside the pavilion dreamlike. The entire scene, bathed in warm light, is permeated with an almost sacred sense of tranquility and creative concentration, imbued with the poetic and magical qualities of classical Eastern art\n\nVisual Quality Assessment:\nOverall, the visuals are acceptable but not outstanding. The resolution is adequate and the imagery remains coherent, with warm lighting and a consistent color palette. However, there are occasional minor artifacts and slight softness in some frames, preventing a higher-end impression. The cinematography follows the described slow pan and maintains reasonable depth cues, though it does not exhibit exceptional polish throughout.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including the craftsman, the teal robe, the wooden workbench, and the general composition. However, key aspects of the prompt are underrepresented or missing: the distinctive arched eaves and dragon-carved pillars are not clearly visible, and the specific technique of drawing on a moon-white brocade pillow is not convincingly depicted. The overall mood and atmosphere align with the intended aesthetic, but the alignment to the exact textual details is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible physical behavior: the craftsman’s posture, tool handling, and lighting are believable, and spatial relationships feel coherent. There are no glaring inconsistencies, though a few subtle cues (such as the exact interaction between the brush and the surface or the precise timing of the ink’s sheen) could be refined for stronger realism. Overall, the scene demonstrates solid common-sense consistency without major issues.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.796875,
+ "TA": 3.171875,
+ "MQ": 2.984375,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 and graceful shot that begins from a slightly upward angle, tilting upward and panning to the right across an open pavilion with a fantastical oriental aesthetic. The pavilion is constructed of dark polished sandalwood, with arched eaves and carved pillars adorned with lifelike dragon motifs. A middle-aged craftsman in a deep teal linen robe bends over a rustic wooden workbench. His long, jet-black hair is tied back with a simple wooden hairpin, a few strands of silver dangling at his temples, and his brows betray a look of intense concentration. As the camera pans, the focus first falls on his focused profile, then shifts to his right hand, which steadily grips a fine wolf-hair brush, the tip saturated with ink, carefully moving it across a rectangular pillow made of moon-white brocade. Here, the camera slows down to capture a close-up of the pillow's details: With a slight twist of his wrist, the outline of a precipitous mountain gradually emerges, bringing the pine trees and drifting clouds within to life. The still-wet ink creates a delicate sheen on the silky surface. A soft, golden morning light slants in through the openwork window on the pavilion's east side, casting dappled shadows in the air, illuminating the dancing dust particles and rendering the mist-shrouded, suspended mountains and the emerald lotus pond outside the pavilion dreamlike. The entire scene, bathed in warm light, is permeated with an almost sacred sense of tranquility and creative concentration, imbued with the poetic and magical qualities of classical Eastern art\n\nVisual Quality Assessment:\nOverall, the visuals are acceptable but not outstanding. The resolution is adequate and the imagery remains coherent, with warm lighting and a consistent color palette. However, there are occasional minor artifacts and slight softness in some frames, preventing a higher-end impression. The cinematography follows the described slow pan and maintains reasonable depth cues, though it does not exhibit exceptional polish throughout.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including the craftsman, the teal robe, the wooden workbench, and the general composition. However, key aspects of the prompt are underrepresented or missing: the distinctive arched eaves and dragon-carved pillars are not clearly visible, and the specific technique of drawing on a moon-white brocade pillow is not convincingly depicted. The overall mood and atmosphere align with the intended aesthetic, but the alignment to the exact textual details is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible physical behavior: the craftsman’s posture, tool handling, and lighting are believable, and spatial relationships feel coherent. There are no glaring inconsistencies, though a few subtle cues (such as the exact interaction between the brush and the surface or the precise timing of the ink’s sheen) could be refined for stronger realism. Overall, the scene demonstrates solid common-sense consistency without major issues.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_7/index_tensor([530, 530])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_7/index_tensor([530, 530])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c082380985bdc5627407c59497db4553317bddb
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_7/index_tensor([530, 530])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "An oppressive high-angle Dutch angle shot locks the viewer's gaze upon the murky, swampy waters of a nearby swamp. Rendered with hyper-realism using a next-generation game engine, a prehistoric giant, a true alligator snapping turtle, lurks within. Its mountainous, dark brown shell, adorned with three signature jagged ridges, scarred by age and covered in moss, resembles a dormant volcano. Surrounded by the murky water, only a few faint beams of light penetrate the surface and decaying vegetation, casting a volumetric light effect that precisely outlines its rough, warty hide, every inch of its slippery surface reflecting a cold sheen. At first, it's as still as a rock on a riverbed, then, its primal power is instantly awakened: its massive triangular head thrusts forward, its jaws snapping open with terrifying force, revealing its vast, pale mouth. The entire movement is swift and decisive, stirring up a small patch of turbid sand around it. This static yet tense shot, through exquisite detail and menacing composition, perfectly captures the moment this ancient creature goes from stillness to explosion, creating a primal, wild, and awe-inspiring atmosphere of tension.",
+ "seed": 9290,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_7/index_530_seed_9290_dp_14_rank_28_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
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+ "video_score2_vq": 2.515625,
+ "video_score2_ta": 2.359375,
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+ "video_score2_overall": 7.5625,
+ "avg": 7.578125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An oppressive high-angle Dutch angle shot locks the viewer's gaze upon the murky, swampy waters of a nearby swamp. Rendered with hyper-realism using a next-generation game engine, a prehistoric giant, a true alligator snapping turtle, lurks within. Its mountainous, dark brown shell, adorned with three signature jagged ridges, scarred by age and covered in moss, resembles a dormant volcano. Surrounded by the murky water, only a few faint beams of light penetrate the surface and decaying vegetation, casting a volumetric light effect that precisely outlines its rough, warty hide, every inch of its slippery surface reflecting a cold sheen. At first, it's as still as a rock on a riverbed, then, its primal power is instantly awakened: its massive triangular head thrusts forward, its jaws snapping open with terrifying force, revealing its vast, pale mouth. The entire movement is swift and decisive, stirring up a small patch of turbid sand around it. This static yet tense shot, through exquisite detail and menacing composition, perfectly captures the moment this ancient creature goes from stillness to explosion, creating a primal, wild, and awe-inspiring atmosphere of tension.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me 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 oppressive high-angle Dutch angle shot\" focusing on a prehistoric giant, a true alligator snapping turtle, in a swampy environment with specific visual details about the creature's appearance and behavior. The description emphasizes a dramatic, high-contrast lighting setup with volumetric light effects, a mountainous dark-brown shell with jagged ridges, moss, and a tense moment where the creature transitions from stillness to explosive action, stirring up turbid sand.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the creature, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or compression artifacts, occasional color inconsistencies, and uneven lighting across shots. While the rendering is not severely flawed, these factors collectively keep the quality at a mid level rather than high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). The video includes a large reptilian creature in a swampy setting and captures some aspects of the scene, but several key elements from the prompt are not convincingly realized. The high-angle Dutch-shot perspective is not clearly established, and the dramatic lighting and volumetric effects described are not consistently present. The creature’s shell texture and moss are not clearly depicted, and the transition from stillness to explosive action is not convincingly portrayed. Overall, the video only partially aligns with the intended prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The creature’s anatomy and general behavior appear plausible, and the environmental context is believable. However, there are minor inconsistencies in lighting interaction with the creature and in the dynamics of the mouth/jaw articulation during the transition, which slightly detract from full realism. No major physical implausibilities are evident, but the scene does not achieve high-fidelity realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.515625,
+ "TA": 2.359375,
+ "MQ": 2.703125,
+ "Overall": 7.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes \"An oppressive high-angle Dutch angle shot\" focusing on a prehistoric giant, a true alligator snapping turtle, in a swampy environment with specific visual details about the creature's appearance and behavior. The description emphasizes a dramatic, high-contrast lighting setup with volumetric light effects, a mountainous dark-brown shell with jagged ridges, moss, and a tense moment where the creature transitions from stillness to explosive action, stirring up turbid sand.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the creature, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or compression artifacts, occasional color inconsistencies, and uneven lighting across shots. While the rendering is not severely flawed, these factors collectively keep the quality at a mid level rather than high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). The video includes a large reptilian creature in a swampy setting and captures some aspects of the scene, but several key elements from the prompt are not convincingly realized. The high-angle Dutch-shot perspective is not clearly established, and the dramatic lighting and volumetric effects described are not consistently present. The creature’s shell texture and moss are not clearly depicted, and the transition from stillness to explosive action is not convincingly portrayed. Overall, the video only partially aligns with the intended prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The creature’s anatomy and general behavior appear plausible, and the environmental context is believable. However, there are minor inconsistencies in lighting interaction with the creature and in the dynamics of the mouth/jaw articulation during the transition, which slightly detract from full realism. No major physical implausibilities are evident, but the scene does not achieve high-fidelity realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An oppressive high-angle Dutch angle shot locks the viewer's gaze upon the murky, swampy waters of a nearby swamp. Rendered with hyper-realism using a next-generation game engine, a prehistoric giant, a true alligator snapping turtle, lurks within. Its mountainous, dark brown shell, adorned with three signature jagged ridges, scarred by age and covered in moss, resembles a dormant volcano. Surrounded by the murky water, only a few faint beams of light penetrate the surface and decaying vegetation, casting a volumetric light effect that precisely outlines its rough, warty hide, every inch of its slippery surface reflecting a cold sheen. At first, it's as still as a rock on a riverbed, then, its primal power is instantly awakened: its massive triangular head thrusts forward, its jaws snapping open with terrifying force, revealing its vast, pale mouth. The entire movement is swift and decisive, stirring up a small patch of turbid sand around it. This static yet tense shot, through exquisite detail and menacing composition, perfectly captures the moment this ancient creature goes from stillness to explosion, creating a primal, wild, and awe-inspiring atmosphere of tension.",
+ "seed": 9291,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_7/index_530_seed_9291_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": 2.640625,
+ "video_score2_ta": 2.109375,
+ "video_score2_mq": 2.78125,
+ "video_score2_overall": 7.53125,
+ "avg": 7.53125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An oppressive high-angle Dutch angle shot locks the viewer's gaze upon the murky, swampy waters of a nearby swamp. Rendered with hyper-realism using a next-generation game engine, a prehistoric giant, a true alligator snapping turtle, lurks within. Its mountainous, dark brown shell, adorned with three signature jagged ridges, scarred by age and covered in moss, resembles a dormant volcano. Surrounded by the murky water, only a few faint beams of light penetrate the surface and decaying vegetation, casting a volumetric light effect that precisely outlines its rough, warty hide, every inch of its slippery surface reflecting a cold sheen. At first, it's as still as a rock on a riverbed, then, its primal power is instantly awakened: its massive triangular head thrusts forward, its jaws snapping open with terrifying force, revealing its vast, pale mouth. The entire movement is swift and decisive, stirring up a small patch of turbid sand around it. This static yet tense shot, through exquisite detail and menacing composition, perfectly captures the moment this ancient creature goes from stillness to explosion, creating a primal, wild, and awe-inspiring atmosphere of tension.",
+ "token_credit_reward": 7.53125,
+ "selected_reward": 7.53125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic rendering of a prehistoric giant alligator snapping turtle in a swampy environment. It envisions a high-angle Dutch shot, a dark brown shell with jagged ridges, moss, and a calm, then explosive moment when the creature opens its jaws with terrifying force, stirring up turbid sand. The description aims for a tense, dramatic capture of the creature's transformation.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent texture detail and color, but there are occasional artifacts and mild inconsistencies in lighting and motion that prevent a higher rating. The rendering is not flawless, though it remains readable and coherent across the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While some environmental cues (swamp setting, water presence) are present, several key elements are missing or underdeveloped: the creature does not clearly resemble an alligator snapping turtle, the distinctive jagged ridges and moss are not convincingly depicted, and the dramatic transformation from stillness to explosive action is not convincingly realized. The result reads more as a generic reptile than the specific subject described.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and environmental interaction at a basic level, but there are subtle inconsistencies in scale, lighting, and motion that prevent a stronger sense of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.640625,
+ "TA": 2.109375,
+ "MQ": 2.78125,
+ "Overall": 7.53125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic rendering of a prehistoric giant alligator snapping turtle in a swampy environment. It envisions a high-angle Dutch shot, a dark brown shell with jagged ridges, moss, and a calm, then explosive moment when the creature opens its jaws with terrifying force, stirring up turbid sand. The description aims for a tense, dramatic capture of the creature's transformation.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent texture detail and color, but there are occasional artifacts and mild inconsistencies in lighting and motion that prevent a higher rating. The rendering is not flawless, though it remains readable and coherent across the sequence.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While some environmental cues (swamp setting, water presence) are present, several key elements are missing or underdeveloped: the creature does not clearly resemble an alligator snapping turtle, the distinctive jagged ridges and moss are not convincingly depicted, and the dramatic transformation from stillness to explosive action is not convincingly realized. The result reads more as a generic reptile than the specific subject described.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and environmental interaction at a basic level, but there are subtle inconsistencies in scale, lighting, and motion that prevent a stronger sense of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An oppressive high-angle Dutch angle shot locks the viewer's gaze upon the murky, swampy waters of a nearby swamp. Rendered with hyper-realism using a next-generation game engine, a prehistoric giant, a true alligator snapping turtle, lurks within. Its mountainous, dark brown shell, adorned with three signature jagged ridges, scarred by age and covered in moss, resembles a dormant volcano. Surrounded by the murky water, only a few faint beams of light penetrate the surface and decaying vegetation, casting a volumetric light effect that precisely outlines its rough, warty hide, every inch of its slippery surface reflecting a cold sheen. At first, it's as still as a rock on a riverbed, then, its primal power is instantly awakened: its massive triangular head thrusts forward, its jaws snapping open with terrifying force, revealing its vast, pale mouth. The entire movement is swift and decisive, stirring up a small patch of turbid sand around it. This static yet tense shot, through exquisite detail and menacing composition, perfectly captures the moment this ancient creature goes from stillness to explosion, creating a primal, wild, and awe-inspiring atmosphere of tension.",
+ "seed": 9292,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_7/index_530_seed_9292_dp_15_rank_30_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": 2.953125,
+ "video_score2_ta": 1.8671875,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 7.75,
+ "avg": 7.7578125,
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+ "question": "An oppressive high-angle Dutch angle shot locks the viewer's gaze upon the murky, swampy waters of a nearby swamp. Rendered with hyper-realism using a next-generation game engine, a prehistoric giant, a true alligator snapping turtle, lurks within. Its mountainous, dark brown shell, adorned with three signature jagged ridges, scarred by age and covered in moss, resembles a dormant volcano. Surrounded by the murky water, only a few faint beams of light penetrate the surface and decaying vegetation, casting a volumetric light effect that precisely outlines its rough, warty hide, every inch of its slippery surface reflecting a cold sheen. At first, it's as still as a rock on a riverbed, then, its primal power is instantly awakened: its massive triangular head thrusts forward, its jaws snapping open with terrifying force, revealing its vast, pale mouth. The entire movement is swift and decisive, stirring up a small patch of turbid sand around it. This static yet tense shot, through exquisite detail and menacing composition, perfectly captures the moment this ancient creature goes from stillness to explosion, creating a primal, wild, and awe-inspiring atmosphere of tension.",
+ "token_credit_reward": 7.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic rendering of a prehistoric giant, a true alligator snapping turtle, in a swampy environment. It envisions a high-angle Dutch shot, a mountainous dark-brown shell with jagged ridges, moss, and a calm, then explosive moment when the creature opens its jaws with terrifying force, stirring up turbid sand. The description aims for a tense, dramatic capture of the creature's transformation.\n\nVisual Quality Assessment:\nThe frames show decent resolution with clear details on the creature’s scales, ridges, and features. Lighting and color balance are generally consistent across shots, and there are no obvious distortions or artifacts. However, the sequence appears largely 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:\nThere is a substantial mismatch with the prompt. The video presents an alligator-like creature rather than the described prehistoric turtle, and the key elements such as the high-angle Dutch perspective, the prominent shell with jagged ridges, moss, and the dramatic jaw-opening moment are not realized. The alignment is poor overall (score 2).\n\nPhysical/Common-sense Consistency Assessment:\nThe creature’s anatomy and environmental interaction appear plausible, with believable skin texture and water contact. Yet the narrative intent—specifically the turtle identity and the dramatic transformation—is not met, which weakens the overall coherence. The result is a moderate level of physical consistency (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": {
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+ "TA": 1.8671875,
+ "MQ": 2.9375,
+ "Overall": 7.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic rendering of a prehistoric giant, a true alligator snapping turtle, in a swampy environment. It envisions a high-angle Dutch shot, a mountainous dark-brown shell with jagged ridges, moss, and a calm, then explosive moment when the creature opens its jaws with terrifying force, stirring up turbid sand. The description aims for a tense, dramatic capture of the creature's transformation.\n\nVisual Quality Assessment:\nThe frames show decent resolution with clear details on the creature’s scales, ridges, and features. Lighting and color balance are generally consistent across shots, and there are no obvious distortions or artifacts. However, the sequence appears largely 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:\nThere is a substantial mismatch with the prompt. The video presents an alligator-like creature rather than the described prehistoric turtle, and the key elements such as the high-angle Dutch perspective, the prominent shell with jagged ridges, moss, and the dramatic jaw-opening moment are not realized. The alignment is poor overall (score 2).\n\nPhysical/Common-sense Consistency Assessment:\nThe creature’s anatomy and environmental interaction appear plausible, with believable skin texture and water contact. Yet the narrative intent—specifically the turtle identity and the dramatic transformation—is not met, which weakens the overall coherence. The result is a moderate level of physical consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 9293,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_7/index_530_seed_9293_dp_15_rank_30_sample_3_slot_1.mp4",
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+ "video_score2_vq": 2.65625,
+ "video_score2_ta": 2.0,
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+ "video_score2_overall": 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 the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic rendering of a prehistoric giant alligator snapping turtle in a swampy environment. It envisions a high-angle Dutch shot, a dark brown shell with jagged ridges, moss, and decayed vegetation, culminating in a dramatic shift from stillness to explosive action as the creature opens its jaws with terrifying force.\n\nVisual Quality Analysis:\nAcross the frames, the rendering shows solid texture work on the reptilian skin and convincing water effects. Lighting and color balance are generally consistent, and the creature’s anatomy reads clearly. However, there are occasional minor artifacts and slight frame-to-frame inconsistencies that prevent a flawless impression. Overall, Visual Quality is strong but not perfect (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements such as the swamp setting, the high-angle framing, and the presence of a large reptile with a powerful jaw. Yet key aspects of the prompt are not realized: the creature does not resemble an alligator snapping turtle, and the distinctive jagged ridges and moss described are not evident. The dramatic transformation from stillness to explosive action is not convincingly depicted, resulting in a moderate misalignment (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, lighting, and environmental interactions, with believable water dynamics and shading. Some subtle inconsistencies exist in motion timing and surface reflections, which slightly undermine realism. Overall, Physical Consistency is acceptable but not flawless (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": {
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+ "TA": 3,
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+ },
+ "soft_scores": {
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+ "TA": 2.0,
+ "MQ": 3.515625,
+ "Overall": 8.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a hyper-realistic rendering of a prehistoric giant alligator snapping turtle in a swampy environment. It envisions a high-angle Dutch shot, a dark brown shell with jagged ridges, moss, and decayed vegetation, culminating in a dramatic shift from stillness to explosive action as the creature opens its jaws with terrifying force.\n\nVisual Quality Analysis:\nAcross the frames, the rendering shows solid texture work on the reptilian skin and convincing water effects. Lighting and color balance are generally consistent, and the creature’s anatomy reads clearly. However, there are occasional minor artifacts and slight frame-to-frame inconsistencies that prevent a flawless impression. Overall, Visual Quality is strong but not perfect (score 4).\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements such as the swamp setting, the high-angle framing, and the presence of a large reptile with a powerful jaw. Yet key aspects of the prompt are not realized: the creature does not resemble an alligator snapping turtle, and the distinctive jagged ridges and moss described are not evident. The dramatic transformation from stillness to explosive action is not convincingly depicted, resulting in a moderate misalignment (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, lighting, and environmental interactions, with believable water dynamics and shading. Some subtle inconsistencies exist in motion timing and surface reflections, which slightly undermine realism. Overall, Physical Consistency is acceptable but not flawless (score 3).\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_8/index_tensor([7003, 7003])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_8/index_tensor([7003, 7003])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..701010d57f05a85314a04307769f1a0b81bde967
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_8/index_tensor([7003, 7003])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slow, downward shot from a high vantage point captures an elderly man, meticulously combed and white-haired, immersed in Tai Chi practice beneath a twisted, vigorous ancient pine tree. Clad in a loose, pure white silk training suit, his face is serene, his eyes slightly closed, his cheeks lined with the wrinkles of time. Soft morning sunlight filters through the sparse pine needles, casting dappled shadows on the dark green ground and softly outlining the white sleeves of his robe. His arms trace smooth, flowing arcs as he executes a slow and steady \"cloud hand\" movement, his center of gravity shifting effortlessly between his legs. Each turn, hand lift, and palm push is imbued with an inner sense of power and harmonious rhythm. The dark brown bark of the ancient pine tree cracks like dragon scales, and its thick branches stretch out in all directions, forming a natural canopy. The air is filled with a faint pine scent and morning mist. The whole picture presents an extreme tranquility and concentration, full of the harmonious beauty and the artistic conception of unity between man and nature in Eastern philosophy.",
+ "seed": 27289,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_8/index_7003_seed_27289_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": 2.859375,
+ "video_score2_ta": 3.8125,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.75,
+ "avg": 9.703125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow, downward shot from a high vantage point captures an elderly man, meticulously combed and white-haired, immersed in Tai Chi practice beneath a twisted, vigorous ancient pine tree. Clad in a loose, pure white silk training suit, his face is serene, his eyes slightly closed, his cheeks lined with the wrinkles of time. Soft morning sunlight filters through the sparse pine needles, casting dappled shadows on the dark green ground and softly outlining the white sleeves of his robe. His arms trace smooth, flowing arcs as he executes a slow and steady \"cloud hand\" movement, his center of gravity shifting effortlessly between his legs. Each turn, hand lift, and palm push is imbued with an inner sense of power and harmonious rhythm. The dark brown bark of the ancient pine tree cracks like dragon scales, and its thick branches stretch out in all directions, forming a natural canopy. The air is filled with a faint pine scent and morning mist. The whole picture presents an extreme tranquility and concentration, full of the harmonious beauty and the artistic conception of unity between man and nature in Eastern philosophy.",
+ "token_credit_reward": 9.75,
+ "selected_reward": 9.75,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, downward shot from a high vantage point featuring an elderly man with white hair practicing Tai Chi beneath a twisted, vigorous ancient pine tree. He wears a loose, pure white silk training suit, with a serene expression and eyes that appear closed. Soft morning light filters through the sparse pine needles, casting dappled shadows on the dark green ground and softly outlining the white sleeves of his robe. His arms trace smooth, flowing arcs as he executes a slow and steady cloud hand movement, with a sense of inner power and harmonious rhythm. The dark brown bark of the ancient pine tree cracks like dragon scales, and its thick branches stretch out in all directions, forming a natural canopy. The scene aims to convey an extreme tranquility and harmony with nature, rooted in Eastern philosophy.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and environment, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The motion remains reasonably smooth, though not flawless, and some frames exhibit subtle rendering quirks in fine details such as hands or bark texture. The background elements are generally well-rendered, contributing to a coherent scene, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: an elderly man with white hair in a white silk training suit performing a slow, deliberate cloud hand movement beneath a prominent ancient pine tree, with a tranquil demeanor and a serene expression. The setting, attire, and the general mood align closely with the description. Minor deviations exist in exact camera angle and some environmental details, but they do not significantly detract from the faithful representation of the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements are generally plausible and the interaction with the environment reads as believable, but there are occasional small inconsistencies in timing, weight shift, or spatial relationships that prevent a higher level of realism. Overall, the scene maintains coherence, yet it does not achieve perfect physical realism throughout.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.859375,
+ "TA": 3.8125,
+ "MQ": 3.03125,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, downward shot from a high vantage point featuring an elderly man with white hair practicing Tai Chi beneath a twisted, vigorous ancient pine tree. He wears a loose, pure white silk training suit, with a serene expression and eyes that appear closed. Soft morning light filters through the sparse pine needles, casting dappled shadows on the dark green ground and softly outlining the white sleeves of his robe. His arms trace smooth, flowing arcs as he executes a slow and steady cloud hand movement, with a sense of inner power and harmonious rhythm. The dark brown bark of the ancient pine tree cracks like dragon scales, and its thick branches stretch out in all directions, forming a natural canopy. The scene aims to convey an extreme tranquility and harmony with nature, rooted in Eastern philosophy.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and environment, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The motion remains reasonably smooth, though not flawless, and some frames exhibit subtle rendering quirks in fine details such as hands or bark texture. The background elements are generally well-rendered, contributing to a coherent scene, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: an elderly man with white hair in a white silk training suit performing a slow, deliberate cloud hand movement beneath a prominent ancient pine tree, with a tranquil demeanor and a serene expression. The setting, attire, and the general mood align closely with the description. Minor deviations exist in exact camera angle and some environmental details, but they do not significantly detract from the faithful representation of the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements are generally plausible and the interaction with the environment reads as believable, but there are occasional small inconsistencies in timing, weight shift, or spatial relationships that prevent a higher level of realism. Overall, the scene maintains coherence, yet it does not achieve perfect physical realism throughout.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, downward shot from a high vantage point captures an elderly man, meticulously combed and white-haired, immersed in Tai Chi practice beneath a twisted, vigorous ancient pine tree. Clad in a loose, pure white silk training suit, his face is serene, his eyes slightly closed, his cheeks lined with the wrinkles of time. Soft morning sunlight filters through the sparse pine needles, casting dappled shadows on the dark green ground and softly outlining the white sleeves of his robe. His arms trace smooth, flowing arcs as he executes a slow and steady \"cloud hand\" movement, his center of gravity shifting effortlessly between his legs. Each turn, hand lift, and palm push is imbued with an inner sense of power and harmonious rhythm. The dark brown bark of the ancient pine tree cracks like dragon scales, and its thick branches stretch out in all directions, forming a natural canopy. The air is filled with a faint pine scent and morning mist. The whole picture presents an extreme tranquility and concentration, full of the harmonious beauty and the artistic conception of unity between man and nature in Eastern philosophy.",
+ "seed": 27290,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_8/index_7003_seed_27290_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 3.859375,
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+ "video_score2_overall": 10.0625,
+ "avg": 10.0625,
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+ "question_id": "videoscore2_overall",
+ "question": "slow, downward shot from a high vantage point captures an elderly man, meticulously combed and white-haired, immersed in Tai Chi practice beneath a twisted, vigorous ancient pine tree. Clad in a loose, pure white silk training suit, his face is serene, his eyes slightly closed, his cheeks lined with the wrinkles of time. Soft morning sunlight filters through the sparse pine needles, casting dappled shadows on the dark green ground and softly outlining the white sleeves of his robe. His arms trace smooth, flowing arcs as he executes a slow and steady \"cloud hand\" movement, his center of gravity shifting effortlessly between his legs. Each turn, hand lift, and palm push is imbued with an inner sense of power and harmonious rhythm. The dark brown bark of the ancient pine tree cracks like dragon scales, and its thick branches stretch out in all directions, forming a natural canopy. The air is filled with a faint pine scent and morning mist. The whole picture presents an extreme tranquility and concentration, full of the harmonious beauty and the artistic conception of unity between man and nature in Eastern philosophy.",
+ "token_credit_reward": 10.0625,
+ "selected_reward": 10.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, downward shot from a high vantage point featuring an elderly man with white hair practicing Tai Chi beneath a twisted, vigorous ancient pine tree. He wears a loose, pure white silk training suit, with a serene expression and eyes slightly closed. Soft morning light filters through the sparse pine needles, casting dappled shadows on the dark green ground and softly outlining the white sleeves of his robe. His arms trace smooth, flowing arcs as he executes a slow and steady cloud hand movement, with an emphasis on inner power and harmonious rhythm. The scene includes the ancient pine bark with dragon scale texture and a misty morning atmosphere, conveying an extreme tranquility and unity with nature.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and environment, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The motion remains reasonably smooth, though not flawless, and some frames exhibit subtle rendering quirks that prevent a higher rating. The imagery is coherent and aesthetically pleasing, yet not at the peak of fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: an elderly man with white hair in a white silk training suit performing a slow, deliberate cloud hand movement beneath a prominent ancient pine tree, with a tranquil demeanor and a serene facial expression. The setting, attire, and the general mood align well with the description. Minor deviations exist in the exact camera angle and some fine-grained details, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements appear plausible and generally respect basic physics, with no glaring violations. However, there are occasional small timing or pose nuances that feel slightly off, preventing a higher score. 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": 3.109375,
+ "TA": 3.859375,
+ "MQ": 3.09375,
+ "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 slow, downward shot from a high vantage point featuring an elderly man with white hair practicing Tai Chi beneath a twisted, vigorous ancient pine tree. He wears a loose, pure white silk training suit, with a serene expression and eyes slightly closed. Soft morning light filters through the sparse pine needles, casting dappled shadows on the dark green ground and softly outlining the white sleeves of his robe. His arms trace smooth, flowing arcs as he executes a slow and steady cloud hand movement, with an emphasis on inner power and harmonious rhythm. The scene includes the ancient pine bark with dragon scale texture and a misty morning atmosphere, conveying an extreme tranquility and unity with nature.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject and environment, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance across frames. The motion remains reasonably smooth, though not flawless, and some frames exhibit subtle rendering quirks that prevent a higher rating. The imagery is coherent and aesthetically pleasing, yet not at the peak of fidelity.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: an elderly man with white hair in a white silk training suit performing a slow, deliberate cloud hand movement beneath a prominent ancient pine tree, with a tranquil demeanor and a serene facial expression. The setting, attire, and the general mood align well with the description. Minor deviations exist in the exact camera angle and some fine-grained details, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements appear plausible and generally respect basic physics, with no glaring violations. However, there are occasional small timing or pose nuances that feel slightly off, preventing a higher score. 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, downward shot from a high vantage point captures an elderly man, meticulously combed and white-haired, immersed in Tai Chi practice beneath a twisted, vigorous ancient pine tree. Clad in a loose, pure white silk training suit, his face is serene, his eyes slightly closed, his cheeks lined with the wrinkles of time. Soft morning sunlight filters through the sparse pine needles, casting dappled shadows on the dark green ground and softly outlining the white sleeves of his robe. His arms trace smooth, flowing arcs as he executes a slow and steady \"cloud hand\" movement, his center of gravity shifting effortlessly between his legs. Each turn, hand lift, and palm push is imbued with an inner sense of power and harmonious rhythm. The dark brown bark of the ancient pine tree cracks like dragon scales, and its thick branches stretch out in all directions, forming a natural canopy. The air is filled with a faint pine scent and morning mist. The whole picture presents an extreme tranquility and concentration, full of the harmonious beauty and the artistic conception of unity between man and nature in Eastern philosophy.",
+ "seed": 27291,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_8/index_7003_seed_27291_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.515625,
+ "video_score2_ta": 3.921875,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.5,
+ "avg": 9.46875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow, downward shot from a high vantage point captures an elderly man, meticulously combed and white-haired, immersed in Tai Chi practice beneath a twisted, vigorous ancient pine tree. Clad in a loose, pure white silk training suit, his face is serene, his eyes slightly closed, his cheeks lined with the wrinkles of time. Soft morning sunlight filters through the sparse pine needles, casting dappled shadows on the dark green ground and softly outlining the white sleeves of his robe. His arms trace smooth, flowing arcs as he executes a slow and steady \"cloud hand\" movement, his center of gravity shifting effortlessly between his legs. Each turn, hand lift, and palm push is imbued with an inner sense of power and harmonious rhythm. The dark brown bark of the ancient pine tree cracks like dragon scales, and its thick branches stretch out in all directions, forming a natural canopy. The air is filled with a faint pine scent and morning mist. The whole picture presents an extreme tranquility and concentration, full of the harmonious beauty and the artistic conception of unity between man and nature in Eastern philosophy.",
+ "token_credit_reward": 9.5,
+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, downward shot from a high vantage point featuring an elderly man with white hair practicing Tai Chi beneath a twisted, vigorous ancient pine tree. He wears a loose, pure white silk training suit, with a serene expression and eyes slightly closed. Soft morning light filters through the sparse pine needles, casting dappled shadows on the dark green ground and softly outlining the white sleeves of his robe. His arms trace smooth, flowing arcs as he executes a slow and steady cloud hand movement, with the center of gravity shifting between his legs. Each turn, hand lift, and palm push is said to be imbued with inner power and harmonious rhythm. The dark brown bark of the ancient pine tree is described as cracking like dragon scales, with thick branches stretching in all directions to form a natural canopy. The scene is intended to convey an extreme tranquility and concentration, highlighting unity between man and nature in Eastern philosophy.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable artifacts and some inconsistencies in rendering. There are occasional distortions in facial features and hand shapes, and some motion blur during dynamic poses. Lighting remains generally stable across shots, though color grading and contrast vary slightly between frames. The background elements (pine tree, foliage) are reasonably rendered, and the white clothing remains identifiable, but overall realism is tempered by artifacting that prevents a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: an elderly man with white hair in a white silk training suit performing a slow, deliberate cloud hand movement beneath a prominent pine tree, with a serene expression and a calm demeanor. The high vantage and downward framing are present, and the scene conveys the intended tranquil mood. Some minor deviations exist in exact pose timing or micro-movements, but these do not significantly detract from the overall correspondence to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The sequence maintains plausible biomechanics and clothing dynamics, with no gross violations of physics. However, there are subtle inconsistencies in hand articulation and facial rendering that introduce slight artificiality, preventing a higher score. Overall, the video demonstrates reasonable physical plausibility with some perceptible imperfections.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.515625,
+ "TA": 3.921875,
+ "MQ": 3.03125,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, downward shot from a high vantage point featuring an elderly man with white hair practicing Tai Chi beneath a twisted, vigorous ancient pine tree. He wears a loose, pure white silk training suit, with a serene expression and eyes slightly closed. Soft morning light filters through the sparse pine needles, casting dappled shadows on the dark green ground and softly outlining the white sleeves of his robe. His arms trace smooth, flowing arcs as he executes a slow and steady cloud hand movement, with the center of gravity shifting between his legs. Each turn, hand lift, and palm push is said to be imbued with inner power and harmonious rhythm. The dark brown bark of the ancient pine tree is described as cracking like dragon scales, with thick branches stretching in all directions to form a natural canopy. The scene is intended to convey an extreme tranquility and concentration, highlighting unity between man and nature in Eastern philosophy.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable artifacts and some inconsistencies in rendering. There are occasional distortions in facial features and hand shapes, and some motion blur during dynamic poses. Lighting remains generally stable across shots, though color grading and contrast vary slightly between frames. The background elements (pine tree, foliage) are reasonably rendered, and the white clothing remains identifiable, but overall realism is tempered by artifacting that prevents a higher rating.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: an elderly man with white hair in a white silk training suit performing a slow, deliberate cloud hand movement beneath a prominent pine tree, with a serene expression and a calm demeanor. The high vantage and downward framing are present, and the scene conveys the intended tranquil mood. Some minor deviations exist in exact pose timing or micro-movements, but these do not significantly detract from the overall correspondence to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The sequence maintains plausible biomechanics and clothing dynamics, with no gross violations of physics. However, there are subtle inconsistencies in hand articulation and facial rendering that introduce slight artificiality, preventing a higher score. Overall, the video demonstrates reasonable physical plausibility with some perceptible imperfections.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, downward shot from a high vantage point captures an elderly man, meticulously combed and white-haired, immersed in Tai Chi practice beneath a twisted, vigorous ancient pine tree. Clad in a loose, pure white silk training suit, his face is serene, his eyes slightly closed, his cheeks lined with the wrinkles of time. Soft morning sunlight filters through the sparse pine needles, casting dappled shadows on the dark green ground and softly outlining the white sleeves of his robe. His arms trace smooth, flowing arcs as he executes a slow and steady \"cloud hand\" movement, his center of gravity shifting effortlessly between his legs. Each turn, hand lift, and palm push is imbued with an inner sense of power and harmonious rhythm. The dark brown bark of the ancient pine tree cracks like dragon scales, and its thick branches stretch out in all directions, forming a natural canopy. The air is filled with a faint pine scent and morning mist. The whole picture presents an extreme tranquility and concentration, full of the harmonious beauty and the artistic conception of unity between man and nature in Eastern philosophy.",
+ "seed": 27292,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_8/index_7003_seed_27292_dp_17_rank_34_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.140625,
+ "video_score2_ta": 3.765625,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 10.125,
+ "avg": 10.109375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "slow, downward shot from a high vantage point captures an elderly man, meticulously combed and white-haired, immersed in Tai Chi practice beneath a twisted, vigorous ancient pine tree. Clad in a loose, pure white silk training suit, his face is serene, his eyes slightly closed, his cheeks lined with the wrinkles of time. Soft morning sunlight filters through the sparse pine needles, casting dappled shadows on the dark green ground and softly outlining the white sleeves of his robe. His arms trace smooth, flowing arcs as he executes a slow and steady \"cloud hand\" movement, his center of gravity shifting effortlessly between his legs. Each turn, hand lift, and palm push is imbued with an inner sense of power and harmonious rhythm. The dark brown bark of the ancient pine tree cracks like dragon scales, and its thick branches stretch out in all directions, forming a natural canopy. The air is filled with a faint pine scent and morning mist. The whole picture presents an extreme tranquility and concentration, full of the harmonious beauty and the artistic conception of unity between man and nature in Eastern philosophy.",
+ "token_credit_reward": 10.125,
+ "selected_reward": 10.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, downward shot from a high vantage point featuring an elderly man with white hair practicing Tai Chi beneath a twisted ancient pine tree, wearing a loose white silk training suit, with a serene expression and a slow, steady cloud-hand movement. The scene should emphasize harmony with nature and an Eastern-philosophical mood. The video largely follows these elements but does not fully realize the high-angle, dynamic camera motion described in the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and natural lighting, with believable colors and textures. There are no major distortions or artifacts, and the subject remains reasonably well defined across shots. However, there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. The sequence appears stable with no obvious jitter, though it does not exhibit standout sharpness or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the elderly man with white hair in traditional attire performing a slow, deliberate cloud-hand movement beneath a prominent pine tree, with a tranquil demeanor and a setting that evokes harmony with nature. The main deviation is the absence of the requested high-angle, downward camera motion; otherwise, the core elements—subject, clothing, activity, and environment—are well captured. The scene conveys the intended mood and sequence, with only minor gaps in exact camera technique.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements appear generally plausible and the interaction with the environment feels coherent, with no glaring anatomical or physical implausibilities. Some micro-level timing or pose details could be refined, but nothing undermines overall 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": 3.140625,
+ "TA": 3.765625,
+ "MQ": 3.203125,
+ "Overall": 10.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, downward shot from a high vantage point featuring an elderly man with white hair practicing Tai Chi beneath a twisted ancient pine tree, wearing a loose white silk training suit, with a serene expression and a slow, steady cloud-hand movement. The scene should emphasize harmony with nature and an Eastern-philosophical mood. The video largely follows these elements but does not fully realize the high-angle, dynamic camera motion described in the prompt.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and natural lighting, with believable colors and textures. There are no major distortions or artifacts, and the subject remains reasonably well defined across shots. However, there are occasional minor softness and slight color/contrast inconsistencies that prevent a higher rating. The sequence appears stable with no obvious jitter, though it does not exhibit standout sharpness or polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the elderly man with white hair in traditional attire performing a slow, deliberate cloud-hand movement beneath a prominent pine tree, with a tranquil demeanor and a setting that evokes harmony with nature. The main deviation is the absence of the requested high-angle, downward camera motion; otherwise, the core elements—subject, clothing, activity, and environment—are well captured. The scene conveys the intended mood and sequence, with only minor gaps in exact camera technique.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The movements appear generally plausible and the interaction with the environment feels coherent, with no glaring anatomical or physical implausibilities. Some micro-level timing or pose details could be refined, but nothing undermines overall believability.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_9/index_tensor([8014, 8014])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_9/index_tensor([8014, 8014])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..4778bc308344df37bfa3eb1967a00b58606e0432
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_9/index_tensor([8014, 8014])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, medium-length shot tilts smoothly to the right, tracking a modern, stylish city bus as it glides to a stop at a bustling city center under the warm, golden light of afternoon. Painted in vibrant electric blue and crisp white, the bus's exterior gleams with polished surfaces, and expansive, tinted, panoramic windows reflect the cityscape. Along its sides, bright, high-resolution LED screens display dynamic, colorful abstract graphics that move and flow. With a quiet aerodynamic hiss, its stylish double-glazed doors slide open, releasing a diverse group of passengers onto the crowded sidewalk. Inside, the clean, brightly lit interior reveals rows of modern, molded seats, occupied by commuters engrossed in their phones and books. The driver, a woman in a crisp, dark blue uniform, greets the new passengers aboard with a friendly, professional greeting. As the doors close seamlessly, the bus pulls away from the curb and effortlessly blends into the bustling street traffic. The camera then widens to capture the bus navigating a vibrant urban canyon, its forms contrasting past ornate historic buildings and towering glass and steel skyscrapers, perfectly encapsulating the vibrant, pulsating nature of modern city life.",
+ "seed": 20997,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_9/index_8014_seed_20997_dp_18_rank_36_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.765625,
+ "video_score2_ta": 2.53125,
+ "video_score2_mq": 2.625,
+ "video_score2_overall": 6.9375,
+ "avg": 6.921875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium-length shot tilts smoothly to the right, tracking a modern, stylish city bus as it glides to a stop at a bustling city center under the warm, golden light of afternoon. Painted in vibrant electric blue and crisp white, the bus's exterior gleams with polished surfaces, and expansive, tinted, panoramic windows reflect the cityscape. Along its sides, bright, high-resolution LED screens display dynamic, colorful abstract graphics that move and flow. With a quiet aerodynamic hiss, its stylish double-glazed doors slide open, releasing a diverse group of passengers onto the crowded sidewalk. Inside, the clean, brightly lit interior reveals rows of modern, molded seats, occupied by commuters engrossed in their phones and books. The driver, a woman in a crisp, dark blue uniform, greets the new passengers aboard with a friendly, professional greeting. As the doors close seamlessly, the bus pulls away from the curb and effortlessly blends into the bustling street traffic. The camera then widens to capture the bus navigating a vibrant urban canyon, its forms contrasting past ornate historic buildings and towering glass and steel skyscrapers, perfectly encapsulating the vibrant, pulsating nature of modern city life.",
+ "token_credit_reward": 6.9375,
+ "selected_reward": 6.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length shot tilting smoothly to the right, tracking a modern, stylish city bus as it glides to a stop at a bustling city center under warm, golden afternoon light. The bus is painted in vibrant electric blue and crisp white, with polished surfaces and expansive tinted panoramic windows reflecting the cityscape. Bright, high-resolution LED screens display dynamic, colorful abstract graphics that move and flow. A quiet aerodynamic hiss accompanies the doors opening to reveal a diverse group of passengers on a crowded sidewalk. Inside, the clean, brightly lit interior shows rows of modern, molded seats, with commuters engaged in devices. The driver, a woman in a crisp dark blue uniform, greets passengers with a friendly, professional greeting. The doors close, the bus pulls away, and the scene expands to show the bus navigating a vibrant urban canyon with historic and modern architecture, capturing the energy of modern city life.\n\nVisual Quality Analysis:\nAcross the frames, there are noticeable but moderate issues. The resolution is acceptable, yet there are artifacts and some color processing that give a slightly artificial look. The bus remains identifiable, but fine details are softened and some textures appear less realistic. Lighting is generally consistent, though the overall image has a processed feel rather than natural photographic realism. Overall, the visual quality is mid-range, with artifacts present but not overwhelming.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a modern bus, urban setting, and a rightward camera movement. However, several key aspects are underrepresented or missing: the LED displays are not clearly visible, the bus does not clearly glide to a stop, and the bustling city-center atmosphere is not strongly conveyed. The lighting reads more neutral than the warm golden tone described. While some components align, the overall alignment is limited, yielding a relatively low score.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies with real-world physics and common sense. The bus motion and passenger interactions do not consistently follow plausible dynamics, and some spatial relationships (e.g., door operation timing, crowd behavior) feel staged or unrealistic. These issues undermine overall coherence and reduce perceived realism.\n\nGround-truth scores:\nVisual Quality: 3\nText-to-Video Alignment: 2\nPhysical Consistency: 2\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.765625,
+ "TA": 2.53125,
+ "MQ": 2.625,
+ "Overall": 6.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length shot tilting smoothly to the right, tracking a modern, stylish city bus as it glides to a stop at a bustling city center under warm, golden afternoon light. The bus is painted in vibrant electric blue and crisp white, with polished surfaces and expansive tinted panoramic windows reflecting the cityscape. Bright, high-resolution LED screens display dynamic, colorful abstract graphics that move and flow. A quiet aerodynamic hiss accompanies the doors opening to reveal a diverse group of passengers on a crowded sidewalk. Inside, the clean, brightly lit interior shows rows of modern, molded seats, with commuters engaged in devices. The driver, a woman in a crisp dark blue uniform, greets passengers with a friendly, professional greeting. The doors close, the bus pulls away, and the scene expands to show the bus navigating a vibrant urban canyon with historic and modern architecture, capturing the energy of modern city life.\n\nVisual Quality Analysis:\nAcross the frames, there are noticeable but moderate issues. The resolution is acceptable, yet there are artifacts and some color processing that give a slightly artificial look. The bus remains identifiable, but fine details are softened and some textures appear less realistic. Lighting is generally consistent, though the overall image has a processed feel rather than natural photographic realism. Overall, the visual quality is mid-range, with artifacts present but not overwhelming.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a modern bus, urban setting, and a rightward camera movement. However, several key aspects are underrepresented or missing: the LED displays are not clearly visible, the bus does not clearly glide to a stop, and the bustling city-center atmosphere is not strongly conveyed. The lighting reads more neutral than the warm golden tone described. While some components align, the overall alignment is limited, yielding a relatively low score.\n\nPhysical/Common-sense Consistency:\nThere are notable inconsistencies with real-world physics and common sense. The bus motion and passenger interactions do not consistently follow plausible dynamics, and some spatial relationships (e.g., door operation timing, crowd behavior) feel staged or unrealistic. These issues undermine overall coherence and reduce perceived realism.\n\nGround-truth scores:\nVisual Quality: 3\nText-to-Video Alignment: 2\nPhysical Consistency: 2\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "low-angle, medium-length shot tilts smoothly to the right, tracking a modern, stylish city bus as it glides to a stop at a bustling city center under the warm, golden light of afternoon. Painted in vibrant electric blue and crisp white, the bus's exterior gleams with polished surfaces, and expansive, tinted, panoramic windows reflect the cityscape. Along its sides, bright, high-resolution LED screens display dynamic, colorful abstract graphics that move and flow. With a quiet aerodynamic hiss, its stylish double-glazed doors slide open, releasing a diverse group of passengers onto the crowded sidewalk. Inside, the clean, brightly lit interior reveals rows of modern, molded seats, occupied by commuters engrossed in their phones and books. The driver, a woman in a crisp, dark blue uniform, greets the new passengers aboard with a friendly, professional greeting. As the doors close seamlessly, the bus pulls away from the curb and effortlessly blends into the bustling street traffic. The camera then widens to capture the bus navigating a vibrant urban canyon, its forms contrasting past ornate historic buildings and towering glass and steel skyscrapers, perfectly encapsulating the vibrant, pulsating nature of modern city life.",
+ "seed": 20998,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_9/index_8014_seed_20998_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": 1.3359375,
+ "video_score2_ta": 1.21875,
+ "video_score2_mq": 1.34375,
+ "video_score2_overall": 3.90625,
+ "avg": 3.8984375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium-length shot tilts smoothly to the right, tracking a modern, stylish city bus as it glides to a stop at a bustling city center under the warm, golden light of afternoon. Painted in vibrant electric blue and crisp white, the bus's exterior gleams with polished surfaces, and expansive, tinted, panoramic windows reflect the cityscape. Along its sides, bright, high-resolution LED screens display dynamic, colorful abstract graphics that move and flow. With a quiet aerodynamic hiss, its stylish double-glazed doors slide open, releasing a diverse group of passengers onto the crowded sidewalk. Inside, the clean, brightly lit interior reveals rows of modern, molded seats, occupied by commuters engrossed in their phones and books. The driver, a woman in a crisp, dark blue uniform, greets the new passengers aboard with a friendly, professional greeting. As the doors close seamlessly, the bus pulls away from the curb and effortlessly blends into the bustling street traffic. The camera then widens to capture the bus navigating a vibrant urban canyon, its forms contrasting past ornate historic buildings and towering glass and steel skyscrapers, perfectly encapsulating the vibrant, pulsating nature of modern city life.",
+ "token_credit_reward": 3.90625,
+ "selected_reward": 3.90625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length shot tilting smoothly to the right, tracking a modern, stylish city bus as it glides to a stop at a bustling city center under warm, golden afternoon light. The bus is painted in vibrant electric blue and crisp white, with polished surfaces and expansive tinted panoramic windows reflecting the cityscape. Bright, high-resolution LED screens along the sides display dynamic, colorful abstract graphics. A woman driver in a crisp dark blue uniform greets passengers with a friendly, professional greeting. The scene should show doors closing and the bus moving through a vibrant urban canyon with historic and modern architecture.\n\nVisual Quality Analysis:\nAcross the sequence, visual quality is severely degraded. The frames exhibit heavy blur and pronounced artifacts; color bleeding and chromatic aberration are evident; there is noticeable frame-to-frame instability and inconsistent focus. The bus geometry distorts unnaturally across frames, and the overall rendering lacks sharpness and polish. The result is a consistently low-fidelity depiction with substantial perceptual issues throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video includes a bus and some urban context, but many key prompt elements are missing or misrepresented: the distinctive blue-and-white livery, the LED displays, the driver’s appearance and greeting, the smooth tracking and stop, and the detailed depiction of passengers and city-life dynamics are not convincingly realized. The core concept is present but the execution does not faithfully reproduce the described scenario.\n\nPhysical/Common-sense Consistency:\nThere are clear inconsistencies in physical realism. The bus exhibits frame-to-frame shape changes and perspective shifts that violate basic spatial logic, and lighting/shadows do not remain coherent. While the scene remains broadly plausible, these distortions undermine common-sense expectations about motion, scale, and object integrity.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.3359375,
+ "TA": 1.21875,
+ "MQ": 1.34375,
+ "Overall": 3.90625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length shot tilting smoothly to the right, tracking a modern, stylish city bus as it glides to a stop at a bustling city center under warm, golden afternoon light. The bus is painted in vibrant electric blue and crisp white, with polished surfaces and expansive tinted panoramic windows reflecting the cityscape. Bright, high-resolution LED screens along the sides display dynamic, colorful abstract graphics. A woman driver in a crisp dark blue uniform greets passengers with a friendly, professional greeting. The scene should show doors closing and the bus moving through a vibrant urban canyon with historic and modern architecture.\n\nVisual Quality Analysis:\nAcross the sequence, visual quality is severely degraded. The frames exhibit heavy blur and pronounced artifacts; color bleeding and chromatic aberration are evident; there is noticeable frame-to-frame instability and inconsistent focus. The bus geometry distorts unnaturally across frames, and the overall rendering lacks sharpness and polish. The result is a consistently low-fidelity depiction with substantial perceptual issues throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial. The video includes a bus and some urban context, but many key prompt elements are missing or misrepresented: the distinctive blue-and-white livery, the LED displays, the driver’s appearance and greeting, the smooth tracking and stop, and the detailed depiction of passengers and city-life dynamics are not convincingly realized. The core concept is present but the execution does not faithfully reproduce the described scenario.\n\nPhysical/Common-sense Consistency:\nThere are clear inconsistencies in physical realism. The bus exhibits frame-to-frame shape changes and perspective shifts that violate basic spatial logic, and lighting/shadows do not remain coherent. While the scene remains broadly plausible, these distortions undermine common-sense expectations about motion, scale, and object integrity.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "low-angle, medium-length shot tilts smoothly to the right, tracking a modern, stylish city bus as it glides to a stop at a bustling city center under the warm, golden light of afternoon. Painted in vibrant electric blue and crisp white, the bus's exterior gleams with polished surfaces, and expansive, tinted, panoramic windows reflect the cityscape. Along its sides, bright, high-resolution LED screens display dynamic, colorful abstract graphics that move and flow. With a quiet aerodynamic hiss, its stylish double-glazed doors slide open, releasing a diverse group of passengers onto the crowded sidewalk. Inside, the clean, brightly lit interior reveals rows of modern, molded seats, occupied by commuters engrossed in their phones and books. The driver, a woman in a crisp, dark blue uniform, greets the new passengers aboard with a friendly, professional greeting. As the doors close seamlessly, the bus pulls away from the curb and effortlessly blends into the bustling street traffic. The camera then widens to capture the bus navigating a vibrant urban canyon, its forms contrasting past ornate historic buildings and towering glass and steel skyscrapers, perfectly encapsulating the vibrant, pulsating nature of modern city life.",
+ "seed": 20999,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_9/index_8014_seed_20999_dp_19_rank_38_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 1,
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+ "video_score2_vq": 1.90625,
+ "video_score2_ta": 2.671875,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 7.4375,
+ "avg": 7.46875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium-length shot tilts smoothly to the right, tracking a modern, stylish city bus as it glides to a stop at a bustling city center under the warm, golden light of afternoon. Painted in vibrant electric blue and crisp white, the bus's exterior gleams with polished surfaces, and expansive, tinted, panoramic windows reflect the cityscape. Along its sides, bright, high-resolution LED screens display dynamic, colorful abstract graphics that move and flow. With a quiet aerodynamic hiss, its stylish double-glazed doors slide open, releasing a diverse group of passengers onto the crowded sidewalk. Inside, the clean, brightly lit interior reveals rows of modern, molded seats, occupied by commuters engrossed in their phones and books. The driver, a woman in a crisp, dark blue uniform, greets the new passengers aboard with a friendly, professional greeting. As the doors close seamlessly, the bus pulls away from the curb and effortlessly blends into the bustling street traffic. The camera then widens to capture the bus navigating a vibrant urban canyon, its forms contrasting past ornate historic buildings and towering glass and steel skyscrapers, perfectly encapsulating the vibrant, pulsating nature of modern city life.",
+ "token_credit_reward": 7.4375,
+ "selected_reward": 7.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length shot tilting smoothly to the right, tracking a modern, stylish city bus as it glides to a stop at a bustling city center under warm, golden light. The bus is painted in vibrant electric blue and crisp white, with polished surfaces and expansive tinted windows reflecting the cityscape. Bright, high-resolution LED screens display dynamic, colorful abstract graphics that move and flow. The scene should show the doors opening to reveal a diverse group of passengers on a crowded sidewalk, inside a clean, brightly lit interior with modern, molded seats occupied by commuters, a female driver in a crisp dark blue uniform greeting passengers, doors closing, and the bus pulling away into a vibrant urban canyon with historic and modern architecture.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is moderate. There are some artifacts and mild distortions, but they do not dominate the viewing experience. Frame 1 shows a bus with noticeable warping around edges; Frames 2–4 exhibit color shifts and minor geometric inconsistencies, yet the scene remains recognizable. Frame 5 returns toward a more natural appearance, though occasional artifacts persist. Overall, the sequence maintains basic coherence with intermittent quality fluctuations rather than pervasive degradation.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a blue-and-white bus, urban setting, and a tracking shot. However, key narrative details are missing or underdeveloped: there is no clear depiction of passengers exiting or entering, no visible interior activity, and no explicit driver interaction. The LED displays and the promised dynamic graphics are not convincingly realized, and the bus’s motion does not consistently convey a smooth glide to a stop. In sum, alignment is partial: the broad concept is present, but many specific prompt aspects are not faithfully rendered.\n\nPhysical Consistency (Common-sense):\nThere are notable inconsistencies in geometry and perspective across frames, with occasional unrealistic warping and color shifts that disrupt spatial coherence. While the scene remains broadly plausible, these artifacts undermine physical realism and common-sense expectations about motion, scale, and object integrity. Overall, physical consistency is limited.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.90625,
+ "TA": 2.671875,
+ "MQ": 2.890625,
+ "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 low-angle, medium-length shot tilting smoothly to the right, tracking a modern, stylish city bus as it glides to a stop at a bustling city center under warm, golden light. The bus is painted in vibrant electric blue and crisp white, with polished surfaces and expansive tinted windows reflecting the cityscape. Bright, high-resolution LED screens display dynamic, colorful abstract graphics that move and flow. The scene should show the doors opening to reveal a diverse group of passengers on a crowded sidewalk, inside a clean, brightly lit interior with modern, molded seats occupied by commuters, a female driver in a crisp dark blue uniform greeting passengers, doors closing, and the bus pulling away into a vibrant urban canyon with historic and modern architecture.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is moderate. There are some artifacts and mild distortions, but they do not dominate the viewing experience. Frame 1 shows a bus with noticeable warping around edges; Frames 2–4 exhibit color shifts and minor geometric inconsistencies, yet the scene remains recognizable. Frame 5 returns toward a more natural appearance, though occasional artifacts persist. Overall, the sequence maintains basic coherence with intermittent quality fluctuations rather than pervasive degradation.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt, including a blue-and-white bus, urban setting, and a tracking shot. However, key narrative details are missing or underdeveloped: there is no clear depiction of passengers exiting or entering, no visible interior activity, and no explicit driver interaction. The LED displays and the promised dynamic graphics are not convincingly realized, and the bus’s motion does not consistently convey a smooth glide to a stop. In sum, alignment is partial: the broad concept is present, but many specific prompt aspects are not faithfully rendered.\n\nPhysical Consistency (Common-sense):\nThere are notable inconsistencies in geometry and perspective across frames, with occasional unrealistic warping and color shifts that disrupt spatial coherence. While the scene remains broadly plausible, these artifacts undermine physical realism and common-sense expectations about motion, scale, and object integrity. Overall, physical consistency is limited.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "low-angle, medium-length shot tilts smoothly to the right, tracking a modern, stylish city bus as it glides to a stop at a bustling city center under the warm, golden light of afternoon. Painted in vibrant electric blue and crisp white, the bus's exterior gleams with polished surfaces, and expansive, tinted, panoramic windows reflect the cityscape. Along its sides, bright, high-resolution LED screens display dynamic, colorful abstract graphics that move and flow. With a quiet aerodynamic hiss, its stylish double-glazed doors slide open, releasing a diverse group of passengers onto the crowded sidewalk. Inside, the clean, brightly lit interior reveals rows of modern, molded seats, occupied by commuters engrossed in their phones and books. The driver, a woman in a crisp, dark blue uniform, greets the new passengers aboard with a friendly, professional greeting. As the doors close seamlessly, the bus pulls away from the curb and effortlessly blends into the bustling street traffic. The camera then widens to capture the bus navigating a vibrant urban canyon, its forms contrasting past ornate historic buildings and towering glass and steel skyscrapers, perfectly encapsulating the vibrant, pulsating nature of modern city life.",
+ "seed": 21000,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000116/group_9/index_8014_seed_21000_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": 1.7734375,
+ "video_score2_ta": 2.53125,
+ "video_score2_mq": 2.875,
+ "video_score2_overall": 7.1875,
+ "avg": 7.1796875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, medium-length shot tilts smoothly to the right, tracking a modern, stylish city bus as it glides to a stop at a bustling city center under the warm, golden light of afternoon. Painted in vibrant electric blue and crisp white, the bus's exterior gleams with polished surfaces, and expansive, tinted, panoramic windows reflect the cityscape. Along its sides, bright, high-resolution LED screens display dynamic, colorful abstract graphics that move and flow. With a quiet aerodynamic hiss, its stylish double-glazed doors slide open, releasing a diverse group of passengers onto the crowded sidewalk. Inside, the clean, brightly lit interior reveals rows of modern, molded seats, occupied by commuters engrossed in their phones and books. The driver, a woman in a crisp, dark blue uniform, greets the new passengers aboard with a friendly, professional greeting. As the doors close seamlessly, the bus pulls away from the curb and effortlessly blends into the bustling street traffic. The camera then widens to capture the bus navigating a vibrant urban canyon, its forms contrasting past ornate historic buildings and towering glass and steel skyscrapers, perfectly encapsulating the vibrant, pulsating nature of modern city life.",
+ "token_credit_reward": 7.1875,
+ "selected_reward": 7.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length shot tilting smoothly to the right, tracking a modern, stylish city bus as it glides to a stop at a bustling city center under warm, golden afternoon light. The bus is painted in vibrant electric blue and crisp white, with polished surfaces and expansive tinted panoramic windows reflecting the cityscape. Bright, high-resolution LED screens display dynamic, colorful abstract graphics that move and flow. A quiet aerodynamic hiss accompanies the scene as the doors slide open, releasing a diverse group of passengers onto the crowded sidewalk. Inside, the clean, brightly lit interior reveals rows of modern, molded seats, with commuters engaged in devices. The driver, a woman in a crisp dark blue uniform, greets passengers with a friendly, professional greeting. As the doors close, the bus pulls away and blends into the bustling street traffic, with the camera widening to capture the bus navigating a vibrant urban canyon against historic and modern architecture.\n\nVisual Quality Assessment:\nAcross the frames, there are noticeable but moderate issues. The resolution is acceptable, yet motion blur and some compression artifacts reduce sharpness. Color saturation appears slightly boosted in places, giving a mildly artificial look. There are occasional distortions around reflective glass and moving elements, and some frame-to-frame inconsistencies in lighting and focus. Overall, the visual quality is fair rather than pristine, with artifacts that prevent a high-fidelity impression.\n\nText-to-Video Alignment Assessment:\nThe video captures several core aspects of the prompt, including a blue-and-white bus, a city-center setting, and a tracking shot. However, several key details are not clearly realized: the LED displays are not distinctly visible, passenger interactions are not clearly shown, and the specific urban canyon context is not strongly established. The alignment is partial: the main idea is present, but many nuanced elements described in the prompt are underrepresented or ambiguous.\n\nPhysical Consistency (Common-sense):\nThere are notable inconsistencies in how the bus interacts with its environment. Reflections and glass behavior sometimes feel unnatural, and some spatial relationships between the bus, pedestrians, and surroundings do not always obey expected physics. While the scene remains plausible overall, these issues undermine full common-sense realism.\n\nOverall assessment:\nThe video demonstrates moderate visual quality with partial alignment to the prompt and some common-sense inconsistencies. It conveys the general concept but lacks precise execution in several critical details.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.7734375,
+ "TA": 2.53125,
+ "MQ": 2.875,
+ "Overall": 7.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, medium-length shot tilting smoothly to the right, tracking a modern, stylish city bus as it glides to a stop at a bustling city center under warm, golden afternoon light. The bus is painted in vibrant electric blue and crisp white, with polished surfaces and expansive tinted panoramic windows reflecting the cityscape. Bright, high-resolution LED screens display dynamic, colorful abstract graphics that move and flow. A quiet aerodynamic hiss accompanies the scene as the doors slide open, releasing a diverse group of passengers onto the crowded sidewalk. Inside, the clean, brightly lit interior reveals rows of modern, molded seats, with commuters engaged in devices. The driver, a woman in a crisp dark blue uniform, greets passengers with a friendly, professional greeting. As the doors close, the bus pulls away and blends into the bustling street traffic, with the camera widening to capture the bus navigating a vibrant urban canyon against historic and modern architecture.\n\nVisual Quality Assessment:\nAcross the frames, there are noticeable but moderate issues. The resolution is acceptable, yet motion blur and some compression artifacts reduce sharpness. Color saturation appears slightly boosted in places, giving a mildly artificial look. There are occasional distortions around reflective glass and moving elements, and some frame-to-frame inconsistencies in lighting and focus. Overall, the visual quality is fair rather than pristine, with artifacts that prevent a high-fidelity impression.\n\nText-to-Video Alignment Assessment:\nThe video captures several core aspects of the prompt, including a blue-and-white bus, a city-center setting, and a tracking shot. However, several key details are not clearly realized: the LED displays are not distinctly visible, passenger interactions are not clearly shown, and the specific urban canyon context is not strongly established. The alignment is partial: the main idea is present, but many nuanced elements described in the prompt are underrepresented or ambiguous.\n\nPhysical Consistency (Common-sense):\nThere are notable inconsistencies in how the bus interacts with its environment. Reflections and glass behavior sometimes feel unnatural, and some spatial relationships between the bus, pedestrians, and surroundings do not always obey expected physics. While the scene remains plausible overall, these issues undermine full common-sense realism.\n\nOverall assessment:\nThe video demonstrates moderate visual quality with partial alignment to the prompt and some common-sense inconsistencies. It conveys the general concept but lacks precise execution in several critical details.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_0/index_tensor([8624, 8624])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_0/index_tensor([8624, 8624])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c69f9abd5677e66ceab00e30735b6533a201341e
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_0/index_tensor([8624, 8624])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "In a powerful, low-angle, medium shot, the entire scene is rendered in the style of a painterly work, with the paint applied thickly (impasto) to create distinct textures and strokes. At the center of the frame, a muscular woodcutter, chopping with all his might, sports a thick brown beard, a weathered face, and a focused expression strained by the intensity of the effort. He wears a frayed, dark red flannel shirt, sleeves rolled up to the elbows, revealing forearms muscular from constant labor. He grips a heavy chopping axe, its handle smooth from years of use, raised above his head. The blade gleams a cold metallic sheen in the dappled sunlight filtering through the forest floor, poised to bring down with a thunderous force. Before him lies a massive tree trunk, its bark rough and cracked, a deep cut revealing the yellowed, fresh wood. At the peak of his power accumulation, countless wood chips of various sizes were scattered by the previous attack, solidifying into pieces of golden fragments illuminated by the light in the air, forming a sharp contrast with the deep forest green and earthy brown in the background. The whole scene, with the strong interweaving of light and shadow, perfectly captured this moment full of primitive power and dynamic beauty.",
+ "seed": 17155,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_0/index_8624_seed_17155_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": 2.34375,
+ "video_score2_ta": 2.984375,
+ "video_score2_mq": 2.890625,
+ "video_score2_overall": 8.1875,
+ "avg": 8.21875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "In a powerful, low-angle, medium shot, the entire scene is rendered in the style of a painterly work, with the paint applied thickly (impasto) to create distinct textures and strokes. At the center of the frame, a muscular woodcutter, chopping with all his might, sports a thick brown beard, a weathered face, and a focused expression strained by the intensity of the effort. He wears a frayed, dark red flannel shirt, sleeves rolled up to the elbows, revealing forearms muscular from constant labor. He grips a heavy chopping axe, its handle smooth from years of use, raised above his head. The blade gleams a cold metallic sheen in the dappled sunlight filtering through the forest floor, poised to bring down with a thunderous force. Before him lies a massive tree trunk, its bark rough and cracked, a deep cut revealing the yellowed, fresh wood. At the peak of his power accumulation, countless wood chips of various sizes were scattered by the previous attack, solidifying into pieces of golden fragments illuminated by the light in the air, forming a sharp contrast with the deep forest green and earthy brown in the background. The whole scene, with the strong interweaving of light and shadow, perfectly captured this moment full of primitive power and dynamic beauty.",
+ "token_credit_reward": 8.1875,
+ "selected_reward": 8.1875,
+ "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 powerful, low-angle, medium shot with a painterly impasto style. It centers on a muscular woodcutter with a thick brown beard, weathered face, and focused expression, wearing a frayed dark red flannel shirt with sleeves rolled up. He grips a heavy chopping axe raised above his head, set against a forest backdrop with dappled sunlight and a massive tree trunk before him. Wood chips are scattered, and the scene emphasizes light and shadow to convey primitive power and dynamic beauty.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur during action, which reduces crispness. There are occasional artifacts around moving elements such as the axe and hands, and some frame-to-frame inconsistencies in hand positioning. Lighting remains generally stable across shots, and color grading yields a warm, cinematic tone. While not pristine, the visuals are coherent and readable, with no catastrophic rendering failures.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). Core elements are present: a bearded woodcutter in a low-angle medium shot, wearing a dark red flannel shirt with sleeves rolled up, gripping a heavy axe raised above the head, and a forest setting with dappled light. The painterly impasto aesthetic is suggested by texture and brush-like strokes, though it is not an exact replication. Some nuanced details like the precise scattering of wood chips or the exact moment of peak power are not fully realized, but the main narrative and composition align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and tool handling, with lighting and shadows generally coherent. However, there are subtle inconsistencies in hand positioning and timing that slightly detract from realism, and the interaction between the axe and wood lacks perfect fluidity. Overall, the dynamics feel believable but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
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+ "soft_scores": {
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+ "MQ": 2.890625,
+ "Overall": 8.1875
+ }
+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a powerful, low-angle, medium shot with a painterly impasto style. It centers on a muscular woodcutter with a thick brown beard, weathered face, and focused expression, wearing a frayed dark red flannel shirt with sleeves rolled up. He grips a heavy chopping axe raised above his head, set against a forest backdrop with dappled sunlight and a massive tree trunk before him. Wood chips are scattered, and the scene emphasizes light and shadow to convey primitive power and dynamic beauty.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some motion blur during action, which reduces crispness. There are occasional artifacts around moving elements such as the axe and hands, and some frame-to-frame inconsistencies in hand positioning. Lighting remains generally stable across shots, and color grading yields a warm, cinematic tone. While not pristine, the visuals are coherent and readable, with no catastrophic rendering failures.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). Core elements are present: a bearded woodcutter in a low-angle medium shot, wearing a dark red flannel shirt with sleeves rolled up, gripping a heavy axe raised above the head, and a forest setting with dappled light. The painterly impasto aesthetic is suggested by texture and brush-like strokes, though it is not an exact replication. Some nuanced details like the precise scattering of wood chips or the exact moment of peak power are not fully realized, but the main narrative and composition align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy and tool handling, with lighting and shadows generally coherent. However, there are subtle inconsistencies in hand positioning and timing that slightly detract from realism, and the interaction between the axe and wood lacks perfect fluidity. Overall, the dynamics feel believable but not flawless.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
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+ {
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+ "seed": 17156,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_0/index_8624_seed_17156_dp_0_rank_0_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_ta": 2.640625,
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+ "video_score2_overall": 7.875,
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+ "question": "In a powerful, low-angle, medium shot, the entire scene is rendered in the style of a painterly work, with the paint applied thickly (impasto) to create distinct textures and strokes. At the center of the frame, a muscular woodcutter, chopping with all his might, sports a thick brown beard, a weathered face, and a focused expression strained by the intensity of the effort. He wears a frayed, dark red flannel shirt, sleeves rolled up to the elbows, revealing forearms muscular from constant labor. He grips a heavy chopping axe, its handle smooth from years of use, raised above his head. The blade gleams a cold metallic sheen in the dappled sunlight filtering through the forest floor, poised to bring down with a thunderous force. Before him lies a massive tree trunk, its bark rough and cracked, a deep cut revealing the yellowed, fresh wood. At the peak of his power accumulation, countless wood chips of various sizes were scattered by the previous attack, solidifying into pieces of golden fragments illuminated by the light in the air, forming a sharp contrast with the deep forest green and earthy brown in the background. The whole scene, with the strong interweaving of light and shadow, perfectly captured this moment full of primitive power and dynamic beauty.",
+ "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 powerful, low-angle, medium shot with a painterly aesthetic and impasto textures. While some elements align (a central figure, forest setting, and visible tools), the overall execution does not fully realize the described artistic style or the dramatic lighting implied by the prompt. The result is a moderate alignment between the textual vision and the visual output.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are noticeable issues that prevent a higher rating: occasional motion blur during action, minor compression artifacts, and some inconsistencies in lighting across shots. The painterly texture and impasto effect are present but not consistently applied, and color grading varies, contributing to a mid-range impression rather than a high-fidelity look.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). Core elements such as a central figure, forest setting, and visible tools are present, but several key aspects of the prompt—specifically the pronounced low-angle composition, the impasto painting style, and the dramatic lighting—are not fully realized. The scene captures the intended subject and activity, yet the stylistic and lighting cues do not fully align with the prompt’s description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The actions appear plausible at a glance, but there are subtle inconsistencies in tool handling and body mechanics that reduce realism. Some interactions with the log and the axe feel slightly off, and lighting/shadow relationships occasionally clash with the scene geometry, preventing a higher level of common-sense 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": 2.515625,
+ "TA": 2.640625,
+ "MQ": 2.71875,
+ "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 powerful, low-angle, medium shot with a painterly aesthetic and impasto textures. While some elements align (a central figure, forest setting, and visible tools), the overall execution does not fully realize the described artistic style or the dramatic lighting implied by the prompt. The result is a moderate alignment between the textual vision and the visual output.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, but there are noticeable issues that prevent a higher rating: occasional motion blur during action, minor compression artifacts, and some inconsistencies in lighting across shots. The painterly texture and impasto effect are present but not consistently applied, and color grading varies, contributing to a mid-range impression rather than a high-fidelity look.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). Core elements such as a central figure, forest setting, and visible tools are present, but several key aspects of the prompt—specifically the pronounced low-angle composition, the impasto painting style, and the dramatic lighting—are not fully realized. The scene captures the intended subject and activity, yet the stylistic and lighting cues do not fully align with the prompt’s description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The actions appear plausible at a glance, but there are subtle inconsistencies in tool handling and body mechanics that reduce realism. Some interactions with the log and the axe feel slightly off, and lighting/shadow relationships occasionally clash with the scene geometry, preventing a higher level of common-sense 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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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a powerful, low-angle, medium shot with a painterly impasto texture. The scene centers on a muscular woodcutter with a thick brown beard, weathered face, and focused expression, wearing a frayed dark red flannel shirt with sleeves rolled up. He grips a heavy chopping axe raised above his head, set against a forest backdrop with dappled sunlight and a massive tree trunk before him. Wood chips are scattered, and the overall mood emphasizes primitive power and dynamic beauty.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable limitations that prevent a higher rating. Some frames exhibit mild softness or minor compression artifacts, and color grading is not consistently punchy across shots. The painterly texture is present but not uniformly applied, and a few frames feel slightly flat compared to the intended impasto richness. The sequence remains coherent, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a bearded woodcutter, a low-angle medium shot, a visible axe, and a forest setting with dappled light. The painterly impasto aesthetic is suggested but not uniformly realized throughout the sequence. While most key aspects align well, a few nuanced details such as exact motion dynamics and subtle environmental interactions are not perfectly matched, leaving room for minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible anatomy and tool handling, with believable interaction between the woodcutter and the axe. However, there are occasional small inconsistencies in grip angle, weight distribution, or environmental lighting that prevent a higher score. Overall, the scene remains credible and coherent, though not flawless in every frame.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.78125,
+ "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 powerful, low-angle, medium shot with a painterly impasto texture. The scene centers on a muscular woodcutter with a thick brown beard, weathered face, and focused expression, wearing a frayed dark red flannel shirt with sleeves rolled up. He grips a heavy chopping axe raised above his head, set against a forest backdrop with dappled sunlight and a massive tree trunk before him. Wood chips are scattered, and the overall mood emphasizes primitive power and dynamic beauty.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable limitations that prevent a higher rating. Some frames exhibit mild softness or minor compression artifacts, and color grading is not consistently punchy across shots. The painterly texture is present but not uniformly applied, and a few frames feel slightly flat compared to the intended impasto richness. The sequence remains coherent, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a bearded woodcutter, a low-angle medium shot, a visible axe, and a forest setting with dappled light. The painterly impasto aesthetic is suggested but not uniformly realized throughout the sequence. While most key aspects align well, a few nuanced details such as exact motion dynamics and subtle environmental interactions are not perfectly matched, leaving room for minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible anatomy and tool handling, with believable interaction between the woodcutter and the axe. However, there are occasional small inconsistencies in grip angle, weight distribution, or environmental lighting that prevent a higher score. Overall, the scene remains credible and coherent, though not flawless in every frame.\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": 17158,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_0/index_8624_seed_17158_dp_1_rank_2_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.28125,
+ "video_score2_ta": 2.828125,
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+ "video_score2_overall": 9.1875,
+ "avg": 9.15625,
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+ "question": "In a powerful, low-angle, medium shot, the entire scene is rendered in the style of a painterly work, with the paint applied thickly (impasto) to create distinct textures and strokes. At the center of the frame, a muscular woodcutter, chopping with all his might, sports a thick brown beard, a weathered face, and a focused expression strained by the intensity of the effort. He wears a frayed, dark red flannel shirt, sleeves rolled up to the elbows, revealing forearms muscular from constant labor. He grips a heavy chopping axe, its handle smooth from years of use, raised above his head. The blade gleams a cold metallic sheen in the dappled sunlight filtering through the forest floor, poised to bring down with a thunderous force. Before him lies a massive tree trunk, its bark rough and cracked, a deep cut revealing the yellowed, fresh wood. At the peak of his power accumulation, countless wood chips of various sizes were scattered by the previous attack, solidifying into pieces of golden fragments illuminated by the light in the air, forming a sharp contrast with the deep forest green and earthy brown in the background. The whole scene, with the strong interweaving of light and shadow, perfectly captured this moment full of primitive power and dynamic beauty.",
+ "token_credit_reward": 9.1875,
+ "selected_reward": 9.1875,
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+ ],
+ "credit_map_shape": [
+ 3,
+ 26,
+ 32
+ ],
+ "top_frames": [
+ 0,
+ 2,
+ 1
+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a powerful, low-angle, medium shot with a painterly aesthetic featuring impasto textures. While the video presents a woodcutter in a forest setting with visible tools and action, it does not fully realize the requested artistic style or dramatic lighting. The core elements are present, but the painterly texture and dynamic lighting described in the prompt are not convincingly realized throughout the sequence.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the subject and environment, with consistent lighting and minimal obvious artifacts. However, the sequence appears largely static across frames, giving a sense of limited motion rather than a fluid video. This reduces perceived visual quality for a moving image, even though individual frames remain reasonably sharp.\n\nText-to-Video Alignment Analysis:\nThe video captures the essential components of the prompt—woodcutter, axe, forest setting, and central composition. Yet the distinctive painterly impasto texture and the intended dynamic, low-angle cinematic feel are not convincingly achieved. Overall alignment is moderate: core elements are present, but stylistic execution falls short of the prompt’s artistic vision.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible human proportions, tool handling, and environmental context. There are no glaring anatomical or physical inconsistencies. Some minor deviations in grip or stance may exist, but they do not undermine overall realism. The depiction remains physically coherent and believable within the given scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.28125,
+ "TA": 2.828125,
+ "MQ": 3.046875,
+ "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 powerful, low-angle, medium shot with a painterly aesthetic featuring impasto textures. While the video presents a woodcutter in a forest setting with visible tools and action, it does not fully realize the requested artistic style or dramatic lighting. The core elements are present, but the painterly texture and dynamic lighting described in the prompt are not convincingly realized throughout the sequence.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the subject and environment, with consistent lighting and minimal obvious artifacts. However, the sequence appears largely static across frames, giving a sense of limited motion rather than a fluid video. This reduces perceived visual quality for a moving image, even though individual frames remain reasonably sharp.\n\nText-to-Video Alignment Analysis:\nThe video captures the essential components of the prompt—woodcutter, axe, forest setting, and central composition. Yet the distinctive painterly impasto texture and the intended dynamic, low-angle cinematic feel are not convincingly achieved. Overall alignment is moderate: core elements are present, but stylistic execution falls short of the prompt’s artistic vision.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible human proportions, tool handling, and environmental context. There are no glaring anatomical or physical inconsistencies. Some minor deviations in grip or stance may exist, but they do not undermine overall realism. The depiction remains physically coherent and believable within the given scenario.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_1/index_tensor([1983, 1983])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_1/index_tensor([1983, 1983])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..55a3c94c414878b7c9962819b81027721d683a6c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_1/index_tensor([1983, 1983])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "Shot from an extreme overhead angle, the camera tilts downward at breakneck speed, closely following a sleek, silver, metallic fighter jet as it violently tears through a vast, thick sea of white clouds. Almost instantly, it enters a perfect 90-degree vertical dive, plummeting downward at breathtaking speed. Its polished fuselage reflects a sharp gleam in the glaring sunlight at high altitude, its swept wings and single-seat bubble-shaped cockpit clearly visible. Due to the immense air resistance and hypersonic speed, the entire fuselage vibrates visibly, even subtle ripples and distortions appearing in the metal skin. A translucent sonic boom cloud forms around the wing edges and nose. The fighter jet leaves a swirling, chaotic vortex trail through the clouds, filling the entire scene with a sense of pure power, extreme speed, and awe-inspiring tension, creating an adrenaline-pumping visual impact.",
+ "seed": 31321,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_1/index_1983_seed_31321_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": 2.75,
+ "video_score2_ta": 3.25,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 9.0625,
+ "avg": 9.0625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Shot from an extreme overhead angle, the camera tilts downward at breakneck speed, closely following a sleek, silver, metallic fighter jet as it violently tears through a vast, thick sea of white clouds. Almost instantly, it enters a perfect 90-degree vertical dive, plummeting downward at breathtaking speed. Its polished fuselage reflects a sharp gleam in the glaring sunlight at high altitude, its swept wings and single-seat bubble-shaped cockpit clearly visible. Due to the immense air resistance and hypersonic speed, the entire fuselage vibrates visibly, even subtle ripples and distortions appearing in the metal skin. A translucent sonic boom cloud forms around the wing edges and nose. The fighter jet leaves a swirling, chaotic vortex trail through the clouds, filling the entire scene with a sense of pure power, extreme speed, and awe-inspiring tension, creating an adrenaline-pumping visual impact.",
+ "token_credit_reward": 9.0625,
+ "selected_reward": 9.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a shot from an extreme overhead angle with a rapid downward tilt, closely following a sleek, silver metallic fighter jet through a dense sea of white clouds. It envisions a near-perfect 90-degree vertical dive, high-altitude sunlit reflections, a visible single-seat bubble cockpit, and dynamic cues such as intense air resistance, potential fuselage distortion, a translucent sonic boom around the wings and nose, and a swirling vortex trail that conveys extreme speed and tension.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and recognizable aircraft features, but there are occasional softness and minor artifacts that prevent a higher-fidelity impression. The sequence remains coherent across frames, with consistent lighting and color balance, though some frames exhibit slight inconsistencies in edge sharpness or texture detail. No major distortions dominate the scene, but the overall polish does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a fighter jet, an overhead perspective with a downward tilt, a sleek metallic finish, and a cloudy sky environment. The jet’s form, cockpit visibility, and general motion align with the description. Some nuanced aspects—such as pronounced dynamic distortions under extreme air resistance and a clearly defined translucent sonic boom—are not fully realized, but the essential alignment remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible jet geometry and flight dynamics within a cloudy atmosphere, with believable lighting and scale. However, certain high-speed cues and structural responses described in the prompt are not strongly evidenced, resulting in a balanced, mid-range assessment rather than a strong endorsement of extreme-speed physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.25,
+ "MQ": 3.0625,
+ "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 shot from an extreme overhead angle with a rapid downward tilt, closely following a sleek, silver metallic fighter jet through a dense sea of white clouds. It envisions a near-perfect 90-degree vertical dive, high-altitude sunlit reflections, a visible single-seat bubble cockpit, and dynamic cues such as intense air resistance, potential fuselage distortion, a translucent sonic boom around the wings and nose, and a swirling vortex trail that conveys extreme speed and tension.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and recognizable aircraft features, but there are occasional softness and minor artifacts that prevent a higher-fidelity impression. The sequence remains coherent across frames, with consistent lighting and color balance, though some frames exhibit slight inconsistencies in edge sharpness or texture detail. No major distortions dominate the scene, but the overall polish does not reach high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a fighter jet, an overhead perspective with a downward tilt, a sleek metallic finish, and a cloudy sky environment. The jet’s form, cockpit visibility, and general motion align with the description. Some nuanced aspects—such as pronounced dynamic distortions under extreme air resistance and a clearly defined translucent sonic boom—are not fully realized, but the essential alignment remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible jet geometry and flight dynamics within a cloudy atmosphere, with believable lighting and scale. However, certain high-speed cues and structural responses described in the prompt are not strongly evidenced, resulting in a balanced, mid-range assessment rather than a strong endorsement of extreme-speed physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot from an extreme overhead angle, the camera tilts downward at breakneck speed, closely following a sleek, silver, metallic fighter jet as it violently tears through a vast, thick sea of white clouds. Almost instantly, it enters a perfect 90-degree vertical dive, plummeting downward at breathtaking speed. Its polished fuselage reflects a sharp gleam in the glaring sunlight at high altitude, its swept wings and single-seat bubble-shaped cockpit clearly visible. Due to the immense air resistance and hypersonic speed, the entire fuselage vibrates visibly, even subtle ripples and distortions appearing in the metal skin. A translucent sonic boom cloud forms around the wing edges and nose. The fighter jet leaves a swirling, chaotic vortex trail through the clouds, filling the entire scene with a sense of pure power, extreme speed, and awe-inspiring tension, creating an adrenaline-pumping visual impact.",
+ "seed": 31322,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_1/index_1983_seed_31322_dp_2_rank_4_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.875,
+ "video_score2_ta": 3.46875,
+ "video_score2_mq": 3.0625,
+ "video_score2_overall": 9.375,
+ "avg": 9.40625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "Shot from an extreme overhead angle, the camera tilts downward at breakneck speed, closely following a sleek, silver, metallic fighter jet as it violently tears through a vast, thick sea of white clouds. Almost instantly, it enters a perfect 90-degree vertical dive, plummeting downward at breathtaking speed. Its polished fuselage reflects a sharp gleam in the glaring sunlight at high altitude, its swept wings and single-seat bubble-shaped cockpit clearly visible. Due to the immense air resistance and hypersonic speed, the entire fuselage vibrates visibly, even subtle ripples and distortions appearing in the metal skin. A translucent sonic boom cloud forms around the wing edges and nose. The fighter jet leaves a swirling, chaotic vortex trail through the clouds, filling the entire scene with a sense of pure power, extreme speed, and awe-inspiring tension, creating an adrenaline-pumping visual impact.",
+ "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 shot from an extreme overhead angle with a rapid downward tilt, closely following a sleek, silver metallic fighter jet through a dense sea of white clouds. It specifies a near-perfect 90-degree vertical dive, high-altitude conditions, a visible single-seat bubble cockpit, and indications of intense speed with possible fuselage distortion and a translucent sonic boom around the nose. The sequence aims to convey pure power, extreme speed, and a visually striking moment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and recognizable aircraft features, but there are occasional softness and minor artifacts that prevent a higher-fidelity impression. The metallic surfaces and reflections are present but not consistently crisp across all frames, and some motion blur or compression effects reduce overall sharpness. The sequence remains coherent, with no severe distortions, though it does not reach high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an overhead perspective with a downward tilt, a sleek silver jet, and a dense cloud environment. The vertical dive is suggested by the camera angle and motion cues, and the general composition aligns with the intended dramatic moment. Some specifics—such as precise cockpit visibility and exact timing of the dive—are not fully verifiable from static frames, but the overall alignment remains solid.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible flight dynamics and environmental interaction, with believable lighting and scale relationships. However, certain aspects such as extreme speed-induced distortions or the exact behavior of the jet’s motion under heavy acceleration are not exhaustively demonstrated, leaving some ambiguity in full physical realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.875,
+ "TA": 3.46875,
+ "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 shot from an extreme overhead angle with a rapid downward tilt, closely following a sleek, silver metallic fighter jet through a dense sea of white clouds. It specifies a near-perfect 90-degree vertical dive, high-altitude conditions, a visible single-seat bubble cockpit, and indications of intense speed with possible fuselage distortion and a translucent sonic boom around the nose. The sequence aims to convey pure power, extreme speed, and a visually striking moment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail and recognizable aircraft features, but there are occasional softness and minor artifacts that prevent a higher-fidelity impression. The metallic surfaces and reflections are present but not consistently crisp across all frames, and some motion blur or compression effects reduce overall sharpness. The sequence remains coherent, with no severe distortions, though it does not reach high-end visual polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: an overhead perspective with a downward tilt, a sleek silver jet, and a dense cloud environment. The vertical dive is suggested by the camera angle and motion cues, and the general composition aligns with the intended dramatic moment. Some specifics—such as precise cockpit visibility and exact timing of the dive—are not fully verifiable from static frames, but the overall alignment remains solid.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents plausible flight dynamics and environmental interaction, with believable lighting and scale relationships. However, certain aspects such as extreme speed-induced distortions or the exact behavior of the jet’s motion under heavy acceleration are not exhaustively demonstrated, leaving some ambiguity in full physical realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot from an extreme overhead angle, the camera tilts downward at breakneck speed, closely following a sleek, silver, metallic fighter jet as it violently tears through a vast, thick sea of white clouds. Almost instantly, it enters a perfect 90-degree vertical dive, plummeting downward at breathtaking speed. Its polished fuselage reflects a sharp gleam in the glaring sunlight at high altitude, its swept wings and single-seat bubble-shaped cockpit clearly visible. Due to the immense air resistance and hypersonic speed, the entire fuselage vibrates visibly, even subtle ripples and distortions appearing in the metal skin. A translucent sonic boom cloud forms around the wing edges and nose. The fighter jet leaves a swirling, chaotic vortex trail through the clouds, filling the entire scene with a sense of pure power, extreme speed, and awe-inspiring tension, creating an adrenaline-pumping visual impact.",
+ "seed": 31323,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_1/index_1983_seed_31323_dp_3_rank_6_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.125,
+ "video_score2_ta": 3.296875,
+ "video_score2_mq": 3.5625,
+ "video_score2_overall": 10.0,
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+ "question": "Shot from an extreme overhead angle, the camera tilts downward at breakneck speed, closely following a sleek, silver, metallic fighter jet as it violently tears through a vast, thick sea of white clouds. Almost instantly, it enters a perfect 90-degree vertical dive, plummeting downward at breathtaking speed. Its polished fuselage reflects a sharp gleam in the glaring sunlight at high altitude, its swept wings and single-seat bubble-shaped cockpit clearly visible. Due to the immense air resistance and hypersonic speed, the entire fuselage vibrates visibly, even subtle ripples and distortions appearing in the metal skin. A translucent sonic boom cloud forms around the wing edges and nose. The fighter jet leaves a swirling, chaotic vortex trail through the clouds, filling the entire scene with a sense of pure power, extreme speed, and awe-inspiring tension, creating an adrenaline-pumping visual impact.",
+ "token_credit_reward": 10.0,
+ "selected_reward": 10.0,
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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 shot from an extreme overhead angle with a rapid downward tilt, closely following a sleek, silver metallic fighter jet through a vast sea of white clouds. It envisions a near-perfect 90-degree vertical dive at high altitude, with a polished fuselage reflecting glare, visible swept wings and a single-seat bubble cockpit, and a scene punctuated by intense air resistance, potential fuselage distortions, a translucent sonic boom around the wings and nose, and a swirling vortex trail that conveys extreme speed and tension.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals are solid overall. The aircraft is clearly rendered with convincing metallic reflections and a believable cockpit silhouette. The clouds are well-textured and contribute to depth, and lighting remains consistent with a high-altitude setting. There are no major artifacts or distortions, and motion appears smooth across frames. However, there are occasional minor softness and slight color/contrast inconsistencies that prevent a perfect top-tier score. Overall, Visual Quality aligns with a strong 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt, including the overhead perspective, the presence of a sleek, silver jet, and the general environment of clouds and high altitude. However, certain dramatic aspects described in the prompt are not fully realized in the footage: the sequence does not show a clearly executed 90-degree vertical dive, and there is no evident translucent sonic boom or pronounced vortex trail. While the core visuals are present, the more extreme dynamic effects are missing, resulting in a moderate alignment level (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics and realism: the aircraft proportions, lighting, and interaction with the cloudy atmosphere are coherent, and there are no obvious physical contradictions. The absence of some dramatic dynamics does not introduce any inconsistency; it simply reduces the perceived intensity. Overall, Physical/Common-sense Consistency is solid but not exceptional (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.125,
+ "TA": 3.296875,
+ "MQ": 3.5625,
+ "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 shot from an extreme overhead angle with a rapid downward tilt, closely following a sleek, silver metallic fighter jet through a vast sea of white clouds. It envisions a near-perfect 90-degree vertical dive at high altitude, with a polished fuselage reflecting glare, visible swept wings and a single-seat bubble cockpit, and a scene punctuated by intense air resistance, potential fuselage distortions, a translucent sonic boom around the wings and nose, and a swirling vortex trail that conveys extreme speed and tension.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals are solid overall. The aircraft is clearly rendered with convincing metallic reflections and a believable cockpit silhouette. The clouds are well-textured and contribute to depth, and lighting remains consistent with a high-altitude setting. There are no major artifacts or distortions, and motion appears smooth across frames. However, there are occasional minor softness and slight color/contrast inconsistencies that prevent a perfect top-tier score. Overall, Visual Quality aligns with a strong 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt, including the overhead perspective, the presence of a sleek, silver jet, and the general environment of clouds and high altitude. However, certain dramatic aspects described in the prompt are not fully realized in the footage: the sequence does not show a clearly executed 90-degree vertical dive, and there is no evident translucent sonic boom or pronounced vortex trail. While the core visuals are present, the more extreme dynamic effects are missing, resulting in a moderate alignment level (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physics and realism: the aircraft proportions, lighting, and interaction with the cloudy atmosphere are coherent, and there are no obvious physical contradictions. The absence of some dramatic dynamics does not introduce any inconsistency; it simply reduces the perceived intensity. Overall, Physical/Common-sense Consistency is solid but not exceptional (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot from an extreme overhead angle, the camera tilts downward at breakneck speed, closely following a sleek, silver, metallic fighter jet as it violently tears through a vast, thick sea of white clouds. Almost instantly, it enters a perfect 90-degree vertical dive, plummeting downward at breathtaking speed. Its polished fuselage reflects a sharp gleam in the glaring sunlight at high altitude, its swept wings and single-seat bubble-shaped cockpit clearly visible. Due to the immense air resistance and hypersonic speed, the entire fuselage vibrates visibly, even subtle ripples and distortions appearing in the metal skin. A translucent sonic boom cloud forms around the wing edges and nose. The fighter jet leaves a swirling, chaotic vortex trail through the clouds, filling the entire scene with a sense of pure power, extreme speed, and awe-inspiring tension, creating an adrenaline-pumping visual impact.",
+ "seed": 31324,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a shot from an extreme overhead angle with a rapid downward tilt, closely following a sleek, silver metallic fighter jet through a dense sea of white clouds. It envisions a near-perfect 90-degree vertical dive at high altitude, with a polished fuselage reflecting glare, visible swept wings and a single-seat bubble cockpit, and a scene punctuated by intense air resistance, potential structural distortions, and a translucent sonic boom around the wings and nose. The sequence aims to convey extreme speed and dramatic tension.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are adequate but not outstanding. The aircraft is identifiable and the metallic finish is perceptible, and the clouds provide depth. However, there are occasional minor artifacts, slight color inconsistencies, and some compression or rendering limitations that prevent a consistently high-fidelity look. Overall, the quality is acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt (a fighter jet, a metallic finish, and a cloudy sky). However, key aspects of the prompt are not convincingly realized: the extreme overhead angle with a breakneck downward tilt is not clearly established, and the dramatic 90-degree dive, intense air resistance effects, and visible structural distortions are not convincingly depicted. The alignment is moderate rather than strong.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible flight dynamics and environmental interaction, with reasonable lighting and scale. Some aspects of extreme velocity and structural response are underrepresented, resulting in a moderate level of physical realism overall.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with room for improvement in achieving the more dramatic and physically detailed depiction described in the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.984375,
+ "TA": 2.640625,
+ "MQ": 3.03125,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a shot from an extreme overhead angle with a rapid downward tilt, closely following a sleek, silver metallic fighter jet through a dense sea of white clouds. It envisions a near-perfect 90-degree vertical dive at high altitude, with a polished fuselage reflecting glare, visible swept wings and a single-seat bubble cockpit, and a scene punctuated by intense air resistance, potential structural distortions, and a translucent sonic boom around the wings and nose. The sequence aims to convey extreme speed and dramatic tension.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are adequate but not outstanding. The aircraft is identifiable and the metallic finish is perceptible, and the clouds provide depth. However, there are occasional minor artifacts, slight color inconsistencies, and some compression or rendering limitations that prevent a consistently high-fidelity look. Overall, the quality is acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt (a fighter jet, a metallic finish, and a cloudy sky). However, key aspects of the prompt are not convincingly realized: the extreme overhead angle with a breakneck downward tilt is not clearly established, and the dramatic 90-degree dive, intense air resistance effects, and visible structural distortions are not convincingly depicted. The alignment is moderate rather than strong.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible flight dynamics and environmental interaction, with reasonable lighting and scale. Some aspects of extreme velocity and structural response are underrepresented, resulting in a moderate level of physical realism overall.\n\nOverall assessment:\nThe video demonstrates moderate performance across all three dimensions, with room for improvement in achieving the more dramatic and physically detailed depiction described in the prompt.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_10/index_tensor([6331, 6331])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_10/index_tensor([6331, 6331])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..afdca4c369ea7f6d6923226b4c8dcd0627fc2102
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_10/index_tensor([6331, 6331])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "shaky, handheld, medium shot at eye level immerses the viewer in an intimate and emotionally charged conversation. The camera's subtle, sustained movement focuses on a man in his 30s, his hair disheveled and shadowed at five o'clock, who speaks with passion. He wears a worn, dark blue denim jacket over a simple gray T-shirt, and sits leaning forward on a plush sofa. He gestures vigorously with his right hand, fingers spread and then clenched to punctuate his words. Across from him, a woman in her early 30s, her long, wavy brown hair partially obscuring her face, listens raptly. She wears a soft, cream-colored sweater. The scene is set in a cozy, dimly lit living room at night. A warm floor lamp casts a golden glow, creating soft shadows and highlighting the dancing dust particles in the air. When the man pauses, the woman slowly turns to meet his gaze, her expression softening with empathy, and she nods gently in deep agreement, a silent affirmation that resonates within the raw, authentic atmosphere of the moment.",
+ "seed": 7683,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_10/index_6331_seed_7683_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": 3.421875,
+ "video_score2_ta": 3.453125,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 10.0625,
+ "avg": 10.078125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "shaky, handheld, medium shot at eye level immerses the viewer in an intimate and emotionally charged conversation. The camera's subtle, sustained movement focuses on a man in his 30s, his hair disheveled and shadowed at five o'clock, who speaks with passion. He wears a worn, dark blue denim jacket over a simple gray T-shirt, and sits leaning forward on a plush sofa. He gestures vigorously with his right hand, fingers spread and then clenched to punctuate his words. Across from him, a woman in her early 30s, her long, wavy brown hair partially obscuring her face, listens raptly. She wears a soft, cream-colored sweater. The scene is set in a cozy, dimly lit living room at night. A warm floor lamp casts a golden glow, creating soft shadows and highlighting the dancing dust particles in the air. When the man pauses, the woman slowly turns to meet his gaze, her expression softening with empathy, and she nods gently in deep agreement, a silent affirmation that resonates within the raw, authentic atmosphere of the moment.",
+ "token_credit_reward": 10.0625,
+ "selected_reward": 10.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a man in his 30s with disheveled hair and a denim jacket, speaking with passion while leaning forward on a sofa; a woman in her 30s with long wavy hair wearing a cream sweater listens intently. The setting is a cozy, dimly lit living room at night with warm lighting and a soft, intimate mood. The frames largely reflect these elements, though some details (such as the exact shade of clothing or the precise timing of gestures) may not be perfectly matched throughout the sequence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate. The frames show decent resolution and general clarity, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a high-end look. Lighting remains warm and consistent across shots, and there are no major distortions or artifacts. The sequence appears stable with only minor motion blur during gestures, which is acceptable given the framing. In sum, the video presents a competent but not exceptional visual quality.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall. The key elements—man in his 30s with disheveled hair and denim jacket, woman in her 30s with long wavy hair and cream sweater, leaning forward on a sofa, and a warm, intimate living-room setting—are present. The man’s gestures and the woman’s attentive posture align with the described interaction, and the scene conveys the intended emotional tone. There are a few minor deviations in fine-grained details (e.g., exact shade of clothing or micro-timing of gestures), but they do not significantly detract from the overall alignment. Overall, Text-to-Video Alignment is high.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is generally plausible. Body proportions, seating posture, and spatial relationships feel natural, and lighting/shadows support depth. However, there are a few small inconsistencies in gesture timing and subtle facial expressions that prevent perfect realism. These minor issues keep the overall common-sense consistency at a moderate level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.421875,
+ "TA": 3.453125,
+ "MQ": 3.203125,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a man in his 30s with disheveled hair and a denim jacket, speaking with passion while leaning forward on a sofa; a woman in her 30s with long wavy hair wearing a cream sweater listens intently. The setting is a cozy, dimly lit living room at night with warm lighting and a soft, intimate mood. The frames largely reflect these elements, though some details (such as the exact shade of clothing or the precise timing of gestures) may not be perfectly matched throughout the sequence.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate. The frames show decent resolution and general clarity, but there are occasional minor softness and slight color/contrast inconsistencies that prevent a high-end look. Lighting remains warm and consistent across shots, and there are no major distortions or artifacts. The sequence appears stable with only minor motion blur during gestures, which is acceptable given the framing. In sum, the video presents a competent but not exceptional visual quality.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall. The key elements—man in his 30s with disheveled hair and denim jacket, woman in her 30s with long wavy hair and cream sweater, leaning forward on a sofa, and a warm, intimate living-room setting—are present. The man’s gestures and the woman’s attentive posture align with the described interaction, and the scene conveys the intended emotional tone. There are a few minor deviations in fine-grained details (e.g., exact shade of clothing or micro-timing of gestures), but they do not significantly detract from the overall alignment. Overall, Text-to-Video Alignment is high.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is generally plausible. Body proportions, seating posture, and spatial relationships feel natural, and lighting/shadows support depth. However, there are a few small inconsistencies in gesture timing and subtle facial expressions that prevent perfect realism. These minor issues keep the overall common-sense consistency at a moderate level.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "shaky, handheld, medium shot at eye level immerses the viewer in an intimate and emotionally charged conversation. The camera's subtle, sustained movement focuses on a man in his 30s, his hair disheveled and shadowed at five o'clock, who speaks with passion. He wears a worn, dark blue denim jacket over a simple gray T-shirt, and sits leaning forward on a plush sofa. He gestures vigorously with his right hand, fingers spread and then clenched to punctuate his words. Across from him, a woman in her early 30s, her long, wavy brown hair partially obscuring her face, listens raptly. She wears a soft, cream-colored sweater. The scene is set in a cozy, dimly lit living room at night. A warm floor lamp casts a golden glow, creating soft shadows and highlighting the dancing dust particles in the air. When the man pauses, the woman slowly turns to meet his gaze, her expression softening with empathy, and she nods gently in deep agreement, a silent affirmation that resonates within the raw, authentic atmosphere of the moment.",
+ "seed": 7684,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_10/index_6331_seed_7684_dp_20_rank_40_sample_1_slot_1.mp4",
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.515625,
+ "video_score2_ta": 3.59375,
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+ "video_score2_overall": 10.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a man in his 30s with disheveled hair and a beard, wearing a worn denim jacket over a gray T-shirt, sitting on a plush sofa and gesturing with his right hand while speaking passionately. Across from him sits a woman in her 30s with long wavy brown hair, wearing a cream-colored sweater, listening intently as he speaks. The setting is a cozy, dimly lit living room at night with a warm floor lamp casting a golden glow, creating soft shadows and highlighting dust particles in the air. When the man pauses, the woman slowly turns to meet his gaze, her expression softening with empathy, and she nods gently in deep agreement.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear facial features, clothing textures, and background elements, but there are occasional minor softness or compression artifacts that prevent a higher rating. Lighting remains warm and consistent across shots, and color grading supports the cozy atmosphere. No major distortions or abrupt frame-to-frame changes are evident, and the composition stays stable throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements are present: the man’s appearance (disheveled hair, beard), denim jacket over a gray shirt, seated on a plush sofa, and visible right-hand gestures; the woman with long wavy brown hair and a cream sweater; the intimate, dimly lit living room ambiance with a warm floor lamp. The sequence captures the intended emotional tone and progression, including the man pausing, the woman turning to meet his gaze, and a gentle nod. Minor deviations may exist in exact timing or emphasis of gestures, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Proportions, lighting, and spatial relationships appear plausible, and interactions feel believable. However, there are small inconsistencies in gesture timing and some micro-movements that could be refined to improve realism. Overall, the scene maintains coherence without obvious physical implausibilities.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.515625,
+ "TA": 3.59375,
+ "MQ": 3.3125,
+ "Overall": 10.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a man in his 30s with disheveled hair and a beard, wearing a worn denim jacket over a gray T-shirt, sitting on a plush sofa and gesturing with his right hand while speaking passionately. Across from him sits a woman in her 30s with long wavy brown hair, wearing a cream-colored sweater, listening intently as he speaks. The setting is a cozy, dimly lit living room at night with a warm floor lamp casting a golden glow, creating soft shadows and highlighting dust particles in the air. When the man pauses, the woman slowly turns to meet his gaze, her expression softening with empathy, and she nods gently in deep agreement.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear facial features, clothing textures, and background elements, but there are occasional minor softness or compression artifacts that prevent a higher rating. Lighting remains warm and consistent across shots, and color grading supports the cozy atmosphere. No major distortions or abrupt frame-to-frame changes are evident, and the composition stays stable throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements are present: the man’s appearance (disheveled hair, beard), denim jacket over a gray shirt, seated on a plush sofa, and visible right-hand gestures; the woman with long wavy brown hair and a cream sweater; the intimate, dimly lit living room ambiance with a warm floor lamp. The sequence captures the intended emotional tone and progression, including the man pausing, the woman turning to meet his gaze, and a gentle nod. Minor deviations may exist in exact timing or emphasis of gestures, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Proportions, lighting, and spatial relationships appear plausible, and interactions feel believable. However, there are small inconsistencies in gesture timing and some micro-movements that could be refined to improve realism. Overall, the scene maintains coherence without obvious physical implausibilities.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "shaky, handheld, medium shot at eye level immerses the viewer in an intimate and emotionally charged conversation. The camera's subtle, sustained movement focuses on a man in his 30s, his hair disheveled and shadowed at five o'clock, who speaks with passion. He wears a worn, dark blue denim jacket over a simple gray T-shirt, and sits leaning forward on a plush sofa. He gestures vigorously with his right hand, fingers spread and then clenched to punctuate his words. Across from him, a woman in her early 30s, her long, wavy brown hair partially obscuring her face, listens raptly. She wears a soft, cream-colored sweater. The scene is set in a cozy, dimly lit living room at night. A warm floor lamp casts a golden glow, creating soft shadows and highlighting the dancing dust particles in the air. When the man pauses, the woman slowly turns to meet his gaze, her expression softening with empathy, and she nods gently in deep agreement, a silent affirmation that resonates within the raw, authentic atmosphere of the moment.",
+ "seed": 7685,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_10/index_6331_seed_7685_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": 3.296875,
+ "video_score2_ta": 3.625,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 10.125,
+ "avg": 10.109375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "shaky, handheld, medium shot at eye level immerses the viewer in an intimate and emotionally charged conversation. The camera's subtle, sustained movement focuses on a man in his 30s, his hair disheveled and shadowed at five o'clock, who speaks with passion. He wears a worn, dark blue denim jacket over a simple gray T-shirt, and sits leaning forward on a plush sofa. He gestures vigorously with his right hand, fingers spread and then clenched to punctuate his words. Across from him, a woman in her early 30s, her long, wavy brown hair partially obscuring her face, listens raptly. She wears a soft, cream-colored sweater. The scene is set in a cozy, dimly lit living room at night. A warm floor lamp casts a golden glow, creating soft shadows and highlighting the dancing dust particles in the air. When the man pauses, the woman slowly turns to meet his gaze, her expression softening with empathy, and she nods gently in deep agreement, a silent affirmation that resonates within the raw, authentic atmosphere of the moment.",
+ "token_credit_reward": 10.125,
+ "selected_reward": 10.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene where a man in his 30s with disheveled hair and a worn denim jacket speaks passionately while leaning forward on a plush sofa, gesturing with his right hand. Across from him sits a woman in her 30s with long wavy brown hair, wearing a cream-colored sweater, listening intently as a warm floor lamp casts a golden glow in a cozy living room setting. The overall mood is intimate and emotionally charged, with the camera capturing a close, eye-level view that emphasizes the interaction between the two people.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear facial features, clothing textures, and background elements. Lighting remains warm and consistent across shots, and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited motion between frames, which reduces perceived dynamism and immersion. The framing and composition are stable and professional, but the lack of movement prevents a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The key elements—man in his 30s with disheveled hair and a worn denim jacket, woman in her 30s with long wavy hair and a cream sweater—are present, along with the leaning-forward posture, right-hand gestures, and the intimate conversational dynamic. The warm lighting and cozy living-room ambiance are well captured. The main gap is the absence of the described camera shake/handheld feel; otherwise, the scene closely matches the textual description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Proportions, clothing drape, and spatial relationships appear plausible, and lighting/shadows align with the environment. There are no obvious anatomical or physical inconsistencies. The static nature of the frames does not introduce any physical implausibilities, though it contributes to a sense of stillness rather than dynamic 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": 3.296875,
+ "TA": 3.625,
+ "MQ": 3.1875,
+ "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 scene where a man in his 30s with disheveled hair and a worn denim jacket speaks passionately while leaning forward on a plush sofa, gesturing with his right hand. Across from him sits a woman in her 30s with long wavy brown hair, wearing a cream-colored sweater, listening intently as a warm floor lamp casts a golden glow in a cozy living room setting. The overall mood is intimate and emotionally charged, with the camera capturing a close, eye-level view that emphasizes the interaction between the two people.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear facial features, clothing textures, and background elements. Lighting remains warm and consistent across shots, and there are no obvious distortions or artifacts. However, the sequence appears relatively static with limited motion between frames, which reduces perceived dynamism and immersion. The framing and composition are stable and professional, but the lack of movement prevents a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The key elements—man in his 30s with disheveled hair and a worn denim jacket, woman in her 30s with long wavy hair and a cream sweater—are present, along with the leaning-forward posture, right-hand gestures, and the intimate conversational dynamic. The warm lighting and cozy living-room ambiance are well captured. The main gap is the absence of the described camera shake/handheld feel; otherwise, the scene closely matches the textual description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Proportions, clothing drape, and spatial relationships appear plausible, and lighting/shadows align with the environment. There are no obvious anatomical or physical inconsistencies. The static nature of the frames does not introduce any physical implausibilities, though it contributes to a sense of stillness rather than dynamic realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "shaky, handheld, medium shot at eye level immerses the viewer in an intimate and emotionally charged conversation. The camera's subtle, sustained movement focuses on a man in his 30s, his hair disheveled and shadowed at five o'clock, who speaks with passion. He wears a worn, dark blue denim jacket over a simple gray T-shirt, and sits leaning forward on a plush sofa. He gestures vigorously with his right hand, fingers spread and then clenched to punctuate his words. Across from him, a woman in her early 30s, her long, wavy brown hair partially obscuring her face, listens raptly. She wears a soft, cream-colored sweater. The scene is set in a cozy, dimly lit living room at night. A warm floor lamp casts a golden glow, creating soft shadows and highlighting the dancing dust particles in the air. When the man pauses, the woman slowly turns to meet his gaze, her expression softening with empathy, and she nods gently in deep agreement, a silent affirmation that resonates within the raw, authentic atmosphere of the moment.",
+ "seed": 7686,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_10/index_6331_seed_7686_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.359375,
+ "video_score2_ta": 3.5,
+ "video_score2_mq": 3.203125,
+ "video_score2_overall": 10.0625,
+ "avg": 10.0625,
+ "reward_records": [
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+ "question": "shaky, handheld, medium shot at eye level immerses the viewer in an intimate and emotionally charged conversation. The camera's subtle, sustained movement focuses on a man in his 30s, his hair disheveled and shadowed at five o'clock, who speaks with passion. He wears a worn, dark blue denim jacket over a simple gray T-shirt, and sits leaning forward on a plush sofa. He gestures vigorously with his right hand, fingers spread and then clenched to punctuate his words. Across from him, a woman in her early 30s, her long, wavy brown hair partially obscuring her face, listens raptly. She wears a soft, cream-colored sweater. The scene is set in a cozy, dimly lit living room at night. A warm floor lamp casts a golden glow, creating soft shadows and highlighting the dancing dust particles in the air. When the man pauses, the woman slowly turns to meet his gaze, her expression softening with empathy, and she nods gently in deep agreement, a silent affirmation that resonates within the raw, authentic atmosphere of the moment.",
+ "token_credit_reward": 10.0625,
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
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+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a man in his 30s with disheveled hair and a worn denim jacket over a gray T-shirt, sitting on a plush sofa and gesturing while speaking passionately. Across from him sits a woman in her 30s with long wavy brown hair, wearing a cream-colored sweater, listening intently. The setting is a cozy, dimly lit living room at night with a warm floor lamp casting a golden glow, creating soft shadows and highlighting dust particles in the air. The interaction emphasizes a raw, authentic emotional moment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of faces, clothing, and background elements, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. Lighting remains warm and generally consistent across shots, with no major distortions or instability observed.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements—man in his 30s with disheveled hair and denim jacket, woman in her 30s with long wavy hair and cream sweater—are present, along with the described seating arrangement, gestures, and intimate conversational mood. Some very specific atmospheric details (e.g., dust particles in the air) are not clearly visible, but the core narrative and interactions align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Body proportions, spatial relationships, and lighting/shadows are coherent, and the scene reads as physically plausible. However, there may be minor timing or micro-movement nuances that could be refined to improve realism without breaking believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.359375,
+ "TA": 3.5,
+ "MQ": 3.203125,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a scene with a man in his 30s with disheveled hair and a worn denim jacket over a gray T-shirt, sitting on a plush sofa and gesturing while speaking passionately. Across from him sits a woman in her 30s with long wavy brown hair, wearing a cream-colored sweater, listening intently. The setting is a cozy, dimly lit living room at night with a warm floor lamp casting a golden glow, creating soft shadows and highlighting dust particles in the air. The interaction emphasizes a raw, authentic emotional moment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of faces, clothing, and background elements, but there are occasional minor artifacts and slight color/contrast inconsistencies that prevent a higher rating. Lighting remains warm and generally consistent across shots, with no major distortions or instability observed.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The key elements—man in his 30s with disheveled hair and denim jacket, woman in her 30s with long wavy hair and cream sweater—are present, along with the described seating arrangement, gestures, and intimate conversational mood. Some very specific atmospheric details (e.g., dust particles in the air) are not clearly visible, but the core narrative and interactions align well with the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Body proportions, spatial relationships, and lighting/shadows are coherent, and the scene reads as physically plausible. However, there may be minor timing or micro-movement nuances that could be refined to improve realism without breaking believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_11/index_tensor([9180, 9180])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_11/index_tensor([9180, 9180])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..7241a68af54dfba753f49de60e22ac0c48ef3bcc
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_11/index_tensor([9180, 9180])_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 an extreme close-up with a static, slightly elevated viewpoint, focusing on a quiet, physical moment. The scene features a polished silver tip hovering over a dark, reflective surface, with a pool of thick, golden syrup on a spoon. The syrup should appear translucent and luminous, catching warm light that creates highlights on the spoon and a distorted warm reflection on the surface. A viscous droplet should elongate under gravity into a shimmering amber thread, then separate with a silent thud and collapse into a small pool, generating subtle ripples as it expands outward in a slow-motion sequence. The overall mood is one of tranquil focus and sensory detail, highlighting the contrast between warm syrup and a cool surface.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and lighting remains warm and consistent, with convincing reflections on the metallic surfaces. The syrup texture reads as viscous and glossy, and the droplet elongation is clearly depicted. However, there are minor imperfections: occasional slight inconsistencies in the liquid’s surface tension and ripple dynamics, and a few frames where the reflection or pooling could be more precise. Overall, the visual quality is good and coherent, but not at the highest level.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt: the extreme close-up framing, the static elevated viewpoint, and the depiction of a polished spoon with a reflective surface are all present. The syrup appears golden and viscous, with a translucent, luminous look and a clear highlight along the spoon’s curve. The droplet elongation and gravity-driven flow are convincingly portrayed, and the sequence progresses toward separation and pooling with a slow-motion feel. The overall alignment is strong, with only minor deviations in surface interaction and ripple timing that do not significantly detract from fidelity.\n\nPhysical Consistency (Common-sense):\nThe dynamics follow plausible physical behavior: the syrup flows downward under gravity, pools, and ripples outward in a manner consistent with viscous fluids. Reflections and highlights behave realistically, and the spoon’s geometry remains stable throughout. There are no major violations of common-sense physics; any small refinements could further enhance realism, but the current depiction is coherent 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": {
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+ "TA": 3.71875,
+ "MQ": 3.8125,
+ "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 an extreme close-up with a static, slightly elevated viewpoint, focusing on a quiet, physical moment. The scene features a polished silver tip hovering over a dark, reflective surface, with a pool of thick, golden syrup on a spoon. The syrup should appear translucent and luminous, catching warm light that creates highlights on the spoon and a distorted warm reflection on the surface. A viscous droplet should elongate under gravity into a shimmering amber thread, then separate with a silent thud and collapse into a small pool, generating subtle ripples as it expands outward in a slow-motion sequence. The overall mood is one of tranquil focus and sensory detail, highlighting the contrast between warm syrup and a cool surface.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and lighting remains warm and consistent, with convincing reflections on the metallic surfaces. The syrup texture reads as viscous and glossy, and the droplet elongation is clearly depicted. However, there are minor imperfections: occasional slight inconsistencies in the liquid’s surface tension and ripple dynamics, and a few frames where the reflection or pooling could be more precise. Overall, the visual quality is good and coherent, but not at the highest level.\n\nText-to-Video Alignment Assessment:\nThe video aligns well with the prompt: the extreme close-up framing, the static elevated viewpoint, and the depiction of a polished spoon with a reflective surface are all present. The syrup appears golden and viscous, with a translucent, luminous look and a clear highlight along the spoon’s curve. The droplet elongation and gravity-driven flow are convincingly portrayed, and the sequence progresses toward separation and pooling with a slow-motion feel. The overall alignment is strong, with only minor deviations in surface interaction and ripple timing that do not significantly detract from fidelity.\n\nPhysical Consistency (Common-sense):\nThe dynamics follow plausible physical behavior: the syrup flows downward under gravity, pools, and ripples outward in a manner consistent with viscous fluids. Reflections and highlights behave realistically, and the spoon’s geometry remains stable throughout. There are no major violations of common-sense physics; any small refinements could further enhance realism, but the current depiction is coherent and credible.\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, captured from a static, slightly high-angle perspective, meticulously frames a quiet, physical moment. The polished silver tip of a teaspoon hovers above a perfectly dark, polished countertop, reflecting like black water. A pool of thick, golden syrup, translucent and luminous, rests on the spoon, capturing the soft, warm glow of an invisible overhead light. This light creates a brilliant highlight along the spoon's curve and a distorted, warm reflection on the countertop below. From the spoon's edge, a viscous droplet slowly and deliberately elongates, stretched by gravity into a shimmering amber thread. It finally separates with a silent thud and collapses onto the surface into a perfect little pool of syrup. The impact creates subtle, silent ripples that expand outward with a mesmerizing slow-motion effect. The atmosphere is one of tranquil focus and sensual detail, emphasizing the stark contrast between the warm, glowing syrup and the cool, dark surface.",
+ "seed": 15718,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_11/index_9180_seed_15718_dp_22_rank_44_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.4375,
+ "video_score2_ta": 3.328125,
+ "video_score2_mq": 3.59375,
+ "video_score2_overall": 10.375,
+ "avg": 10.359375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, captured from a static, slightly high-angle perspective, meticulously frames a quiet, physical moment. The polished silver tip of a teaspoon hovers above a perfectly dark, polished countertop, reflecting like black water. A pool of thick, golden syrup, translucent and luminous, rests on the spoon, capturing the soft, warm glow of an invisible overhead light. This light creates a brilliant highlight along the spoon's curve and a distorted, warm reflection on the countertop below. From the spoon's edge, a viscous droplet slowly and deliberately elongates, stretched by gravity into a shimmering amber thread. It finally separates with a silent thud and collapses onto the surface into a perfect little pool of syrup. The impact creates subtle, silent ripples that expand outward with a mesmerizing slow-motion effect. The atmosphere is one of tranquil focus and sensual detail, emphasizing the stark contrast between the warm, glowing syrup and the cool, dark surface.",
+ "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 an extreme close-up shot from a static, slightly high angle, focusing on a quiet, physical moment. The scene features a polished silver tip of a teaspoon hovering over a dark, polished countertop that reflects like black water. A pool of thick, golden syrup sits on the spoon, translucent and luminous, bathed in a soft, warm glow from an overhead light. The light creates a brilliant highlight along the spoon's curve and a distorted, warm reflection on the countertop. From the spoon's edge, a viscous droplet slowly elongates under gravity into a shimmering amber thread, then separates with a silent thud and collapses onto the surface into a perfect little pool of syrup. The impact produces subtle, silent ripples that expand outward with a mesmerizing slow-motion effect. The atmosphere is one of tranquil focus and sensory detail, highlighting the contrast between the warm syrup and the cool surface.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and lighting remains warm and consistent, with convincing reflections on the metallic surfaces. The syrup texture and translucency read well, and color grading supports the amber/golden tones. However, there are minor imperfections: occasional slight softness or compression artifacts, and a few frames where reflections or highlights feel marginally off. Overall, the visuals are coherent and pleasant, but they do not reach the highest level of polish throughout.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, a high-angle viewpoint, and a visible pool of golden syrup with reflective surfaces. However, some nuanced aspects are only partially realized. The droplet’s elongation and gravity-driven motion are present but not consistently emphasized, and the final collapse onto the surface is not always depicted with the same precision as described. The overall mood and lighting align with the prompt, but certain details (e.g., the exact sequence of the droplet’s behavior and its interaction with the surface) are not perfectly matched. In sum, alignment is moderate rather than exact.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible physical behavior: the syrup appears viscous, the droplet follows gravity, and reflections behave realistically. There are no glaring violations of common sense. Nevertheless, there are minor inconsistencies in timing and the precise dynamics of the droplet’s collapse and subsequent pooling, which prevent a flawless demonstration of physical realism. Overall, the physical consistency is acceptable but not exemplary.\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": 3.4375,
+ "TA": 3.328125,
+ "MQ": 3.59375,
+ "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 shot from a static, slightly high angle, focusing on a quiet, physical moment. The scene features a polished silver tip of a teaspoon hovering over a dark, polished countertop that reflects like black water. A pool of thick, golden syrup sits on the spoon, translucent and luminous, bathed in a soft, warm glow from an overhead light. The light creates a brilliant highlight along the spoon's curve and a distorted, warm reflection on the countertop. From the spoon's edge, a viscous droplet slowly elongates under gravity into a shimmering amber thread, then separates with a silent thud and collapses onto the surface into a perfect little pool of syrup. The impact produces subtle, silent ripples that expand outward with a mesmerizing slow-motion effect. The atmosphere is one of tranquil focus and sensory detail, highlighting the contrast between the warm syrup and the cool surface.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not flawless. The resolution is adequate and lighting remains warm and consistent, with convincing reflections on the metallic surfaces. The syrup texture and translucency read well, and color grading supports the amber/golden tones. However, there are minor imperfections: occasional slight softness or compression artifacts, and a few frames where reflections or highlights feel marginally off. Overall, the visuals are coherent and pleasant, but they do not reach the highest level of polish throughout.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, a high-angle viewpoint, and a visible pool of golden syrup with reflective surfaces. However, some nuanced aspects are only partially realized. The droplet’s elongation and gravity-driven motion are present but not consistently emphasized, and the final collapse onto the surface is not always depicted with the same precision as described. The overall mood and lighting align with the prompt, but certain details (e.g., the exact sequence of the droplet’s behavior and its interaction with the surface) are not perfectly matched. In sum, alignment is moderate rather than exact.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible physical behavior: the syrup appears viscous, the droplet follows gravity, and reflections behave realistically. There are no glaring violations of common sense. Nevertheless, there are minor inconsistencies in timing and the precise dynamics of the droplet’s collapse and subsequent pooling, which prevent a flawless demonstration of physical realism. Overall, the physical consistency is acceptable but not exemplary.\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 from a static, slightly high-angle perspective, meticulously frames a quiet, physical moment. The polished silver tip of a teaspoon hovers above a perfectly dark, polished countertop, reflecting like black water. A pool of thick, golden syrup, translucent and luminous, rests on the spoon, capturing the soft, warm glow of an invisible overhead light. This light creates a brilliant highlight along the spoon's curve and a distorted, warm reflection on the countertop below. From the spoon's edge, a viscous droplet slowly and deliberately elongates, stretched by gravity into a shimmering amber thread. It finally separates with a silent thud and collapses onto the surface into a perfect little pool of syrup. The impact creates subtle, silent ripples that expand outward with a mesmerizing slow-motion effect. The atmosphere is one of tranquil focus and sensual detail, emphasizing the stark contrast between the warm, glowing syrup and the cool, dark surface.",
+ "seed": 15719,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_11/index_9180_seed_15719_dp_23_rank_46_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "group_idx": 11,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.59375,
+ "video_score2_ta": 3.171875,
+ "video_score2_mq": 3.59375,
+ "video_score2_overall": 10.375,
+ "avg": 10.359375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, captured from a static, slightly high-angle perspective, meticulously frames a quiet, physical moment. The polished silver tip of a teaspoon hovers above a perfectly dark, polished countertop, reflecting like black water. A pool of thick, golden syrup, translucent and luminous, rests on the spoon, capturing the soft, warm glow of an invisible overhead light. This light creates a brilliant highlight along the spoon's curve and a distorted, warm reflection on the countertop below. From the spoon's edge, a viscous droplet slowly and deliberately elongates, stretched by gravity into a shimmering amber thread. It finally separates with a silent thud and collapses onto the surface into a perfect little pool of syrup. The impact creates subtle, silent ripples that expand outward with a mesmerizing slow-motion effect. The atmosphere is one of tranquil focus and sensual detail, emphasizing the stark contrast between the warm, glowing syrup and the cool, dark surface.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up with a static, slightly high-angle view focusing on a quiet, physical moment. The scene features a polished silver tip hovering over a dark, reflective surface, with a pool of thick golden syrup on a spoon. The syrup should appear translucent and luminous, catching warm light to create highlights and reflections. A viscous droplet should elongate under gravity into a shimmering amber thread, then separate with a silent thud and collapse into a small pool, generating subtle ripples as it expands outward in a slow-motion sequence. The overall mood is one of tranquil focus and sensory detail, highlighting the contrast between warm syrup and a cool surface.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The close-up framing, high contrast, and warm lighting are well-executed, contributing to a convincing sense of depth and materiality. The syrup’s viscosity and translucency read clearly, and the metallic surfaces show convincing reflections. There are occasional minor imperfections (e.g., slight edge softness or subtle color fringing) that prevent a flawless render, but these do not dominate the perception. Overall, Visual Quality is solid and aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, a high-angle perspective, and a visible pool of golden syrup with reflective highlights. However, some key aspects are not fully realized: the droplet’s elongation and gravity-driven stretching are not consistently demonstrated, and the final collapse into a small pool with outward ripples is only partially evident. The alignment is moderate rather than complete, corresponding to a mid-range score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible material interactions: the syrup pools, reflects light, and shows gravity-influenced movement. Yet certain dynamics feel stylized rather than strictly physically accurate (e.g., the precise timing of the droplet’s stretch and the exact collapse). These nuances keep the depiction believable while not guaranteeing strict physical fidelity, yielding a moderate level of common-sense consistency around 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "MQ": 3.59375,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up with a static, slightly high-angle view focusing on a quiet, physical moment. The scene features a polished silver tip hovering over a dark, reflective surface, with a pool of thick golden syrup on a spoon. The syrup should appear translucent and luminous, catching warm light to create highlights and reflections. A viscous droplet should elongate under gravity into a shimmering amber thread, then separate with a silent thud and collapse into a small pool, generating subtle ripples as it expands outward in a slow-motion sequence. The overall mood is one of tranquil focus and sensory detail, highlighting the contrast between warm syrup and a cool surface.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The close-up framing, high contrast, and warm lighting are well-executed, contributing to a convincing sense of depth and materiality. The syrup’s viscosity and translucency read clearly, and the metallic surfaces show convincing reflections. There are occasional minor imperfections (e.g., slight edge softness or subtle color fringing) that prevent a flawless render, but these do not dominate the perception. Overall, Visual Quality is solid and aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, a high-angle perspective, and a visible pool of golden syrup with reflective highlights. However, some key aspects are not fully realized: the droplet’s elongation and gravity-driven stretching are not consistently demonstrated, and the final collapse into a small pool with outward ripples is only partially evident. The alignment is moderate rather than complete, corresponding to a mid-range score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible material interactions: the syrup pools, reflects light, and shows gravity-influenced movement. Yet certain dynamics feel stylized rather than strictly physically accurate (e.g., the precise timing of the droplet’s stretch and the exact collapse). These nuances keep the depiction believable while not guaranteeing strict physical fidelity, yielding a moderate level of common-sense consistency around 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 from a static, slightly high-angle perspective, meticulously frames a quiet, physical moment. The polished silver tip of a teaspoon hovers above a perfectly dark, polished countertop, reflecting like black water. A pool of thick, golden syrup, translucent and luminous, rests on the spoon, capturing the soft, warm glow of an invisible overhead light. This light creates a brilliant highlight along the spoon's curve and a distorted, warm reflection on the countertop below. From the spoon's edge, a viscous droplet slowly and deliberately elongates, stretched by gravity into a shimmering amber thread. It finally separates with a silent thud and collapses onto the surface into a perfect little pool of syrup. The impact creates subtle, silent ripples that expand outward with a mesmerizing slow-motion effect. The atmosphere is one of tranquil focus and sensual detail, emphasizing the stark contrast between the warm, glowing syrup and the cool, dark surface.",
+ "seed": 15720,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_11/index_9180_seed_15720_dp_23_rank_46_sample_3_slot_1.mp4",
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+ "video_score2_vq": 3.265625,
+ "video_score2_ta": 2.109375,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.375,
+ "avg": 8.390625,
+ "reward_records": [
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+ "question": "An extreme close-up, captured from a static, slightly high-angle perspective, meticulously frames a quiet, physical moment. The polished silver tip of a teaspoon hovers above a perfectly dark, polished countertop, reflecting like black water. A pool of thick, golden syrup, translucent and luminous, rests on the spoon, capturing the soft, warm glow of an invisible overhead light. This light creates a brilliant highlight along the spoon's curve and a distorted, warm reflection on the countertop below. From the spoon's edge, a viscous droplet slowly and deliberately elongates, stretched by gravity into a shimmering amber thread. It finally separates with a silent thud and collapses onto the surface into a perfect little pool of syrup. The impact creates subtle, silent ripples that expand outward with a mesmerizing slow-motion effect. The atmosphere is one of tranquil focus and sensual detail, emphasizing the stark contrast between the warm, glowing syrup and the cool, dark surface.",
+ "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 an extreme close-up with a static, slightly high-angle view focusing on a quiet, physical moment. The scene features a polished silver tip of a teaspoon hovering over a dark, polished countertop that reflects like black water, with a pool of thick golden syrup on the spoon. The syrup should appear translucent and luminous, catching a soft, warm glow from overhead lighting. A highlight along the spoon's curve and a distorted warm reflection on the countertop are expected. From the spoon's edge, a viscous droplet should slowly elongate under gravity into a shimmering amber thread, then separate with a silent thud and collapse into a perfect little pool, with subtle ripples expanding outward in a slow-motion sequence. The overall mood is one of tranquil focus and sensory detail, highlighting the contrast between warm syrup and a cool surface.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur. The spoon and syrup are identifiable, but fine details are not consistently sharp. Lighting yields warm highlights and reflections, yet overall sharpness and texture fidelity are limited. The sequence remains stable with no obvious distortions or artifacts, but the overall image quality sits at a mid level rather than high-end. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, a metallic spoon, golden syrup, warm lighting, and reflective surfaces. However, key dynamic moments described in the prompt are not clearly realized: there is no evident droplet stretching, no visible separation or collapse of the syrup, and no pronounced ripple expansion. The result is a partial alignment where the static aspects align with the prompt while the intended motion is underrepresented. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the spoon rests on a surface, syrup pools realistically, and lighting/shadows behave consistently. There are no obvious violations of basic physics. The absence of the described dynamic actions does not introduce physical contradictions; it simply reduces narrative coherence. Overall Physical/Common-sense Consistency score: 3/5.\n\nGround-truth scores (for reference): Visual Quality 3, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.265625,
+ "TA": 2.109375,
+ "MQ": 3.015625,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up with a static, slightly high-angle view focusing on a quiet, physical moment. The scene features a polished silver tip of a teaspoon hovering over a dark, polished countertop that reflects like black water, with a pool of thick golden syrup on the spoon. The syrup should appear translucent and luminous, catching a soft, warm glow from overhead lighting. A highlight along the spoon's curve and a distorted warm reflection on the countertop are expected. From the spoon's edge, a viscous droplet should slowly elongate under gravity into a shimmering amber thread, then separate with a silent thud and collapse into a perfect little pool, with subtle ripples expanding outward in a slow-motion sequence. The overall mood is one of tranquil focus and sensory detail, highlighting the contrast between warm syrup and a cool surface.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and mild blur. The spoon and syrup are identifiable, but fine details are not consistently sharp. Lighting yields warm highlights and reflections, yet overall sharpness and texture fidelity are limited. The sequence remains stable with no obvious distortions or artifacts, but the overall image quality sits at a mid level rather than high-end. Overall Visual Quality score: 3/5.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, a metallic spoon, golden syrup, warm lighting, and reflective surfaces. However, key dynamic moments described in the prompt are not clearly realized: there is no evident droplet stretching, no visible separation or collapse of the syrup, and no pronounced ripple expansion. The result is a partial alignment where the static aspects align with the prompt while the intended motion is underrepresented. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the spoon rests on a surface, syrup pools realistically, and lighting/shadows behave consistently. There are no obvious violations of basic physics. The absence of the described dynamic actions does not introduce physical contradictions; it simply reduces narrative coherence. Overall Physical/Common-sense Consistency score: 3/5.\n\nGround-truth scores (for reference): Visual Quality 3, Text-to-Video Alignment 3, Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_12/index_tensor([2138, 2138])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_12/index_tensor([2138, 2138])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c0588a1f4d218ac1980c945a0d287794c2fce246
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_12/index_tensor([2138, 2138])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 6826,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_12/index_2138_seed_6826_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": 3.125,
+ "video_score2_ta": 3.28125,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 9.375,
+ "avg": 9.34375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
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+ "token_credit_reward": 9.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 featuring an elderly, anthropomorphic white duck with a black silk top hat and small gold-rimmed glasses, standing defiantly within a vast, ancient vault. The scene includes three yellow, furry nephews huddled beneath the wing, with a large, menacing shadow moving across the stone walls and a magical, emerald/sapphire glow from moss-lit treasure in the background. In the actual video, several elements align (the duck with hat and glasses, the presence of the three yellow figures, the vault setting, and the general color palette), but the dramatic narrative cues are under-realized. The shadow’s movement and the protective dynamic are not strongly conveyed, and the overall mood remains comparatively calmer than the prompt suggests.\n\nVisual Quality Assessment:\nThe visuals are clean and coherent, with a consistent painterly/animated style and adequate resolution. Colors are vibrant and well-defined, and lighting remains stable across frames. However, the sequence shows limited motion between frames, giving a somewhat static feel. Overall, visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nCore elements from the prompt are present (the duck with hat and glasses, the three yellow figures, the vault environment, and the general color scheme). Yet key narrative components—the dramatic shadow movement and the protective interaction—are not convincingly realized. The alignment is acceptable but not strong, reflecting a moderate level of correspondence.\n\nPhysical/Common-sense Consistency:\nCharacter proportions and spatial relationships stay coherent within the animated style, and there are no obvious physics violations. The scene maintains internal logic, though the lack of dynamic action reduces perceived realism. Overall, physical/common-sense consistency is moderate.\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": 3.125,
+ "TA": 3.28125,
+ "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. 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 featuring an elderly, anthropomorphic white duck with a black silk top hat and small gold-rimmed glasses, standing defiantly within a vast, ancient vault. The scene includes three yellow, furry nephews huddled beneath the wing, with a large, menacing shadow moving across the stone walls and a magical, emerald/sapphire glow from moss-lit treasure in the background. In the actual video, several elements align (the duck with hat and glasses, the presence of the three yellow figures, the vault setting, and the general color palette), but the dramatic narrative cues are under-realized. The shadow’s movement and the protective dynamic are not strongly conveyed, and the overall mood remains comparatively calmer than the prompt suggests.\n\nVisual Quality Assessment:\nThe visuals are clean and coherent, with a consistent painterly/animated style and adequate resolution. Colors are vibrant and well-defined, and lighting remains stable across frames. However, the sequence shows limited motion between frames, giving a somewhat static feel. Overall, visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Assessment:\nCore elements from the prompt are present (the duck with hat and glasses, the three yellow figures, the vault environment, and the general color scheme). Yet key narrative components—the dramatic shadow movement and the protective interaction—are not convincingly realized. The alignment is acceptable but not strong, reflecting a moderate level of correspondence.\n\nPhysical/Common-sense Consistency:\nCharacter proportions and spatial relationships stay coherent within the animated style, and there are no obvious physics violations. The scene maintains internal logic, though the lack of dynamic action reduces perceived realism. Overall, physical/common-sense consistency is moderate.\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"
+ ]
+ },
+ {
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+ "seed": 6827,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_12/index_2138_seed_6827_dp_24_rank_48_sample_1_slot_1.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 featuring an elderly, anthropomorphic white duck with a black silk top hat and gold-rimmed glasses, standing defiantly within a vast, ancient vault. The scene includes three small yellow puppies beneath the wing, raw stone blocks, ethereal moss, and scattered treasure, with a tense mood and a large shadow moving across the wall.\n\nVisual Quality Assessment:\nThe visuals are clean and well-rendered with a cohesive painterly style and vibrant colors. The character design remains consistent across frames, and the lighting supports the magical atmosphere. However, the sequence shows very limited motion between frames, resulting in a largely static presentation. This reduces the perceived motion quality, though overall rendering remains solid. Overall Visual Quality score: 4/5.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements (the duck with hat and glasses, the presence of puppies, the vault setting, and the general color palette). Yet crucial narrative cues from the prompt are missing or underdeveloped: there is no clear depiction of the shadow moving across the wall, and the protective stance described is not strongly conveyed. The alignment is moderate rather than strong. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical/Common-sense Consistency:\nSpatial relationships, proportions, and lighting are coherent throughout; the scene maintains plausible physics and consistent world rules. The lack of dynamic action does not introduce logical inconsistencies. Overall Physical Consistency score: 4/5.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 4\n\n\n(1) visual quality - clarity, smoothness, artifacts: 4\n(2) text-to-video alignment - fidelity to the prompt: 3\n(3) physical/common-sense consistency - naturalness and physics plausibility: 4\n",
+ "hard_scores": {
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+ },
+ "soft_scores": {
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+ "TA": 1.75,
+ "MQ": 1.953125,
+ "Overall": 7.625
+ }
+ }
+ ],
+ "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 static, slightly low-angled medium shot featuring an elderly, anthropomorphic white duck with a black silk top hat and gold-rimmed glasses, standing defiantly within a vast, ancient vault. The scene includes three small yellow puppies beneath the wing, raw stone blocks, ethereal moss, and scattered treasure, with a tense mood and a large shadow moving across the wall.\n\nVisual Quality Assessment:\nThe visuals are clean and well-rendered with a cohesive painterly style and vibrant colors. The character design remains consistent across frames, and the lighting supports the magical atmosphere. However, the sequence shows very limited motion between frames, resulting in a largely static presentation. This reduces the perceived motion quality, though overall rendering remains solid. Overall Visual Quality score: 4/5.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements (the duck with hat and glasses, the presence of puppies, the vault setting, and the general color palette). Yet crucial narrative cues from the prompt are missing or underdeveloped: there is no clear depiction of the shadow moving across the wall, and the protective stance described is not strongly conveyed. The alignment is moderate rather than strong. Overall Text-to-Video Alignment score: 3/5.\n\nPhysical/Common-sense Consistency:\nSpatial relationships, proportions, and lighting are coherent throughout; the scene maintains plausible physics and consistent world rules. The lack of dynamic action does not introduce logical inconsistencies. Overall Physical Consistency score: 4/5.\n\nGround-truth scores:\nVisual Quality: 4\nText-to-Video Alignment: 3\nPhysical Consistency: 4\n\n\n(1) visual quality - clarity, smoothness, artifacts: 4\n(2) text-to-video alignment - fidelity to the prompt: 3\n(3) physical/common-sense consistency - naturalness and physics plausibility: 4"
+ ]
+ },
+ {
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+ "seed": 6828,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_12/index_2138_seed_6828_dp_25_rank_50_sample_2_slot_0.mp4",
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+ "video_score2_overall": 8.9375,
+ "avg": 8.9375,
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+ "token_credit_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. 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 featuring an elderly, anthropomorphic white duck with a black silk top hat and gold-rimmed glasses, standing defiantly within a vast, ancient vault. The scene includes a protective wing posture over three small yellow puppies, with raw stone construction, ethereal moss lighting, scattered treasure, and a looming shadow. The description remains consistent with the overall composition across frames.\n\nVisual Quality Assessment:\nThe visuals are coherent and maintain a painterly, Studio Ghibli-inspired look with decent clarity. However, there are noticeable frame-to-frame inconsistencies, particularly in the moving shadow, which introduces mild temporal instability. Overall, the quality is moderate rather than high-end, aligning with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: the elderly duck character, the top hat, the gold-rimmed glasses, the protective wing pose over the puppies, the ancient vault setting, and the ethereal lighting. The presence of the shadow and the general mood are conveyed, though some dynamic details (such as the exact motion of the shadow or the precise interaction between the puppies and the wing) are not perfectly realized. Overall alignment is strong with minor deviations, corresponding to a high-but-not-perfect score.\n\nPhysical/Common-sense Consistency:\nSpatial relationships and character proportions are generally plausible, and the scene maintains internal coherence. The shadow’s movement and its interaction with the environment show occasional inconsistencies, but they do not break the overall believability. The result is a moderate level of physical consistency.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.84375,
+ "MQ": 3.09375,
+ "Overall": 8.9375
+ }
+ }
+ ],
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a static, slightly low-angled medium shot featuring an elderly, anthropomorphic white duck with a black silk top hat and gold-rimmed glasses, standing defiantly within a vast, ancient vault. The scene includes a protective wing posture over three small yellow puppies, with raw stone construction, ethereal moss lighting, scattered treasure, and a looming shadow. The description remains consistent with the overall composition across frames.\n\nVisual Quality Assessment:\nThe visuals are coherent and maintain a painterly, Studio Ghibli-inspired look with decent clarity. However, there are noticeable frame-to-frame inconsistencies, particularly in the moving shadow, which introduces mild temporal instability. Overall, the quality is moderate rather than high-end, aligning with a mid-range score.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the prompt elements: the elderly duck character, the top hat, the gold-rimmed glasses, the protective wing pose over the puppies, the ancient vault setting, and the ethereal lighting. The presence of the shadow and the general mood are conveyed, though some dynamic details (such as the exact motion of the shadow or the precise interaction between the puppies and the wing) are not perfectly realized. Overall alignment is strong with minor deviations, corresponding to a high-but-not-perfect score.\n\nPhysical/Common-sense Consistency:\nSpatial relationships and character proportions are generally plausible, and the scene maintains internal coherence. The shadow’s movement and its interaction with the environment show occasional inconsistencies, but they do not break the overall believability. The result is a moderate level of physical consistency.\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": 6829,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_12/index_2138_seed_6829_dp_25_rank_50_sample_3_slot_1.mp4",
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+ "token_credit_reward": 8.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 featuring an elderly, anthropomorphic white duck with a black silk top hat and gold-rimmed glasses, standing defiantly within a vast, ancient vault. The scene includes a protective wing posture over three yellow, fur-like children, with a cavernous stone vault, raw light from luminescent moss, scattered treasure, and a looming, shadowy threat. In the actual video, several elements align (the duck with hat and glasses, the protective wing pose, the presence of small yellow figures, the stone vault, and the scattered objects), but key aspects of the prompt are not realized. The overall mood and dramatic tension are only partially conveyed, and the specific narrative cues (e.g., the exact number of children, the precise treasure arrangement, and the shadowy threat) do not consistently match the description.\n\nVisual Quality Assessment:\nThe animation maintains a cohesive painterly style with decent clarity and consistent character design across frames. However, there are notable issues: occasional motion blur or artifacting during movement, some frame-to-frame inconsistencies in lighting and texture, and minor rendering artifacts that affect perceived sharpness. Overall, the visual quality is moderate rather than high, reflecting a mid-range assessment.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. Core elements such as the duck with hat and glasses, the protective wing pose, and the presence of small yellow figures are present, but several critical aspects are underrepresented or misrepresented (the exact number of children, the precise treasure arrangement, and the shadowy threat). The scene conveys a calm, static moment rather than the intended tense confrontation, resulting in a moderate level of alignment.\n\nPhysical/Common-sense Consistency:\nCharacter proportions and spatial relationships remain generally coherent, and the scene maintains plausible physical logic. Nevertheless, there are subtle inconsistencies in lighting, perspective, and object interactions that prevent a higher score. Overall, physical/common-sense consistency is acceptable but not strong.\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": 2.984375,
+ "TA": 2.78125,
+ "MQ": 2.890625,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "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 static, slightly low-angled medium shot featuring an elderly, anthropomorphic white duck with a black silk top hat and gold-rimmed glasses, standing defiantly within a vast, ancient vault. The scene includes a protective wing posture over three yellow, fur-like children, with a cavernous stone vault, raw light from luminescent moss, scattered treasure, and a looming, shadowy threat. In the actual video, several elements align (the duck with hat and glasses, the protective wing pose, the presence of small yellow figures, the stone vault, and the scattered objects), but key aspects of the prompt are not realized. The overall mood and dramatic tension are only partially conveyed, and the specific narrative cues (e.g., the exact number of children, the precise treasure arrangement, and the shadowy threat) do not consistently match the description.\n\nVisual Quality Assessment:\nThe animation maintains a cohesive painterly style with decent clarity and consistent character design across frames. However, there are notable issues: occasional motion blur or artifacting during movement, some frame-to-frame inconsistencies in lighting and texture, and minor rendering artifacts that affect perceived sharpness. Overall, the visual quality is moderate rather than high, reflecting a mid-range assessment.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. Core elements such as the duck with hat and glasses, the protective wing pose, and the presence of small yellow figures are present, but several critical aspects are underrepresented or misrepresented (the exact number of children, the precise treasure arrangement, and the shadowy threat). The scene conveys a calm, static moment rather than the intended tense confrontation, resulting in a moderate level of alignment.\n\nPhysical/Common-sense Consistency:\nCharacter proportions and spatial relationships remain generally coherent, and the scene maintains plausible physical logic. Nevertheless, there are subtle inconsistencies in lighting, perspective, and object interactions that prevent a higher score. Overall, physical/common-sense consistency is acceptable but not strong.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_13/index_tensor([5232, 5232])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_13/index_tensor([5232, 5232])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0072b5a87b3eec8609aaedc6f74609e89a78d46
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_13/index_tensor([5232, 5232])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium shot, shot from a slightly upward angle and handheld, imparts a subtle yet authentic tremor to the image, as if the photographer is holding his breath, overwhelmed by the overwhelming presence of the figure before him. At the center of the frame stands a white-haired, muscular martial arts master, standing like a rock in the center of an ancient Japanese dojo steeped in history. His graying hair is meticulously tied back in a bun, his weathered face etched with deep wrinkles, yet his eyes, sharp as a hawk, seem to pierce the surrounding gloom. He wears a traditional cotton kikofu (deep indigo), slightly faded from years of wear and washing, its edges showing signs of wear and tear, further highlighting his profound experience. His bare feet, firmly planted on the dark wooden floor, polished to a gleaming shine by time, his arms, veins visible, hanging naturally at his sides, his entire posture exuding an unwavering determination and composure. The dojo's backdrop is a hazy shoji paper door and a wall adorned with calligraphy depicting the character \"武.\" Wisps of dust drift slowly in the tangible, Tyndall-like beams of light slanting in from the high windows. The lighting throughout the scene is highly dramatic, with much of the space shrouded in deep shadow. Only the light precisely outlines the grandmaster's silver hair, the muscular lines of his shoulders, and the resolute expression on his face, creating an atmosphere of solemnity, power, and tranquility.",
+ "seed": 17894,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_13/index_5232_seed_17894_dp_26_rank_52_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.296875,
+ "video_score2_ta": 3.75,
+ "video_score2_mq": 3.34375,
+ "video_score2_overall": 10.375,
+ "avg": 10.390625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a slightly upward angle and handheld, imparts a subtle yet authentic tremor to the image, as if the photographer is holding his breath, overwhelmed by the overwhelming presence of the figure before him. At the center of the frame stands a white-haired, muscular martial arts master, standing like a rock in the center of an ancient Japanese dojo steeped in history. His graying hair is meticulously tied back in a bun, his weathered face etched with deep wrinkles, yet his eyes, sharp as a hawk, seem to pierce the surrounding gloom. He wears a traditional cotton kikofu (deep indigo), slightly faded from years of wear and washing, its edges showing signs of wear and tear, further highlighting his profound experience. His bare feet, firmly planted on the dark wooden floor, polished to a gleaming shine by time, his arms, veins visible, hanging naturally at his sides, his entire posture exuding an unwavering determination and composure. The dojo's backdrop is a hazy shoji paper door and a wall adorned with calligraphy depicting the character \"武.\" Wisps of dust drift slowly in the tangible, Tyndall-like beams of light slanting in from the high windows. The lighting throughout the scene is highly dramatic, with much of the space shrouded in deep shadow. Only the light precisely outlines the grandmaster's silver hair, the muscular lines of his shoulders, and the resolute expression on his face, creating an atmosphere of solemnity, power, and tranquility.",
+ "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 medium shot from a slightly upward angle with a handheld feel, featuring a white-haired, muscular martial arts master in an ancient Japanese dojo, wearing a traditional indigo kikofu, with a hazy shoji paper door and calligraphy on the wall, dramatic lighting, and wisps of dust in the air. The video largely adheres to these elements, though some details are not perfectly matched in every frame.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with occasional softness and mild noise in darker regions. Lighting creates strong contrast and atmosphere, but there are minor inconsistencies in brightness across shots. The sequence remains stable with no major distortions or artifacts, and the composition stays coherent throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a white-haired, muscular figure in a traditional dojo setting, wearing a deep indigo kikofu, with a hazy shoji door and visible calligraphy, dramatic lighting, and wisps of dust. Some fine-grained details (e.g., exact hand positioning, precise facial features) may vary, but the overall depiction closely follows the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, clothing drape, and environmental interactions, with coherent spatial relationships. A few minor inconsistencies in lighting interaction or subtle pose details 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": 3.296875,
+ "TA": 3.75,
+ "MQ": 3.34375,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a handheld feel, featuring a white-haired, muscular martial arts master in an ancient Japanese dojo, wearing a traditional indigo kikofu, with a hazy shoji paper door and calligraphy on the wall, dramatic lighting, and wisps of dust in the air. The video largely adheres to these elements, though some details are not perfectly matched in every frame.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with occasional softness and mild noise in darker regions. Lighting creates strong contrast and atmosphere, but there are minor inconsistencies in brightness across shots. The sequence remains stable with no major distortions or artifacts, and the composition stays coherent throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a white-haired, muscular figure in a traditional dojo setting, wearing a deep indigo kikofu, with a hazy shoji door and visible calligraphy, dramatic lighting, and wisps of dust. Some fine-grained details (e.g., exact hand positioning, precise facial features) may vary, but the overall depiction closely follows the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, clothing drape, and environmental interactions, with coherent spatial relationships. A few minor inconsistencies in lighting interaction or subtle pose details prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, shot from a slightly upward angle and handheld, imparts a subtle yet authentic tremor to the image, as if the photographer is holding his breath, overwhelmed by the overwhelming presence of the figure before him. At the center of the frame stands a white-haired, muscular martial arts master, standing like a rock in the center of an ancient Japanese dojo steeped in history. His graying hair is meticulously tied back in a bun, his weathered face etched with deep wrinkles, yet his eyes, sharp as a hawk, seem to pierce the surrounding gloom. He wears a traditional cotton kikofu (deep indigo), slightly faded from years of wear and washing, its edges showing signs of wear and tear, further highlighting his profound experience. His bare feet, firmly planted on the dark wooden floor, polished to a gleaming shine by time, his arms, veins visible, hanging naturally at his sides, his entire posture exuding an unwavering determination and composure. The dojo's backdrop is a hazy shoji paper door and a wall adorned with calligraphy depicting the character \"武.\" Wisps of dust drift slowly in the tangible, Tyndall-like beams of light slanting in from the high windows. The lighting throughout the scene is highly dramatic, with much of the space shrouded in deep shadow. Only the light precisely outlines the grandmaster's silver hair, the muscular lines of his shoulders, and the resolute expression on his face, creating an atmosphere of solemnity, power, and tranquility.",
+ "seed": 17895,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_13/index_5232_seed_17895_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": 3.390625,
+ "video_score2_ta": 3.546875,
+ "video_score2_mq": 3.453125,
+ "video_score2_overall": 10.375,
+ "avg": 10.390625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a slightly upward angle and handheld, imparts a subtle yet authentic tremor to the image, as if the photographer is holding his breath, overwhelmed by the overwhelming presence of the figure before him. At the center of the frame stands a white-haired, muscular martial arts master, standing like a rock in the center of an ancient Japanese dojo steeped in history. His graying hair is meticulously tied back in a bun, his weathered face etched with deep wrinkles, yet his eyes, sharp as a hawk, seem to pierce the surrounding gloom. He wears a traditional cotton kikofu (deep indigo), slightly faded from years of wear and washing, its edges showing signs of wear and tear, further highlighting his profound experience. His bare feet, firmly planted on the dark wooden floor, polished to a gleaming shine by time, his arms, veins visible, hanging naturally at his sides, his entire posture exuding an unwavering determination and composure. The dojo's backdrop is a hazy shoji paper door and a wall adorned with calligraphy depicting the character \"武.\" Wisps of dust drift slowly in the tangible, Tyndall-like beams of light slanting in from the high windows. The lighting throughout the scene is highly dramatic, with much of the space shrouded in deep shadow. Only the light precisely outlines the grandmaster's silver hair, the muscular lines of his shoulders, and the resolute expression on his face, creating an atmosphere of solemnity, power, and tranquility.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
+ "frame_importance": [
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+ 0.4690433740615845,
+ 0.33212515711784363
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a handheld feel, featuring a white-haired, muscular martial arts master in a traditional dojo setting. The description emphasizes the figure's presence, attire, and the historical ambiance of the environment.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there is limited motion between frames, resulting in a somewhat static feel. No major artifacts or distortions are evident, and the composition remains stable; however, the lack of movement reduces perceived dynamism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a white-haired, muscular figure in a traditional dojo, wearing a deep indigo kikofu, with a bun, weathered face, and a commanding presence. The setting, attire, and atmosphere align well with the description. Some minor deviations exist in exact camera angle and the visibility of certain details, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The figure’s proportions, clothing drape, and lighting interactions appear plausible, and the scene maintains coherent spatial relationships. There are no glaring anatomical or physical inconsistencies, though some micro-level cues could be refined for higher realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.546875,
+ "MQ": 3.453125,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a handheld feel, featuring a white-haired, muscular martial arts master in a traditional dojo setting. The description emphasizes the figure's presence, attire, and the historical ambiance of the environment.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there is limited motion between frames, resulting in a somewhat static feel. No major artifacts or distortions are evident, and the composition remains stable; however, the lack of movement reduces perceived dynamism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a white-haired, muscular figure in a traditional dojo, wearing a deep indigo kikofu, with a bun, weathered face, and a commanding presence. The setting, attire, and atmosphere align well with the description. Some minor deviations exist in exact camera angle and the visibility of certain details, but these do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The figure’s proportions, clothing drape, and lighting interactions appear plausible, and the scene maintains coherent spatial relationships. There are no glaring anatomical or physical inconsistencies, though some micro-level cues could be refined for higher 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"
+ ]
+ },
+ {
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+ "seed": 17896,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_13/index_5232_seed_17896_dp_27_rank_54_sample_2_slot_0.mp4",
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+ "question": "medium shot, shot from a slightly upward angle and handheld, imparts a subtle yet authentic tremor to the image, as if the photographer is holding his breath, overwhelmed by the overwhelming presence of the figure before him. At the center of the frame stands a white-haired, muscular martial arts master, standing like a rock in the center of an ancient Japanese dojo steeped in history. His graying hair is meticulously tied back in a bun, his weathered face etched with deep wrinkles, yet his eyes, sharp as a hawk, seem to pierce the surrounding gloom. He wears a traditional cotton kikofu (deep indigo), slightly faded from years of wear and washing, its edges showing signs of wear and tear, further highlighting his profound experience. His bare feet, firmly planted on the dark wooden floor, polished to a gleaming shine by time, his arms, veins visible, hanging naturally at his sides, his entire posture exuding an unwavering determination and composure. The dojo's backdrop is a hazy shoji paper door and a wall adorned with calligraphy depicting the character \"武.\" Wisps of dust drift slowly in the tangible, Tyndall-like beams of light slanting in from the high windows. The lighting throughout the scene is highly dramatic, with much of the space shrouded in deep shadow. Only the light precisely outlines the grandmaster's silver hair, the muscular lines of his shoulders, and the resolute expression on his face, creating an atmosphere of solemnity, power, and 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 medium shot from a slightly upward angle with a handheld feel, featuring a white-haired, muscular martial arts master in a traditional dojo setting. The description emphasizes the figure's presence, attire, and the historical ambiance of the environment.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, but there are occasional softness and minor compression artifacts that prevent a higher-fidelity look. Lighting remains dramatic and consistent across shots, with good contrast between lit areas and shadows. The sequence appears stable with no major distortions, though some minor motion blur or noise may be present. In sum, the visuals convey the intended scene adequately without reaching high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a medium shot, a slightly upward angle, a handheld feel, a white-haired, muscular figure in a traditional dojo, wearing a deep indigo kikofu, bare feet on a polished wooden floor, and a hazy background with calligraphy. The mood and composition align well with the prompt, and the scene maintains coherence with the described setting. A few minor deviations exist (e.g., slight variations in exact camera angle or background details) that do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The figure’s proportions, clothing drape, and interaction with the environment appear plausible, and lighting/shadows behave realistically. However, there are minor inconsistencies in fine-grained physics cues (e.g., subtle fabric behavior under movement, edge interactions with the floor or background) that prevent a higher level of realism. Overall, the scene remains believable and coherent, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.015625,
+ "TA": 3.46875,
+ "MQ": 3.296875,
+ "Overall": 9.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a handheld feel, featuring a white-haired, muscular martial arts master in a traditional dojo setting. The description emphasizes the figure's presence, attire, and the historical ambiance of the environment.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, but there are occasional softness and minor compression artifacts that prevent a higher-fidelity look. Lighting remains dramatic and consistent across shots, with good contrast between lit areas and shadows. The sequence appears stable with no major distortions, though some minor motion blur or noise may be present. In sum, the visuals convey the intended scene adequately without reaching high-end realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a medium shot, a slightly upward angle, a handheld feel, a white-haired, muscular figure in a traditional dojo, wearing a deep indigo kikofu, bare feet on a polished wooden floor, and a hazy background with calligraphy. The mood and composition align well with the prompt, and the scene maintains coherence with the described setting. A few minor deviations exist (e.g., slight variations in exact camera angle or background details) that do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The figure’s proportions, clothing drape, and interaction with the environment appear plausible, and lighting/shadows behave realistically. However, there are minor inconsistencies in fine-grained physics cues (e.g., subtle fabric behavior under movement, edge interactions with the floor or background) that prevent a higher level of realism. Overall, the scene remains believable and coherent, but not flawless in terms of physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, shot from a slightly upward angle and handheld, imparts a subtle yet authentic tremor to the image, as if the photographer is holding his breath, overwhelmed by the overwhelming presence of the figure before him. At the center of the frame stands a white-haired, muscular martial arts master, standing like a rock in the center of an ancient Japanese dojo steeped in history. His graying hair is meticulously tied back in a bun, his weathered face etched with deep wrinkles, yet his eyes, sharp as a hawk, seem to pierce the surrounding gloom. He wears a traditional cotton kikofu (deep indigo), slightly faded from years of wear and washing, its edges showing signs of wear and tear, further highlighting his profound experience. His bare feet, firmly planted on the dark wooden floor, polished to a gleaming shine by time, his arms, veins visible, hanging naturally at his sides, his entire posture exuding an unwavering determination and composure. The dojo's backdrop is a hazy shoji paper door and a wall adorned with calligraphy depicting the character \"武.\" Wisps of dust drift slowly in the tangible, Tyndall-like beams of light slanting in from the high windows. The lighting throughout the scene is highly dramatic, with much of the space shrouded in deep shadow. Only the light precisely outlines the grandmaster's silver hair, the muscular lines of his shoulders, and the resolute expression on his face, creating an atmosphere of solemnity, power, and tranquility.",
+ "seed": 17897,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_13/index_5232_seed_17897_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": 3.703125,
+ "video_score2_ta": 3.90625,
+ "video_score2_mq": 3.890625,
+ "video_score2_overall": 11.5,
+ "avg": 11.5,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a slightly upward angle and handheld, imparts a subtle yet authentic tremor to the image, as if the photographer is holding his breath, overwhelmed by the overwhelming presence of the figure before him. At the center of the frame stands a white-haired, muscular martial arts master, standing like a rock in the center of an ancient Japanese dojo steeped in history. His graying hair is meticulously tied back in a bun, his weathered face etched with deep wrinkles, yet his eyes, sharp as a hawk, seem to pierce the surrounding gloom. He wears a traditional cotton kikofu (deep indigo), slightly faded from years of wear and washing, its edges showing signs of wear and tear, further highlighting his profound experience. His bare feet, firmly planted on the dark wooden floor, polished to a gleaming shine by time, his arms, veins visible, hanging naturally at his sides, his entire posture exuding an unwavering determination and composure. The dojo's backdrop is a hazy shoji paper door and a wall adorned with calligraphy depicting the character \"武.\" Wisps of dust drift slowly in the tangible, Tyndall-like beams of light slanting in from the high windows. The lighting throughout the scene is highly dramatic, with much of the space shrouded in deep shadow. Only the light precisely outlines the grandmaster's silver hair, the muscular lines of his shoulders, and the resolute expression on his face, creating an atmosphere of solemnity, power, and tranquility.",
+ "token_credit_reward": 11.5,
+ "selected_reward": 11.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a handheld feel, featuring a white-haired, muscular martial arts master in an ancient dojo, wearing a traditional indigo kikofu, with a hazy shoji door and calligraphy in the background, dramatic lighting, and wisps of dust. The video largely follows these elements, but several details are not perfectly realized, resulting in a moderate alignment overall.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear depiction of the subject and environment. Lighting creates strong contrast and depth, and the composition remains stable across shots. There are no major distortions or artifacts, though some minor softness or noise may be present in certain frames. Overall, Visual Quality is solid but not exceptional, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nMost core aspects of the prompt are captured: the medium shot, the slightly upward angle, the handheld feel, the central placement of a white-haired, muscular figure, the traditional attire, the hazy background, and the dramatic lighting. However, a few specifics—such as precise hand positioning, exact facial features, and the visibility of calligraphy—are not perfectly matched. The alignment is adequate but not flawless, corresponding to a score of 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, clothing behavior, and environmental interactions; there are no obvious physics violations. Some minor inconsistencies exist (e.g., slight variations in lighting/shadow interaction or subtle fabric behavior) that prevent a perfect match, but overall coherence remains acceptable, yielding a score of 3.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.703125,
+ "TA": 3.90625,
+ "MQ": 3.890625,
+ "Overall": 11.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle with a handheld feel, featuring a white-haired, muscular martial arts master in an ancient dojo, wearing a traditional indigo kikofu, with a hazy shoji door and calligraphy in the background, dramatic lighting, and wisps of dust. The video largely follows these elements, but several details are not perfectly realized, resulting in a moderate alignment overall.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear depiction of the subject and environment. Lighting creates strong contrast and depth, and the composition remains stable across shots. There are no major distortions or artifacts, though some minor softness or noise may be present in certain frames. Overall, Visual Quality is solid but not exceptional, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nMost core aspects of the prompt are captured: the medium shot, the slightly upward angle, the handheld feel, the central placement of a white-haired, muscular figure, the traditional attire, the hazy background, and the dramatic lighting. However, a few specifics—such as precise hand positioning, exact facial features, and the visibility of calligraphy—are not perfectly matched. The alignment is adequate but not flawless, corresponding to a score of 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, clothing behavior, and environmental interactions; there are no obvious physics violations. Some minor inconsistencies exist (e.g., slight variations in lighting/shadow interaction or subtle fabric behavior) that prevent a perfect match, but overall coherence remains acceptable, yielding 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_14/index_tensor([7243, 7243])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_14/index_tensor([7243, 7243])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..43346428404161f69d1fd13d57909a12c1697650
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_14/index_tensor([7243, 7243])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, handheld shot, simulating the effects of night vision goggles, bathed in a grainy, monochromatic phosphorescent green shimmering with digital noise, slowly and steadily follows a towering skeletal figure. The figure is draped in a tattered, dark cloak that sways subtly with its movements, its weathered bones gleaming palely in the eerie green light. One of its gnarled hands grips a massive sickle. The wooden handle is ancient and curved, and the long, curved blade, rusted and chipped, reflects a harsh, bright green streak in the night vision lens's enhanced effect. The figure moves with a ghostly, leisurely pace through a long-abandoned cemetery, its skull turning slightly from side to side, its hollow eye sockets seeming to survey its surroundings. In the background, overgrown and crooked, ancient tombstones appear blurred and distorted in the green glow, their outlines draped in the dark silhouettes of ivy. The ground is covered with thick dead leaves, and each step of the skeleton is silent, without disturbing the dead silence of the land, which together creates an eerie sense of surveillance and supernatural tension, as if the audience is peeking at this ominous exploration process through the first-person perspective of some inhuman device.",
+ "seed": 9339,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_14/index_7243_seed_9339_dp_28_rank_56_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.265625,
+ "video_score2_ta": 3.578125,
+ "video_score2_mq": 3.28125,
+ "video_score2_overall": 10.125,
+ "avg": 10.125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, handheld shot, simulating the effects of night vision goggles, bathed in a grainy, monochromatic phosphorescent green shimmering with digital noise, slowly and steadily follows a towering skeletal figure. The figure is draped in a tattered, dark cloak that sways subtly with its movements, its weathered bones gleaming palely in the eerie green light. One of its gnarled hands grips a massive sickle. The wooden handle is ancient and curved, and the long, curved blade, rusted and chipped, reflects a harsh, bright green streak in the night vision lens's enhanced effect. The figure moves with a ghostly, leisurely pace through a long-abandoned cemetery, its skull turning slightly from side to side, its hollow eye sockets seeming to survey its surroundings. In the background, overgrown and crooked, ancient tombstones appear blurred and distorted in the green glow, their outlines draped in the dark silhouettes of ivy. The ground is covered with thick dead leaves, and each step of the skeleton is silent, without disturbing the dead silence of the land, which together creates an eerie sense of surveillance and supernatural tension, as if the audience is peeking at this ominous exploration process through the first-person perspective of some inhuman device.",
+ "token_credit_reward": 10.125,
+ "selected_reward": 10.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, handheld shot using night-vision goggles, featuring a towering skeletal figure in a tattered cloak moving through an overgrown cemetery. The scene includes a gnarled hand gripping a massive, weathered sickle with a wooden, ancient handle and a long, curved blade that reflects green light. The atmosphere is eerie, with the figure moving with a ghostly, deliberate pace and the camera following the subject through the desolate landscape.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity but exhibit some softness and minor artifacts. The green night-vision aesthetic is present and consistent, though color grading and contrast are not perfectly uniform across all frames. The lighting supports the nocturnal mood, and the composition remains stable, but there are occasional slight inconsistencies in sharpness and artifacting that 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 skeletal figure, a tattered cloak, a massive sickle with a weathered appearance, and a green night-vision ambiance. The low-angle handheld feel is suggested by the framing, and the eerie atmosphere aligns with the description. Some aspects—such as precise motion dynamics and the exact cadence of the figure’s steps—are inferred rather than directly observable in static frames, leaving room for minor deviations. Nevertheless, the major prompt components are well represented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible proportions and interactions within the supernatural context, with the skeletal figure and its equipment behaving in a believable manner given the setting. There are no glaring logical contradictions, though some stylized or fantastical details may introduce mild deviations from strict real-world physics.\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": 3.578125,
+ "MQ": 3.28125,
+ "Overall": 10.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, handheld shot using night-vision goggles, featuring a towering skeletal figure in a tattered cloak moving through an overgrown cemetery. The scene includes a gnarled hand gripping a massive, weathered sickle with a wooden, ancient handle and a long, curved blade that reflects green light. The atmosphere is eerie, with the figure moving with a ghostly, deliberate pace and the camera following the subject through the desolate landscape.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity but exhibit some softness and minor artifacts. The green night-vision aesthetic is present and consistent, though color grading and contrast are not perfectly uniform across all frames. The lighting supports the nocturnal mood, and the composition remains stable, but there are occasional slight inconsistencies in sharpness and artifacting that 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 skeletal figure, a tattered cloak, a massive sickle with a weathered appearance, and a green night-vision ambiance. The low-angle handheld feel is suggested by the framing, and the eerie atmosphere aligns with the description. Some aspects—such as precise motion dynamics and the exact cadence of the figure’s steps—are inferred rather than directly observable in static frames, leaving room for minor deviations. Nevertheless, the major prompt components are well represented.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible proportions and interactions within the supernatural context, with the skeletal figure and its equipment behaving in a believable manner given the setting. There are no glaring logical contradictions, though some stylized or fantastical details may introduce mild deviations from strict real-world physics.\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": 9340,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_14/index_7243_seed_9340_dp_28_rank_56_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.125,
+ "video_score2_ta": 3.53125,
+ "video_score2_mq": 2.953125,
+ "video_score2_overall": 9.625,
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+ "question": "low-angle, handheld shot, simulating the effects of night vision goggles, bathed in a grainy, monochromatic phosphorescent green shimmering with digital noise, slowly and steadily follows a towering skeletal figure. The figure is draped in a tattered, dark cloak that sways subtly with its movements, its weathered bones gleaming palely in the eerie green light. One of its gnarled hands grips a massive sickle. The wooden handle is ancient and curved, and the long, curved blade, rusted and chipped, reflects a harsh, bright green streak in the night vision lens's enhanced effect. The figure moves with a ghostly, leisurely pace through a long-abandoned cemetery, its skull turning slightly from side to side, its hollow eye sockets seeming to survey its surroundings. In the background, overgrown and crooked, ancient tombstones appear blurred and distorted in the green glow, their outlines draped in the dark silhouettes of ivy. The ground is covered with thick dead leaves, and each step of the skeleton is silent, without disturbing the dead silence of the land, which together creates an eerie sense of surveillance and supernatural tension, as if the audience is peeking at this ominous exploration process through the first-person perspective of some inhuman device.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, handheld shot using night-vision aesthetics (grainy, monochrome phosphorescent green with digital noise). It envisions a towering skeletal figure in a tattered dark cloak, moving through an overgrown cemetery, with a gnarled hand gripping a massive sickle whose wooden handle is ancient and curved and whose blade is long, curved, and weathered. The scene should convey a ghostly, deliberate pace, with the skull turning subtly and hollow eye sockets surveying the surroundings, while background tombstones blur into dark silhouettes in the green glow and the ground is carpeted with dead leaves. The overall mood is one of eerie surveillance and supernatural tension.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the green night-vision aesthetic is consistently applied, with convincing lighting and atmosphere. The cemetery setting reads clearly, and the skeletal figure remains well defined against the background. There are no major distortions or artifacts, and the sequence maintains coherence across frames. However, there are occasional minor inconsistencies in fine details (e.g., slight variations in the cloak folds or the exact curvature of the sickle) that prevent a higher-end impression. Overall, Visual Quality aligns with a moderate level (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—night-vision ambiance, a prominent skeletal figure, a dark cloak, and a cemetery backdrop with a green glow. However, certain aspects are only partially realized: the camera angle does not convincingly read as low-angle, and the motion appears relatively static rather than a deliberate, ghostly traversal. The gnarled hand and the massive sickle are present, but the precise weathering and texture cues described in the prompt are not consistently evident. While the mood and setting align reasonably well, the overall dynamic execution and fidelity to every textual cue are moderate. Therefore, Text-to-Video Alignment is best characterized as moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical behavior: the figure’s proportions, the way the cloak drapes, and the interaction of the green light with surfaces are coherent, and there are no obvious violations of basic physics. Some minor inconsistencies exist (e.g., subtle variations in the cloak’s drape or the perceived weight of the sickle), but they do not undermine overall plausibility. The physical consistency is acceptable but not flawless, corresponding to a moderate rating (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.125,
+ "TA": 3.53125,
+ "MQ": 2.953125,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, handheld shot using night-vision aesthetics (grainy, monochrome phosphorescent green with digital noise). It envisions a towering skeletal figure in a tattered dark cloak, moving through an overgrown cemetery, with a gnarled hand gripping a massive sickle whose wooden handle is ancient and curved and whose blade is long, curved, and weathered. The scene should convey a ghostly, deliberate pace, with the skull turning subtly and hollow eye sockets surveying the surroundings, while background tombstones blur into dark silhouettes in the green glow and the ground is carpeted with dead leaves. The overall mood is one of eerie surveillance and supernatural tension.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate and the green night-vision aesthetic is consistently applied, with convincing lighting and atmosphere. The cemetery setting reads clearly, and the skeletal figure remains well defined against the background. There are no major distortions or artifacts, and the sequence maintains coherence across frames. However, there are occasional minor inconsistencies in fine details (e.g., slight variations in the cloak folds or the exact curvature of the sickle) that prevent a higher-end impression. Overall, Visual Quality aligns with a moderate level (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—night-vision ambiance, a prominent skeletal figure, a dark cloak, and a cemetery backdrop with a green glow. However, certain aspects are only partially realized: the camera angle does not convincingly read as low-angle, and the motion appears relatively static rather than a deliberate, ghostly traversal. The gnarled hand and the massive sickle are present, but the precise weathering and texture cues described in the prompt are not consistently evident. While the mood and setting align reasonably well, the overall dynamic execution and fidelity to every textual cue are moderate. Therefore, Text-to-Video Alignment is best characterized as moderate (score 3).\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical behavior: the figure’s proportions, the way the cloak drapes, and the interaction of the green light with surfaces are coherent, and there are no obvious violations of basic physics. Some minor inconsistencies exist (e.g., subtle variations in the cloak’s drape or the perceived weight of the sickle), but they do not undermine overall plausibility. The physical consistency is acceptable but not flawless, corresponding to a moderate rating (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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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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, handheld shot using night-vision aesthetics (grainy, monochrome phosphorescent green with digital noise). It envisions a towering skeletal figure in a tattered cloak moving through an overgrown cemetery, with a gnarled hand gripping a massive, weathered sickle and a ghostly, deliberate gait. The scene should convey an eerie surveillance mood, with the camera following the figure as it traverses the desolate landscape.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable grain and some softness that reduce sharpness. The green tint and atmospheric lighting align with the night-vision aesthetic, though color consistency varies across shots. There are occasional minor artifacts and slight blur, yet no pervasive distortions or severe frame-level issues. The sequence remains legible and coherent, but the overall clarity does not reach high-fidelity levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a low-angle handheld feel, night-vision green tint, a prominent skeletal figure in a dark cloak, and a large weathered sickle. The setting reads as a desolate, overgrown cemetery with tombstones and dead vegetation. The pacing appears measured and the mood feels eerie and surveillance-like. Some finer details (e.g., precise hand motion, exact cloak dynamics) are present but not perfectly synchronized, leaving room for minor deviations while preserving overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting within the supernatural context, with the skeletal figure moving through the environment in a believable manner. However, there are subtle inconsistencies in how the cloak drapes and how the sickle interacts with the ground and wind, and a few environmental interactions could be tightened for stronger realism. Overall, the scene remains coherent and readable, but not flawless in physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.078125,
+ "TA": 3.75,
+ "MQ": 3.09375,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, handheld shot using night-vision aesthetics (grainy, monochrome phosphorescent green with digital noise). It envisions a towering skeletal figure in a tattered cloak moving through an overgrown cemetery, with a gnarled hand gripping a massive, weathered sickle and a ghostly, deliberate gait. The scene should convey an eerie surveillance mood, with the camera following the figure as it traverses the desolate landscape.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but with noticeable grain and some softness that reduce sharpness. The green tint and atmospheric lighting align with the night-vision aesthetic, though color consistency varies across shots. There are occasional minor artifacts and slight blur, yet no pervasive distortions or severe frame-level issues. The sequence remains legible and coherent, but the overall clarity does not reach high-fidelity levels.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a low-angle handheld feel, night-vision green tint, a prominent skeletal figure in a dark cloak, and a large weathered sickle. The setting reads as a desolate, overgrown cemetery with tombstones and dead vegetation. The pacing appears measured and the mood feels eerie and surveillance-like. Some finer details (e.g., precise hand motion, exact cloak dynamics) are present but not perfectly synchronized, leaving room for minor deviations while preserving overall fidelity to the prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting within the supernatural context, with the skeletal figure moving through the environment in a believable manner. However, there are subtle inconsistencies in how the cloak drapes and how the sickle interacts with the ground and wind, and a few environmental interactions could be tightened for stronger realism. Overall, the scene remains coherent and readable, but not flawless in physical realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, handheld shot, simulating the effects of night vision goggles, bathed in a grainy, monochromatic phosphorescent green shimmering with digital noise, slowly and steadily follows a towering skeletal figure. The figure is draped in a tattered, dark cloak that sways subtly with its movements, its weathered bones gleaming palely in the eerie green light. One of its gnarled hands grips a massive sickle. The wooden handle is ancient and curved, and the long, curved blade, rusted and chipped, reflects a harsh, bright green streak in the night vision lens's enhanced effect. The figure moves with a ghostly, leisurely pace through a long-abandoned cemetery, its skull turning slightly from side to side, its hollow eye sockets seeming to survey its surroundings. In the background, overgrown and crooked, ancient tombstones appear blurred and distorted in the green glow, their outlines draped in the dark silhouettes of ivy. The ground is covered with thick dead leaves, and each step of the skeleton is silent, without disturbing the dead silence of the land, which together creates an eerie sense of surveillance and supernatural tension, as if the audience is peeking at this ominous exploration process through the first-person perspective of some inhuman device.",
+ "seed": 9342,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_14/index_7243_seed_9342_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": 3.8125,
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+ "video_score2_overall": 10.0625,
+ "avg": 10.078125,
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+ "question": "low-angle, handheld shot, simulating the effects of night vision goggles, bathed in a grainy, monochromatic phosphorescent green shimmering with digital noise, slowly and steadily follows a towering skeletal figure. The figure is draped in a tattered, dark cloak that sways subtly with its movements, its weathered bones gleaming palely in the eerie green light. One of its gnarled hands grips a massive sickle. The wooden handle is ancient and curved, and the long, curved blade, rusted and chipped, reflects a harsh, bright green streak in the night vision lens's enhanced effect. The figure moves with a ghostly, leisurely pace through a long-abandoned cemetery, its skull turning slightly from side to side, its hollow eye sockets seeming to survey its surroundings. In the background, overgrown and crooked, ancient tombstones appear blurred and distorted in the green glow, their outlines draped in the dark silhouettes of ivy. The ground is covered with thick dead leaves, and each step of the skeleton is silent, without disturbing the dead silence of the land, which together creates an eerie sense of surveillance and supernatural tension, as if the audience is peeking at this ominous exploration process through the first-person perspective of some inhuman device.",
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, handheld shot using night-vision goggles, featuring a towering skeletal figure in a tattered cloak moving through an overgrown cemetery. The scene includes a gnarled hand gripping a massive, weathered sickle with a green, phosphorescent glow and a grainy, monochrome aesthetic. The overall intent is to convey an eerie, supernatural atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent clarity and consistent lighting, but there are noticeable limitations: occasional compression artifacts, mild color desaturation, and some softness in distant background elements. The green night-vision tint is present and contributes to the mood, yet it does not achieve high-fidelity realism. The sequence remains stable with no major distortions, though minor frame-to-frame inconsistencies can be observed.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a low-angle handheld feel, night-vision green tint, a towering skeletal figure in a dark cloak, and a cemetery setting with a weathered sickle. The mood and supernatural atmosphere align well with the description. Some finer details—such as precise cloak dynamics or exact motion pacing—are not perfectly realized, but they do not significantly detract from overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible proportions and interactions within a supernatural context, with the skeletal figure moving smoothly and the environment responding coherently to the lighting and motion. There are no glaring logical contradictions, though a few micro-physics cues (e.g., cloak sway timing or subtle shadow behavior) could be refined for higher realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 3.8125,
+ "MQ": 3.296875,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, handheld shot using night-vision goggles, featuring a towering skeletal figure in a tattered cloak moving through an overgrown cemetery. The scene includes a gnarled hand gripping a massive, weathered sickle with a green, phosphorescent glow and a grainy, monochrome aesthetic. The overall intent is to convey an eerie, supernatural atmosphere.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames maintain decent clarity and consistent lighting, but there are noticeable limitations: occasional compression artifacts, mild color desaturation, and some softness in distant background elements. The green night-vision tint is present and contributes to the mood, yet it does not achieve high-fidelity realism. The sequence remains stable with no major distortions, though minor frame-to-frame inconsistencies can be observed.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video captures the core elements: a low-angle handheld feel, night-vision green tint, a towering skeletal figure in a dark cloak, and a cemetery setting with a weathered sickle. The mood and supernatural atmosphere align well with the description. Some finer details—such as precise cloak dynamics or exact motion pacing—are not perfectly realized, but they do not significantly detract from overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible proportions and interactions within a supernatural context, with the skeletal figure moving smoothly and the environment responding coherently to the lighting and motion. There are no glaring logical contradictions, though a few micro-physics cues (e.g., cloak sway timing or subtle shadow behavior) could be refined for higher realism.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_15/index_tensor([9303, 9303])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_15/index_tensor([9303, 9303])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c178d15ca5682dea0ec59f8a44fb6a858cc04679
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_15/index_tensor([9303, 9303])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 16773,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_15/index_9303_seed_16773_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_ta": 3.59375,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 9.5,
+ "avg": 9.46875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Shot in a vibrant, illustrative style reminiscent of classic animated films, a low-angle, wide-angle shot begins in a slow, majestic rotation, capturing an impossible spectacle. Across a vast, sun-drenched valley, a massive, crumbling castle begins its mighty takeoff. The structure is a chaotic marvel of mismatched stone towers, bent timber extensions, and bolted iron plates, all perched precariously on four massive, piston-driven mechanical legs. As the legs begin to tumble, their heavy, rhythmic steps kicking up clods of earth and grass, the entire fortress pitches forward, gaining momentum with a startling shudder. Thick black smoke and billowing white steam billow violently from a dozen chimneys of various shapes and sizes, staining the bright blue sky red. The camera slowly rotates, following the castle's accelerating path, emphasizing its immense scale against the painterly landscape, culminating in the moment when orange and yellow flames burst from hidden vents in the castle's underbelly, beginning to lift this impossible machine into the air in a breathtaking, dreamlike ascent.",
+ "token_credit_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a vibrant, illustrated-style scene featuring a low-angle, wide shot that begins with a slow, majestic rotation. It envisions a massive, crumbling castle taking off, with mismatched stone towers, bent timber extensions, and bolted iron plates perched on four massive, piston-driven mechanical legs. The sequence should show the legs tumbling, heavy steps kicking up debris, the fortress pitching forward, and a dramatic ascent punctuated by orange and yellow flames bursting from hidden vents as the structure lifts into the air.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and a consistent illustrated aesthetic, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or compression artifacts, occasional color inconsistencies, and slight edge softness around structural elements. Smoke and fire effects are present but not consistently sharp across all frames, and a few architectural details appear less crisp. The sequence remains coherent and legible, yet it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: a low-angle wide shot, a massive castle-like structure, multiple towers, timber and metal extensions, and a central propulsion motif. The dramatic rotation, visible debris, and fiery ascent align with the intended narrative. Minor deviations exist in exact proportions and timing of the takeoff, but these do not substantially detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents a fantastical scenario where a large, precarious structure launches into the sky via mechanical propulsion. While the concept is coherent within the imaginative context, some aspects rely on stylized physics rather than strict real-world feasibility, resulting in a plausible but not strictly physically accurate depiction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.90625,
+ "TA": 3.59375,
+ "MQ": 2.96875,
+ "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 vibrant, illustrated-style scene featuring a low-angle, wide shot that begins with a slow, majestic rotation. It envisions a massive, crumbling castle taking off, with mismatched stone towers, bent timber extensions, and bolted iron plates perched on four massive, piston-driven mechanical legs. The sequence should show the legs tumbling, heavy steps kicking up debris, the fortress pitching forward, and a dramatic ascent punctuated by orange and yellow flames bursting from hidden vents as the structure lifts into the air.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and a consistent illustrated aesthetic, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or compression artifacts, occasional color inconsistencies, and slight edge softness around structural elements. Smoke and fire effects are present but not consistently sharp across all frames, and a few architectural details appear less crisp. The sequence remains coherent and legible, yet it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: a low-angle wide shot, a massive castle-like structure, multiple towers, timber and metal extensions, and a central propulsion motif. The dramatic rotation, visible debris, and fiery ascent align with the intended narrative. Minor deviations exist in exact proportions and timing of the takeoff, but these do not substantially detract from the overall correspondence.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene presents a fantastical scenario where a large, precarious structure launches into the sky via mechanical propulsion. While the concept is coherent within the imaginative context, some aspects rely on stylized physics rather than strict real-world feasibility, resulting in a plausible but not strictly physically accurate depiction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot in a vibrant, illustrative style reminiscent of classic animated films, a low-angle, wide-angle shot begins in a slow, majestic rotation, capturing an impossible spectacle. Across a vast, sun-drenched valley, a massive, crumbling castle begins its mighty takeoff. The structure is a chaotic marvel of mismatched stone towers, bent timber extensions, and bolted iron plates, all perched precariously on four massive, piston-driven mechanical legs. As the legs begin to tumble, their heavy, rhythmic steps kicking up clods of earth and grass, the entire fortress pitches forward, gaining momentum with a startling shudder. Thick black smoke and billowing white steam billow violently from a dozen chimneys of various shapes and sizes, staining the bright blue sky red. The camera slowly rotates, following the castle's accelerating path, emphasizing its immense scale against the painterly landscape, culminating in the moment when orange and yellow flames burst from hidden vents in the castle's underbelly, beginning to lift this impossible machine into the air in a breathtaking, dreamlike ascent.",
+ "seed": 16774,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_15/index_9303_seed_16774_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.046875,
+ "video_score2_ta": 3.546875,
+ "video_score2_mq": 2.8125,
+ "video_score2_overall": 8.375,
+ "avg": 8.40625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Shot in a vibrant, illustrative style reminiscent of classic animated films, a low-angle, wide-angle shot begins in a slow, majestic rotation, capturing an impossible spectacle. Across a vast, sun-drenched valley, a massive, crumbling castle begins its mighty takeoff. The structure is a chaotic marvel of mismatched stone towers, bent timber extensions, and bolted iron plates, all perched precariously on four massive, piston-driven mechanical legs. As the legs begin to tumble, their heavy, rhythmic steps kicking up clods of earth and grass, the entire fortress pitches forward, gaining momentum with a startling shudder. Thick black smoke and billowing white steam billow violently from a dozen chimneys of various shapes and sizes, staining the bright blue sky red. The camera slowly rotates, following the castle's accelerating path, emphasizing its immense scale against the painterly landscape, culminating in the moment when orange and yellow flames burst from hidden vents in the castle's underbelly, beginning to lift this impossible machine into the air in a breathtaking, dreamlike ascent.",
+ "token_credit_reward": 8.375,
+ "selected_reward": 8.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a vibrant, illustrated-style scene featuring a low-angle, wide shot that begins with a slow, majestic rotation. It envisions a massive, crumbling castle taking off on four massive, piston-driven mechanical legs, with thick smoke, billowing steam, and flames lifting the structure into the air in a dreamlike ascent. The description remains consistent with the overall concept, though some specifics may be simplified in the visuals.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and a cohesive illustrated aesthetic, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional color inconsistencies, and minor artifacting. Smoke and steam effects are present but not consistently sharp, and lighting/contrast can vary across shots. The castle’s mechanical details are visible but not always crisp, and frame-to-frame transitions are generally smooth yet not flawless. In sum, the visuals convey the intended style and scene, but with mid-level fidelity rather than high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle wide view, a massive castle with multiple towers, and a mechanical lift system with visible smoke and steam. The dramatic rotation and ascent are conveyed, and the scene maintains the intended fantastical atmosphere. A few minor deviations exist—such as slight variations in leg configuration or smoke intensity—but these do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The mechanical design reads as plausible within a fantasy context, with coherent integration of stone structures and mechanical components. Smoke and steam behavior is believable enough to support the illusion, and the motion appears controlled rather than random. However, some interactions and timing feel slightly off, and a few environmental responses could be more tightly synchronized with the action, 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": 2.046875,
+ "TA": 3.546875,
+ "MQ": 2.8125,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a vibrant, illustrated-style scene featuring a low-angle, wide shot that begins with a slow, majestic rotation. It envisions a massive, crumbling castle taking off on four massive, piston-driven mechanical legs, with thick smoke, billowing steam, and flames lifting the structure into the air in a dreamlike ascent. The description remains consistent with the overall concept, though some specifics may be simplified in the visuals.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and a cohesive illustrated aesthetic, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional color inconsistencies, and minor artifacting. Smoke and steam effects are present but not consistently sharp, and lighting/contrast can vary across shots. The castle’s mechanical details are visible but not always crisp, and frame-to-frame transitions are generally smooth yet not flawless. In sum, the visuals convey the intended style and scene, but with mid-level fidelity rather than high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle wide view, a massive castle with multiple towers, and a mechanical lift system with visible smoke and steam. The dramatic rotation and ascent are conveyed, and the scene maintains the intended fantastical atmosphere. A few minor deviations exist—such as slight variations in leg configuration or smoke intensity—but these do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The mechanical design reads as plausible within a fantasy context, with coherent integration of stone structures and mechanical components. Smoke and steam behavior is believable enough to support the illusion, and the motion appears controlled rather than random. However, some interactions and timing feel slightly off, and a few environmental responses could be more tightly synchronized with the action, 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": "Shot in a vibrant, illustrative style reminiscent of classic animated films, a low-angle, wide-angle shot begins in a slow, majestic rotation, capturing an impossible spectacle. Across a vast, sun-drenched valley, a massive, crumbling castle begins its mighty takeoff. The structure is a chaotic marvel of mismatched stone towers, bent timber extensions, and bolted iron plates, all perched precariously on four massive, piston-driven mechanical legs. As the legs begin to tumble, their heavy, rhythmic steps kicking up clods of earth and grass, the entire fortress pitches forward, gaining momentum with a startling shudder. Thick black smoke and billowing white steam billow violently from a dozen chimneys of various shapes and sizes, staining the bright blue sky red. The camera slowly rotates, following the castle's accelerating path, emphasizing its immense scale against the painterly landscape, culminating in the moment when orange and yellow flames burst from hidden vents in the castle's underbelly, beginning to lift this impossible machine into the air in a breathtaking, dreamlike ascent.",
+ "seed": 16775,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_15/index_9303_seed_16775_dp_31_rank_62_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.953125,
+ "video_score2_ta": 3.328125,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 9.1875,
+ "avg": 9.203125,
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+ "token_credit_reward": 9.1875,
+ "selected_reward": 9.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a vibrant, illustrated-style scene featuring a low-angle, wide shot that begins with a slow, majestic rotation. It envisions a massive, crumbling castle taking off, with a chaotic mix of mismatched stone towers, bent timber extensions, and bolted iron plates perched on four massive, piston-driven mechanical legs. As the legs move, thick black smoke and billowing white steam should be visible, followed by orange and yellow flames bursting from hidden vents as the castle lifts into the air in a dreamlike ascent.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the castle, but there are occasional soft areas and minor artifacts. The animation remains coherent across frames, though some transitions feel slightly abrupt rather than perfectly smooth. The color palette stays vibrant and the sky and landscape are well-rendered, with smoke and fire effects present but not exceptionally refined. 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 low-angle wide shot, a massive crumbling castle, and a chaotic architectural design with multiple towers and extensions. The takeoff sequence, smoke, and flames are visible, and the scene conveys a dreamlike ascent. Some details such as explicit leg motion and the exact timing of the rotation are not perfectly synchronized, but the major components and mood align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The concept of a castle hovering above ground is fantastical yet plausible within the narrative context, and the smoke and flame effects support the illusion. However, certain aspects such as the precise interaction between the mechanical legs and the ground, and the distribution of weight during ascent, are not fully grounded in real-world physics, which is expected given the fantasy setting.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.953125,
+ "TA": 3.328125,
+ "MQ": 2.921875,
+ "Overall": 9.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a vibrant, illustrated-style scene featuring a low-angle, wide shot that begins with a slow, majestic rotation. It envisions a massive, crumbling castle taking off, with a chaotic mix of mismatched stone towers, bent timber extensions, and bolted iron plates perched on four massive, piston-driven mechanical legs. As the legs move, thick black smoke and billowing white steam should be visible, followed by orange and yellow flames bursting from hidden vents as the castle lifts into the air in a dreamlike ascent.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the castle, but there are occasional soft areas and minor artifacts. The animation remains coherent across frames, though some transitions feel slightly abrupt rather than perfectly smooth. The color palette stays vibrant and the sky and landscape are well-rendered, with smoke and fire effects present but not exceptionally refined. 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 low-angle wide shot, a massive crumbling castle, and a chaotic architectural design with multiple towers and extensions. The takeoff sequence, smoke, and flames are visible, and the scene conveys a dreamlike ascent. Some details such as explicit leg motion and the exact timing of the rotation are not perfectly synchronized, but the major components and mood align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The concept of a castle hovering above ground is fantastical yet plausible within the narrative context, and the smoke and flame effects support the illusion. However, certain aspects such as the precise interaction between the mechanical legs and the ground, and the distribution of weight during ascent, are not fully grounded in real-world physics, which is expected given the fantasy setting.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Shot in a vibrant, illustrative style reminiscent of classic animated films, a low-angle, wide-angle shot begins in a slow, majestic rotation, capturing an impossible spectacle. Across a vast, sun-drenched valley, a massive, crumbling castle begins its mighty takeoff. The structure is a chaotic marvel of mismatched stone towers, bent timber extensions, and bolted iron plates, all perched precariously on four massive, piston-driven mechanical legs. As the legs begin to tumble, their heavy, rhythmic steps kicking up clods of earth and grass, the entire fortress pitches forward, gaining momentum with a startling shudder. Thick black smoke and billowing white steam billow violently from a dozen chimneys of various shapes and sizes, staining the bright blue sky red. The camera slowly rotates, following the castle's accelerating path, emphasizing its immense scale against the painterly landscape, culminating in the moment when orange and yellow flames burst from hidden vents in the castle's underbelly, beginning to lift this impossible machine into the air in a breathtaking, dreamlike ascent.",
+ "seed": 16776,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_15/index_9303_seed_16776_dp_31_rank_62_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.09375,
+ "video_score2_ta": 3.4375,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 8.4375,
+ "avg": 8.4375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Shot in a vibrant, illustrative style reminiscent of classic animated films, a low-angle, wide-angle shot begins in a slow, majestic rotation, capturing an impossible spectacle. Across a vast, sun-drenched valley, a massive, crumbling castle begins its mighty takeoff. The structure is a chaotic marvel of mismatched stone towers, bent timber extensions, and bolted iron plates, all perched precariously on four massive, piston-driven mechanical legs. As the legs begin to tumble, their heavy, rhythmic steps kicking up clods of earth and grass, the entire fortress pitches forward, gaining momentum with a startling shudder. Thick black smoke and billowing white steam billow violently from a dozen chimneys of various shapes and sizes, staining the bright blue sky red. The camera slowly rotates, following the castle's accelerating path, emphasizing its immense scale against the painterly landscape, culminating in the moment when orange and yellow flames burst from hidden vents in the castle's underbelly, beginning to lift this impossible machine into the air in a breathtaking, dreamlike ascent.",
+ "token_credit_reward": 8.4375,
+ "selected_reward": 8.4375,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a vibrant, illustrated-style scene featuring a low-angle, wide shot that begins with a slow, majestic rotation. It envisions a massive, crumbling castle taking off on four massive, piston-driven mechanical legs, with dynamic motion including smoke, debris, and flames as the structure lifts into the air in a dreamlike ascent.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and a consistent artistic style, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional compression artifacts, and uneven sharpness across regions. Color grading remains warm and saturated, yet the overall polish is not consistently maintained throughout the sequence. In sum, the visuals convey the intended aesthetic, but with enough imperfections to keep the score at a mid 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 wide view, a massive castle with a weathered look, and mechanical legs supporting the structure. The presence of smoke, debris, and flames aligns with the described dynamics, and the camera rotation is suggested by the framing. While some finer-grained details may be less explicit, the major components and progression match the prompt well, yielding a high alignment score.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The concept of a castle perched on mechanical legs is visually coherent within the fantasy context, and the motion appears plausible within the stylized world. However, certain interactions—such as leg movement, debris behavior, and the relationship between smoke/flame effects and propulsion—are not fully grounded in real-world physics, which keeps the assessment at a mid level rather than high.\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": 2.09375,
+ "TA": 3.4375,
+ "MQ": 2.90625,
+ "Overall": 8.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a vibrant, illustrated-style scene featuring a low-angle, wide shot that begins with a slow, majestic rotation. It envisions a massive, crumbling castle taking off on four massive, piston-driven mechanical legs, with dynamic motion including smoke, debris, and flames as the structure lifts into the air in a dreamlike ascent.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and a consistent artistic style, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or softness, occasional compression artifacts, and uneven sharpness across regions. Color grading remains warm and saturated, yet the overall polish is not consistently maintained throughout the sequence. In sum, the visuals convey the intended aesthetic, but with enough imperfections to keep the score at a mid 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 wide view, a massive castle with a weathered look, and mechanical legs supporting the structure. The presence of smoke, debris, and flames aligns with the described dynamics, and the camera rotation is suggested by the framing. While some finer-grained details may be less explicit, the major components and progression match the prompt well, yielding a high alignment score.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The concept of a castle perched on mechanical legs is visually coherent within the fantasy context, and the motion appears plausible within the stylized world. However, certain interactions—such as leg movement, debris behavior, and the relationship between smoke/flame effects and propulsion—are not fully grounded in real-world physics, which keeps the assessment at a mid level rather than high.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_2/index_tensor([8899, 8899])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_2/index_tensor([8899, 8899])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ca1148c59ee213a5f2dcc308d007af0f0d7f27d
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_2/index_tensor([8899, 8899])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 591,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_2/index_8899_seed_591_dp_4_rank_8_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.46875,
+ "video_score2_ta": 2.59375,
+ "video_score2_mq": 1.75,
+ "video_score2_overall": 7.8125,
+ "avg": 7.8125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium-long shot, shot from a low, upward angle, slowly and steadily zooms in on a white-haired elderly man standing alone on the precipice of a precipitous mountain. His long, silvery hair and a simple gray robe made of rough linen flutter violently in the howling wind, yet his upright figure remains motionless, like a mountain, his feet firmly rooted to the rock beneath him, creating a striking contrast between movement and stillness. As the camera gradually moves in, his deeply wrinkled face and deep, ancient eyes, like ancient wells, gaze resolutely at the rolling, mist-shrouded mountains in the distance. Against the overcast sky, the cold, diffuse light accentuates his resolute silhouette, highlighting the folds of his robe and the creases on his face. The entire scene, shrouded in a cold, blue-gray hue, framed by a vast sky and blurred mountain ranges, creates a sense of epic loneliness and a timeless, indestructible, and quiet power.",
+ "token_credit_reward": 7.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-long shot from a low, upward angle that slowly zooms in on a white-haired elderly man standing on a precipice, with wind-swept hair, a simple gray robe, and a resolute, immovable stance against an overcast sky and distant mountains. The intended mood is one of epic loneliness and timeless, indestructible power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, but there are occasional soft areas and minor compression artifacts that prevent a higher-fidelity look. The sequence remains stable with no major distortions, and lighting is generally consistent across shots. The imagery is coherent and readable, though it does not reach high-end cinematic sharpness or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a white-haired elderly man in a rugged gray robe, standing on a rocky precipice, wind-swept hair, and a low, upward-angle framing that conveys height and isolation. The zoom-in progression is present and the facial expression reads as resolute. A few minor deviations exist in background detail and timing of the zoom, but they do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is solid (score 4). Wind dynamics, fabric behavior, and the subject’s stable posture align with the environmental conditions, and lighting/shadows support depth and realism. There are no obvious physics violations; any subtle texture or shading nuances are minor and do not undermine overall believability.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 4.\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: 4\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 3.46875,
+ "TA": 2.59375,
+ "MQ": 1.75,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-long shot from a low, upward angle that slowly zooms in on a white-haired elderly man standing on a precipice, with wind-swept hair, a simple gray robe, and a resolute, immovable stance against an overcast sky and distant mountains. The intended mood is one of epic loneliness and timeless, indestructible power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, but there are occasional soft areas and minor compression artifacts that prevent a higher-fidelity look. The sequence remains stable with no major distortions, and lighting is generally consistent across shots. The imagery is coherent and readable, though it does not reach high-end cinematic sharpness or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential elements: a white-haired elderly man in a rugged gray robe, standing on a rocky precipice, wind-swept hair, and a low, upward-angle framing that conveys height and isolation. The zoom-in progression is present and the facial expression reads as resolute. A few minor deviations exist in background detail and timing of the zoom, but they do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is solid (score 4). Wind dynamics, fabric behavior, and the subject’s stable posture align with the environmental conditions, and lighting/shadows support depth and realism. There are no obvious physics violations; any subtle texture or shading nuances are minor and do not undermine overall believability.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 4.\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: 4"
+ ]
+ },
+ {
+ "prompt": "medium-long shot, shot from a low, upward angle, slowly and steadily zooms in on a white-haired elderly man standing alone on the precipice of a precipitous mountain. His long, silvery hair and a simple gray robe made of rough linen flutter violently in the howling wind, yet his upright figure remains motionless, like a mountain, his feet firmly rooted to the rock beneath him, creating a striking contrast between movement and stillness. As the camera gradually moves in, his deeply wrinkled face and deep, ancient eyes, like ancient wells, gaze resolutely at the rolling, mist-shrouded mountains in the distance. Against the overcast sky, the cold, diffuse light accentuates his resolute silhouette, highlighting the folds of his robe and the creases on his face. The entire scene, shrouded in a cold, blue-gray hue, framed by a vast sky and blurred mountain ranges, creates a sense of epic loneliness and a timeless, indestructible, and quiet 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 medium-long shot from a low, upward angle with a gradual zoom toward a white-haired elderly man standing on a precipice, wearing a simple gray robe, with wind-swept hair and an upright, motionless stance against an overcast sky and distant mountains. The intended mood is one of epic loneliness and timeless, indestructible power.\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. The subject remains identifiable across shots, and lighting is generally stable, though not perfectly uniform. The background mountains and sky are present with appropriate depth cues, and color grading yields a cool, muted palette consistent with the scene. There are no major distortions or abrupt frame-to-frame changes, and the zoom progression is smooth. However, fine details such as facial features and fabric texture are not consistently crisp, which aligns 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 white-haired elderly man in a gray robe, standing on a rocky precipice, wind-swept hair, upright posture, and a gradual zoom-in toward the face. The setting—overcast sky, distant mountains, and a cold, blue-gray mood—is well represented. Some nuanced aspects of the prompt, such as the intensity of the howling wind and the exact timing of the zoom, are present but not perfectly synchronized throughout the sequence. Nevertheless, the main components and the intended atmosphere are faithfully conveyed, supporting a high alignment score.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting direction, and wind effects on hair and clothing, contributing to a believable environment. There are minor inconsistencies in micro-dynamics (e.g., slight mismatches in wind force, shadow direction, or fabric behavior) that prevent a perfect sense of realism, but they do not break overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "MQ": 3.359375,
+ "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 medium-long shot from a low, upward angle with a gradual zoom toward a white-haired elderly man standing on a precipice, wearing a simple gray robe, with wind-swept hair and an upright, motionless stance against an overcast sky and distant mountains. The intended mood is one of epic loneliness and timeless, indestructible power.\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. The subject remains identifiable across shots, and lighting is generally stable, though not perfectly uniform. The background mountains and sky are present with appropriate depth cues, and color grading yields a cool, muted palette consistent with the scene. There are no major distortions or abrupt frame-to-frame changes, and the zoom progression is smooth. However, fine details such as facial features and fabric texture are not consistently crisp, which aligns 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 white-haired elderly man in a gray robe, standing on a rocky precipice, wind-swept hair, upright posture, and a gradual zoom-in toward the face. The setting—overcast sky, distant mountains, and a cold, blue-gray mood—is well represented. Some nuanced aspects of the prompt, such as the intensity of the howling wind and the exact timing of the zoom, are present but not perfectly synchronized throughout the sequence. Nevertheless, the main components and the intended atmosphere are faithfully conveyed, supporting a high alignment score.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships, lighting direction, and wind effects on hair and clothing, contributing to a believable environment. There are minor inconsistencies in micro-dynamics (e.g., slight mismatches in wind force, shadow direction, or fabric behavior) that prevent a perfect sense of realism, but they do not break overall coherence.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium-long shot, shot from a low, upward angle, slowly and steadily zooms in on a white-haired elderly man standing alone on the precipice of a precipitous mountain. His long, silvery hair and a simple gray robe made of rough linen flutter violently in the howling wind, yet his upright figure remains motionless, like a mountain, his feet firmly rooted to the rock beneath him, creating a striking contrast between movement and stillness. As the camera gradually moves in, his deeply wrinkled face and deep, ancient eyes, like ancient wells, gaze resolutely at the rolling, mist-shrouded mountains in the distance. Against the overcast sky, the cold, diffuse light accentuates his resolute silhouette, highlighting the folds of his robe and the creases on his face. The entire scene, shrouded in a cold, blue-gray hue, framed by a vast sky and blurred mountain ranges, creates a sense of epic loneliness and a timeless, indestructible, and quiet power.",
+ "seed": 593,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_2/index_8899_seed_593_dp_5_rank_10_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.78125,
+ "video_score2_ta": 3.359375,
+ "video_score2_mq": 3.703125,
+ "video_score2_overall": 10.8125,
+ "avg": 10.84375,
+ "reward_records": [
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+ "question": "medium-long shot, shot from a low, upward angle, slowly and steadily zooms in on a white-haired elderly man standing alone on the precipice of a precipitous mountain. His long, silvery hair and a simple gray robe made of rough linen flutter violently in the howling wind, yet his upright figure remains motionless, like a mountain, his feet firmly rooted to the rock beneath him, creating a striking contrast between movement and stillness. As the camera gradually moves in, his deeply wrinkled face and deep, ancient eyes, like ancient wells, gaze resolutely at the rolling, mist-shrouded mountains in the distance. Against the overcast sky, the cold, diffuse light accentuates his resolute silhouette, highlighting the folds of his robe and the creases on his face. The entire scene, shrouded in a cold, blue-gray hue, framed by a vast sky and blurred mountain ranges, creates a sense of epic loneliness and a timeless, indestructible, and quiet 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 medium-long shot from a low, upward angle that slowly zooms in on a white-haired elderly man standing on a precipice, with wind-swept hair, a simple gray robe, and a solitary stance against an overcast sky and distant mountains. The intended mood is one of epic loneliness and timeless, indestructible power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, but there are occasional minor artifacts and slight softness in some frames. Hair movement and robe texture are present but not consistently crisp across all shots. The background mountains and sky are recognizable, though some distant details can be softened. Lighting remains generally stable with no major distortions or abrupt changes, and transitions between frames are smooth. In sum, the video achieves acceptable clarity without reaching high-end sharpness or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a white-haired elderly man, standing on elevated terrain, wind-swept hair, a simple gray robe, and a solitary, immovable posture. The framing and camera movement convey a gradual zoom-in consistent with the description. Some nuanced aspects—such as the precise interpretation of the \"ancient eyes\" and the depth of the implied contrast—are present but not exhaustively elaborated. Overall, the video closely follows the textual instructions with only minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, wind interaction, and lighting, with no glaring physics violations. However, there are subtle inconsistencies in wind dynamics and fabric behavior that prevent a higher score. The overall scene remains believable and coherent, but not perfectly aligned with real-world physics in every frame.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.78125,
+ "TA": 3.359375,
+ "MQ": 3.703125,
+ "Overall": 10.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-long shot from a low, upward angle that slowly zooms in on a white-haired elderly man standing on a precipice, with wind-swept hair, a simple gray robe, and a solitary stance against an overcast sky and distant mountains. The intended mood is one of epic loneliness and timeless, indestructible power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, but there are occasional minor artifacts and slight softness in some frames. Hair movement and robe texture are present but not consistently crisp across all shots. The background mountains and sky are recognizable, though some distant details can be softened. Lighting remains generally stable with no major distortions or abrupt changes, and transitions between frames are smooth. In sum, the video achieves acceptable clarity without reaching high-end sharpness or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a white-haired elderly man, standing on elevated terrain, wind-swept hair, a simple gray robe, and a solitary, immovable posture. The framing and camera movement convey a gradual zoom-in consistent with the description. Some nuanced aspects—such as the precise interpretation of the \"ancient eyes\" and the depth of the implied contrast—are present but not exhaustively elaborated. Overall, the video closely follows the textual instructions with only minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible anatomy, wind interaction, and lighting, with no glaring physics violations. However, there are subtle inconsistencies in wind dynamics and fabric behavior that prevent a higher score. The overall scene remains believable and coherent, but not perfectly aligned with real-world physics in every frame.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium-long shot, shot from a low, upward angle, slowly and steadily zooms in on a white-haired elderly man standing alone on the precipice of a precipitous mountain. His long, silvery hair and a simple gray robe made of rough linen flutter violently in the howling wind, yet his upright figure remains motionless, like a mountain, his feet firmly rooted to the rock beneath him, creating a striking contrast between movement and stillness. As the camera gradually moves in, his deeply wrinkled face and deep, ancient eyes, like ancient wells, gaze resolutely at the rolling, mist-shrouded mountains in the distance. Against the overcast sky, the cold, diffuse light accentuates his resolute silhouette, highlighting the folds of his robe and the creases on his face. The entire scene, shrouded in a cold, blue-gray hue, framed by a vast sky and blurred mountain ranges, creates a sense of epic loneliness and a timeless, indestructible, and quiet power.",
+ "seed": 594,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_2/index_8899_seed_594_dp_5_rank_10_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 2,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.78125,
+ "video_score2_ta": 3.21875,
+ "video_score2_mq": 3.3125,
+ "video_score2_overall": 10.3125,
+ "avg": 10.3125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium-long shot, shot from a low, upward angle, slowly and steadily zooms in on a white-haired elderly man standing alone on the precipice of a precipitous mountain. His long, silvery hair and a simple gray robe made of rough linen flutter violently in the howling wind, yet his upright figure remains motionless, like a mountain, his feet firmly rooted to the rock beneath him, creating a striking contrast between movement and stillness. As the camera gradually moves in, his deeply wrinkled face and deep, ancient eyes, like ancient wells, gaze resolutely at the rolling, mist-shrouded mountains in the distance. Against the overcast sky, the cold, diffuse light accentuates his resolute silhouette, highlighting the folds of his robe and the creases on his face. The entire scene, shrouded in a cold, blue-gray hue, framed by a vast sky and blurred mountain ranges, creates a sense of epic loneliness and a timeless, indestructible, and quiet power.",
+ "token_credit_reward": 10.3125,
+ "selected_reward": 10.3125,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-long shot from a low, upward angle that slowly zooms in on a white-haired elderly man standing on a precipice, with dynamic elements such as hair fluttering in wind, upright stance, feet rooted to rock, and a contrast between movement and stillness. In practice, the video presents a largely static sequence with limited camera motion; the zoom is not clearly realized, and the wind-driven dynamics are not convincingly depicted. Overall, the alignment with the prompt is moderate rather than strong.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the character and landscape, with consistent lighting and a cohesive color palette. There are no obvious artifacts or distortions, and the composition remains stable across shots. However, the sequence lacks dynamic movement and cinematic polish, resulting in a mid-range visual quality overall.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt (elderly man, white hair, solitary stance, mountain setting). Yet key elements are underrepresented: the camera does not convincingly execute a gradual zoom-in, wind effects on the hair are minimal or absent, and the intended contrast between movement and stillness is not strongly conveyed. The alignment is therefore moderate, reflecting partial fulfillment of the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, clothing, and environmental relationships, with coherent lighting and perspective. Some minor inconsistencies exist (e.g., subtle stiffness in pose, slight mismatches in wind interaction with hair and robe), but they do not break overall coherence. The result is a solid but not exceptional level of physical/common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.78125,
+ "TA": 3.21875,
+ "MQ": 3.3125,
+ "Overall": 10.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium-long shot from a low, upward angle that slowly zooms in on a white-haired elderly man standing on a precipice, with dynamic elements such as hair fluttering in wind, upright stance, feet rooted to rock, and a contrast between movement and stillness. In practice, the video presents a largely static sequence with limited camera motion; the zoom is not clearly realized, and the wind-driven dynamics are not convincingly depicted. Overall, the alignment with the prompt is moderate rather than strong.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear depiction of the character and landscape, with consistent lighting and a cohesive color palette. There are no obvious artifacts or distortions, and the composition remains stable across shots. However, the sequence lacks dynamic movement and cinematic polish, resulting in a mid-range visual quality overall.\n\nText-to-Video Alignment Analysis:\nThe video captures several core aspects of the prompt (elderly man, white hair, solitary stance, mountain setting). Yet key elements are underrepresented: the camera does not convincingly execute a gradual zoom-in, wind effects on the hair are minimal or absent, and the intended contrast between movement and stillness is not strongly conveyed. The alignment is therefore moderate, reflecting partial fulfillment of the prompt.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible anatomy, clothing, and environmental relationships, with coherent lighting and perspective. Some minor inconsistencies exist (e.g., subtle stiffness in pose, slight mismatches in wind interaction with hair and robe), but they do not break overall coherence. The result is a solid but not exceptional level of physical/common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_3/index_tensor([7012, 7012])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_3/index_tensor([7012, 7012])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..3243933604d32fb554e2c85d5711c0d2463ee21a
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_3/index_tensor([7012, 7012])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "cyberpunk-inspired extreme macro shot plunges the viewer directly into a dark, viscous synthetic fluid, the camera seemingly swept by a powerful electric current. Within this inky black liquid, countless glowing turquoise filaments, resembling synthetic algae, serve as the sole source of light. Each filament possesses a translucent, fibrous texture, its internal structure clearly visible as a complex double-helix spiral of bioluminescent data. Microscopic particles flow rapidly along these pathways like digital information. These threads are caught in a violent and turbulent flow, whipping and twisting erratically, colliding and tangling in a chaotic dance. They momentarily tense, then snap back, forming fleeting, intricate braids before being instantly ripped apart by a powerful, unseen force. Intense green light casts sharp, volumetric rays into the murky liquid, illuminating suspended microscopic particles and creating a dramatic interplay of light and deep shadows. The scene, dominated by cool electric green tones and abyssal blacks, creates a mesmerizing yet unsettling atmosphere of high-tech, microscopic chaos—a beautiful yet violent spectacle of life and data intertwined.",
+ "seed": 24122,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_3/index_7012_seed_24122_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": 3.3125,
+ "video_score2_ta": 2.4375,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 8.75,
+ "avg": 8.765625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "cyberpunk-inspired extreme macro shot plunges the viewer directly into a dark, viscous synthetic fluid, the camera seemingly swept by a powerful electric current. Within this inky black liquid, countless glowing turquoise filaments, resembling synthetic algae, serve as the sole source of light. Each filament possesses a translucent, fibrous texture, its internal structure clearly visible as a complex double-helix spiral of bioluminescent data. Microscopic particles flow rapidly along these pathways like digital information. These threads are caught in a violent and turbulent flow, whipping and twisting erratically, colliding and tangling in a chaotic dance. They momentarily tense, then snap back, forming fleeting, intricate braids before being instantly ripped apart by a powerful, unseen force. Intense green light casts sharp, volumetric rays into the murky liquid, illuminating suspended microscopic particles and creating a dramatic interplay of light and deep shadows. The scene, dominated by cool electric green tones and abyssal blacks, creates a mesmerizing yet unsettling atmosphere of high-tech, microscopic chaos—a beautiful yet violent spectacle of life and data intertwined.",
+ "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 cyberpunk-inspired extreme macro shot plunging the viewer into a dark, viscous synthetic fluid, with a camera seemingly swept by a powerful electric current. It envisions inky black liquid, glowing turquoise filaments resembling synthetic algae, translucent, fibrous textures, and a complex double-helix spiral of bioluminescent data. Microscopic particles flow along these pathways like digital information, while the scene features a chaotic, turbulent flow with occasional tension and rapid reconfiguration under an intense green light that casts sharp, volumetric rays into the murky liquid, creating a dramatic interplay of light and deep shadows. The overall mood is one of high-tech, microscopic chaos, a beautiful yet violent spectacle of life and data intertwined.\n\nVisual Quality Analysis:\nAcross the frames, the visuals present a cohesive green-tinted aesthetic with flowing, ethereal textures and a consistent color palette. The imagery reads as smooth and cohesive, with a dreamlike, organic motion. However, there are some soft or slightly blurred regions and minor artifact-like irregularities that prevent a pristine, high-fidelity look. Overall, the visual quality is solid but not exceptional, aligning with a moderate level of detail and polish.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—viscous, flowing material; glowing, organic-looking filaments; a green-dominated palette; and a sense of dynamic, interconnected motion. Yet certain aspects remain ambiguous or underdeveloped: the exact microscopic particle dynamics are not clearly resolved, and the notion of a true “powerful electric current” driving the motion is not strongly evidenced. The alignment is adequate but not fully realized, reflecting a moderate degree of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior for a viscous, luminescent fluid, with coherent lighting interactions and believable motion patterns. Some details (such as precise particle trajectories and the intensity of the electric-like driving force) are not deeply elaborated, resulting in a generally plausible but not highly rigorous depiction. Overall, physical consistency sits at a moderate level.\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": 3.3125,
+ "TA": 2.4375,
+ "MQ": 3.015625,
+ "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 cyberpunk-inspired extreme macro shot plunging the viewer into a dark, viscous synthetic fluid, with a camera seemingly swept by a powerful electric current. It envisions inky black liquid, glowing turquoise filaments resembling synthetic algae, translucent, fibrous textures, and a complex double-helix spiral of bioluminescent data. Microscopic particles flow along these pathways like digital information, while the scene features a chaotic, turbulent flow with occasional tension and rapid reconfiguration under an intense green light that casts sharp, volumetric rays into the murky liquid, creating a dramatic interplay of light and deep shadows. The overall mood is one of high-tech, microscopic chaos, a beautiful yet violent spectacle of life and data intertwined.\n\nVisual Quality Analysis:\nAcross the frames, the visuals present a cohesive green-tinted aesthetic with flowing, ethereal textures and a consistent color palette. The imagery reads as smooth and cohesive, with a dreamlike, organic motion. However, there are some soft or slightly blurred regions and minor artifact-like irregularities that prevent a pristine, high-fidelity look. Overall, the visual quality is solid but not exceptional, aligning with a moderate level of detail and polish.\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—viscous, flowing material; glowing, organic-looking filaments; a green-dominated palette; and a sense of dynamic, interconnected motion. Yet certain aspects remain ambiguous or underdeveloped: the exact microscopic particle dynamics are not clearly resolved, and the notion of a true “powerful electric current” driving the motion is not strongly evidenced. The alignment is adequate but not fully realized, reflecting a moderate degree of fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior for a viscous, luminescent fluid, with coherent lighting interactions and believable motion patterns. Some details (such as precise particle trajectories and the intensity of the electric-like driving force) are not deeply elaborated, resulting in a generally plausible but not highly rigorous depiction. Overall, physical consistency sits at a moderate level.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cyberpunk-inspired extreme macro shot plunges the viewer directly into a dark, viscous synthetic fluid, the camera seemingly swept by a powerful electric current. Within this inky black liquid, countless glowing turquoise filaments, resembling synthetic algae, serve as the sole source of light. Each filament possesses a translucent, fibrous texture, its internal structure clearly visible as a complex double-helix spiral of bioluminescent data. Microscopic particles flow rapidly along these pathways like digital information. These threads are caught in a violent and turbulent flow, whipping and twisting erratically, colliding and tangling in a chaotic dance. They momentarily tense, then snap back, forming fleeting, intricate braids before being instantly ripped apart by a powerful, unseen force. Intense green light casts sharp, volumetric rays into the murky liquid, illuminating suspended microscopic particles and creating a dramatic interplay of light and deep shadows. The scene, dominated by cool electric green tones and abyssal blacks, creates a mesmerizing yet unsettling atmosphere of high-tech, microscopic chaos—a beautiful yet violent spectacle of life and data intertwined.",
+ "seed": 24123,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_3/index_7012_seed_24123_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.328125,
+ "video_score2_ta": 2.203125,
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+ "video_score2_overall": 8.5625,
+ "avg": 8.578125,
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+ "question": "cyberpunk-inspired extreme macro shot plunges the viewer directly into a dark, viscous synthetic fluid, the camera seemingly swept by a powerful electric current. Within this inky black liquid, countless glowing turquoise filaments, resembling synthetic algae, serve as the sole source of light. Each filament possesses a translucent, fibrous texture, its internal structure clearly visible as a complex double-helix spiral of bioluminescent data. Microscopic particles flow rapidly along these pathways like digital information. These threads are caught in a violent and turbulent flow, whipping and twisting erratically, colliding and tangling in a chaotic dance. They momentarily tense, then snap back, forming fleeting, intricate braids before being instantly ripped apart by a powerful, unseen force. Intense green light casts sharp, volumetric rays into the murky liquid, illuminating suspended microscopic particles and creating a dramatic interplay of light and deep shadows. The scene, dominated by cool electric green tones and abyssal blacks, creates a mesmerizing yet unsettling atmosphere of high-tech, microscopic chaos—a beautiful yet violent spectacle of life and data intertwined.",
+ "token_credit_reward": 8.5625,
+ "selected_reward": 8.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cyberpunk-inspired extreme macro shot plunging the viewer into a dark, viscous synthetic fluid, with a camera seemingly swept by a powerful electric current. Within this inky liquid, countless glowing turquoise filaments resembling synthetic algae are the sole light source. Each filament has a translucent, fibrous texture with a visible complex double-helix spiral of bioluminescent data. Microscopic particles flow rapidly along these pathways like digital information. The scene features a chaotic, turbulent flow with filaments whipping and twisting, colliding and tangling, followed by brief tensions and rapid disconnections under intense green illumination. Overall, the prompt envisions a mesmerizing yet unsettling microcosm of high-tech, microscopic chaos.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The imagery shows a green-tinted, translucent subject with flowing, ribbon-like structures and some depth-of-field blur. Lighting is consistent with a green palette, and there are no obvious distortions or artifacts. However, the overall sharpness and fine detail are moderate rather than high, and the motion appears relatively restrained rather than highly dynamic. In sum, Visual Quality is acceptable but not outstanding (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—dark, viscous liquid ambience; glowing turquoise filaments; translucent, flowing textures; and a green-dominated lighting scheme. Yet key aspects of the prompt are not fully realized: the camera motion does not convincingly convey a powerful electric current sweeping through the scene, and the depiction of rapid, chaotic interactions among filaments is only moderately conveyed. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe dynamics show plausible micro-fluid behavior: filaments move with believable viscosity, lighting remains coherent with the scene, and there are no obvious physical contradictions. The motion is controlled and somewhat restrained, which is consistent with a synthetic microcosm. 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": 3.328125,
+ "TA": 2.203125,
+ "MQ": 3.046875,
+ "Overall": 8.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cyberpunk-inspired extreme macro shot plunging the viewer into a dark, viscous synthetic fluid, with a camera seemingly swept by a powerful electric current. Within this inky liquid, countless glowing turquoise filaments resembling synthetic algae are the sole light source. Each filament has a translucent, fibrous texture with a visible complex double-helix spiral of bioluminescent data. Microscopic particles flow rapidly along these pathways like digital information. The scene features a chaotic, turbulent flow with filaments whipping and twisting, colliding and tangling, followed by brief tensions and rapid disconnections under intense green illumination. Overall, the prompt envisions a mesmerizing yet unsettling microcosm of high-tech, microscopic chaos.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are solid but not exceptional. The imagery shows a green-tinted, translucent subject with flowing, ribbon-like structures and some depth-of-field blur. Lighting is consistent with a green palette, and there are no obvious distortions or artifacts. However, the overall sharpness and fine detail are moderate rather than high, and the motion appears relatively restrained rather than highly dynamic. In sum, Visual Quality is acceptable but not outstanding (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—dark, viscous liquid ambience; glowing turquoise filaments; translucent, flowing textures; and a green-dominated lighting scheme. Yet key aspects of the prompt are not fully realized: the camera motion does not convincingly convey a powerful electric current sweeping through the scene, and the depiction of rapid, chaotic interactions among filaments is only moderately conveyed. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe dynamics show plausible micro-fluid behavior: filaments move with believable viscosity, lighting remains coherent with the scene, and there are no obvious physical contradictions. The motion is controlled and somewhat restrained, which is consistent with a synthetic microcosm. 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": "cyberpunk-inspired extreme macro shot plunges the viewer directly into a dark, viscous synthetic fluid, the camera seemingly swept by a powerful electric current. Within this inky black liquid, countless glowing turquoise filaments, resembling synthetic algae, serve as the sole source of light. Each filament possesses a translucent, fibrous texture, its internal structure clearly visible as a complex double-helix spiral of bioluminescent data. Microscopic particles flow rapidly along these pathways like digital information. These threads are caught in a violent and turbulent flow, whipping and twisting erratically, colliding and tangling in a chaotic dance. They momentarily tense, then snap back, forming fleeting, intricate braids before being instantly ripped apart by a powerful, unseen force. Intense green light casts sharp, volumetric rays into the murky liquid, illuminating suspended microscopic particles and creating a dramatic interplay of light and deep shadows. The scene, dominated by cool electric green tones and abyssal blacks, creates a mesmerizing yet unsettling atmosphere of high-tech, microscopic chaos—a beautiful yet violent spectacle of life and data intertwined.",
+ "seed": 24124,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_3/index_7012_seed_24124_dp_7_rank_14_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 2.515625,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.75,
+ "avg": 8.75,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "cyberpunk-inspired extreme macro shot plunges the viewer directly into a dark, viscous synthetic fluid, the camera seemingly swept by a powerful electric current. Within this inky black liquid, countless glowing turquoise filaments, resembling synthetic algae, serve as the sole source of light. Each filament possesses a translucent, fibrous texture, its internal structure clearly visible as a complex double-helix spiral of bioluminescent data. Microscopic particles flow rapidly along these pathways like digital information. These threads are caught in a violent and turbulent flow, whipping and twisting erratically, colliding and tangling in a chaotic dance. They momentarily tense, then snap back, forming fleeting, intricate braids before being instantly ripped apart by a powerful, unseen force. Intense green light casts sharp, volumetric rays into the murky liquid, illuminating suspended microscopic particles and creating a dramatic interplay of light and deep shadows. The scene, dominated by cool electric green tones and abyssal blacks, creates a mesmerizing yet unsettling atmosphere of high-tech, microscopic chaos—a beautiful yet violent spectacle of life and data intertwined.",
+ "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 a cyberpunk-inspired extreme macro shot plunging the viewer into a dark, viscous synthetic fluid, with a camera seemingly swept by a powerful electric current. It envisions countless glowing turquoise filaments resembling synthetic algae as the sole light source, each with a translucent, fibrous texture and a complex double-helix spiral of bioluminescent data. Microscopic particles flow rapidly along these pathways like digital information. The scene features a chaotic, turbulent flow with filaments whipping and twisting, colliding and tangling, followed by brief tensions and rapid disruptions. Green lighting casts sharp, volumetric rays into the murky liquid, illuminating suspended particles and creating a dramatic interplay of light and deep shadows. The overall mood is one of high-tech, microscopic chaos—beautiful yet violent.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and occasional motion blur. The color palette remains consistent with green and cyan tones, and lighting effects are present but not always crisply defined. There are no major distortions or artifacts, and the sequence maintains a coherent look throughout. Overall, the visual quality is mid-range rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a dark, viscous liquid environment, glowing filaments, and a green-cyan palette with dynamic movement. However, certain aspects are only partially realized: the depiction of a true double-helix spiral is not clearly established, and the notion of suspended particles and volumetric lighting is not consistently pronounced. The alignment is adequate but not fully faithful to all prompt details.\n\nPhysical/Common-sense Consistency:\nThe dynamics suggest plausible micro-fluid behavior, with flowing filaments and interactions that resemble entanglement and turbulence. While the scene conveys a convincing sense of motion and complexity, some aspects remain speculative due to limited resolution and clarity. Overall, the physical consistency is acceptable but not strongly grounded in rigorous microscopic physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ },
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+ "Overall": 8.75
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a cyberpunk-inspired extreme macro shot plunging the viewer into a dark, viscous synthetic fluid, with a camera seemingly swept by a powerful electric current. It envisions countless glowing turquoise filaments resembling synthetic algae as the sole light source, each with a translucent, fibrous texture and a complex double-helix spiral of bioluminescent data. Microscopic particles flow rapidly along these pathways like digital information. The scene features a chaotic, turbulent flow with filaments whipping and twisting, colliding and tangling, followed by brief tensions and rapid disruptions. Green lighting casts sharp, volumetric rays into the murky liquid, illuminating suspended particles and creating a dramatic interplay of light and deep shadows. The overall mood is one of high-tech, microscopic chaos—beautiful yet violent.\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some softness and occasional motion blur. The color palette remains consistent with green and cyan tones, and lighting effects are present but not always crisply defined. There are no major distortions or artifacts, and the sequence maintains a coherent look throughout. Overall, the visual quality is mid-range rather than exceptional.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt, including a dark, viscous liquid environment, glowing filaments, and a green-cyan palette with dynamic movement. However, certain aspects are only partially realized: the depiction of a true double-helix spiral is not clearly established, and the notion of suspended particles and volumetric lighting is not consistently pronounced. The alignment is adequate but not fully faithful to all prompt details.\n\nPhysical/Common-sense Consistency:\nThe dynamics suggest plausible micro-fluid behavior, with flowing filaments and interactions that resemble entanglement and turbulence. While the scene conveys a convincing sense of motion and complexity, some aspects remain speculative due to limited resolution and clarity. Overall, the physical consistency is acceptable but not strongly grounded in rigorous microscopic physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cyberpunk-inspired extreme macro shot plunges the viewer directly into a dark, viscous synthetic fluid, the camera seemingly swept by a powerful electric current. Within this inky black liquid, countless glowing turquoise filaments, resembling synthetic algae, serve as the sole source of light. Each filament possesses a translucent, fibrous texture, its internal structure clearly visible as a complex double-helix spiral of bioluminescent data. Microscopic particles flow rapidly along these pathways like digital information. These threads are caught in a violent and turbulent flow, whipping and twisting erratically, colliding and tangling in a chaotic dance. They momentarily tense, then snap back, forming fleeting, intricate braids before being instantly ripped apart by a powerful, unseen force. Intense green light casts sharp, volumetric rays into the murky liquid, illuminating suspended microscopic particles and creating a dramatic interplay of light and deep shadows. The scene, dominated by cool electric green tones and abyssal blacks, creates a mesmerizing yet unsettling atmosphere of high-tech, microscopic chaos—a beautiful yet violent spectacle of life and data intertwined.",
+ "seed": 24125,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_3/index_7012_seed_24125_dp_7_rank_14_sample_3_slot_1.mp4",
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+ "video_score2_ta": 2.359375,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.5,
+ "avg": 8.546875,
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+ "question": "cyberpunk-inspired extreme macro shot plunges the viewer directly into a dark, viscous synthetic fluid, the camera seemingly swept by a powerful electric current. Within this inky black liquid, countless glowing turquoise filaments, resembling synthetic algae, serve as the sole source of light. Each filament possesses a translucent, fibrous texture, its internal structure clearly visible as a complex double-helix spiral of bioluminescent data. Microscopic particles flow rapidly along these pathways like digital information. These threads are caught in a violent and turbulent flow, whipping and twisting erratically, colliding and tangling in a chaotic dance. They momentarily tense, then snap back, forming fleeting, intricate braids before being instantly ripped apart by a powerful, unseen force. Intense green light casts sharp, volumetric rays into the murky liquid, illuminating suspended microscopic particles and creating a dramatic interplay of light and deep shadows. The scene, dominated by cool electric green tones and abyssal blacks, creates a mesmerizing yet unsettling atmosphere of high-tech, microscopic chaos—a beautiful yet violent spectacle of life and data intertwined.",
+ "token_credit_reward": 8.5,
+ "selected_reward": 8.5,
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+ "credit_map_shape": [
+ 3,
+ 26,
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+ ],
+ "top_frames": [
+ 1,
+ 2,
+ 0
+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cyberpunk-inspired extreme macro shot plunging the viewer into a dark, viscous synthetic fluid, with a camera seemingly swept by a powerful electric current. It envisions countless glowing turquoise filaments resembling synthetic algae as the sole light source, each with translucent, fibrous textures and a complex double-helix spiral of bioluminescent data. Microscopic particles flow rapidly along these pathways like digital information. The scene should show a chaotic, turbulent flow with filaments whipping and twisting, colliding and tangling, forming fleeting braids before being ripped apart by a powerful unseen force. Intense green light should cast sharp, volumetric rays into the murky liquid, illuminating suspended particles and creating dramatic light and shadow interplay. The overall mood should be high-tech, microscopic chaos with a mesmerizing yet unsettling atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals present a coherent color palette dominated by cyan/turquoise and green hues against a dark background. The resolution is adequate, and the glow effects are consistently rendered. There is some motion blur and softness that reduce fine detail, but the overall image remains legible and stylistically intentional. The lighting and contrast support the intended atmosphere, and the visuals stay consistent throughout. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—dark, viscous-looking liquid; glowing turquoise filaments; a chaotic, flowing environment; and a green-cyan lighting scheme. However, certain aspects are not fully realized: the double-helix spiral internal structure is not clearly depicted, and the notion of microscopic particles moving along pathways is not distinctly conveyed. The alignment is acceptable but not comprehensive, reflecting a mid-level correspondence (score 3).\n\nPhysical/Common-sense Consistency:\nThe dynamics appear plausible within a stylized, abstract depiction: filaments move and interact in a way that suggests turbulence and light interaction, with no obvious physical contradictions. The scene maintains internal coherence, though some details remain ambiguous due to resolution limits. Overall, Physical Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.15625,
+ "TA": 2.359375,
+ "MQ": 3.03125,
+ "Overall": 8.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a cyberpunk-inspired extreme macro shot plunging the viewer into a dark, viscous synthetic fluid, with a camera seemingly swept by a powerful electric current. It envisions countless glowing turquoise filaments resembling synthetic algae as the sole light source, each with translucent, fibrous textures and a complex double-helix spiral of bioluminescent data. Microscopic particles flow rapidly along these pathways like digital information. The scene should show a chaotic, turbulent flow with filaments whipping and twisting, colliding and tangling, forming fleeting braids before being ripped apart by a powerful unseen force. Intense green light should cast sharp, volumetric rays into the murky liquid, illuminating suspended particles and creating dramatic light and shadow interplay. The overall mood should be high-tech, microscopic chaos with a mesmerizing yet unsettling atmosphere.\n\nVisual Quality Analysis:\nAcross the frames, the visuals present a coherent color palette dominated by cyan/turquoise and green hues against a dark background. The resolution is adequate, and the glow effects are consistently rendered. There is some motion blur and softness that reduce fine detail, but the overall image remains legible and stylistically intentional. The lighting and contrast support the intended atmosphere, and the visuals stay consistent throughout. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—dark, viscous-looking liquid; glowing turquoise filaments; a chaotic, flowing environment; and a green-cyan lighting scheme. However, certain aspects are not fully realized: the double-helix spiral internal structure is not clearly depicted, and the notion of microscopic particles moving along pathways is not distinctly conveyed. The alignment is acceptable but not comprehensive, reflecting a mid-level correspondence (score 3).\n\nPhysical/Common-sense Consistency:\nThe dynamics appear plausible within a stylized, abstract depiction: filaments move and interact in a way that suggests turbulence and light interaction, with no obvious physical contradictions. The scene maintains internal coherence, though some details remain ambiguous due to resolution limits. Overall, Physical Consistency is moderate (score 3).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_4/index_tensor([7821, 7821])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_4/index_tensor([7821, 7821])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..f2af212dc649d9944680c2170584cc1dc5108602
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_4/index_tensor([7821, 7821])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "quick zoom from a slightly lower angle reveals a super-slow-motion, catastrophic collision between two suits of ornate metal armor. At the precise point of impact, the air erupts in a violent, dazzling burst of orange and white sparks, momentarily illuminating the scene with a piercing, flashing light. To the left, a suit crafted from polished gunmetal steel, its front crest engraved with intricate swirling filigree, collides with the breastplate of a rival suit crafted from blackened, angular iron with a dull bronze edging. The immense force is rendered with visceral clarity as the polished gunmetal visibly dents and dents inward, the black iron of the breastplate groaning and twisting, spiderweb cracks splitting its surface. Sharp metal fragments break off from both suits of armor, swirling into the dim stone arena backdrop. The entire moment is captured in brutal detail, brilliant, fleeting rays of light filtering through the dents and scraping the metal's grain, creating a raw and intense atmosphere of pure, destructive power.",
+ "seed": 17571,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_4/index_7821_seed_17571_dp_8_rank_16_sample_0_slot_0.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic armored collision with specific visual cues: a quick zoom from a slightly lower angle, a super-slow-motion impact, a bright orange-white spark burst at the moment of contact, a left-side gunmetal armor with intricate filigree crest, a right-side blackened angular iron breastplate with bronze edging, visible dents, groans and twists under immense force, sharp fragments, and a raw, intense atmosphere of pure destructive power. The description remains the same; the video should reflect these elements.\n\nVisual Quality Analysis:\nOverall, the visuals are solid but not flawless. The frames show decent resolution and clear details on the armor, with convincing metallic textures and lighting that contribute to a cinematic feel. There are no major artifacts or distortions, and the sequence maintains consistent rendering across frames. However, there are occasional minor inconsistencies in lighting balance and texture fidelity that prevent a perfect top-tier score. In sum, visual quality is good and coherent, but not exemplary.\n\nText-to-Video Alignment Analysis:\nThe video captures several key prompt elements—close-up views of ornate armor, a dramatic lighting setup, and a sense of impact through motion and sparks. Nevertheless, some aspects are only partially realized: the exact left-right arrangement described (gunmetal on the left vs. blackened angular iron on the right) is not clearly established, and certain dynamic details (e.g., the precise moment of collision, the evolution of cracks, and the scattering of fragments) are not consistently demonstrated throughout the sequence. Overall, alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible material behavior and lighting interactions, with believable reflections and impact cues. Yet, there are subtle gaps in fully realizing the described physical dynamics: the interaction between the two armor pieces, the evolution of cracks, and the dispersion of fragments could be more convincingly depicted. The result is a generally credible depiction with room for improvement in fine-grained physical realism.\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": {
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+ "MQ": 3.796875,
+ "Overall": 10.125
+ }
+ }
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+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic armored collision with specific visual cues: a quick zoom from a slightly lower angle, a super-slow-motion impact, a bright orange-white spark burst at the moment of contact, a left-side gunmetal armor with intricate filigree crest, a right-side blackened angular iron breastplate with bronze edging, visible dents, groans and twists under immense force, sharp fragments, and a raw, intense atmosphere of pure destructive power. The description remains the same; the video should reflect these elements.\n\nVisual Quality Analysis:\nOverall, the visuals are solid but not flawless. The frames show decent resolution and clear details on the armor, with convincing metallic textures and lighting that contribute to a cinematic feel. There are no major artifacts or distortions, and the sequence maintains consistent rendering across frames. However, there are occasional minor inconsistencies in lighting balance and texture fidelity that prevent a perfect top-tier score. In sum, visual quality is good and coherent, but not exemplary.\n\nText-to-Video Alignment Analysis:\nThe video captures several key prompt elements—close-up views of ornate armor, a dramatic lighting setup, and a sense of impact through motion and sparks. Nevertheless, some aspects are only partially realized: the exact left-right arrangement described (gunmetal on the left vs. blackened angular iron on the right) is not clearly established, and certain dynamic details (e.g., the precise moment of collision, the evolution of cracks, and the scattering of fragments) are not consistently demonstrated throughout the sequence. Overall, alignment is moderate rather than strong.\n\nPhysical/Common-sense Consistency:\nThe scene presents plausible material behavior and lighting interactions, with believable reflections and impact cues. Yet, there are subtle gaps in fully realizing the described physical dynamics: the interaction between the two armor pieces, the evolution of cracks, and the dispersion of fragments could be more convincingly depicted. The result is a generally credible depiction with room for improvement in fine-grained physical realism.\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"
+ ]
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+ {
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+ "seed": 17572,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_4/index_7821_seed_17572_dp_8_rank_16_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.765625,
+ "video_score2_ta": 3.109375,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 8.875,
+ "avg": 8.859375,
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+ "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 dramatic armored collision with specific visual cues (orange/white sparks, a left-side polished gunmetal crest, a right-side dark angular breastplate, visible dents, fragmentation, and a dim stone arena). The video captures the core concept but does not fully realize all fine-grained details; overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur during fast action. Lighting and contrast are generally adequate, and metallic surfaces reflect light plausibly, though not consistently across all frames. There are no major distortions or artifacts, and the sequence remains coherent, but it does not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video conveys the central idea of a high-energy armored collision and the general color palette, but several key prompt details are underrepresented or ambiguous: the precise left-right arrangement of the two suits is not clearly established, the crest details are not always legible, and the dramatic lighting effects are present but not uniformly applied throughout. Overall, the match is acceptable but not exact.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The collision dynamics and material interactions feel plausible at a glance, with believable deformation and fragmentation. However, some micro-physics cues—such as the timing of sparks, the distribution of debris, and the relative motion of the two elements—are not perfectly coherent across frames, leaving room for improvement in realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.765625,
+ "TA": 3.109375,
+ "MQ": 2.984375,
+ "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 dramatic armored collision with specific visual cues (orange/white sparks, a left-side polished gunmetal crest, a right-side dark angular breastplate, visible dents, fragmentation, and a dim stone arena). The video captures the core concept but does not fully realize all fine-grained details; overall alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur during fast action. Lighting and contrast are generally adequate, and metallic surfaces reflect light plausibly, though not consistently across all frames. There are no major distortions or artifacts, and the sequence remains coherent, but it does not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video conveys the central idea of a high-energy armored collision and the general color palette, but several key prompt details are underrepresented or ambiguous: the precise left-right arrangement of the two suits is not clearly established, the crest details are not always legible, and the dramatic lighting effects are present but not uniformly applied throughout. Overall, the match is acceptable but not exact.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The collision dynamics and material interactions feel plausible at a glance, with believable deformation and fragmentation. However, some micro-physics cues—such as the timing of sparks, the distribution of debris, and the relative motion of the two elements—are not perfectly coherent across frames, leaving room for improvement in realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "quick zoom from a slightly lower angle reveals a super-slow-motion, catastrophic collision between two suits of ornate metal armor. At the precise point of impact, the air erupts in a violent, dazzling burst of orange and white sparks, momentarily illuminating the scene with a piercing, flashing light. To the left, a suit crafted from polished gunmetal steel, its front crest engraved with intricate swirling filigree, collides with the breastplate of a rival suit crafted from blackened, angular iron with a dull bronze edging. The immense force is rendered with visceral clarity as the polished gunmetal visibly dents and dents inward, the black iron of the breastplate groaning and twisting, spiderweb cracks splitting its surface. Sharp metal fragments break off from both suits of armor, swirling into the dim stone arena backdrop. The entire moment is captured in brutal detail, brilliant, fleeting rays of light filtering through the dents and scraping the metal's grain, creating a raw and intense atmosphere of pure, destructive power.",
+ "seed": 17573,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_4/index_7821_seed_17573_dp_9_rank_18_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 1.859375,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 7.90625,
+ "avg": 7.890625,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "quick zoom from a slightly lower angle reveals a super-slow-motion, catastrophic collision between two suits of ornate metal armor. At the precise point of impact, the air erupts in a violent, dazzling burst of orange and white sparks, momentarily illuminating the scene with a piercing, flashing light. To the left, a suit crafted from polished gunmetal steel, its front crest engraved with intricate swirling filigree, collides with the breastplate of a rival suit crafted from blackened, angular iron with a dull bronze edging. The immense force is rendered with visceral clarity as the polished gunmetal visibly dents and dents inward, the black iron of the breastplate groaning and twisting, spiderweb cracks splitting its surface. Sharp metal fragments break off from both suits of armor, swirling into the dim stone arena backdrop. The entire moment is captured in brutal detail, brilliant, fleeting rays of light filtering through the dents and scraping the metal's grain, creating a raw and intense atmosphere of pure, destructive power.",
+ "token_credit_reward": 7.90625,
+ "selected_reward": 7.90625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 armored collision with specific visual elements:\n- Quick zoom from slightly lower angle\n- Super-slow-motion, catastrophic collision between two suits of ornate metal armor\n- At the precise point of impact, air erupts in a violent, dazzling burst of orange and white sparks\n- Momentarily illuminating the scene with a piercing, flashing light\n- Left: suit crafted from polished gunmetal steel with intricate swirling filigree crest\n- Right: suit crafted from blackened, angular iron with dull bronze edging\n- Immense force rendered with visceral clarity\n- Polished gunmetal visibly dents and dents inward\n- Black iron of breastplate groans and twists\n- Spiderweb cracks splitting the surface\n- Sharp metal fragments break off from both suits\n- Swirling into dim stone arena backdrop\n- Captured in brutal detail with bright, fleeting rays of light\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some artifacts. The resolution is adequate but not high, and there are occasional distortions or warping effects that reduce sharpness. Lighting remains warm and consistent, but the overall polish is limited by artifacting and occasional instability. Overall, the visual quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several prompt elements, including a zoomed-in view, two ornate armor pieces, and visible decorative motifs. However, key dramatic moments described in the prompt—such as a truly catastrophic collision, a bright orange-white spark burst, and a vividly illuminated scene—are not convincingly realized. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThere are noticeable inconsistencies in material behavior and motion cues. Some deformations appear exaggerated or non-physical, and lighting interactions do not always align with expected material properties. Overall, the scene lacks robust physical realism, resulting in a low-to-moderate score (2).\n\nGround-truth scores: Visual Quality = 3; Text-to-Video Alignment = 3; Physical/Common-sense Consistency = 2.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
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+ "MQ": 2.96875,
+ "Overall": 7.90625
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a dramatic armored collision with specific visual elements:\n- Quick zoom from slightly lower angle\n- Super-slow-motion, catastrophic collision between two suits of ornate metal armor\n- At the precise point of impact, air erupts in a violent, dazzling burst of orange and white sparks\n- Momentarily illuminating the scene with a piercing, flashing light\n- Left: suit crafted from polished gunmetal steel with intricate swirling filigree crest\n- Right: suit crafted from blackened, angular iron with dull bronze edging\n- Immense force rendered with visceral clarity\n- Polished gunmetal visibly dents and dents inward\n- Black iron of breastplate groans and twists\n- Spiderweb cracks splitting the surface\n- Sharp metal fragments break off from both suits\n- Swirling into dim stone arena backdrop\n- Captured in brutal detail with bright, fleeting rays of light\n\nVisual Quality Assessment:\nAcross the frames, the visuals show moderate clarity with some artifacts. The resolution is adequate but not high, and there are occasional distortions or warping effects that reduce sharpness. Lighting remains warm and consistent, but the overall polish is limited by artifacting and occasional instability. Overall, the visual quality is mid-range (score 3).\n\nText-to-Video Alignment Assessment:\nThe video captures several prompt elements, including a zoomed-in view, two ornate armor pieces, and visible decorative motifs. However, key dramatic moments described in the prompt—such as a truly catastrophic collision, a bright orange-white spark burst, and a vividly illuminated scene—are not convincingly realized. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThere are noticeable inconsistencies in material behavior and motion cues. Some deformations appear exaggerated or non-physical, and lighting interactions do not always align with expected material properties. Overall, the scene lacks robust physical realism, resulting in a low-to-moderate score (2).\n\nGround-truth scores: Visual Quality = 3; Text-to-Video Alignment = 3; Physical/Common-sense Consistency = 2.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 17574,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_4/index_7821_seed_17574_dp_9_rank_18_sample_3_slot_1.mp4",
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+ "video_score2_ta": 2.421875,
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+ "video_score2_overall": 9.625,
+ "avg": 9.65625,
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+ "token_credit_reward": 9.625,
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+ "credit_map_shape": [
+ 3,
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+ ],
+ "top_frames": [
+ 1,
+ 2,
+ 0
+ ],
+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dramatic armored collision with a quick zoom from a slightly lower angle, a super-slow-motion impact, and a vivid explosion of orange and white sparks. It envisions two ornate suits — one polished gunmetal with intricate filigree on the crest, the other dark and angular with bronze edges — clashing with extreme force, visible dents, groans, and fragments, set in a dim stone arena with raw, intense visuals.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain solid clarity and consistent lighting. The metallic surfaces show convincing reflections and texture, and the sparks are present without overpowering the scene. There are no major distortions or artifacts, and the overall rendering reads as high-quality. However, there are occasional minor softness and slight bloom in bright areas that prevent a perfect top-tier score. Overall, Visual Quality aligns with a strong 4/5.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt (close-up views of ornate armor, visible sparks, and a metallic sheen). Yet it does not fully realize the described dynamic collision: the frames read more as static or slowly evolving shots rather than a rapid, forceful impact. The alignment is moderate, reflecting a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nMaterial properties and lighting are coherent throughout, with plausible reflections and spark behavior. The depiction of damage (cracks, dents) appears credible within the shown frames, though the absence of an explicit collision moment reduces the perceived realism of a true impact. Overall, Physical Consistency is acceptable but not exceptional, corresponding to a 3/5 rating.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.359375,
+ "TA": 2.421875,
+ "MQ": 3.875,
+ "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 dramatic armored collision with a quick zoom from a slightly lower angle, a super-slow-motion impact, and a vivid explosion of orange and white sparks. It envisions two ornate suits — one polished gunmetal with intricate filigree on the crest, the other dark and angular with bronze edges — clashing with extreme force, visible dents, groans, and fragments, set in a dim stone arena with raw, intense visuals.\n\nVisual Quality Analysis:\nAcross the sequence, the visuals maintain solid clarity and consistent lighting. The metallic surfaces show convincing reflections and texture, and the sparks are present without overpowering the scene. There are no major distortions or artifacts, and the overall rendering reads as high-quality. However, there are occasional minor softness and slight bloom in bright areas that prevent a perfect top-tier score. Overall, Visual Quality aligns with a strong 4/5.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt (close-up views of ornate armor, visible sparks, and a metallic sheen). Yet it does not fully realize the described dynamic collision: the frames read more as static or slowly evolving shots rather than a rapid, forceful impact. The alignment is moderate, reflecting a 3/5 rating.\n\nPhysical/Common-sense Consistency:\nMaterial properties and lighting are coherent throughout, with plausible reflections and spark behavior. The depiction of damage (cracks, dents) appears credible within the shown frames, though the absence of an explicit collision moment reduces the perceived realism of a true impact. Overall, Physical Consistency is acceptable but not exceptional, corresponding to a 3/5 rating.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_5/index_tensor([4960, 4960])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_5/index_tensor([4960, 4960])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..775af06a22889e77bd01ccfcddddd1ccd7955f19
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_5/index_tensor([4960, 4960])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "slow, smooth tracking shot, viewed from a slightly upward angle, follows a giant octopus tentacle undergoing a breathtaking process of petrification. Against the deep, almost pitch-black seafloor, a precise, cool white beam, reminiscent of a deep-sea probe, illuminates this surreal transformation. The shot begins at the still-vibrant end of the tentacle. Its deep purple skin, coated in a slippery, iridescent sheen, reflects in the beam, while its neatly arranged, massive suction cups undergo their final, delicate contractions. As the camera pans steadily to the right, we witness the core of the transformation: the slippery sheen fades at a visible rate, the elastic texture hardens inch by inch, and the deep purple skin rapidly pales, transforming into a lifeless, rocky gray. Countless hairline cracks, like spiderwebs, spread from the hardened surface, rapidly deepening and widening, forming deep grooves, as if ancient rock has been fractured by weathering. The once-soft suction cups have solidified into rigid, stone disks, devoid of all signs of life. The entire process is presented in extreme details in the CGI realistic style. The suspended particles in the water are clearly visible in the beam of light, and the light and shadow form a sharp contrast between the rough rock cracks and the smooth wet skin, creating a magnificent, strange and breathtakingly quiet atmosphere.",
+ "seed": 25290,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_5/index_4960_seed_25290_dp_10_rank_20_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.09375,
+ "video_score2_ta": 2.09375,
+ "video_score2_mq": 2.8125,
+ "video_score2_overall": 8.0,
+ "avg": 8.0,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow, smooth tracking shot, viewed from a slightly upward angle, follows a giant octopus tentacle undergoing a breathtaking process of petrification. Against the deep, almost pitch-black seafloor, a precise, cool white beam, reminiscent of a deep-sea probe, illuminates this surreal transformation. The shot begins at the still-vibrant end of the tentacle. Its deep purple skin, coated in a slippery, iridescent sheen, reflects in the beam, while its neatly arranged, massive suction cups undergo their final, delicate contractions. As the camera pans steadily to the right, we witness the core of the transformation: the slippery sheen fades at a visible rate, the elastic texture hardens inch by inch, and the deep purple skin rapidly pales, transforming into a lifeless, rocky gray. Countless hairline cracks, like spiderwebs, spread from the hardened surface, rapidly deepening and widening, forming deep grooves, as if ancient rock has been fractured by weathering. The once-soft suction cups have solidified into rigid, stone disks, devoid of all signs of life. The entire process is presented in extreme details in the CGI realistic style. The suspended particles in the water are clearly visible in the beam of light, and the light and shadow form a sharp contrast between the rough rock cracks and the smooth wet skin, creating a magnificent, strange and breathtakingly quiet atmosphere.",
+ "token_credit_reward": 8.0,
+ "selected_reward": 8.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, smooth tracking shot from a slightly upward angle following a giant octopus tentacle undergoing petrification. It envisions a deep-sea setting with a precise, cool white beam illuminating the transformation, starting at the vibrant end of the tentacle and showing the sheen fading, massive suction cups becoming rigid stone-like structures, and a transition to a lifeless, rocky gray with visible cracks spreading across the surface. The sequence aims for extreme detail in CGI realism, with suspended particles in the water and strong contrast between rough rock cracks and smooth wet skin.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent lighting, but there are noticeable softness and some artifacting that prevent high-fidelity rendering. The tentacle and suction cups are identifiable, yet fine details and textures do not reach the level of the most polished CGI. The color palette remains within deep purples and blues, with no dramatic color shifts, and transitions between frames are smooth. In sum, the video presents a competent but not exceptional visual quality.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video includes a tentacle and a light beam, several key elements of the prompt are not realized. The scene does not convincingly depict a true petrification process; the tentacle maintains a soft, living appearance rather than becoming a rigid, stone-like structure. The expected dramatic color change from vibrant purple to a lifeless gray is absent, and the depiction of hairline cracks or extensive surface weathering is not evident. The overall progression toward a fossilized appearance is missing, resulting in only partial alignment with the described transformation.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The underwater environment appears plausible, with believable lighting and particle behavior. However, the central biological premise—rapid, extensive petrification of a living tentacle—violates basic biological expectations, so the depiction remains largely fantastical rather than scientifically credible. The scene maintains internal coherence within its imaginative framework, but it does not convincingly satisfy common-sense constraints for real-world biology.\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": 3.09375,
+ "TA": 2.09375,
+ "MQ": 2.8125,
+ "Overall": 8.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, smooth tracking shot from a slightly upward angle following a giant octopus tentacle undergoing petrification. It envisions a deep-sea setting with a precise, cool white beam illuminating the transformation, starting at the vibrant end of the tentacle and showing the sheen fading, massive suction cups becoming rigid stone-like structures, and a transition to a lifeless, rocky gray with visible cracks spreading across the surface. The sequence aims for extreme detail in CGI realism, with suspended particles in the water and strong contrast between rough rock cracks and smooth wet skin.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent lighting, but there are noticeable softness and some artifacting that prevent high-fidelity rendering. The tentacle and suction cups are identifiable, yet fine details and textures do not reach the level of the most polished CGI. The color palette remains within deep purples and blues, with no dramatic color shifts, and transitions between frames are smooth. In sum, the video presents a competent but not exceptional visual quality.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is limited (score 2). While the video includes a tentacle and a light beam, several key elements of the prompt are not realized. The scene does not convincingly depict a true petrification process; the tentacle maintains a soft, living appearance rather than becoming a rigid, stone-like structure. The expected dramatic color change from vibrant purple to a lifeless gray is absent, and the depiction of hairline cracks or extensive surface weathering is not evident. The overall progression toward a fossilized appearance is missing, resulting in only partial alignment with the described transformation.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The underwater environment appears plausible, with believable lighting and particle behavior. However, the central biological premise—rapid, extensive petrification of a living tentacle—violates basic biological expectations, so the depiction remains largely fantastical rather than scientifically credible. The scene maintains internal coherence within its imaginative framework, but it does not convincingly satisfy common-sense constraints for real-world biology.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "slow, smooth tracking shot, viewed from a slightly upward angle, follows a giant octopus tentacle undergoing a breathtaking process of petrification. Against the deep, almost pitch-black seafloor, a precise, cool white beam, reminiscent of a deep-sea probe, illuminates this surreal transformation. The shot begins at the still-vibrant end of the tentacle. Its deep purple skin, coated in a slippery, iridescent sheen, reflects in the beam, while its neatly arranged, massive suction cups undergo their final, delicate contractions. As the camera pans steadily to the right, we witness the core of the transformation: the slippery sheen fades at a visible rate, the elastic texture hardens inch by inch, and the deep purple skin rapidly pales, transforming into a lifeless, rocky gray. Countless hairline cracks, like spiderwebs, spread from the hardened surface, rapidly deepening and widening, forming deep grooves, as if ancient rock has been fractured by weathering. The once-soft suction cups have solidified into rigid, stone disks, devoid of all signs of life. The entire process is presented in extreme details in the CGI realistic style. The suspended particles in the water are clearly visible in the beam of light, and the light and shadow form a sharp contrast between the rough rock cracks and the smooth wet skin, creating a magnificent, strange and breathtakingly quiet atmosphere.",
+ "seed": 25291,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_5/index_4960_seed_25291_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.6875,
+ "video_score2_ta": 1.8046875,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 7.4375,
+ "avg": 7.4296875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "slow, smooth tracking shot, viewed from a slightly upward angle, follows a giant octopus tentacle undergoing a breathtaking process of petrification. Against the deep, almost pitch-black seafloor, a precise, cool white beam, reminiscent of a deep-sea probe, illuminates this surreal transformation. The shot begins at the still-vibrant end of the tentacle. Its deep purple skin, coated in a slippery, iridescent sheen, reflects in the beam, while its neatly arranged, massive suction cups undergo their final, delicate contractions. As the camera pans steadily to the right, we witness the core of the transformation: the slippery sheen fades at a visible rate, the elastic texture hardens inch by inch, and the deep purple skin rapidly pales, transforming into a lifeless, rocky gray. Countless hairline cracks, like spiderwebs, spread from the hardened surface, rapidly deepening and widening, forming deep grooves, as if ancient rock has been fractured by weathering. The once-soft suction cups have solidified into rigid, stone disks, devoid of all signs of life. The entire process is presented in extreme details in the CGI realistic style. The suspended particles in the water are clearly visible in the beam of light, and the light and shadow form a sharp contrast between the rough rock cracks and the smooth wet skin, creating a magnificent, strange and breathtakingly quiet atmosphere.",
+ "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 slow, smooth tracking shot from a slightly upward angle following a giant octopus tentacle undergoing petrification. It envisions a deep-sea setting with a precise, cool white beam illuminating the transformation, starting at the vibrant end of the tentacle and showing the sheen fading, massive suction cups, and a gradual transition to a lifeless, rocky gray with spiderweb-like cracks spreading across the surface. The scene aims for extreme detail in CGI realism, with visible suspended particles in the water and strong contrast between rough rock cracks and smooth wet skin, conveying a magnificent, somewhat eerie transformation.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent but not outstanding. The resolution is adequate and color grading yields a moody blue-purple palette with consistent lighting. There is some depth-of-field and smooth motion, and the tentacle and suction cups are identifiable. However, there are occasional soft edges and minor artifacts that prevent a high-end look. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements such as the upward angle, the presence of a tentacle with visible suction cups, and a blue-purple environment with illumination. However, key aspects of the prompt are not convincingly realized: the dramatic petrification sequence is not clearly depicted, the transition to a lifeless, rocky gray is not evident, and the described hairline cracks and extensive surface transformation are not clearly shown. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater lighting and anatomy, but the central transformation described in the prompt is not convincingly demonstrated. The expected dramatic petrification and surface cracking are not clearly observed, resulting in only moderate consistency with common-sense expectations (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": 2.6875,
+ "TA": 1.8046875,
+ "MQ": 2.9375,
+ "Overall": 7.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, smooth tracking shot from a slightly upward angle following a giant octopus tentacle undergoing petrification. It envisions a deep-sea setting with a precise, cool white beam illuminating the transformation, starting at the vibrant end of the tentacle and showing the sheen fading, massive suction cups, and a gradual transition to a lifeless, rocky gray with spiderweb-like cracks spreading across the surface. The scene aims for extreme detail in CGI realism, with visible suspended particles in the water and strong contrast between rough rock cracks and smooth wet skin, conveying a magnificent, somewhat eerie transformation.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent but not outstanding. The resolution is adequate and color grading yields a moody blue-purple palette with consistent lighting. There is some depth-of-field and smooth motion, and the tentacle and suction cups are identifiable. However, there are occasional soft edges and minor artifacts that prevent a high-end look. Overall, Visual Quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThe video captures several prompt elements such as the upward angle, the presence of a tentacle with visible suction cups, and a blue-purple environment with illumination. However, key aspects of the prompt are not convincingly realized: the dramatic petrification sequence is not clearly depicted, the transition to a lifeless, rocky gray is not evident, and the described hairline cracks and extensive surface transformation are not clearly shown. The alignment is partial rather than complete, yielding a moderate score (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible underwater lighting and anatomy, but the central transformation described in the prompt is not convincingly demonstrated. The expected dramatic petrification and surface cracking are not clearly observed, resulting in only moderate consistency with common-sense expectations (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": 25292,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_5/index_4960_seed_25292_dp_11_rank_22_sample_2_slot_0.mp4",
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+ "question": "slow, smooth tracking shot, viewed from a slightly upward angle, follows a giant octopus tentacle undergoing a breathtaking process of petrification. Against the deep, almost pitch-black seafloor, a precise, cool white beam, reminiscent of a deep-sea probe, illuminates this surreal transformation. The shot begins at the still-vibrant end of the tentacle. Its deep purple skin, coated in a slippery, iridescent sheen, reflects in the beam, while its neatly arranged, massive suction cups undergo their final, delicate contractions. As the camera pans steadily to the right, we witness the core of the transformation: the slippery sheen fades at a visible rate, the elastic texture hardens inch by inch, and the deep purple skin rapidly pales, transforming into a lifeless, rocky gray. Countless hairline cracks, like spiderwebs, spread from the hardened surface, rapidly deepening and widening, forming deep grooves, as if ancient rock has been fractured by weathering. The once-soft suction cups have solidified into rigid, stone disks, devoid of all signs of life. The entire process is presented in extreme details in the CGI realistic style. The suspended particles in the water are clearly visible in the beam of light, and the light and shadow form a sharp contrast between the rough rock cracks and the smooth wet skin, creating a magnificent, strange and breathtakingly quiet atmosphere.",
+ "token_credit_reward": 7.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, smooth tracking shot from a slightly upward angle following a giant octopus tentacle undergoing petrification. It envisions a deep-sea setting with a precise, cool white beam illuminating the transformation, starting at the vibrant end of the tentacle and showing the sheen fading, massive suction cups becoming rigid stone-like structures, and a transition to a lifeless, rocky gray with visible cracks spreading across the surface. The sequence aims for extreme detail in CGI realism, with suspended particles in the water and strong contrast between rough cracks and smooth wet skin.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent but do not reach high-fidelity realism. The resolution is adequate and color grading yields a consistent deep-sea palette, yet there are noticeable softness and minor artifacts that reduce perceived sharpness. The lighting remains relatively flat rather than featuring a pronounced, dynamic beam, and some frame-to-frame inconsistencies in texture detail are evident. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The frames depict tentacle-like structures with circular patterns and a purple/blue tint, and a tracking-like motion is present. However, key elements of the described dramatic petrification process are not convincingly realized: the intense beam of light, the rapid sheen fade, the progression to a lifeless, rocky gray, and the development of extensive cracks are not clearly demonstrated. The result is a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and underwater lighting, with coherent spatial relationships and believable material properties. The tentacle-like morphology and coloration are reasonable, and the environment feels physically consistent. Nevertheless, the absence of the dramatic transformation and the lack of convincing crack propagation reduce the sense of a fully realized physical process. 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": 3.140625,
+ "TA": 1.6171875,
+ "MQ": 3.0,
+ "Overall": 7.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a slow, smooth tracking shot from a slightly upward angle following a giant octopus tentacle undergoing petrification. It envisions a deep-sea setting with a precise, cool white beam illuminating the transformation, starting at the vibrant end of the tentacle and showing the sheen fading, massive suction cups becoming rigid stone-like structures, and a transition to a lifeless, rocky gray with visible cracks spreading across the surface. The sequence aims for extreme detail in CGI realism, with suspended particles in the water and strong contrast between rough cracks and smooth wet skin.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are coherent but do not reach high-fidelity realism. The resolution is adequate and color grading yields a consistent deep-sea palette, yet there are noticeable softness and minor artifacts that reduce perceived sharpness. The lighting remains relatively flat rather than featuring a pronounced, dynamic beam, and some frame-to-frame inconsistencies in texture detail are evident. Overall, the visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt. The frames depict tentacle-like structures with circular patterns and a purple/blue tint, and a tracking-like motion is present. However, key elements of the described dramatic petrification process are not convincingly realized: the intense beam of light, the rapid sheen fade, the progression to a lifeless, rocky gray, and the development of extensive cracks are not clearly demonstrated. The result is a moderate alignment overall (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and underwater lighting, with coherent spatial relationships and believable material properties. The tentacle-like morphology and coloration are reasonable, and the environment feels physically consistent. Nevertheless, the absence of the dramatic transformation and the lack of convincing crack propagation reduce the sense of a fully realized physical process. 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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+ "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, smooth tracking shot from a slightly upward angle following a giant octopus tentacle undergoing petrification. It envisions a deep, almost pitch-black seafloor with a precise, cool white beam illuminating the transformation. The scene should begin at the still-vibrant end of the tentacle, show the tentacle with deep purple skin and iridescent sheen, reflectivity in the beam, and then depict the tentacle becoming lifeless and rocky gray with visible cracks spreading across the surface. The video should show the complete transformation from soft suction cups to rigid stone-like structures, with detailed CGI realism, visible suspended particles, and strong contrast between rough cracks and smooth wet skin.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The resolution is adequate but not high, and there are occasional soft areas and minor artifacts that reduce sharpness. The color palette remains within a restrained range (purples, pinks, blues), and lighting is generally consistent, though some frames exhibit slight bloom or uneven shading. The sequence appears stable with no major distortions, but the overall polish is mid-range rather than cinematic. In sum, the visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited. While the video includes a tracking shot and a purple/blue tint, several key elements are missing or underdeveloped: the dramatic lighting and beam effects are absent, the transition from a living tentacle to a petrified form is not convincingly depicted, and the progression of cracks and the development of a stone-like texture are not clearly shown. The result is a partial match to the prompt, with important aspects of the described transformation underrepresented.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains basic anatomical plausibility and coherent lighting, but the core transformation lacks convincing physical justification. The tentacle’s metamorphosis into a rigid, cracked stone structure does not convincingly follow known biological or physical processes, leading to only modest common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 3.078125,
+ "TA": 1.7578125,
+ "MQ": 2.890625,
+ "Overall": 7.75
+ }
+ }
+ ],
+ "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 a slow, smooth tracking shot from a slightly upward angle following a giant octopus tentacle undergoing petrification. It envisions a deep, almost pitch-black seafloor with a precise, cool white beam illuminating the transformation. The scene should begin at the still-vibrant end of the tentacle, show the tentacle with deep purple skin and iridescent sheen, reflectivity in the beam, and then depict the tentacle becoming lifeless and rocky gray with visible cracks spreading across the surface. The video should show the complete transformation from soft suction cups to rigid stone-like structures, with detailed CGI realism, visible suspended particles, and strong contrast between rough cracks and smooth wet skin.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The resolution is adequate but not high, and there are occasional soft areas and minor artifacts that reduce sharpness. The color palette remains within a restrained range (purples, pinks, blues), and lighting is generally consistent, though some frames exhibit slight bloom or uneven shading. The sequence appears stable with no major distortions, but the overall polish is mid-range rather than cinematic. In sum, the visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited. While the video includes a tracking shot and a purple/blue tint, several key elements are missing or underdeveloped: the dramatic lighting and beam effects are absent, the transition from a living tentacle to a petrified form is not convincingly depicted, and the progression of cracks and the development of a stone-like texture are not clearly shown. The result is a partial match to the prompt, with important aspects of the described transformation underrepresented.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains basic anatomical plausibility and coherent lighting, but the core transformation lacks convincing physical justification. The tentacle’s metamorphosis into a rigid, cracked stone structure does not convincingly follow known biological or physical processes, leading to only modest common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_6/index_tensor([5837, 5837])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_6/index_tensor([5837, 5837])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..67a3878c0490b497b3432c534cfc5a05a45ca636
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_6/index_tensor([5837, 5837])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 12353,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_6/index_5837_seed_12353_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.0625,
+ "video_score2_ta": 3.078125,
+ "video_score2_mq": 2.734375,
+ "video_score2_overall": 7.875,
+ "avg": 7.875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "An epic, wide-angle, static shot captures a magnificent spectacle beneath a deep, dark night sky. Hundreds of small, sleek drones, their gleaming metallic black shells looming in the darkness, converge at breakneck speed from all directions, even from the depths of the background, towards an invisible focal point in the very center of the frame. Each drone trails a long, luminous digital light trail of electric blue and fiery magenta, carving elegant, intricate arcs through the sky. Their flight paths intertwine, instantly weaving a vast, dynamic web of light across the clear night sky, completely ablaze. The brightly lit futuristic city skyline below provides subtle ambient light, but the primary illumination for the entire scene comes from the drones themselves, whose light reflects off their sleek shells in sharp highlights. The entire image is imbued with a sense of speed, energy, and precise control, creating an atmosphere of grand, high-tech, and dizzying futuristic visual spectacle.",
+ "token_credit_reward": 7.875,
+ "selected_reward": 7.875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions an epic, wide-angle, static shot featuring hundreds of small, sleek drones converging toward a central focal point under a deep, dark night sky, with each drone trailing a long luminous light trail (blue and magenta) and a bright futuristic city skyline providing ambient light. The overall intent is a high-tech, dynamic spectacle of speed and precision.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain a consistent sci-fi aesthetic with vibrant lighting and a futuristic city backdrop. However, there are noticeable issues that temper the overall quality: occasional motion blur and trailing effects that feel slightly artificial, some inconsistencies in drone shapes and sizes, and minor artifacts that reduce perceived sharpness. The result is a moderate level of visual quality rather than pristine realism.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—wide-angle framing, multiple drones, light trails, and a city-lit ambiance. Yet key aspects are not fully realized: the scene does not convincingly convey a truly static composition, and the scale of hundreds of drones is not clearly established. Overall alignment is acceptable but not strong, reflecting a mid-level correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nDynamics show plausible flight behavior and coherent lighting interactions, with generally believable motion and shading. Some minor inconsistencies remain, such as occasional shape distortions and slight deviations in light-trail behavior, which prevent perfect physical realism. Overall, the scene maintains reasonable physical plausibility without achieving flawless consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.0625,
+ "TA": 3.078125,
+ "MQ": 2.734375,
+ "Overall": 7.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions an epic, wide-angle, static shot featuring hundreds of small, sleek drones converging toward a central focal point under a deep, dark night sky, with each drone trailing a long luminous light trail (blue and magenta) and a bright futuristic city skyline providing ambient light. The overall intent is a high-tech, dynamic spectacle of speed and precision.\n\nVisual Quality Assessment:\nAcross the sequence, the visuals maintain a consistent sci-fi aesthetic with vibrant lighting and a futuristic city backdrop. However, there are noticeable issues that temper the overall quality: occasional motion blur and trailing effects that feel slightly artificial, some inconsistencies in drone shapes and sizes, and minor artifacts that reduce perceived sharpness. The result is a moderate level of visual quality rather than pristine realism.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—wide-angle framing, multiple drones, light trails, and a city-lit ambiance. Yet key aspects are not fully realized: the scene does not convincingly convey a truly static composition, and the scale of hundreds of drones is not clearly established. Overall alignment is acceptable but not strong, reflecting a mid-level correspondence to the prompt.\n\nPhysical/Common-sense Consistency:\nDynamics show plausible flight behavior and coherent lighting interactions, with generally believable motion and shading. Some minor inconsistencies remain, such as occasional shape distortions and slight deviations in light-trail behavior, which prevent perfect physical realism. Overall, the scene maintains reasonable physical plausibility without achieving flawless consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An epic, wide-angle, static shot captures a magnificent spectacle beneath a deep, dark night sky. Hundreds of small, sleek drones, their gleaming metallic black shells looming in the darkness, converge at breakneck speed from all directions, even from the depths of the background, towards an invisible focal point in the very center of the frame. Each drone trails a long, luminous digital light trail of electric blue and fiery magenta, carving elegant, intricate arcs through the sky. Their flight paths intertwine, instantly weaving a vast, dynamic web of light across the clear night sky, completely ablaze. The brightly lit futuristic city skyline below provides subtle ambient light, but the primary illumination for the entire scene comes from the drones themselves, whose light reflects off their sleek shells in sharp highlights. The entire image is imbued with a sense of speed, energy, and precise control, creating an atmosphere of grand, high-tech, and dizzying futuristic visual spectacle.",
+ "seed": 12354,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_6/index_5837_seed_12354_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.453125,
+ "video_score2_ta": 3.78125,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 9.25,
+ "avg": 9.203125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "An epic, wide-angle, static shot captures a magnificent spectacle beneath a deep, dark night sky. Hundreds of small, sleek drones, their gleaming metallic black shells looming in the darkness, converge at breakneck speed from all directions, even from the depths of the background, towards an invisible focal point in the very center of the frame. Each drone trails a long, luminous digital light trail of electric blue and fiery magenta, carving elegant, intricate arcs through the sky. Their flight paths intertwine, instantly weaving a vast, dynamic web of light across the clear night sky, completely ablaze. The brightly lit futuristic city skyline below provides subtle ambient light, but the primary illumination for the entire scene comes from the drones themselves, whose light reflects off their sleek shells in sharp highlights. The entire image is imbued with a sense of speed, energy, and precise control, creating an atmosphere of grand, high-tech, and dizzying futuristic visual spectacle.",
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+ "selected_reward": 9.25,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes \"An epic, wide-angle, static shot captures a magnificent spectacle beneath a deep, dark night sky. Hundreds of small, sleek drones, their gleaming metallic black shells looming in the darkness, converge at breakneck speed from all directions, even from the depths of the background, towards an invisible focal point in the very center of the frame. Each drone trails a long, luminous digital light trail of electric blue and fiery magenta, carving elegant, intricate arcs through the sky. Their flight paths intertwine, instantly weaving a vast, dynamic web of light across the clear night sky, completely ablaze. The brightly lit futuristic city skyline below provides subtle ambient light, but the primary illumination for the entire scene comes from the drones themselves, whose light reflects off their sleek shells in sharp highlights. The entire image is imbued with a sense of speed, energy, and precise control, creating an atmosphere of grand, high-tech, and dizzying futuristic visual spectacle.\"\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and a consistent color palette dominated by blues and magentas, with light trails that read clearly. However, there are noticeable artifacts and some motion blur that reduce crispness, and a few regions appear slightly soft or smeared. The sequence remains coherent and the lighting effects are visually engaging, but the overall sharpness and fine detail do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents a wide-angle, static composition with a deep night sky and a convergence toward a central focal area. Hundreds of drones with sleek metallic black bodies and prominent light trails are visible, and the trails arc through the sky with interwoven paths. The scene includes a futuristic city skyline in the background, and the illumination from the drones dominates the frame. While minor deviations exist, they do not significantly detract from the overall fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The dynamics suggest plausible flight behavior and light propagation, with coherent spatial relationships between drones and the environment. Some aspects—such as the density of drones and the uniformity of lighting—are stylized rather than strictly physically accurate, which is acceptable within a high-tech fantasy context. Overall, the scene maintains believable motion and interaction without major logical contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.453125,
+ "TA": 3.78125,
+ "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 to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes \"An epic, wide-angle, static shot captures a magnificent spectacle beneath a deep, dark night sky. Hundreds of small, sleek drones, their gleaming metallic black shells looming in the darkness, converge at breakneck speed from all directions, even from the depths of the background, towards an invisible focal point in the very center of the frame. Each drone trails a long, luminous digital light trail of electric blue and fiery magenta, carving elegant, intricate arcs through the sky. Their flight paths intertwine, instantly weaving a vast, dynamic web of light across the clear night sky, completely ablaze. The brightly lit futuristic city skyline below provides subtle ambient light, but the primary illumination for the entire scene comes from the drones themselves, whose light reflects off their sleek shells in sharp highlights. The entire image is imbued with a sense of speed, energy, and precise control, creating an atmosphere of grand, high-tech, and dizzying futuristic visual spectacle.\"\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and a consistent color palette dominated by blues and magentas, with light trails that read clearly. However, there are noticeable artifacts and some motion blur that reduce crispness, and a few regions appear slightly soft or smeared. The sequence remains coherent and the lighting effects are visually engaging, but the overall sharpness and fine detail do not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong (score 4). The video presents a wide-angle, static composition with a deep night sky and a convergence toward a central focal area. Hundreds of drones with sleek metallic black bodies and prominent light trails are visible, and the trails arc through the sky with interwoven paths. The scene includes a futuristic city skyline in the background, and the illumination from the drones dominates the frame. While minor deviations exist, they do not significantly detract from the overall fidelity to the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The dynamics suggest plausible flight behavior and light propagation, with coherent spatial relationships between drones and the environment. Some aspects—such as the density of drones and the uniformity of lighting—are stylized rather than strictly physically accurate, which is acceptable within a high-tech fantasy context. Overall, the scene maintains believable motion and interaction without major logical contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 12355,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_6/index_5837_seed_12355_dp_13_rank_26_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_overall": 8.375,
+ "avg": 8.375,
+ "reward_records": [
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+ "question": "An epic, wide-angle, static shot captures a magnificent spectacle beneath a deep, dark night sky. Hundreds of small, sleek drones, their gleaming metallic black shells looming in the darkness, converge at breakneck speed from all directions, even from the depths of the background, towards an invisible focal point in the very center of the frame. Each drone trails a long, luminous digital light trail of electric blue and fiery magenta, carving elegant, intricate arcs through the sky. Their flight paths intertwine, instantly weaving a vast, dynamic web of light across the clear night sky, completely ablaze. The brightly lit futuristic city skyline below provides subtle ambient light, but the primary illumination for the entire scene comes from the drones themselves, whose light reflects off their sleek shells in sharp highlights. The entire image is imbued with a sense of speed, energy, and precise control, creating an atmosphere of grand, high-tech, and dizzying futuristic visual spectacle.",
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions an epic, wide-angle, static shot featuring hundreds of small, sleek drones converging toward a central focal point with dynamic, interwoven flight paths and luminous light trails (blue and magenta) against a deep night sky, while a futuristic city lights the scene from below. The video largely captures these elements, though some aspects are stylized rather than strictly realistic.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, with recognizable drone silhouettes and city lights. However, there are noticeable issues that temper realism: occasional motion blur or trailing effects, color saturation that can feel exaggerated, and some inconsistencies in lighting and detail across frames. The sequence remains coherent and legible, but it does not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a wide-angle, static composition with multiple drones converging toward a central focal area, visible light trails, and a city-lit backdrop. The core elements—drones, convergence, trails, and urban illumination—are well represented. Some details, such as exact scale, density, or precise timing of the convergence, are slightly stylized or simplified, but they do not significantly detract from the intended alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene follows plausible spatial relationships and lighting logic, with drones maintaining relative scale and trajectories that generally respect perspective. Nevertheless, there are minor inconsistencies in motion dynamics and lighting interactions that prevent a higher level of realism, though no major physical violations 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": {
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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.796875,
+ "MQ": 2.828125,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions an epic, wide-angle, static shot featuring hundreds of small, sleek drones converging toward a central focal point with dynamic, interwoven flight paths and luminous light trails (blue and magenta) against a deep night sky, while a futuristic city lights the scene from below. The video largely captures these elements, though some aspects are stylized rather than strictly realistic.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames maintain decent resolution and general clarity, with recognizable drone silhouettes and city lights. However, there are noticeable issues that temper realism: occasional motion blur or trailing effects, color saturation that can feel exaggerated, and some inconsistencies in lighting and detail across frames. The sequence remains coherent and legible, but it does not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a wide-angle, static composition with multiple drones converging toward a central focal area, visible light trails, and a city-lit backdrop. The core elements—drones, convergence, trails, and urban illumination—are well represented. Some details, such as exact scale, density, or precise timing of the convergence, are slightly stylized or simplified, but they do not significantly detract from the intended alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene follows plausible spatial relationships and lighting logic, with drones maintaining relative scale and trajectories that generally respect perspective. Nevertheless, there are minor inconsistencies in motion dynamics and lighting interactions that prevent a higher level of realism, though no major physical violations are evident.\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": 12356,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_6/index_5837_seed_12356_dp_13_rank_26_sample_3_slot_1.mp4",
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+ "video_score2_ta": 3.625,
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+ "video_score2_overall": 9.125,
+ "avg": 9.109375,
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+ "question": "An epic, wide-angle, static shot captures a magnificent spectacle beneath a deep, dark night sky. Hundreds of small, sleek drones, their gleaming metallic black shells looming in the darkness, converge at breakneck speed from all directions, even from the depths of the background, towards an invisible focal point in the very center of the frame. Each drone trails a long, luminous digital light trail of electric blue and fiery magenta, carving elegant, intricate arcs through the sky. Their flight paths intertwine, instantly weaving a vast, dynamic web of light across the clear night sky, completely ablaze. The brightly lit futuristic city skyline below provides subtle ambient light, but the primary illumination for the entire scene comes from the drones themselves, whose light reflects off their sleek shells in sharp highlights. The entire image is imbued with a sense of speed, energy, and precise control, creating an atmosphere of grand, high-tech, and dizzying futuristic visual spectacle.",
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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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions an epic, wide-angle, static shot featuring hundreds of small, sleek drones converging toward a central focal point with luminous light trails (blue and magenta) weaving through a dark night sky, while a futuristic city skyline provides ambient lighting. The description remains the same; the evaluation focuses on how well the video matches that vision.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and a coherent color palette, but there are noticeable issues that prevent a higher rating. Motion blur is present in several regions, especially around moving drones and light trails, which reduces fine detail. Some artifacts appear as streaks or ghosting along trails, and occasional compression noise is visible. The sequence remains legible and the composition is stable, but these imperfections keep the quality from reaching a higher level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a wide-angle view with a static framing, a deep night sky, and multiple drones with light trails converging toward a central focal area. The blue-and-magenta lighting and the interwoven trail patterns align with the description, and the futuristic cityscape provides appropriate ambiance. Minor deviations exist in exact scale and motion dynamics, but they do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting interactions, with coherent scale between the city and the sky elements. However, some aspects feel stylized rather than strictly physically accurate—for example, the density and choreography of drones, the uniform brightness of trails, and certain lighting reflections—introduce mild departures from real-world physics. These choices contribute to a convincing spectacle 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": 2.546875,
+ "TA": 3.625,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt envisions an epic, wide-angle, static shot featuring hundreds of small, sleek drones converging toward a central focal point with luminous light trails (blue and magenta) weaving through a dark night sky, while a futuristic city skyline provides ambient lighting. The description remains the same; the evaluation focuses on how well the video matches that vision.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and a coherent color palette, but there are noticeable issues that prevent a higher rating. Motion blur is present in several regions, especially around moving drones and light trails, which reduces fine detail. Some artifacts appear as streaks or ghosting along trails, and occasional compression noise is visible. The sequence remains legible and the composition is stable, but these imperfections keep the quality from reaching a higher level.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents a wide-angle view with a static framing, a deep night sky, and multiple drones with light trails converging toward a central focal area. The blue-and-magenta lighting and the interwoven trail patterns align with the description, and the futuristic cityscape provides appropriate ambiance. Minor deviations exist in exact scale and motion dynamics, but they do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene maintains plausible spatial relationships and lighting interactions, with coherent scale between the city and the sky elements. However, some aspects feel stylized rather than strictly physically accurate—for example, the density and choreography of drones, the uniform brightness of trails, and certain lighting reflections—introduce mild departures from real-world physics. These choices contribute to a convincing spectacle 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_7/index_tensor([3558, 3558])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_7/index_tensor([3558, 3558])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..813bcf8e5bd6649bfe7710d26d3f177306419f0b
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_7/index_tensor([3558, 3558])_group_7_rewards.json
@@ -0,0 +1,10210 @@
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, dynamic tracking shot following a man sprinting along a rainy city street. The camera stays in sync with him, emphasizing the speed and force of his run. The man, in his thirties, wears a well-tailored, dark charcoal gray suit, now completely soaked by the downpour, the expensive fabric clinging to his contours. His once-pristine white shirt is ripped at the collar, a crimson silk tie hanging loosely, swinging with his movements. The rain dampens his short, dark hair, strands clinging to his forehead and cheeks. His expression is tense, his jaw clenched, and his eyes reveal a mixture of despair and unwavering focus. Directly ahead of him lies a wide asphalt road, its surface a black mirror in the relentless rain, greedily reflecting the shimmering, iridescent neon lights of the tall buildings on either side—psychedelic pinks, cool blues, and glaring reds. With each strenuous step forward, his polished black Oxfords slammed heavily into the puddle, sending up circles of shimmering, neon-lit water, forming brief, dazzling arcs in the camera. The entire scene is imbued with a tense, urgent atmosphere, like a climactic chase scene in a neo-noir film. The stark contrast between the cool tones of the frame and the saturated neon highlights creates a dramatic tension that is both flamboyant and desperate\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. There are occasional compression artifacts and mild noise, yet lighting and color grading remain consistent enough to preserve the moody noir atmosphere. The sequence remains coherent, though sharpness and fine detail are not consistently high.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a man in a dark suit sprinting through a rainy urban street, with neon-lit reflections on a wet surface. The man’s appearance, clothing, and the environmental cues align with the description, and the pacing conveys urgency. Some minor deviations exist in exact pose timing or accessory details, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics: the man moves with plausible biomechanics, rain effects and reflections behave reasonably, and lighting interactions are believable. However, there are subtle inconsistencies in motion dynamics and environmental interaction that prevent a higher score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.859375,
+ "TA": 3.8125,
+ "MQ": 2.984375,
+ "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 it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, dynamic tracking shot following a man sprinting along a rainy city street. The camera stays in sync with him, emphasizing the speed and force of his run. The man, in his thirties, wears a well-tailored, dark charcoal gray suit, now completely soaked by the downpour, the expensive fabric clinging to his contours. His once-pristine white shirt is ripped at the collar, a crimson silk tie hanging loosely, swinging with his movements. The rain dampens his short, dark hair, strands clinging to his forehead and cheeks. His expression is tense, his jaw clenched, and his eyes reveal a mixture of despair and unwavering focus. Directly ahead of him lies a wide asphalt road, its surface a black mirror in the relentless rain, greedily reflecting the shimmering, iridescent neon lights of the tall buildings on either side—psychedelic pinks, cool blues, and glaring reds. With each strenuous step forward, his polished black Oxfords slammed heavily into the puddle, sending up circles of shimmering, neon-lit water, forming brief, dazzling arcs in the camera. The entire scene is imbued with a tense, urgent atmosphere, like a climactic chase scene in a neo-noir film. The stark contrast between the cool tones of the frame and the saturated neon highlights creates a dramatic tension that is both flamboyant and desperate\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. There are occasional compression artifacts and mild noise, yet lighting and color grading remain consistent enough to preserve the moody noir atmosphere. The sequence remains coherent, though sharpness and fine detail are not consistently high.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle tracking shot, a man in a dark suit sprinting through a rainy urban street, with neon-lit reflections on a wet surface. The man’s appearance, clothing, and the environmental cues align with the description, and the pacing conveys urgency. Some minor deviations exist in exact pose timing or accessory details, but they do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics: the man moves with plausible biomechanics, rain effects and reflections behave reasonably, and lighting interactions are believable. However, there are subtle inconsistencies in motion dynamics and environmental interaction 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": 20762,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_7/index_3558_seed_20762_dp_14_rank_28_sample_1_slot_1.mp4",
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+ "video_score2_ta": 3.734375,
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+ "video_score2_overall": 8.375,
+ "avg": 8.359375,
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+ "question": "low-angle, dynamic tracking shot follows a man sprinting along a rainy city street. The camera stays in sync with him, emphasizing the speed and force of his run. The man, in his thirties, wears a well-tailored, dark charcoal gray suit, now completely soaked by the downpour, the expensive fabric clinging to his contours. His once-pristine white shirt is ripped at the collar, a crimson silk tie hanging loosely, swinging with his movements. The rain dampens his short, dark hair, strands clinging to his forehead and cheeks. His expression is tense, his jaw clenched, and his eyes reveal a mixture of despair and unwavering focus. Directly ahead of him lies a wide asphalt road, its surface a black mirror in the relentless rain, greedily reflecting the shimmering, iridescent neon lights of the tall buildings on either side—psychedelic pinks, cool blues, and glaring reds. With each strenuous step forward, his polished black Oxfords slammed heavily into the puddle, sending up circles of shimmering, neon-lit water, forming brief, dazzling arcs in the camera. The entire scene is imbued with a tense, urgent atmosphere, like a climactic chase scene in a neo-noir film. The stark contrast between the cool tones of the frame and the saturated neon highlights creates a dramatic tension that is both flamboyant and desperate.",
+ "token_credit_reward": 8.375,
+ "selected_reward": 8.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, dynamic tracking shot following a man sprinting along a rainy city street. The camera stays in sync with him, emphasizing the speed and force of his run. The man, in his thirties, wears a well-tailored, dark charcoal gray suit, now completely soaked by the downpour, the expensive fabric clinging to his contours. His once-pristine white shirt is ripped at the collar, a crimson silk tie hanging loosely, swinging with his movements. The rain dampens his short, dark hair, strands clinging to his forehead and cheeks. His expression is tense, his jaw clenched, and his eyes reveal a mixture of despair and unwavering focus. Directly ahead of him lies a wide asphalt road, its surface a black mirror in the relentless rain, greedily reflecting the shimmering, iridescent neon lights of the tall buildings on either side—psychedelic pinks, cool blues, and glaring reds. With each strenuous step forward, his polished black Oxfords slammed heavily into the puddle, sending up circles of shimmering, neon-lit water, forming brief, dazzling arcs in the camera. The entire scene is imbued with a tense, urgent atmosphere, like a climactic chase scene in a neo-noir film. The stark contrast between the cool tones of the frame and the saturated neon highlights creates a dramatic tension that is both flamboyant and desperate\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable artifacts and some motion blur during fast movement. Water effects and reflections exist but are not consistently sharp across all frames. Neon lighting adds color but can introduce slight color shifts or noise. The tracking shot remains reasonably smooth, yet occasional minor distortions appear in later frames. In sum, the video presents a mid-range visual quality with identifiable issues rather than severe degradation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a man in a dark suit sprinting through a rainy urban setting with neon-lit streets, wet hair, and a tense expression. The tracking shot and dynamic pacing align with the description, and the neon palette and wet surfaces reinforce the intended mood. Some minor deviations exist in exact clothing shade and the intensity of the rain, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics: running dynamics, water splashes, and reflections feel plausible. However, there are occasional inconsistencies in scale or interaction details (e.g., spray height, reflections, or timing of steps) that prevent a higher level of realism. Overall, the sequence remains believable but not perfectly coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.890625,
+ "TA": 3.734375,
+ "MQ": 2.734375,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle, dynamic tracking shot following a man sprinting along a rainy city street. The camera stays in sync with him, emphasizing the speed and force of his run. The man, in his thirties, wears a well-tailored, dark charcoal gray suit, now completely soaked by the downpour, the expensive fabric clinging to his contours. His once-pristine white shirt is ripped at the collar, a crimson silk tie hanging loosely, swinging with his movements. The rain dampens his short, dark hair, strands clinging to his forehead and cheeks. His expression is tense, his jaw clenched, and his eyes reveal a mixture of despair and unwavering focus. Directly ahead of him lies a wide asphalt road, its surface a black mirror in the relentless rain, greedily reflecting the shimmering, iridescent neon lights of the tall buildings on either side—psychedelic pinks, cool blues, and glaring reds. With each strenuous step forward, his polished black Oxfords slammed heavily into the puddle, sending up circles of shimmering, neon-lit water, forming brief, dazzling arcs in the camera. The entire scene is imbued with a tense, urgent atmosphere, like a climactic chase scene in a neo-noir film. The stark contrast between the cool tones of the frame and the saturated neon highlights creates a dramatic tension that is both flamboyant and desperate\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable artifacts and some motion blur during fast movement. Water effects and reflections exist but are not consistently sharp across all frames. Neon lighting adds color but can introduce slight color shifts or noise. The tracking shot remains reasonably smooth, yet occasional minor distortions appear in later frames. In sum, the video presents a mid-range visual quality with identifiable issues rather than severe degradation.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a man in a dark suit sprinting through a rainy urban setting with neon-lit streets, wet hair, and a tense expression. The tracking shot and dynamic pacing align with the description, and the neon palette and wet surfaces reinforce the intended mood. Some minor deviations exist in exact clothing shade and the intensity of the rain, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics: running dynamics, water splashes, and reflections feel plausible. However, there are occasional inconsistencies in scale or interaction details (e.g., spray height, reflections, or timing of steps) that prevent a higher level of realism. Overall, the sequence remains believable but not perfectly coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, dynamic tracking shot follows a man sprinting along a rainy city street. The camera stays in sync with him, emphasizing the speed and force of his run. The man, in his thirties, wears a well-tailored, dark charcoal gray suit, now completely soaked by the downpour, the expensive fabric clinging to his contours. His once-pristine white shirt is ripped at the collar, a crimson silk tie hanging loosely, swinging with his movements. The rain dampens his short, dark hair, strands clinging to his forehead and cheeks. His expression is tense, his jaw clenched, and his eyes reveal a mixture of despair and unwavering focus. Directly ahead of him lies a wide asphalt road, its surface a black mirror in the relentless rain, greedily reflecting the shimmering, iridescent neon lights of the tall buildings on either side—psychedelic pinks, cool blues, and glaring reds. With each strenuous step forward, his polished black Oxfords slammed heavily into the puddle, sending up circles of shimmering, neon-lit water, forming brief, dazzling arcs in the camera. The entire scene is imbued with a tense, urgent atmosphere, like a climactic chase scene in a neo-noir film. The stark contrast between the cool tones of the frame and the saturated neon highlights creates a dramatic tension that is both flamboyant and desperate.",
+ "seed": 20763,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_7/index_3558_seed_20763_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.78125,
+ "video_score2_ta": 3.28125,
+ "video_score2_mq": 2.859375,
+ "video_score2_overall": 8.9375,
+ "avg": 8.921875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, dynamic tracking shot follows a man sprinting along a rainy city street. The camera stays in sync with him, emphasizing the speed and force of his run. The man, in his thirties, wears a well-tailored, dark charcoal gray suit, now completely soaked by the downpour, the expensive fabric clinging to his contours. His once-pristine white shirt is ripped at the collar, a crimson silk tie hanging loosely, swinging with his movements. The rain dampens his short, dark hair, strands clinging to his forehead and cheeks. His expression is tense, his jaw clenched, and his eyes reveal a mixture of despair and unwavering focus. Directly ahead of him lies a wide asphalt road, its surface a black mirror in the relentless rain, greedily reflecting the shimmering, iridescent neon lights of the tall buildings on either side—psychedelic pinks, cool blues, and glaring reds. With each strenuous step forward, his polished black Oxfords slammed heavily into the puddle, sending up circles of shimmering, neon-lit water, forming brief, dazzling arcs in the camera. The entire scene is imbued with a tense, urgent atmosphere, like a climactic chase scene in a neo-noir film. The stark contrast between the cool tones of the frame and the saturated neon highlights creates a dramatic tension that is both flamboyant and desperate.",
+ "token_credit_reward": 8.9375,
+ "selected_reward": 8.9375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, dynamic tracking shot following a man sprinting along a rainy city street. The camera stays in sync with him, emphasizing the speed and force of his run. The man, in his thirties, wears a well-tailored, dark charcoal gray suit, now completely soaked by the downpour, the expensive fabric clinging to his contours. His once-pristine white shirt is ripped at the collar, a crimson silk tie hanging loosely, swinging with his movements. The rain dampens his short, dark hair, strands clinging to his forehead and cheeks. His expression is tense, his jaw clenched, and his eyes reveal a mixture of despair and unwavering focus. Directly ahead of him lies a wide asphalt road, its surface a black mirror in the relentless rain, greedily reflecting the shimmering, iridescent neon lights of the tall buildings on either side—psychedelic pinks, cool blues, and glaring reds. With each strenuous step forward, his polished black Oxfords slammed heavily into the puddle, sending up circles of shimmering, neon-lit water, forming brief, dazzling arcs in the camera. The entire scene is imbued with a tense, urgent atmosphere, like a climactic chase scene in a neo-noir film. The stark contrast between the cool tones of the frame and the saturated neon highlights creates a dramatic tension that is both flamboyant and desperate\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur during fast movement. Neon lighting and rain effects contribute to the mood, but there are minor inconsistencies in sharpness and color grading across shots. The tracking shot remains coherent, and the wet reflections are plausible, though not exceptionally crisp throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: low-angle tracking, a man in a dark suit sprinting through a rainy urban setting, visible rain and puddles, and neon-lit surroundings. Some finer details from the prompt (e.g., exact shirt condition, precise facial expression nuances) are not fully realized, but the main narrative and visual cues align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The running motion and water interactions feel believable, and lighting reflections are generally coherent. However, there are occasional minor inconsistencies in limb articulation or splash 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": 2.78125,
+ "TA": 3.28125,
+ "MQ": 2.859375,
+ "Overall": 8.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, dynamic tracking shot following a man sprinting along a rainy city street. The camera stays in sync with him, emphasizing the speed and force of his run. The man, in his thirties, wears a well-tailored, dark charcoal gray suit, now completely soaked by the downpour, the expensive fabric clinging to his contours. His once-pristine white shirt is ripped at the collar, a crimson silk tie hanging loosely, swinging with his movements. The rain dampens his short, dark hair, strands clinging to his forehead and cheeks. His expression is tense, his jaw clenched, and his eyes reveal a mixture of despair and unwavering focus. Directly ahead of him lies a wide asphalt road, its surface a black mirror in the relentless rain, greedily reflecting the shimmering, iridescent neon lights of the tall buildings on either side—psychedelic pinks, cool blues, and glaring reds. With each strenuous step forward, his polished black Oxfords slammed heavily into the puddle, sending up circles of shimmering, neon-lit water, forming brief, dazzling arcs in the camera. The entire scene is imbued with a tense, urgent atmosphere, like a climactic chase scene in a neo-noir film. The stark contrast between the cool tones of the frame and the saturated neon highlights creates a dramatic tension that is both flamboyant and desperate\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur during fast movement. Neon lighting and rain effects contribute to the mood, but there are minor inconsistencies in sharpness and color grading across shots. The tracking shot remains coherent, and the wet reflections are plausible, though not exceptionally crisp throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: low-angle tracking, a man in a dark suit sprinting through a rainy urban setting, visible rain and puddles, and neon-lit surroundings. Some finer details from the prompt (e.g., exact shirt condition, precise facial expression nuances) are not fully realized, but the main narrative and visual cues align well with the description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The running motion and water interactions feel believable, and lighting reflections are generally coherent. However, there are occasional minor inconsistencies in limb articulation or splash 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": "low-angle, dynamic tracking shot follows a man sprinting along a rainy city street. The camera stays in sync with him, emphasizing the speed and force of his run. The man, in his thirties, wears a well-tailored, dark charcoal gray suit, now completely soaked by the downpour, the expensive fabric clinging to his contours. His once-pristine white shirt is ripped at the collar, a crimson silk tie hanging loosely, swinging with his movements. The rain dampens his short, dark hair, strands clinging to his forehead and cheeks. His expression is tense, his jaw clenched, and his eyes reveal a mixture of despair and unwavering focus. Directly ahead of him lies a wide asphalt road, its surface a black mirror in the relentless rain, greedily reflecting the shimmering, iridescent neon lights of the tall buildings on either side—psychedelic pinks, cool blues, and glaring reds. With each strenuous step forward, his polished black Oxfords slammed heavily into the puddle, sending up circles of shimmering, neon-lit water, forming brief, dazzling arcs in the camera. The entire scene is imbued with a tense, urgent atmosphere, like a climactic chase scene in a neo-noir film. The stark contrast between the cool tones of the frame and the saturated neon highlights creates a dramatic tension that is both flamboyant and desperate.",
+ "seed": 20764,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_7/index_3558_seed_20764_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.390625,
+ "video_score2_ta": 3.921875,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 9.25,
+ "avg": 9.25,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, dynamic tracking shot follows a man sprinting along a rainy city street. The camera stays in sync with him, emphasizing the speed and force of his run. The man, in his thirties, wears a well-tailored, dark charcoal gray suit, now completely soaked by the downpour, the expensive fabric clinging to his contours. His once-pristine white shirt is ripped at the collar, a crimson silk tie hanging loosely, swinging with his movements. The rain dampens his short, dark hair, strands clinging to his forehead and cheeks. His expression is tense, his jaw clenched, and his eyes reveal a mixture of despair and unwavering focus. Directly ahead of him lies a wide asphalt road, its surface a black mirror in the relentless rain, greedily reflecting the shimmering, iridescent neon lights of the tall buildings on either side—psychedelic pinks, cool blues, and glaring reds. With each strenuous step forward, his polished black Oxfords slammed heavily into the puddle, sending up circles of shimmering, neon-lit water, forming brief, dazzling arcs in the camera. The entire scene is imbued with a tense, urgent atmosphere, like a climactic chase scene in a neo-noir film. The stark contrast between the cool tones of the frame and the saturated neon highlights creates a dramatic tension that is both flamboyant and desperate.",
+ "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, dynamic tracking shot following a man sprinting along a rainy city street. The camera stays in sync with him, emphasizing the speed and force of his run. The man, in his thirties, wears a well-tailored, dark charcoal gray suit, now completely soaked by the downpour, the expensive fabric clinging to his contours. His once-pristine white shirt is ripped at the collar, a crimson silk tie hanging loosely, swinging with his movements. The rain dampens his short, dark hair, strands clinging to his forehead and cheeks. His expression is tense, his jaw clenched, and his eyes reveal a mixture of despair and unwavering focus. Directly ahead of him lies a wide asphalt road, its surface a black mirror in the relentless rain, greedily reflecting the shimmering, iridescent neon lights of the tall buildings on either side—psychedelic pinks, cool blues, and glaring reds. With each strenuous step forward, his polished black Oxfords slammed heavily into the puddle, sending up circles of shimmering, neon-lit water, forming brief, dazzling arcs in the camera. The entire scene is imbued with a tense, urgent atmosphere, like a climactic chase scene in a neo-noir film. The stark contrast between the cool tones of the frame and the saturated neon highlights creates a dramatic tension that is both flamboyant and desperate\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity. A pinkish/reddish tint appears in several frames, likely a color cast or processing artifact, which slightly distorts the natural look of the scene. The lighting and reflections are present but not perfectly consistent across all frames, and some frames exhibit mild blur or softness. The wet pavement reflections are visible but not always crisply rendered. The tracking motion remains smooth, and the neon lighting contributes to the mood, though the color distortion reduces overall fidelity.\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 following a man sprinting on a rainy urban street; the man’s appearance matches the description (dark suit, white shirt, crimson tie); the environment features neon-lit buildings and a reflective wet surface. The sequence conveys speed and urgency, and the visual narrative aligns with the intended mood. Minor deviations exist in exact clothing shade and some environmental details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the man’s movement through shallow puddles, the interaction of feet with wet surfaces, and the reflections are believable. However, there are occasional inconsistencies in water dynamics and reflections that feel slightly off, and the color cast can obscure depth cues, introducing minor perceptual mismatches. Overall, the scene remains coherent and readable, but not perfectly physically precise.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.390625,
+ "TA": 3.921875,
+ "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, dynamic tracking shot following a man sprinting along a rainy city street. The camera stays in sync with him, emphasizing the speed and force of his run. The man, in his thirties, wears a well-tailored, dark charcoal gray suit, now completely soaked by the downpour, the expensive fabric clinging to his contours. His once-pristine white shirt is ripped at the collar, a crimson silk tie hanging loosely, swinging with his movements. The rain dampens his short, dark hair, strands clinging to his forehead and cheeks. His expression is tense, his jaw clenched, and his eyes reveal a mixture of despair and unwavering focus. Directly ahead of him lies a wide asphalt road, its surface a black mirror in the relentless rain, greedily reflecting the shimmering, iridescent neon lights of the tall buildings on either side—psychedelic pinks, cool blues, and glaring reds. With each strenuous step forward, his polished black Oxfords slammed heavily into the puddle, sending up circles of shimmering, neon-lit water, forming brief, dazzling arcs in the camera. The entire scene is imbued with a tense, urgent atmosphere, like a climactic chase scene in a neo-noir film. The stark contrast between the cool tones of the frame and the saturated neon highlights creates a dramatic tension that is both flamboyant and desperate\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable issues that affect clarity. A pinkish/reddish tint appears in several frames, likely a color cast or processing artifact, which slightly distorts the natural look of the scene. The lighting and reflections are present but not perfectly consistent across all frames, and some frames exhibit mild blur or softness. The wet pavement reflections are visible but not always crisply rendered. The tracking motion remains smooth, and the neon lighting contributes to the mood, though the color distortion reduces overall fidelity.\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 following a man sprinting on a rainy urban street; the man’s appearance matches the description (dark suit, white shirt, crimson tie); the environment features neon-lit buildings and a reflective wet surface. The sequence conveys speed and urgency, and the visual narrative aligns with the intended mood. Minor deviations exist in exact clothing shade and some environmental details, but they do not significantly detract from the overall correspondence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: the man’s movement through shallow puddles, the interaction of feet with wet surfaces, and the reflections are believable. However, there are occasional inconsistencies in water dynamics and reflections that feel slightly off, and the color cast can obscure depth cues, introducing minor perceptual mismatches. Overall, the scene remains coherent and readable, but not perfectly physically precise.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_8/index_tensor([6926, 6926])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_8/index_tensor([6926, 6926])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..66824fdf6a6f12bf8ca9dba5e9a9d69f8c2f727d
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_8/index_tensor([6926, 6926])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, top-down macro shot captures a pristine, off-white sheet of densely textured art paper, its fibrous surface illuminated by soft, directed studio light, casting subtle shadows across its topography. At the center of the frame rests a perfectly placed drop of viscous, inky black ink, its surface shimmering with a wet, smooth sheen. In mesmerizing super-slow motion, an unseen force begins to pull the drop horizontally, causing it to gracefully stretch and elongate across the paper. The body of ink thins, its cohesiveness beginning to break down, splintering into a network of delicate, branching threads. These delicate, syrupy threads hypnotically extend outward, branching into ever more intricate, fragmented patterns resembling tree roots, creating a stark and beautiful contrast against the warm texture of the paper. The deliberate, silent unfolding of the ink creates an atmosphere of concentration, contemplation, and intense artistic intensity, capturing the moment of abstract creation.",
+ "seed": 9445,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_8/index_6926_seed_9445_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.234375,
+ "video_score2_ta": 2.734375,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.875,
+ "avg": 8.890625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, top-down macro shot captures a pristine, off-white sheet of densely textured art paper, its fibrous surface illuminated by soft, directed studio light, casting subtle shadows across its topography. At the center of the frame rests a perfectly placed drop of viscous, inky black ink, its surface shimmering with a wet, smooth sheen. In mesmerizing super-slow motion, an unseen force begins to pull the drop horizontally, causing it to gracefully stretch and elongate across the paper. The body of ink thins, its cohesiveness beginning to break down, splintering into a network of delicate, branching threads. These delicate, syrupy threads hypnotically extend outward, branching into ever more intricate, fragmented patterns resembling tree roots, creating a stark and beautiful contrast against the warm texture of the paper. The deliberate, silent unfolding of the ink creates an atmosphere of concentration, contemplation, and intense artistic intensity, capturing the moment of abstract creation.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
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+ "credit_map_shape": [
+ 3,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, top-down macro shot of a pristine, off-white sheet of densely textured art paper, with a perfectly placed drop of viscous, inky black ink at the center. An unseen force is supposed to pull the drop horizontally, causing it to stretch and elongate, thinning the ink as it breaks down and splinters into delicate, branching threads that resemble tree roots, set against a warm, textured paper background. The scene should convey concentration, contemplation, and intense artistic intensity.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable artifacts and some inconsistencies in the ink rendering across frames. The paper texture remains reasonably detailed, yet the ink appearance varies, with occasional color shifts and minor distortions that reduce realism. The motion between frames is not perfectly smooth, contributing to a sense of uneven quality rather than a flawless render.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents a top-down macro view of a textured paper surface and a central ink drop with some spreading and branching. However, several key elements from the prompt are not convincingly realized: the initial perfectly centered drop is not consistently maintained, the horizontal pulling force and dramatic stretching are not clearly demonstrated, and the overall sequence does not convincingly convey the described progression toward intricate fragmentation. The result is a partial match where core ideas appear but important details are underdeveloped or misrepresented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The ink’s viscosity and general behavior are plausible, and the paper texture remains believable. Yet there are subtle inconsistencies in how the ink deforms and branches, with occasional abrupt changes and nonuniform thickness that feel slightly artificial. Lighting and shadows stay coherent, but the underlying fluid dynamics do not always align with real-world expectations, resulting in a generally credible but imperfect 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": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.234375,
+ "TA": 2.734375,
+ "MQ": 2.921875,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, top-down macro shot of a pristine, off-white sheet of densely textured art paper, with a perfectly placed drop of viscous, inky black ink at the center. An unseen force is supposed to pull the drop horizontally, causing it to stretch and elongate, thinning the ink as it breaks down and splinters into delicate, branching threads that resemble tree roots, set against a warm, textured paper background. The scene should convey concentration, contemplation, and intense artistic intensity.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable artifacts and some inconsistencies in the ink rendering across frames. The paper texture remains reasonably detailed, yet the ink appearance varies, with occasional color shifts and minor distortions that reduce realism. The motion between frames is not perfectly smooth, contributing to a sense of uneven quality rather than a flawless render.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents a top-down macro view of a textured paper surface and a central ink drop with some spreading and branching. However, several key elements from the prompt are not convincingly realized: the initial perfectly centered drop is not consistently maintained, the horizontal pulling force and dramatic stretching are not clearly demonstrated, and the overall sequence does not convincingly convey the described progression toward intricate fragmentation. The result is a partial match where core ideas appear but important details are underdeveloped or misrepresented.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The ink’s viscosity and general behavior are plausible, and the paper texture remains believable. Yet there are subtle inconsistencies in how the ink deforms and branches, with occasional abrupt changes and nonuniform thickness that feel slightly artificial. Lighting and shadows stay coherent, but the underlying fluid dynamics do not always align with real-world expectations, resulting in a generally credible but imperfect depiction.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, top-down macro shot captures a pristine, off-white sheet of densely textured art paper, its fibrous surface illuminated by soft, directed studio light, casting subtle shadows across its topography. At the center of the frame rests a perfectly placed drop of viscous, inky black ink, its surface shimmering with a wet, smooth sheen. In mesmerizing super-slow motion, an unseen force begins to pull the drop horizontally, causing it to gracefully stretch and elongate across the paper. The body of ink thins, its cohesiveness beginning to break down, splintering into a network of delicate, branching threads. These delicate, syrupy threads hypnotically extend outward, branching into ever more intricate, fragmented patterns resembling tree roots, creating a stark and beautiful contrast against the warm texture of the paper. The deliberate, silent unfolding of the ink creates an atmosphere of concentration, contemplation, and intense artistic intensity, capturing the moment of abstract creation.",
+ "seed": 9446,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_8/index_6926_seed_9446_dp_16_rank_32_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.46875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, top-down macro shot of a pristine, off-white sheet of densely textured art paper, with soft, directed studio lighting and a central drop of viscous, inky black ink that undergoes a dramatic transformation. The sequence is intended to show the ink spreading, thinning, and forming intricate, branching patterns reminiscent of tree roots, culminating in an evocative moment of abstract creation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames deliver decent resolution and clear depiction of the paper texture and ink patterns, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance that prevent a higher rating. The imagery remains coherent and aesthetically pleasing, yet not exceptional in fidelity or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a top-down macro view of a textured surface with a central ink focus and visible branching patterns. However, certain aspects described in the prompt—such as a perfectly placed initial drop and a uniformly pristine sheet—are not fully realized, and some details are simplified. Despite these gaps, the core elements and progression align well with the intended concept.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The observed fluid dynamics show plausible viscosity and surface interactions, with patterns that resemble capillary effects and branching growth. While the behavior is generally believable, there are minor deviations from strict real-world physics that keep the depiction within a reasonable approximation rather than a rigorous simulation.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
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+ "soft_scores": {
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+ "MQ": 3.28125,
+ "Overall": 9.25
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, top-down macro shot of a pristine, off-white sheet of densely textured art paper, with soft, directed studio lighting and a central drop of viscous, inky black ink that undergoes a dramatic transformation. The sequence is intended to show the ink spreading, thinning, and forming intricate, branching patterns reminiscent of tree roots, culminating in an evocative moment of abstract creation.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames deliver decent resolution and clear depiction of the paper texture and ink patterns, but there are occasional minor artifacts and slight inconsistencies in lighting or color balance that prevent a higher rating. The imagery remains coherent and aesthetically pleasing, yet not exceptional in fidelity or polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a top-down macro view of a textured surface with a central ink focus and visible branching patterns. However, certain aspects described in the prompt—such as a perfectly placed initial drop and a uniformly pristine sheet—are not fully realized, and some details are simplified. Despite these gaps, the core elements and progression align well with the intended concept.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The observed fluid dynamics show plausible viscosity and surface interactions, with patterns that resemble capillary effects and branching growth. While the behavior is generally believable, there are minor deviations from strict real-world physics that keep the depiction within a reasonable approximation rather than a rigorous simulation.\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": 9447,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_8/index_6926_seed_9447_dp_17_rank_34_sample_2_slot_0.mp4",
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+ "video_score2_ta": 2.640625,
+ "video_score2_mq": 3.921875,
+ "video_score2_overall": 9.625,
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+ "question": "static, top-down macro shot captures a pristine, off-white sheet of densely textured art paper, its fibrous surface illuminated by soft, directed studio light, casting subtle shadows across its topography. At the center of the frame rests a perfectly placed drop of viscous, inky black ink, its surface shimmering with a wet, smooth sheen. In mesmerizing super-slow motion, an unseen force begins to pull the drop horizontally, causing it to gracefully stretch and elongate across the paper. The body of ink thins, its cohesiveness beginning to break down, splintering into a network of delicate, branching threads. These delicate, syrupy threads hypnotically extend outward, branching into ever more intricate, fragmented patterns resembling tree roots, creating a stark and beautiful contrast against the warm texture of the paper. The deliberate, silent unfolding of the ink creates an atmosphere of concentration, contemplation, and intense artistic intensity, capturing the moment of abstract creation.",
+ "token_credit_reward": 9.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, top-down macro shot of a pristine, off-white sheet of densely textured art paper, with a centered drop of viscous, inky black ink that stretches and elongates under an unseen force, forming delicate, branching threads reminiscent of tree roots. The sequence aims to convey an artistic moment of abstract creation through controlled motion and contrast.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with good detail and consistent lighting. The paper texture is well-rendered and the ink strands are discernible, and there is a convincing wet-sheen on the ink. However, there are minor imperfections (subtle noise or slight color variation) that prevent a perfect 5/5. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt—static top-down framing, a textured paper surface, and a central ink presence with visible stretching and branching. Yet certain aspects are not fully realized: the initial pristine state of the paper is not strongly established, and the depiction of an unseen force driving the motion is inferred rather than explicitly shown. The alignment is solid overall but not perfect, corresponding to a score of 4.\n\nPhysical/Common-sense Consistency:\nThe observed fluid dynamics resemble viscous ink behavior and capillary effects, with coherent motion and plausible interactions between ink and substrate. There are no obvious physical contradictions, though some micro-dynamics could be refined for even closer realism. Overall, Physical Consistency is credible and coherent, matching 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": 3.078125,
+ "TA": 2.640625,
+ "MQ": 3.921875,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, top-down macro shot of a pristine, off-white sheet of densely textured art paper, with a centered drop of viscous, inky black ink that stretches and elongates under an unseen force, forming delicate, branching threads reminiscent of tree roots. The sequence aims to convey an artistic moment of abstract creation through controlled motion and contrast.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are generally clear with good detail and consistent lighting. The paper texture is well-rendered and the ink strands are discernible, and there is a convincing wet-sheen on the ink. However, there are minor imperfections (subtle noise or slight color variation) that prevent a perfect 5/5. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several key elements of the prompt—static top-down framing, a textured paper surface, and a central ink presence with visible stretching and branching. Yet certain aspects are not fully realized: the initial pristine state of the paper is not strongly established, and the depiction of an unseen force driving the motion is inferred rather than explicitly shown. The alignment is solid overall but not perfect, corresponding to a score of 4.\n\nPhysical/Common-sense Consistency:\nThe observed fluid dynamics resemble viscous ink behavior and capillary effects, with coherent motion and plausible interactions between ink and substrate. There are no obvious physical contradictions, though some micro-dynamics could be refined for even closer realism. Overall, Physical Consistency is credible and coherent, matching 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"
+ ]
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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, top-down macro shot of a pristine, off-white sheet of densely textured art paper, with soft, directed studio lighting and a central drop of viscous, inky black ink that undergoes a dramatic transformation. The sequence is intended to show the ink pulling horizontally, stretching and elongating, thinning, and fragmenting into delicate, branching patterns reminiscent of tree roots, culminating in an atmosphere of concentrated artistic intensity.\n\nVisual Quality Assessment:\nOverall, the visuals are solid. The frames maintain decent resolution and clarity, with consistent lighting and a convincing depth of field that keeps the ink in focus while the background remains softly blurred. The color palette—warm paper tones contrasted with the dark ink—reads well, and the ink’s glossy surface and sheen are convincingly rendered. There are no obvious distortions or artifacts, and the sequence progresses smoothly. However, there are minor imperfections (e.g., occasional slight softness in some frames) that prevent a perfect 5/5, placing the Visual Quality at about 4/5.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video presents a top-down macro view of a textured surface and a central ink presence with a sheen, but several key elements from the description are not fully realized. The ink does not clearly originate from a single drop, and the described dynamic pulling and horizontal stretching are not convincingly depicted; instead, the ink appears to spread and fragment in a manner that feels more like capillary action than the intended active pulling. The fragmentation into a network of delicate, branching threads is present but not as pronounced or precisely synchronized with the prompt’s imagery. Overall, the match to the prompt is acceptable but not strong, around 3/5.\n\nPhysical/Common-sense Consistency:\nThe observed behavior aligns with basic physical expectations: the ink’s viscosity, surface tension, and spreading under gravity are plausible, and the branching patterns resemble plausible capillary networks. The scene remains coherent with common-sense physics, though the more dramatic, choreographed dynamics described in the prompt are not fully realized. This yields a moderate level of physical consistency, about 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": 3.4375,
+ "TA": 2.390625,
+ "MQ": 3.75,
+ "Overall": 9.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, top-down macro shot of a pristine, off-white sheet of densely textured art paper, with soft, directed studio lighting and a central drop of viscous, inky black ink that undergoes a dramatic transformation. The sequence is intended to show the ink pulling horizontally, stretching and elongating, thinning, and fragmenting into delicate, branching patterns reminiscent of tree roots, culminating in an atmosphere of concentrated artistic intensity.\n\nVisual Quality Assessment:\nOverall, the visuals are solid. The frames maintain decent resolution and clarity, with consistent lighting and a convincing depth of field that keeps the ink in focus while the background remains softly blurred. The color palette—warm paper tones contrasted with the dark ink—reads well, and the ink’s glossy surface and sheen are convincingly rendered. There are no obvious distortions or artifacts, and the sequence progresses smoothly. However, there are minor imperfections (e.g., occasional slight softness in some frames) that prevent a perfect 5/5, placing the Visual Quality at about 4/5.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate. The video presents a top-down macro view of a textured surface and a central ink presence with a sheen, but several key elements from the description are not fully realized. The ink does not clearly originate from a single drop, and the described dynamic pulling and horizontal stretching are not convincingly depicted; instead, the ink appears to spread and fragment in a manner that feels more like capillary action than the intended active pulling. The fragmentation into a network of delicate, branching threads is present but not as pronounced or precisely synchronized with the prompt’s imagery. Overall, the match to the prompt is acceptable but not strong, around 3/5.\n\nPhysical/Common-sense Consistency:\nThe observed behavior aligns with basic physical expectations: the ink’s viscosity, surface tension, and spreading under gravity are plausible, and the branching patterns resemble plausible capillary networks. The scene remains coherent with common-sense physics, though the more dramatic, choreographed dynamics described in the prompt are not fully realized. This yields a moderate level of physical consistency, about 3/5.\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_9/index_tensor([290, 290])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_9/index_tensor([290, 290])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9b2882ae0a9dab1691cfaff625f694ca97bcf72
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_9/index_tensor([290, 290])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "Set against the chaotic backdrop of a fierce thunderstorm, this eye-level close-up focuses on a black ant desperately clinging to the smooth, trembling surface of a broad green leaf. The camera initially remains static, capturing the grimness of the scene. The ant's sleek black exoskeleton is speckled with tiny water droplets, its body twitching in jerky, unnatural motions, its legs twitching spasmodically against the leaf. A sinister, gray-white fungal stalk emerges eerily from the junction between its head and thorax, its alien form gleaming in the gloomy, stormy light. The camera then begins a slow, deliberate, and tight zoom, pushing past the ant's feeble flailing antennae. As the camera moves closer, the dark, rain-swept background of leaves fades into a complete blur, and the parasitic plant fills the frame. In this extreme close-up, stark, high-contrast shadows emphasize every gruesome detail: the fibrous texture of the stalk, the subtle pulsation at its base, and the eerie way it blends into the ant's body, creating a chilling atmosphere of biological terror.",
+ "seed": 15023,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_9/index_290_seed_15023_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": 3.71875,
+ "video_score2_ta": 1.734375,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.375,
+ "avg": 8.390625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "Set against the chaotic backdrop of a fierce thunderstorm, this eye-level close-up focuses on a black ant desperately clinging to the smooth, trembling surface of a broad green leaf. The camera initially remains static, capturing the grimness of the scene. The ant's sleek black exoskeleton is speckled with tiny water droplets, its body twitching in jerky, unnatural motions, its legs twitching spasmodically against the leaf. A sinister, gray-white fungal stalk emerges eerily from the junction between its head and thorax, its alien form gleaming in the gloomy, stormy light. The camera then begins a slow, deliberate, and tight zoom, pushing past the ant's feeble flailing antennae. As the camera moves closer, the dark, rain-swept background of leaves fades into a complete blur, and the parasitic plant fills the frame. In this extreme close-up, stark, high-contrast shadows emphasize every gruesome detail: the fibrous texture of the stalk, the subtle pulsation at its base, and the eerie way it blends into the ant's body, creating a chilling atmosphere of biological terror.",
+ "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 chaotic thunderstorm backdrop with a black ant desperately clinging to a smooth, trembling leaf, a gray-white fungal stalk emerging from the ant's head/thorax junction, and a slow, deliberate zoom that reveals increasing details of the plant-ant fusion in a rain-swept environment. The video, however, centers on a close-up of an ant on a leaf under moody lighting; the dramatic storm setting and the explicit emergence of a separate stalk are not realized. The sequence does not clearly depict the described zoom progression or the integration of plant and insect elements.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear depiction of the ant and leaf textures, and consistent lighting across shots. There are no obvious distortions or artifacts, and the subject remains reasonably sharp throughout. Overall, visual quality is solid but not exceptional, aligning with a moderate level of detail and stability.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: a black ant on a leaf is present, and the close-up framing is achieved. However, key narrative elements are missing or misrepresented: there is no visible storm or rain, no gray-white stalk emerging from the head/thorax junction, and no evident fusion of plant and insect features. The intended zoom progression and the atmospheric tension are not realized. Consequently, the overall alignment is moderate rather than strong.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible anatomy and environmental interaction for the ant-on-leaf scenario, with coherent lighting and surface contact. The absence of the dramatic transformation described in the prompt reduces the perceived coherence with the intended biology narrative, but there are no glaring physical inconsistencies in the observed setup. 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": 3.71875,
+ "TA": 1.734375,
+ "MQ": 2.9375,
+ "Overall": 8.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a chaotic thunderstorm backdrop with a black ant desperately clinging to a smooth, trembling leaf, a gray-white fungal stalk emerging from the ant's head/thorax junction, and a slow, deliberate zoom that reveals increasing details of the plant-ant fusion in a rain-swept environment. The video, however, centers on a close-up of an ant on a leaf under moody lighting; the dramatic storm setting and the explicit emergence of a separate stalk are not realized. The sequence does not clearly depict the described zoom progression or the integration of plant and insect elements.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear depiction of the ant and leaf textures, and consistent lighting across shots. There are no obvious distortions or artifacts, and the subject remains reasonably sharp throughout. Overall, visual quality is solid but not exceptional, aligning with a moderate level of detail and stability.\n\nText-to-Video Alignment Analysis:\nThere is partial alignment with the prompt: a black ant on a leaf is present, and the close-up framing is achieved. However, key narrative elements are missing or misrepresented: there is no visible storm or rain, no gray-white stalk emerging from the head/thorax junction, and no evident fusion of plant and insect features. The intended zoom progression and the atmospheric tension are not realized. Consequently, the overall alignment is moderate rather than strong.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible anatomy and environmental interaction for the ant-on-leaf scenario, with coherent lighting and surface contact. The absence of the dramatic transformation described in the prompt reduces the perceived coherence with the intended biology narrative, but there are no glaring physical inconsistencies in the observed setup. 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": "Set against the chaotic backdrop of a fierce thunderstorm, this eye-level close-up focuses on a black ant desperately clinging to the smooth, trembling surface of a broad green leaf. The camera initially remains static, capturing the grimness of the scene. The ant's sleek black exoskeleton is speckled with tiny water droplets, its body twitching in jerky, unnatural motions, its legs twitching spasmodically against the leaf. A sinister, gray-white fungal stalk emerges eerily from the junction between its head and thorax, its alien form gleaming in the gloomy, stormy light. The camera then begins a slow, deliberate, and tight zoom, pushing past the ant's feeble flailing antennae. As the camera moves closer, the dark, rain-swept background of leaves fades into a complete blur, and the parasitic plant fills the frame. In this extreme close-up, stark, high-contrast shadows emphasize every gruesome detail: the fibrous texture of the stalk, the subtle pulsation at its base, and the eerie way it blends into the ant's body, creating a chilling atmosphere of biological terror.",
+ "seed": 15024,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_9/index_290_seed_15024_dp_18_rank_36_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.953125,
+ "video_score2_ta": 1.71875,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.625,
+ "avg": 8.609375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Set against the chaotic backdrop of a fierce thunderstorm, this eye-level close-up focuses on a black ant desperately clinging to the smooth, trembling surface of a broad green leaf. The camera initially remains static, capturing the grimness of the scene. The ant's sleek black exoskeleton is speckled with tiny water droplets, its body twitching in jerky, unnatural motions, its legs twitching spasmodically against the leaf. A sinister, gray-white fungal stalk emerges eerily from the junction between its head and thorax, its alien form gleaming in the gloomy, stormy light. The camera then begins a slow, deliberate, and tight zoom, pushing past the ant's feeble flailing antennae. As the camera moves closer, the dark, rain-swept background of leaves fades into a complete blur, and the parasitic plant fills the frame. In this extreme close-up, stark, high-contrast shadows emphasize every gruesome detail: the fibrous texture of the stalk, the subtle pulsation at its base, and the eerie way it blends into the ant's body, creating a chilling atmosphere of biological terror.",
+ "token_credit_reward": 8.625,
+ "selected_reward": 8.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a chaotic thunderstorm backdrop with a black ant desperately clinging to a smooth, trembling leaf, a gray-white fungal stalk emerging from the ant's head/thorax junction, and a slow, deliberate zoom that reveals increasing details of the plant-ant fusion in a rain-swept environment. The video, however, centers on a close-up of an ant on a leaf with visible water droplets and a relatively static framing; there is no evident storm, no prominent zoom sequence, and no clearly depicted fusion of plant and insect. Overall, the alignment with the prompt is limited and does not realize the described dramatic progression.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of the ant and leaf textures, with consistent lighting and minimal obvious artifacts. While the imagery is coherent and visually acceptable, it lacks the cinematic polish and dynamic storytelling implied by the prompt. The overall visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the actual video content. Key elements such as the stormy backdrop, the emergence of a distinct gray-white stalk, and the progressive zoom are absent or underrepresented. The video presents a close-up of an ant on a leaf with droplets, but the core narrative and atmospheric cues described in the prompt are missing, resulting in a weak alignment score.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible macro-scale anatomy and environmental interaction (the ant on a leaf with droplets behaves in a believable manner). However, the absence of the described biological fusion and the mismatch with the intended dramatic transformation reduce the perceived scientific plausibility of the scenario. Overall, physical consistency is present but not strongly supported by the prompt’s narrative cues.\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": 3.953125,
+ "TA": 1.71875,
+ "MQ": 2.9375,
+ "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 chaotic thunderstorm backdrop with a black ant desperately clinging to a smooth, trembling leaf, a gray-white fungal stalk emerging from the ant's head/thorax junction, and a slow, deliberate zoom that reveals increasing details of the plant-ant fusion in a rain-swept environment. The video, however, centers on a close-up of an ant on a leaf with visible water droplets and a relatively static framing; there is no evident storm, no prominent zoom sequence, and no clearly depicted fusion of plant and insect. Overall, the alignment with the prompt is limited and does not realize the described dramatic progression.\n\nVisual Quality Analysis:\nThe frames show decent resolution and clear rendering of the ant and leaf textures, with consistent lighting and minimal obvious artifacts. While the imagery is coherent and visually acceptable, it lacks the cinematic polish and dynamic storytelling implied by the prompt. The overall visual quality is moderate rather than exceptional.\n\nText-to-Video Alignment Analysis:\nThere are notable gaps between the prompt and the actual video content. Key elements such as the stormy backdrop, the emergence of a distinct gray-white stalk, and the progressive zoom are absent or underrepresented. The video presents a close-up of an ant on a leaf with droplets, but the core narrative and atmospheric cues described in the prompt are missing, resulting in a weak alignment score.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible macro-scale anatomy and environmental interaction (the ant on a leaf with droplets behaves in a believable manner). However, the absence of the described biological fusion and the mismatch with the intended dramatic transformation reduce the perceived scientific plausibility of the scenario. Overall, physical consistency is present but not strongly supported by the prompt’s narrative cues.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "Set against the chaotic backdrop of a fierce thunderstorm, this eye-level close-up focuses on a black ant desperately clinging to the smooth, trembling surface of a broad green leaf. The camera initially remains static, capturing the grimness of the scene. The ant's sleek black exoskeleton is speckled with tiny water droplets, its body twitching in jerky, unnatural motions, its legs twitching spasmodically against the leaf. A sinister, gray-white fungal stalk emerges eerily from the junction between its head and thorax, its alien form gleaming in the gloomy, stormy light. The camera then begins a slow, deliberate, and tight zoom, pushing past the ant's feeble flailing antennae. As the camera moves closer, the dark, rain-swept background of leaves fades into a complete blur, and the parasitic plant fills the frame. In this extreme close-up, stark, high-contrast shadows emphasize every gruesome detail: the fibrous texture of the stalk, the subtle pulsation at its base, and the eerie way it blends into the ant's body, creating a chilling atmosphere of biological terror.",
+ "seed": 15025,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_9/index_290_seed_15025_dp_19_rank_38_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 9,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 4.03125,
+ "video_score2_ta": 1.71875,
+ "video_score2_mq": 3.546875,
+ "video_score2_overall": 9.3125,
+ "avg": 9.296875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "Set against the chaotic backdrop of a fierce thunderstorm, this eye-level close-up focuses on a black ant desperately clinging to the smooth, trembling surface of a broad green leaf. The camera initially remains static, capturing the grimness of the scene. The ant's sleek black exoskeleton is speckled with tiny water droplets, its body twitching in jerky, unnatural motions, its legs twitching spasmodically against the leaf. A sinister, gray-white fungal stalk emerges eerily from the junction between its head and thorax, its alien form gleaming in the gloomy, stormy light. The camera then begins a slow, deliberate, and tight zoom, pushing past the ant's feeble flailing antennae. As the camera moves closer, the dark, rain-swept background of leaves fades into a complete blur, and the parasitic plant fills the frame. In this extreme close-up, stark, high-contrast shadows emphasize every gruesome detail: the fibrous texture of the stalk, the subtle pulsation at its base, and the eerie way it blends into the ant's body, creating a chilling atmosphere of biological terror.",
+ "token_credit_reward": 9.3125,
+ "selected_reward": 9.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a chaotic thunderstorm backdrop with a black ant desperately clinging to a smooth, trembling leaf, a gray-white fungal stalk emerging from the ant's head/thorax junction, and a slow, deliberate zoom that reveals increasing details of the plant-ant fusion. The video, however, presents a calmer, more controlled framing with a stationary camera and only modest zoom, and the central creature is not clearly a distinct ant nor does it feature a prominent stalk. The atmospheric mood described in the prompt is not realized in the footage.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The macro rendering is clear, with good focus on the creature and the leaf, and lighting/contrast are generally well balanced. There are no major artifacts or distortions, and color rendition appears natural. While the imagery is coherent and technically competent, it does not reach the highest level of cinematic polish; minor refinements could improve fine-grain texture and depth cues. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the actual video content. Key elements—chaotic thunderstorm backdrop, a clearly identifiable ant, a prominent gray-white stalk emerging from the head/thorax junction, and a pronounced, deliberate zoom—are missing or misrepresented. The video instead shows a stationary, close-up view with limited motion, and the creature’s anatomy diverges from the described fusion. This results in a low alignment score (2).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible micro-world physics: the ant-like figure interacts with the leaf in a believable manner, and water droplets behave consistently with a wet surface. Lighting and scale feel coherent within the macro context. However, the absence of the expected dramatic transformation and the mismatch with the described biology reduce the perceived common-sense coherence to a moderate level (3).\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 2; Physical/Common-sense Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 4.03125,
+ "TA": 1.71875,
+ "MQ": 3.546875,
+ "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 chaotic thunderstorm backdrop with a black ant desperately clinging to a smooth, trembling leaf, a gray-white fungal stalk emerging from the ant's head/thorax junction, and a slow, deliberate zoom that reveals increasing details of the plant-ant fusion. The video, however, presents a calmer, more controlled framing with a stationary camera and only modest zoom, and the central creature is not clearly a distinct ant nor does it feature a prominent stalk. The atmospheric mood described in the prompt is not realized in the footage.\n\nVisual Quality Analysis:\nThe visuals are solid overall. The macro rendering is clear, with good focus on the creature and the leaf, and lighting/contrast are generally well balanced. There are no major artifacts or distortions, and color rendition appears natural. While the imagery is coherent and technically competent, it does not reach the highest level of cinematic polish; minor refinements could improve fine-grain texture and depth cues. Overall, Visual Quality aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the actual video content. Key elements—chaotic thunderstorm backdrop, a clearly identifiable ant, a prominent gray-white stalk emerging from the head/thorax junction, and a pronounced, deliberate zoom—are missing or misrepresented. The video instead shows a stationary, close-up view with limited motion, and the creature’s anatomy diverges from the described fusion. This results in a low alignment score (2).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible micro-world physics: the ant-like figure interacts with the leaf in a believable manner, and water droplets behave consistently with a wet surface. Lighting and scale feel coherent within the macro context. However, the absence of the expected dramatic transformation and the mismatch with the described biology reduce the perceived common-sense coherence to a moderate level (3).\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 2; Physical/Common-sense Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 15026,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000161/group_9/index_290_seed_15026_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": 3.984375,
+ "video_score2_ta": 1.5703125,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 8.625,
+ "avg": 8.5859375,
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+ "question": "Set against the chaotic backdrop of a fierce thunderstorm, this eye-level close-up focuses on a black ant desperately clinging to the smooth, trembling surface of a broad green leaf. The camera initially remains static, capturing the grimness of the scene. The ant's sleek black exoskeleton is speckled with tiny water droplets, its body twitching in jerky, unnatural motions, its legs twitching spasmodically against the leaf. A sinister, gray-white fungal stalk emerges eerily from the junction between its head and thorax, its alien form gleaming in the gloomy, stormy light. The camera then begins a slow, deliberate, and tight zoom, pushing past the ant's feeble flailing antennae. As the camera moves closer, the dark, rain-swept background of leaves fades into a complete blur, and the parasitic plant fills the frame. In this extreme close-up, stark, high-contrast shadows emphasize every gruesome detail: the fibrous texture of the stalk, the subtle pulsation at its base, and the eerie way it blends into the ant's body, creating a chilling atmosphere of biological terror.",
+ "token_credit_reward": 8.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a chaotic thunderstorm backdrop with a black ant desperately clinging to a smooth, trembling leaf, a gray-white fungal stalk emerging from the ant's head/thorax junction, and a slow, deliberate zoom that reveals increasing details of the plant-ant fusion in a rain-swept environment. The video, however, centers on a close-up of an ant on vegetation under moody lighting; the dramatic storm setting and the explicit emergence of a separate stalk are not realized. The sequence does not clearly depict the described zoom progression or the integration of a distinct stalk into the ant’s body.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear depiction of the ant and surrounding vegetation, and the lighting contributes to a moody atmosphere. There are no obvious distortions or artifacts, and the subject remains reasonably sharp across frames. Overall, visual quality is solid but not exceptional, aligning with a moderate level (score 3).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment: the video presents a close-up of an ant on vegetation and includes some atmospheric cues, but key elements from the prompt are missing or underdeveloped. The absence of a visible storm backdrop, the lack of a clearly emerging stalk, and the absence of the described zoom sequence indicate only moderate alignment (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and interaction within a natural context, with no glaring inconsistencies. However, the absence of the dramatic transformation described in the prompt reduces the perceived coherence with the intended scenario, resulting in a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.984375,
+ "TA": 1.5703125,
+ "MQ": 3.03125,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a chaotic thunderstorm backdrop with a black ant desperately clinging to a smooth, trembling leaf, a gray-white fungal stalk emerging from the ant's head/thorax junction, and a slow, deliberate zoom that reveals increasing details of the plant-ant fusion in a rain-swept environment. The video, however, centers on a close-up of an ant on vegetation under moody lighting; the dramatic storm setting and the explicit emergence of a separate stalk are not realized. The sequence does not clearly depict the described zoom progression or the integration of a distinct stalk into the ant’s body.\n\nVisual Quality Analysis:\nThe frames show decent resolution with clear depiction of the ant and surrounding vegetation, and the lighting contributes to a moody atmosphere. There are no obvious distortions or artifacts, and the subject remains reasonably sharp across frames. Overall, visual quality is solid but not exceptional, aligning with a moderate level (score 3).\n\nText-to-Video Alignment Analysis:\nThere is partial alignment: the video presents a close-up of an ant on vegetation and includes some atmospheric cues, but key elements from the prompt are missing or underdeveloped. The absence of a visible storm backdrop, the lack of a clearly emerging stalk, and the absence of the described zoom sequence indicate only moderate alignment (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and interaction within a natural context, with no glaring inconsistencies. However, the absence of the dramatic transformation described in the prompt reduces the perceived coherence with the intended scenario, resulting in a moderate level of common-sense consistency (score 3).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical/Common-sense Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_0/index_tensor([9774, 9774])_group_0_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_0/index_tensor([9774, 9774])_group_0_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca7c44a9d754d9f43ffb8ad1ce41aae885024dfc
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_0/index_tensor([9774, 9774])_group_0_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, eye-level medium shot, rendered in classic Dungeons & Dragons art, captures the climactic moment of the duel within a crumbling stone chamber. A heavily armored knight, his entire body clad in dark, polished steel plate armor etched with sinuous dragons, stands grounded and powerful. Opposite him, a nimble rogue, light on his feet, crouches defensively, draped in a tattered, dark green cloak, its hood pulled low over his face. Their swords—the knight's massive greatsword and the rogue's slender longsword—lock at the center of the frame, erupting at the point of impact in a brilliant, dazzling explosion of white and electric blue magical energy. The cataclysmic clash sends a shower of crackling, multicolored sparks blazing through the air. Under this powerful impact, the entire scene flickers violently, as if illuminated by flickering lightning, pulsating flashes illuminating the damp, mossy stone walls, revealing faintly glowing ancient cyan runes carved into the rocks, while casting long dramatic shadows that wriggle and dance, creating an intense and epic atmosphere of high fantasy battle.",
+ "seed": 13154,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_0/index_9774_seed_13154_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": 2.859375,
+ "video_score2_ta": 3.25,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.1875,
+ "avg": 9.15625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level medium shot, rendered in classic Dungeons & Dragons art, captures the climactic moment of the duel within a crumbling stone chamber. A heavily armored knight, his entire body clad in dark, polished steel plate armor etched with sinuous dragons, stands grounded and powerful. Opposite him, a nimble rogue, light on his feet, crouches defensively, draped in a tattered, dark green cloak, its hood pulled low over his face. Their swords—the knight's massive greatsword and the rogue's slender longsword—lock at the center of the frame, erupting at the point of impact in a brilliant, dazzling explosion of white and electric blue magical energy. The cataclysmic clash sends a shower of crackling, multicolored sparks blazing through the air. Under this powerful impact, the entire scene flickers violently, as if illuminated by flickering lightning, pulsating flashes illuminating the damp, mossy stone walls, revealing faintly glowing ancient cyan runes carved into the rocks, while casting long dramatic shadows that wriggle and dance, creating an intense and epic atmosphere of high fantasy battle.",
+ "token_credit_reward": 9.1875,
+ "selected_reward": 9.1875,
+ "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, eye-level medium shot in classic D&D art style, featuring a heavily armored knight and a Nimble rogue in a crumbling stone chamber, with a dramatic magical duel and dynamic lighting effects. The core elements are present, but several details are not fully realized in the video.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear silhouettes, but there are noticeable artifacts and some blurring during the energy effects. The stone chamber textures exist but lack fine detail, and the glow/energy visuals are visually striking yet occasionally unstable across frames. The sequence remains coherent, but it does not reach high-fidelity rendering throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential components: two combatants, a stone chamber setting, and a central magical duel with dramatic lighting. However, certain prompt specifics are underrepresented or inconsistently rendered (e.g., dragon-etched armor details, precise weapon sizing, and the intensity of the sparks). Despite these gaps, the core narrative and composition align well with the intended prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The characters’ proportions and basic interactions feel plausible, and the magical effects follow a consistent internal logic. Some minor inconsistencies appear in the dynamics of energy beams and their interaction with the environment, but nothing severely breaks the sense of realism within the fantasy context.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.25,
+ "MQ": 3.046875,
+ "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 static, eye-level medium shot in classic D&D art style, featuring a heavily armored knight and a Nimble rogue in a crumbling stone chamber, with a dramatic magical duel and dynamic lighting effects. The core elements are present, but several details are not fully realized in the video.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear silhouettes, but there are noticeable artifacts and some blurring during the energy effects. The stone chamber textures exist but lack fine detail, and the glow/energy visuals are visually striking yet occasionally unstable across frames. The sequence remains coherent, but it does not reach high-fidelity rendering throughout.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential components: two combatants, a stone chamber setting, and a central magical duel with dramatic lighting. However, certain prompt specifics are underrepresented or inconsistently rendered (e.g., dragon-etched armor details, precise weapon sizing, and the intensity of the sparks). Despite these gaps, the core narrative and composition align well with the intended prompt.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The characters’ proportions and basic interactions feel plausible, and the magical effects follow a consistent internal logic. Some minor inconsistencies appear in the dynamics of energy beams and their interaction with the environment, but nothing severely breaks the sense of realism within the fantasy context.\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": 13155,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_0/index_9774_seed_13155_dp_0_rank_0_sample_1_slot_1.mp4",
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+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 3.25,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.125,
+ "avg": 9.15625,
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+ "question": "static, eye-level medium shot, rendered in classic Dungeons & Dragons art, captures the climactic moment of the duel within a crumbling stone chamber. A heavily armored knight, his entire body clad in dark, polished steel plate armor etched with sinuous dragons, stands grounded and powerful. Opposite him, a nimble rogue, light on his feet, crouches defensively, draped in a tattered, dark green cloak, its hood pulled low over his face. Their swords—the knight's massive greatsword and the rogue's slender longsword—lock at the center of the frame, erupting at the point of impact in a brilliant, dazzling explosion of white and electric blue magical energy. The cataclysmic clash sends a shower of crackling, multicolored sparks blazing through the air. Under this powerful impact, the entire scene flickers violently, as if illuminated by flickering lightning, pulsating flashes illuminating the damp, mossy stone walls, revealing faintly glowing ancient cyan runes carved into the rocks, while casting long dramatic shadows that wriggle and dance, creating an intense and epic atmosphere of high fantasy 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 static, eye-level medium shot in classic D&D art style, featuring a heavily armored knight and a Nimble rogue in a crumbling stone chamber, with a dramatic magical duel and dynamic lighting effects. The core elements are present in intent, but the execution does not fully realize the full richness of the description.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear silhouettes, but there are noticeable limitations: occasional softness or minor compression artifacts, and some color grading inconsistencies across shots. The magical effects exist but are not consistently sharp, and a few frames exhibit slight aliasing or bloom that reduces overall polish. The sequence remains coherent and legible, yet it lacks the high-end refinement seen in top-tier renders.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential components: two combatants in a stone setting, a central magical confrontation, and a dynamic energy burst at the impact zone. The composition and framing align with the described scene, and the core narrative is conveyed effectively. Some finer details—such as exact armor detailing, cloak texture, or the precise visibility of ancient runes—are not always clearly resolved due to rendering constraints, but they do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The characters’ poses and interactions feel plausible within a fantasy context, and the magical effects follow a believable arc toward the impact. However, there are occasional minor inconsistencies in scale, timing of the energy surge, or shadow behavior that prevent a higher level of realism. Overall, the scene maintains coherence without major logical breaks.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "soft_scores": {
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+ "TA": 3.25,
+ "MQ": 3.015625,
+ "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, eye-level medium shot in classic D&D art style, featuring a heavily armored knight and a Nimble rogue in a crumbling stone chamber, with a dramatic magical duel and dynamic lighting effects. The core elements are present in intent, but the execution does not fully realize the full richness of the description.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear silhouettes, but there are noticeable limitations: occasional softness or minor compression artifacts, and some color grading inconsistencies across shots. The magical effects exist but are not consistently sharp, and a few frames exhibit slight aliasing or bloom that reduces overall polish. The sequence remains coherent and legible, yet it lacks the high-end refinement seen in top-tier renders.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the essential components: two combatants in a stone setting, a central magical confrontation, and a dynamic energy burst at the impact zone. The composition and framing align with the described scene, and the core narrative is conveyed effectively. Some finer details—such as exact armor detailing, cloak texture, or the precise visibility of ancient runes—are not always clearly resolved due to rendering constraints, but they do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The characters’ poses and interactions feel plausible within a fantasy context, and the magical effects follow a believable arc toward the impact. However, there are occasional minor inconsistencies in scale, timing of the energy surge, or shadow behavior that prevent a higher level of realism. Overall, the scene maintains coherence without major logical breaks.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, eye-level medium shot, rendered in classic Dungeons & Dragons art, captures the climactic moment of the duel within a crumbling stone chamber. A heavily armored knight, his entire body clad in dark, polished steel plate armor etched with sinuous dragons, stands grounded and powerful. Opposite him, a nimble rogue, light on his feet, crouches defensively, draped in a tattered, dark green cloak, its hood pulled low over his face. Their swords—the knight's massive greatsword and the rogue's slender longsword—lock at the center of the frame, erupting at the point of impact in a brilliant, dazzling explosion of white and electric blue magical energy. The cataclysmic clash sends a shower of crackling, multicolored sparks blazing through the air. Under this powerful impact, the entire scene flickers violently, as if illuminated by flickering lightning, pulsating flashes illuminating the damp, mossy stone walls, revealing faintly glowing ancient cyan runes carved into the rocks, while casting long dramatic shadows that wriggle and dance, creating an intense and epic atmosphere of high fantasy battle.",
+ "seed": 13156,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_0/index_9774_seed_13156_dp_1_rank_2_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.21875,
+ "video_score2_ta": 3.09375,
+ "video_score2_mq": 3.140625,
+ "video_score2_overall": 9.4375,
+ "avg": 9.453125,
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+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level medium shot, rendered in classic Dungeons & Dragons art, captures the climactic moment of the duel within a crumbling stone chamber. A heavily armored knight, his entire body clad in dark, polished steel plate armor etched with sinuous dragons, stands grounded and powerful. Opposite him, a nimble rogue, light on his feet, crouches defensively, draped in a tattered, dark green cloak, its hood pulled low over his face. Their swords—the knight's massive greatsword and the rogue's slender longsword—lock at the center of the frame, erupting at the point of impact in a brilliant, dazzling explosion of white and electric blue magical energy. The cataclysmic clash sends a shower of crackling, multicolored sparks blazing through the air. Under this powerful impact, the entire scene flickers violently, as if illuminated by flickering lightning, pulsating flashes illuminating the damp, mossy stone walls, revealing faintly glowing ancient cyan runes carved into the rocks, while casting long dramatic shadows that wriggle and dance, creating an intense and epic atmosphere of high fantasy battle.",
+ "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 static, eye-level medium shot in classic D&D art style, featuring a heavily armored knight and a Nimble rogue in a crumbling stone chamber, with a dramatic magical duel at the center. The scene is intended to convey a vivid, high-fantasy battle with dynamic lighting and atmospheric effects.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear character silhouettes, but there is very little motion between frames, resulting in a largely static sequence. The lighting and color palette are consistent, and the stone textures are reasonably detailed, yet the lack of movement reduces perceived quality. No obvious artifacts or distortions are present, but the absence of animation limits the sense of action.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The core elements are present: two opposing combatants in a stone chamber, a clearly armored knight, a Nimble rogue in a cloak, and a central magical duel with bright energy effects. The composition and framing align with the described scene, and the energy dynamics are recognizable. Some finer details from the prompt—such as explicit dragon engravings on the knight’s armor and the precise depiction of the cloak’s texture—are not fully realized, but these gaps do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The characters’ proportions and weapon handling appear plausible, and the magical energy effects follow a coherent visual logic. However, the near-complete stillness across frames undermines the perception of a dynamic duel, which slightly weakens the sense of kinetic realism. The environment remains structurally coherent, with no obvious physics violations, though the lack of motion reduces the perceived intensity of the confrontation.\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
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+ "soft_scores": {
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+ "TA": 3.09375,
+ "MQ": 3.140625,
+ "Overall": 9.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium shot in classic D&D art style, featuring a heavily armored knight and a Nimble rogue in a crumbling stone chamber, with a dramatic magical duel at the center. The scene is intended to convey a vivid, high-fantasy battle with dynamic lighting and atmospheric effects.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear character silhouettes, but there is very little motion between frames, resulting in a largely static sequence. The lighting and color palette are consistent, and the stone textures are reasonably detailed, yet the lack of movement reduces perceived quality. No obvious artifacts or distortions are present, but the absence of animation limits the sense of action.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The core elements are present: two opposing combatants in a stone chamber, a clearly armored knight, a Nimble rogue in a cloak, and a central magical duel with bright energy effects. The composition and framing align with the described scene, and the energy dynamics are recognizable. Some finer details from the prompt—such as explicit dragon engravings on the knight’s armor and the precise depiction of the cloak’s texture—are not fully realized, but these gaps do not substantially detract from the overall alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The characters’ proportions and weapon handling appear plausible, and the magical energy effects follow a coherent visual logic. However, the near-complete stillness across frames undermines the perception of a dynamic duel, which slightly weakens the sense of kinetic realism. The environment remains structurally coherent, with no obvious physics violations, though the lack of motion reduces the perceived intensity of the confrontation.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "static, eye-level medium shot, rendered in classic Dungeons & Dragons art, captures the climactic moment of the duel within a crumbling stone chamber. A heavily armored knight, his entire body clad in dark, polished steel plate armor etched with sinuous dragons, stands grounded and powerful. Opposite him, a nimble rogue, light on his feet, crouches defensively, draped in a tattered, dark green cloak, its hood pulled low over his face. Their swords—the knight's massive greatsword and the rogue's slender longsword—lock at the center of the frame, erupting at the point of impact in a brilliant, dazzling explosion of white and electric blue magical energy. The cataclysmic clash sends a shower of crackling, multicolored sparks blazing through the air. Under this powerful impact, the entire scene flickers violently, as if illuminated by flickering lightning, pulsating flashes illuminating the damp, mossy stone walls, revealing faintly glowing ancient cyan runes carved into the rocks, while casting long dramatic shadows that wriggle and dance, creating an intense and epic atmosphere of high fantasy battle.",
+ "seed": 13157,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_0/index_9774_seed_13157_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": 3.125,
+ "video_score2_ta": 2.953125,
+ "video_score2_mq": 3.03125,
+ "video_score2_overall": 9.125,
+ "avg": 9.109375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "static, eye-level medium shot, rendered in classic Dungeons & Dragons art, captures the climactic moment of the duel within a crumbling stone chamber. A heavily armored knight, his entire body clad in dark, polished steel plate armor etched with sinuous dragons, stands grounded and powerful. Opposite him, a nimble rogue, light on his feet, crouches defensively, draped in a tattered, dark green cloak, its hood pulled low over his face. Their swords—the knight's massive greatsword and the rogue's slender longsword—lock at the center of the frame, erupting at the point of impact in a brilliant, dazzling explosion of white and electric blue magical energy. The cataclysmic clash sends a shower of crackling, multicolored sparks blazing through the air. Under this powerful impact, the entire scene flickers violently, as if illuminated by flickering lightning, pulsating flashes illuminating the damp, mossy stone walls, revealing faintly glowing ancient cyan runes carved into the rocks, while casting long dramatic shadows that wriggle and dance, creating an intense and epic atmosphere of high fantasy battle.",
+ "token_credit_reward": 9.125,
+ "selected_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 describes a static, eye-level medium shot in classic D&D art style, featuring a heavily armored knight and a Nimble rogue in a crumbling stone chamber, with a dramatic magical duel at the center. The scene is intended to convey a vivid, high-fantasy battle with dynamic lighting and atmospheric effects.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear silhouettes, but there are noticeable limitations: occasional softness or minor compression artifacts, and some color grading inconsistencies across shots. The lighting and energy effects are present but not consistently sharp, and a few frames exhibit slight artifacting that reduces overall polish. The composition remains stable and the framing aligns with a medium shot, though the sequence does not reach high-end visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two combatants in a stone chamber, a clearly armored knight, a Nimble rogue in a crouched defensive stance, and a central magical duel with energy effects. The scene conveys the epic, high-fantasy mood and the central confrontation described in the prompt. Minor deviations exist in fine-grained details such as exact armor ornamentation or the precise moment of impact, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The characters’ poses and interactions feel plausible within the fantasy setting, and the environmental context supports the action. However, there are subtle inconsistencies in how the magical energy interacts with surfaces and in the timing of the impact, which prevents a higher level of realism. Overall, the scene maintains internal coherence without major logical breaks.\n\n\n(1) visual quality: 3\n(2) 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": 2.953125,
+ "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 static, eye-level medium shot in classic D&D art style, featuring a heavily armored knight and a Nimble rogue in a crumbling stone chamber, with a dramatic magical duel at the center. The scene is intended to convey a vivid, high-fantasy battle with dynamic lighting and atmospheric effects.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear silhouettes, but there are noticeable limitations: occasional softness or minor compression artifacts, and some color grading inconsistencies across shots. The lighting and energy effects are present but not consistently sharp, and a few frames exhibit slight artifacting that reduces overall polish. The composition remains stable and the framing aligns with a medium shot, though the sequence does not reach high-end visual fidelity.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two combatants in a stone chamber, a clearly armored knight, a Nimble rogue in a crouched defensive stance, and a central magical duel with energy effects. The scene conveys the epic, high-fantasy mood and the central confrontation described in the prompt. Minor deviations exist in fine-grained details such as exact armor ornamentation or the precise moment of impact, but these do not substantially detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The characters’ poses and interactions feel plausible within the fantasy setting, and the environmental context supports the action. However, there are subtle inconsistencies in how the magical energy interacts with surfaces and in the timing of the impact, which prevents a higher level of realism. Overall, the scene maintains internal coherence without major logical breaks.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_1/index_tensor([6230, 6230])_group_1_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_1/index_tensor([6230, 6230])_group_1_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..803293aa8b062dd345b10a4624eca97f1898e1e9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_1/index_tensor([6230, 6230])_group_1_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "cinematic, low-angle, wide-angle shot, slightly trembling to simulate earth-shaking vibrations, captures the shuttle's fiery launch with breathtakingly realistic animation, as the camera begins a slow, majestic upward tilt to follow the ascent. Initially, bright, incandescent orange flames erupt with catastrophic force from the base of the two solid rocket boosters, instantly engulfing the launch pad in a churning, incredibly detailed vortex of thick white steam and gray smoke that billows outward in a massive, turbulent plume. This intense, shimmering light casts a fiery glow over the majestic orbiter, highlighting the intricate texture of the heat-resistant tiles on its underside as it begins its ascent. Mounted on a massive, burnt orange external tank, the shuttle pierces the launch tower's steel latticework, its powerful lift steadily and deliberately pushing against gravity. The raw power of the launch is palpable as the vehicle accelerates skyward into the clear blue sky, leaving a dense, expanding column of exhaust in its wake. The sheer scale of the event creates an atmosphere of profound awe and technological power.",
+ "seed": 23630,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_1/index_6230_seed_23630_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": 3.0,
+ "video_score2_ta": 3.75,
+ "video_score2_mq": 3.171875,
+ "video_score2_overall": 9.9375,
+ "avg": 9.921875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "cinematic, low-angle, wide-angle shot, slightly trembling to simulate earth-shaking vibrations, captures the shuttle's fiery launch with breathtakingly realistic animation, as the camera begins a slow, majestic upward tilt to follow the ascent. Initially, bright, incandescent orange flames erupt with catastrophic force from the base of the two solid rocket boosters, instantly engulfing the launch pad in a churning, incredibly detailed vortex of thick white steam and gray smoke that billows outward in a massive, turbulent plume. This intense, shimmering light casts a fiery glow over the majestic orbiter, highlighting the intricate texture of the heat-resistant tiles on its underside as it begins its ascent. Mounted on a massive, burnt orange external tank, the shuttle pierces the launch tower's steel latticework, its powerful lift steadily and deliberately pushing against gravity. The raw power of the launch is palpable as the vehicle accelerates skyward into the clear blue sky, leaving a dense, expanding column of exhaust in its wake. The sheer scale of the event creates an atmosphere of profound awe and technological power.",
+ "token_credit_reward": 9.9375,
+ "selected_reward": 9.9375,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, low-angle, wide-angle shot capturing a space shuttle launch with dramatic visuals. Key elements include:\n- Cinematic, low-angle, wide-angle shot\n- Slightly trembling to simulate earth-shaking vibrations\n- Captures the shuttle's fiery launch with realistic animation\n- Camera begins a slow, majestic upward tilt to follow the ascent\n- Bright, incandescent orange flames erupt from the base of two solid rocket boosters\n- Churning, detailed vortex of thick white steam and gray smoke\n- Massive, turbulent plume billowing outward\n- Intense, shimmering light casting fiery glow\n- Highlighting intricate texture of heat-resistant tiles on underside\n- Vehicle begins its ascent, piercing launch tower's steel latticework\n- Raw power of launch with acceleration skyward\n- Dense, expanding column of exhaust\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. The smoke and flame effects are present but lack fine detail, and there are occasional color inconsistencies and slight noise in darker regions. Lighting and contrast are generally stable across frames, though not exceptionally sharp or dynamic. In sum, the visuals convey the intended scene but do not reach high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: a low-angle wide shot, visible flames and smoke, a launch sequence, and a sense of ascent. The upward tilt is suggested by the framing, and the general progression matches the narrative. Some nuanced details—such as precise tile textures and exact timing of the tilt—are not perfectly realized, but the major components align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence presents plausible launch dynamics with thrust, smoke, and ascent. However, certain aspects feel simplified or stylized, and some interactions (e.g., structural behavior of the tower, precise trajectory cues) are not deeply physically rigorous. Overall, the depiction communicates the intended scenario without major contradictions, but it does not achieve 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": {
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+ "TA": 4,
+ "MQ": 3
+ },
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+ "TA": 3.75,
+ "MQ": 3.171875,
+ "Overall": 9.9375
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, low-angle, wide-angle shot capturing a space shuttle launch with dramatic visuals. Key elements include:\n- Cinematic, low-angle, wide-angle shot\n- Slightly trembling to simulate earth-shaking vibrations\n- Captures the shuttle's fiery launch with realistic animation\n- Camera begins a slow, majestic upward tilt to follow the ascent\n- Bright, incandescent orange flames erupt from the base of two solid rocket boosters\n- Churning, detailed vortex of thick white steam and gray smoke\n- Massive, turbulent plume billowing outward\n- Intense, shimmering light casting fiery glow\n- Highlighting intricate texture of heat-resistant tiles on underside\n- Vehicle begins its ascent, piercing launch tower's steel latticework\n- Raw power of launch with acceleration skyward\n- Dense, expanding column of exhaust\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. The smoke and flame effects are present but lack fine detail, and there are occasional color inconsistencies and slight noise in darker regions. Lighting and contrast are generally stable across frames, though not exceptionally sharp or dynamic. In sum, the visuals convey the intended scene but do not reach high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements described in the prompt: a low-angle wide shot, visible flames and smoke, a launch sequence, and a sense of ascent. The upward tilt is suggested by the framing, and the general progression matches the narrative. Some nuanced details—such as precise tile textures and exact timing of the tilt—are not perfectly realized, but the major components align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The sequence presents plausible launch dynamics with thrust, smoke, and ascent. However, certain aspects feel simplified or stylized, and some interactions (e.g., structural behavior of the tower, precise trajectory cues) are not deeply physically rigorous. Overall, the depiction communicates the intended scenario without major contradictions, but it does not achieve 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": "cinematic, low-angle, wide-angle shot, slightly trembling to simulate earth-shaking vibrations, captures the shuttle's fiery launch with breathtakingly realistic animation, as the camera begins a slow, majestic upward tilt to follow the ascent. Initially, bright, incandescent orange flames erupt with catastrophic force from the base of the two solid rocket boosters, instantly engulfing the launch pad in a churning, incredibly detailed vortex of thick white steam and gray smoke that billows outward in a massive, turbulent plume. This intense, shimmering light casts a fiery glow over the majestic orbiter, highlighting the intricate texture of the heat-resistant tiles on its underside as it begins its ascent. Mounted on a massive, burnt orange external tank, the shuttle pierces the launch tower's steel latticework, its powerful lift steadily and deliberately pushing against gravity. The raw power of the launch is palpable as the vehicle accelerates skyward into the clear blue sky, leaving a dense, expanding column of exhaust in its wake. The sheer scale of the event creates an atmosphere of profound awe and technological power.",
+ "seed": 23631,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_1/index_6230_seed_23631_dp_2_rank_4_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 3.9375,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 10.0625,
+ "avg": 10.046875,
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+ "question_id": "videoscore2_overall",
+ "question": "cinematic, low-angle, wide-angle shot, slightly trembling to simulate earth-shaking vibrations, captures the shuttle's fiery launch with breathtakingly realistic animation, as the camera begins a slow, majestic upward tilt to follow the ascent. Initially, bright, incandescent orange flames erupt with catastrophic force from the base of the two solid rocket boosters, instantly engulfing the launch pad in a churning, incredibly detailed vortex of thick white steam and gray smoke that billows outward in a massive, turbulent plume. This intense, shimmering light casts a fiery glow over the majestic orbiter, highlighting the intricate texture of the heat-resistant tiles on its underside as it begins its ascent. Mounted on a massive, burnt orange external tank, the shuttle pierces the launch tower's steel latticework, its powerful lift steadily and deliberately pushing against gravity. The raw power of the launch is palpable as the vehicle accelerates skyward into the clear blue sky, leaving a dense, expanding column of exhaust in its wake. The sheer scale of the event creates an atmosphere of profound awe and technological power.",
+ "token_credit_reward": 10.0625,
+ "selected_reward": 10.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, low-angle, wide-angle shot of a space shuttle launch with specific visual elements:\n- Two solid rocket boosters at base\n- Fiery launch with orange flames\n- Thick white steam and gray smoke\n- Massive turbulent plume\n- Camera tilting upward during ascent\n- Bright incandescent orange flames\n- Shimmering light casting fiery glow\n- Detailed texture of heat-resistant tiles\n- External tank mounted on the vehicle\n- Launch tower with steel latticework\n- Vehicle accelerating skyward\n- Dense, expanding column of exhaust\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some compression artifacts, especially in the smoke and flame regions. The color grading remains warm and cinematic, yet fine details are not consistently crisp across all frames. The sequence maintains a cohesive look, 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 described: the space shuttle with visible external tank, two solid rocket boosters, and a launch sequence with orange flames and smoke. The low-angle perspective and upward tilt are present, and the ascent is depicted. Some finer details—such as explicit emphasis on the launch tower’s structural features or the exact texture of heat tiles—are less pronounced, but the major prompt components are well represented.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The launch dynamics and ascent appear plausible, with believable flame behavior and smoke dispersion. However, certain aspects feel stylized rather than strictly physically accurate—for example, the uniformity of the plume and the timing of events may not perfectly match real-world launch physics. Overall, the scene conveys a credible launch without rigorous scientific precision.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.984375,
+ "TA": 3.9375,
+ "MQ": 3.125,
+ "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 cinematic, low-angle, wide-angle shot of a space shuttle launch with specific visual elements:\n- Two solid rocket boosters at base\n- Fiery launch with orange flames\n- Thick white steam and gray smoke\n- Massive turbulent plume\n- Camera tilting upward during ascent\n- Bright incandescent orange flames\n- Shimmering light casting fiery glow\n- Detailed texture of heat-resistant tiles\n- External tank mounted on the vehicle\n- Launch tower with steel latticework\n- Vehicle accelerating skyward\n- Dense, expanding column of exhaust\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but there are noticeable softness and some compression artifacts, especially in the smoke and flame regions. The color grading remains warm and cinematic, yet fine details are not consistently crisp across all frames. The sequence maintains a cohesive look, 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 described: the space shuttle with visible external tank, two solid rocket boosters, and a launch sequence with orange flames and smoke. The low-angle perspective and upward tilt are present, and the ascent is depicted. Some finer details—such as explicit emphasis on the launch tower’s structural features or the exact texture of heat tiles—are less pronounced, but the major prompt components are well represented.\n\nPhysical/Common-sense Consistency:\nPhysical realism is moderate (score 3). The launch dynamics and ascent appear plausible, with believable flame behavior and smoke dispersion. However, certain aspects feel stylized rather than strictly physically accurate—for example, the uniformity of the plume and the timing of events may not perfectly match real-world launch physics. Overall, the scene conveys a credible launch without rigorous scientific precision.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "cinematic, low-angle, wide-angle shot, slightly trembling to simulate earth-shaking vibrations, captures the shuttle's fiery launch with breathtakingly realistic animation, as the camera begins a slow, majestic upward tilt to follow the ascent. Initially, bright, incandescent orange flames erupt with catastrophic force from the base of the two solid rocket boosters, instantly engulfing the launch pad in a churning, incredibly detailed vortex of thick white steam and gray smoke that billows outward in a massive, turbulent plume. This intense, shimmering light casts a fiery glow over the majestic orbiter, highlighting the intricate texture of the heat-resistant tiles on its underside as it begins its ascent. Mounted on a massive, burnt orange external tank, the shuttle pierces the launch tower's steel latticework, its powerful lift steadily and deliberately pushing against gravity. The raw power of the launch is palpable as the vehicle accelerates skyward into the clear blue sky, leaving a dense, expanding column of exhaust in its wake. The sheer scale of the event creates an atmosphere of profound awe and technological power.",
+ "seed": 23632,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_1/index_6230_seed_23632_dp_3_rank_6_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 1,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 3.203125,
+ "video_score2_ta": 3.828125,
+ "video_score2_mq": 3.15625,
+ "video_score2_overall": 10.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, low-angle, wide-angle shot capturing a space shuttle launch with dramatic visuals. Key elements include a low-angle perspective, visible flames from the base, a massive exhaust plume, a gradual upward tilt, and a depiction of the orbiter ascending through the sky while the external tank and launch tower are present.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. The smoke and flame effects are present but lack fine detail, and there are occasional color inconsistencies and mild noise. Lighting and contrast are acceptable but not exceptional, resulting in a mid-range visual impression rather than high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle wide shot, visible flames at the base, a large exhaust plume, and the ascent through the sky. The external tank and launch tower are visible, and the upward motion is evident. Some minor deviations exist in exact timing and emphasis of certain details, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The sequence presents plausible launch dynamics with thrust, smoke, and ascent. However, there are small inconsistencies in scale cues and timing that prevent a higher level of realism. Overall, the behavior aligns with expected launch characteristics 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": {
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+ "TA": 3.828125,
+ "MQ": 3.15625,
+ "Overall": 10.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, low-angle, wide-angle shot capturing a space shuttle launch with dramatic visuals. Key elements include a low-angle perspective, visible flames from the base, a massive exhaust plume, a gradual upward tilt, and a depiction of the orbiter ascending through the sky while the external tank and launch tower are present.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. The smoke and flame effects are present but lack fine detail, and there are occasional color inconsistencies and mild noise. Lighting and contrast are acceptable but not exceptional, resulting in a mid-range visual impression rather than high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a low-angle wide shot, visible flames at the base, a large exhaust plume, and the ascent through the sky. The external tank and launch tower are visible, and the upward motion is evident. Some minor deviations exist in exact timing and emphasis of certain details, but they do not significantly detract from the overall alignment.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The sequence presents plausible launch dynamics with thrust, smoke, and ascent. However, there are small inconsistencies in scale cues and timing that prevent a higher level of realism. Overall, the behavior aligns with expected launch characteristics 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": "cinematic, low-angle, wide-angle shot, slightly trembling to simulate earth-shaking vibrations, captures the shuttle's fiery launch with breathtakingly realistic animation, as the camera begins a slow, majestic upward tilt to follow the ascent. Initially, bright, incandescent orange flames erupt with catastrophic force from the base of the two solid rocket boosters, instantly engulfing the launch pad in a churning, incredibly detailed vortex of thick white steam and gray smoke that billows outward in a massive, turbulent plume. This intense, shimmering light casts a fiery glow over the majestic orbiter, highlighting the intricate texture of the heat-resistant tiles on its underside as it begins its ascent. Mounted on a massive, burnt orange external tank, the shuttle pierces the launch tower's steel latticework, its powerful lift steadily and deliberately pushing against gravity. The raw power of the launch is palpable as the vehicle accelerates skyward into the clear blue sky, leaving a dense, expanding column of exhaust in its wake. The sheer scale of the event creates an atmosphere of profound awe and technological power.",
+ "seed": 23633,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_1/index_6230_seed_23633_dp_3_rank_6_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 3.890625,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 10.1875,
+ "avg": 10.1875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "cinematic, low-angle, wide-angle shot, slightly trembling to simulate earth-shaking vibrations, captures the shuttle's fiery launch with breathtakingly realistic animation, as the camera begins a slow, majestic upward tilt to follow the ascent. Initially, bright, incandescent orange flames erupt with catastrophic force from the base of the two solid rocket boosters, instantly engulfing the launch pad in a churning, incredibly detailed vortex of thick white steam and gray smoke that billows outward in a massive, turbulent plume. This intense, shimmering light casts a fiery glow over the majestic orbiter, highlighting the intricate texture of the heat-resistant tiles on its underside as it begins its ascent. Mounted on a massive, burnt orange external tank, the shuttle pierces the launch tower's steel latticework, its powerful lift steadily and deliberately pushing against gravity. The raw power of the launch is palpable as the vehicle accelerates skyward into the clear blue sky, leaving a dense, expanding column of exhaust in its wake. The sheer scale of the event creates an atmosphere of profound awe and technological power.",
+ "token_credit_reward": 10.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, low-angle, wide-angle shot capturing a space shuttle launch with dramatic visuals. Key elements include:\n- Cinematic, low-angle, wide-angle shot\n- Slightly trembling to simulate earth-shaking vibrations\n- Captures the shuttle's fiery launch with realistic animation\n- Camera begins a slow, majestic upward tilt to follow the ascent\n- Bright, incandescent orange flames erupt from the base of two solid rocket boosters\n- Churning, detailed vortex of thick white steam and gray smoke\n- Massive, turbulent plume billowing outward\n- Intense, shimmering light casting fiery glow\n- Highlighting intricate texture of heat-resistant tiles on underside\n- Vehicle begins ascent, pierces launch tower's steel latticework\n- Raw power of launch with acceleration skyward\n- Dense, expanding column of exhaust\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 flame regions. There are occasional compression artifacts and mild color banding in bright areas. The sequence remains coherent and stable, with no major distortions or abrupt frame changes, though fine details are not consistently crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements described in the prompt: a space shuttle launch with visible flames, smoke, and ascent, captured from a low-angle perspective. The upward tilt and the general progression align with the intended narrative. Some nuanced aspects—such as precise flame dynamics and exact timing of the camera tilt—are not perfectly matched, but the overall correspondence is solid.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene conveys the general idea of a launch with upward motion and a large exhaust plume. However, certain aspects of propulsion, structural behavior, and environmental interaction are simplified or stylized, reducing strict adherence to real-world physics. The depiction remains plausible at a high level but lacks rigorous 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": 3.109375,
+ "TA": 3.890625,
+ "MQ": 3.1875,
+ "Overall": 10.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a cinematic, low-angle, wide-angle shot capturing a space shuttle launch with dramatic visuals. Key elements include:\n- Cinematic, low-angle, wide-angle shot\n- Slightly trembling to simulate earth-shaking vibrations\n- Captures the shuttle's fiery launch with realistic animation\n- Camera begins a slow, majestic upward tilt to follow the ascent\n- Bright, incandescent orange flames erupt from the base of two solid rocket boosters\n- Churning, detailed vortex of thick white steam and gray smoke\n- Massive, turbulent plume billowing outward\n- Intense, shimmering light casting fiery glow\n- Highlighting intricate texture of heat-resistant tiles on underside\n- Vehicle begins ascent, pierces launch tower's steel latticework\n- Raw power of launch with acceleration skyward\n- Dense, expanding column of exhaust\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 flame regions. There are occasional compression artifacts and mild color banding in bright areas. The sequence remains coherent and stable, with no major distortions or abrupt frame changes, though fine details are not consistently crisp.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements described in the prompt: a space shuttle launch with visible flames, smoke, and ascent, captured from a low-angle perspective. The upward tilt and the general progression align with the intended narrative. Some nuanced aspects—such as precise flame dynamics and exact timing of the camera tilt—are not perfectly matched, but the overall correspondence is solid.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene conveys the general idea of a launch with upward motion and a large exhaust plume. However, certain aspects of propulsion, structural behavior, and environmental interaction are simplified or stylized, reducing strict adherence to real-world physics. The depiction remains plausible at a high level but lacks rigorous physical fidelity.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_10/index_tensor([3505, 3505])_group_10_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_10/index_tensor([3505, 3505])_group_10_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..348cd8bac94fbbdce8001a001da45d6935df2c9c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_10/index_tensor([3505, 3505])_group_10_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "handheld, stabilized, long shot, at a level angle, follows the surging stream of people pouring out of a subway station during the evening rush hour. The camera weaves through the throng, the cool urban light intermingling with the warm yellow lights from above and in store windows, casting shifting shadows on the faces of the hurried throng. Suddenly, a young delivery driver in a bright yellow jacket and carrying a square, insulated takeout container, attempts to overtake the crowd ahead. The hard corner of his container collides with a black, hard leather briefcase held by a middle-aged man in a suit and tie, making a dull thud. The two exchange a fleeting, impatient glance before being swept apart by the surging crowd. The camera does not linger here, but smoothly drifts to the right, sweeping across a moving background of dark coats and various backpacks, finally focusing on a programmer in a blue and gray flannel plaid shirt. He was carrying a bulging black nylon backpack. As he walked quickly, a brightly colored, slightly worn plastic pendant with a cartoon dinosaur hanging from the side pocket of the backpack swayed rhythmically from side to side. This childlike little object seemed out of place in the cold and hard commuting world composed of briefcases and takeout boxes, but it was extremely real, silently revealing the concrete and gentle imprint of life behind the picture, which combined commuting pressure and family responsibilities, creating a complex atmosphere of personal warmth glimpsed in public indifference.",
+ "seed": 27463,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_10/index_3505_seed_27463_dp_20_rank_40_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 10,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 1.4296875,
+ "video_score2_ta": 1.109375,
+ "video_score2_mq": 1.5078125,
+ "video_score2_overall": 4.03125,
+ "avg": 4.046875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "handheld, stabilized, long shot, at a level angle, follows the surging stream of people pouring out of a subway station during the evening rush hour. The camera weaves through the throng, the cool urban light intermingling with the warm yellow lights from above and in store windows, casting shifting shadows on the faces of the hurried throng. Suddenly, a young delivery driver in a bright yellow jacket and carrying a square, insulated takeout container, attempts to overtake the crowd ahead. The hard corner of his container collides with a black, hard leather briefcase held by a middle-aged man in a suit and tie, making a dull thud. The two exchange a fleeting, impatient glance before being swept apart by the surging crowd. The camera does not linger here, but smoothly drifts to the right, sweeping across a moving background of dark coats and various backpacks, finally focusing on a programmer in a blue and gray flannel plaid shirt. He was carrying a bulging black nylon backpack. As he walked quickly, a brightly colored, slightly worn plastic pendant with a cartoon dinosaur hanging from the side pocket of the backpack swayed rhythmically from side to side. This childlike little object seemed out of place in the cold and hard commuting world composed of briefcases and takeout boxes, but it was extremely real, silently revealing the concrete and gentle imprint of life behind the picture, which combined commuting pressure and family responsibilities, creating a complex atmosphere of personal warmth glimpsed in public indifference.",
+ "token_credit_reward": 4.03125,
+ "selected_reward": 4.03125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a handheld, stabilized long-shot sequence set at a level angle, following a crowd exiting a subway station during evening rush hour. It envisions a young delivery driver in a bright yellow jacket with a square, insulated takeout container weaving through the crowd, a collision with a middle-aged man in a suit and tie, a brief exchange, and then a focus on a programmer in a blue and gray flannel plaid shirt with a black backpack, including a colorful plastic pendant with a cartoon dinosaur. The scene aims for a contrast between a mundane urban environment and a small, emotionally resonant detail.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits pervasive blur, heavy compression artifacts, and inconsistent lighting that washes out details. Color fidelity is poor, with desaturated tones and noticeable noise, and there is frequent frame-to-frame instability that disrupts continuity. These factors collectively render the video largely unreadable and fail to convey clear imagery or narrative cues.\n\nText-to-Video Alignment Analysis:\nThere is essentially no meaningful alignment with the prompt. The frames do not clearly depict the described elements (delivery driver, yellow jacket, square takeout container, the specific collision, the subsequent exchange, or the programmer with a blue plaid shirt and backpack). The visible content is too fragmented and distorted to support the intended storyline, resulting in a near-complete misalignment between the textual description and the visual content.\n\nPhysical/Common-sense Consistency:\nThe scene lacks coherent physical logic. Movements appear unnatural, interactions are not plausible given the apparent crowd dynamics, and the spatial relationships among objects and people do not follow expected real-world behavior. The result is a disjointed, incoherent depiction that fails basic common-sense expectations.\n\nOverall assessment:\nAll three dimensions are severely compromised, indicating a fundamentally flawed video generation attempt.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 1.4296875,
+ "TA": 1.109375,
+ "MQ": 1.5078125,
+ "Overall": 4.03125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a handheld, stabilized long-shot sequence set at a level angle, following a crowd exiting a subway station during evening rush hour. It envisions a young delivery driver in a bright yellow jacket with a square, insulated takeout container weaving through the crowd, a collision with a middle-aged man in a suit and tie, a brief exchange, and then a focus on a programmer in a blue and gray flannel plaid shirt with a black backpack, including a colorful plastic pendant with a cartoon dinosaur. The scene aims for a contrast between a mundane urban environment and a small, emotionally resonant detail.\n\nVisual Quality Analysis:\nAcross the frames, the overall visual quality is severely degraded. The footage exhibits pervasive blur, heavy compression artifacts, and inconsistent lighting that washes out details. Color fidelity is poor, with desaturated tones and noticeable noise, and there is frequent frame-to-frame instability that disrupts continuity. These factors collectively render the video largely unreadable and fail to convey clear imagery or narrative cues.\n\nText-to-Video Alignment Analysis:\nThere is essentially no meaningful alignment with the prompt. The frames do not clearly depict the described elements (delivery driver, yellow jacket, square takeout container, the specific collision, the subsequent exchange, or the programmer with a blue plaid shirt and backpack). The visible content is too fragmented and distorted to support the intended storyline, resulting in a near-complete misalignment between the textual description and the visual content.\n\nPhysical/Common-sense Consistency:\nThe scene lacks coherent physical logic. Movements appear unnatural, interactions are not plausible given the apparent crowd dynamics, and the spatial relationships among objects and people do not follow expected real-world behavior. The result is a disjointed, incoherent depiction that fails basic common-sense expectations.\n\nOverall assessment:\nAll three dimensions are severely compromised, indicating a fundamentally flawed video generation attempt.\n\n\n(1) visual quality: 1\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ },
+ {
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+ "seed": 27464,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_10/index_3505_seed_27464_dp_20_rank_40_sample_1_slot_1.mp4",
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+ "question": "handheld, stabilized, long shot, at a level angle, follows the surging stream of people pouring out of a subway station during the evening rush hour. The camera weaves through the throng, the cool urban light intermingling with the warm yellow lights from above and in store windows, casting shifting shadows on the faces of the hurried throng. Suddenly, a young delivery driver in a bright yellow jacket and carrying a square, insulated takeout container, attempts to overtake the crowd ahead. The hard corner of his container collides with a black, hard leather briefcase held by a middle-aged man in a suit and tie, making a dull thud. The two exchange a fleeting, impatient glance before being swept apart by the surging crowd. The camera does not linger here, but smoothly drifts to the right, sweeping across a moving background of dark coats and various backpacks, finally focusing on a programmer in a blue and gray flannel plaid shirt. He was carrying a bulging black nylon backpack. As he walked quickly, a brightly colored, slightly worn plastic pendant with a cartoon dinosaur hanging from the side pocket of the backpack swayed rhythmically from side to side. This childlike little object seemed out of place in the cold and hard commuting world composed of briefcases and takeout boxes, but it was extremely real, silently revealing the concrete and gentle imprint of life behind the picture, which combined commuting pressure and family responsibilities, creating a complex atmosphere of personal warmth glimpsed in public indifference.",
+ "token_credit_reward": 6.3125,
+ "selected_reward": 6.3125,
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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 complex scene involving multiple characters and specific objects (delivery driver in yellow jacket with a square takeout container, middle-aged man in suit with briefcase, etc.). The video, however, centers on a single person in a flannel shirt with a backpack and a small decorative pendant. The majority of described elements are absent or not depicted, resulting in a substantial mismatch between the prompt and the actual content.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show some blur and softness, but the subject remains identifiable. There are occasional stability issues and minor distortions, yet they do not render the video unusable. The sequence is not perfectly smooth, with some frame-to-frame inconsistencies, but the degradation is not extreme. Lighting varies across shots, contributing to an uneven visual experience.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is poor (score 2). The video largely omits the key narrative components: no delivery driver, no yellow jacket, no square takeout container, no middle-aged man with a briefcase, and no bustling subway environment. The visible elements (a person in flannel with a backpack and a pendant) do not establish the described scenario, leading to a clear misalignment between description and content.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions and basic motion, with only minor rendering quirks such as slight facial distortion and pendant movement that do not severely break realism. Overall, the video preserves reasonable physical plausibility despite some artifacts.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 1.765625,
+ "TA": 1.6484375,
+ "MQ": 2.890625,
+ "Overall": 6.3125
+ }
+ }
+ ],
+ "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 complex scene involving multiple characters and specific objects (delivery driver in yellow jacket with a square takeout container, middle-aged man in suit with briefcase, etc.). The video, however, centers on a single person in a flannel shirt with a backpack and a small decorative pendant. The majority of described elements are absent or not depicted, resulting in a substantial mismatch between the prompt and the actual content.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show some blur and softness, but the subject remains identifiable. There are occasional stability issues and minor distortions, yet they do not render the video unusable. The sequence is not perfectly smooth, with some frame-to-frame inconsistencies, but the degradation is not extreme. Lighting varies across shots, contributing to an uneven visual experience.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is poor (score 2). The video largely omits the key narrative components: no delivery driver, no yellow jacket, no square takeout container, no middle-aged man with a briefcase, and no bustling subway environment. The visible elements (a person in flannel with a backpack and a pendant) do not establish the described scenario, leading to a clear misalignment between description and content.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions and basic motion, with only minor rendering quirks such as slight facial distortion and pendant movement that do not severely break realism. Overall, the video preserves reasonable physical plausibility despite some artifacts.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 27465,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_10/index_3505_seed_27465_dp_21_rank_42_sample_2_slot_0.mp4",
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+ "question": "handheld, stabilized, long shot, at a level angle, follows the surging stream of people pouring out of a subway station during the evening rush hour. The camera weaves through the throng, the cool urban light intermingling with the warm yellow lights from above and in store windows, casting shifting shadows on the faces of the hurried throng. Suddenly, a young delivery driver in a bright yellow jacket and carrying a square, insulated takeout container, attempts to overtake the crowd ahead. The hard corner of his container collides with a black, hard leather briefcase held by a middle-aged man in a suit and tie, making a dull thud. The two exchange a fleeting, impatient glance before being swept apart by the surging crowd. The camera does not linger here, but smoothly drifts to the right, sweeping across a moving background of dark coats and various backpacks, finally focusing on a programmer in a blue and gray flannel plaid shirt. He was carrying a bulging black nylon backpack. As he walked quickly, a brightly colored, slightly worn plastic pendant with a cartoon dinosaur hanging from the side pocket of the backpack swayed rhythmically from side to side. This childlike little object seemed out of place in the cold and hard commuting world composed of briefcases and takeout boxes, but it was extremely real, silently revealing the concrete and gentle imprint of life behind the picture, which combined commuting pressure and family responsibilities, creating a complex atmosphere of personal warmth glimpsed in public indifference.",
+ "token_credit_reward": 6.59375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a bustling urban scene with a handheld, stabilized camera following a moving subject through a crowd. It includes specific details about clothing, objects (briefcase, takeout container), lighting conditions (cool urban light with warm accents), and a sequence of actions involving a delivery driver and a middle-aged man, ending with a focus on a programmer and a dinosaur pendant. The overall intent is a dynamic, emotionally nuanced depiction of urban life.\n\nVisual Quality Analysis:\nAcross the frames, the footage shows moderate visual quality issues rather than extreme degradation. There is some motion blur and occasional softness, and color/contrast balance varies between shots. Lighting shifts are noticeable but do not render the scene unreadable. The result is a fair level of clarity with intermittent artifacts that affect viewing experience but do not completely obscure content. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is visible. The frames predominantly depict close-ups of backpacks and accessories with no clear evidence of the described crowd dynamics, the delivery-driver interaction, or the specified environment. The narrative elements—crowd movement, urban context, and the specific characters and actions—are not realized in the footage. Consequently, Text-to-Video Alignment is severely misaligned (score 1).\n\nPhysical/Common-sense Consistency:\nThe observed visuals maintain basic physical plausibility: items appear to rest naturally, lighting and shadows behave consistently, and there are no obvious violations of gravity or spatial logic. While the broader scene and interactions are missing, the visible elements adhere to common-sense expectations, supporting a relatively high score for physical consistency (4).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 1,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 2.421875,
+ "TA": 1.359375,
+ "MQ": 2.8125,
+ "Overall": 6.59375
+ }
+ }
+ ],
+ "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 bustling urban scene with a handheld, stabilized camera following a moving subject through a crowd. It includes specific details about clothing, objects (briefcase, takeout container), lighting conditions (cool urban light with warm accents), and a sequence of actions involving a delivery driver and a middle-aged man, ending with a focus on a programmer and a dinosaur pendant. The overall intent is a dynamic, emotionally nuanced depiction of urban life.\n\nVisual Quality Analysis:\nAcross the frames, the footage shows moderate visual quality issues rather than extreme degradation. There is some motion blur and occasional softness, and color/contrast balance varies between shots. Lighting shifts are noticeable but do not render the scene unreadable. The result is a fair level of clarity with intermittent artifacts that affect viewing experience but do not completely obscure content. Overall, Visual Quality aligns with a mid-range score.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and what is visible. The frames predominantly depict close-ups of backpacks and accessories with no clear evidence of the described crowd dynamics, the delivery-driver interaction, or the specified environment. The narrative elements—crowd movement, urban context, and the specific characters and actions—are not realized in the footage. Consequently, Text-to-Video Alignment is severely misaligned (score 1).\n\nPhysical/Common-sense Consistency:\nThe observed visuals maintain basic physical plausibility: items appear to rest naturally, lighting and shadows behave consistently, and there are no obvious violations of gravity or spatial logic. While the broader scene and interactions are missing, the visible elements adhere to common-sense expectations, supporting a relatively high score for physical consistency (4).\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
+ "prompt": "handheld, stabilized, long shot, at a level angle, follows the surging stream of people pouring out of a subway station during the evening rush hour. The camera weaves through the throng, the cool urban light intermingling with the warm yellow lights from above and in store windows, casting shifting shadows on the faces of the hurried throng. Suddenly, a young delivery driver in a bright yellow jacket and carrying a square, insulated takeout container, attempts to overtake the crowd ahead. The hard corner of his container collides with a black, hard leather briefcase held by a middle-aged man in a suit and tie, making a dull thud. The two exchange a fleeting, impatient glance before being swept apart by the surging crowd. The camera does not linger here, but smoothly drifts to the right, sweeping across a moving background of dark coats and various backpacks, finally focusing on a programmer in a blue and gray flannel plaid shirt. He was carrying a bulging black nylon backpack. As he walked quickly, a brightly colored, slightly worn plastic pendant with a cartoon dinosaur hanging from the side pocket of the backpack swayed rhythmically from side to side. This childlike little object seemed out of place in the cold and hard commuting world composed of briefcases and takeout boxes, but it was extremely real, silently revealing the concrete and gentle imprint of life behind the picture, which combined commuting pressure and family responsibilities, creating a complex atmosphere of personal warmth glimpsed in public indifference.",
+ "seed": 27466,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_10/index_3505_seed_27466_dp_21_rank_42_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 1.6796875,
+ "video_score2_ta": 2.125,
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+ "video_score2_overall": 6.75,
+ "avg": 6.7578125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "handheld, stabilized, long shot, at a level angle, follows the surging stream of people pouring out of a subway station during the evening rush hour. The camera weaves through the throng, the cool urban light intermingling with the warm yellow lights from above and in store windows, casting shifting shadows on the faces of the hurried throng. Suddenly, a young delivery driver in a bright yellow jacket and carrying a square, insulated takeout container, attempts to overtake the crowd ahead. The hard corner of his container collides with a black, hard leather briefcase held by a middle-aged man in a suit and tie, making a dull thud. The two exchange a fleeting, impatient glance before being swept apart by the surging crowd. The camera does not linger here, but smoothly drifts to the right, sweeping across a moving background of dark coats and various backpacks, finally focusing on a programmer in a blue and gray flannel plaid shirt. He was carrying a bulging black nylon backpack. As he walked quickly, a brightly colored, slightly worn plastic pendant with a cartoon dinosaur hanging from the side pocket of the backpack swayed rhythmically from side to side. This childlike little object seemed out of place in the cold and hard commuting world composed of briefcases and takeout boxes, but it was extremely real, silently revealing the concrete and gentle imprint of life behind the picture, which combined commuting pressure and family responsibilities, creating a complex atmosphere of personal warmth glimpsed in public indifference.",
+ "token_credit_reward": 6.75,
+ "selected_reward": 6.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene where a handheld, stabilized camera follows a young delivery driver in a bright yellow jacket through a crowded subway exit during evening rush hour. The driver attempts to navigate the crowd when his container's hard corner collides with a middle-aged man's leather briefcase. A brief exchange occurs as the crowd pushes past. Later, the camera moves to focus on a programmer in a blue and gray flannel shirt with a black backpack, and a small, colorful dinosaur pendant hangs from the backpack pocket, adding a whimsical element against the otherwise serious setting.\n\nVisual Quality Analysis:\nAcross the sequence, the overall visual quality is moderate. There are occasional motion blur and compression artifacts that reduce sharpness, and some frames show uneven lighting or color balance. While the footage remains legible and coherent, these issues prevent a high-fidelity presentation. Overall, Visual Quality aligns with a mid-range score (3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—crowd dynamics, the presence of a bright yellow-jacketed figure, and the later focus on a programmer with a backpack and a visible pendant. However, key narrative moments described in the prompt (the container-briefcase collision and the explicit interaction between the two individuals) are not clearly depicted, and the timing and progression of events do not consistently mirror the prompt’s storyline. The alignment is therefore moderate (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and crowd behavior, with natural-looking movement and interactions. Some minor inconsistencies exist in how actions unfold and how objects relate to characters, but nothing that breaks basic physical plausibility. Overall, Physical Consistency is acceptable but not flawless (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": 1.6796875,
+ "TA": 2.125,
+ "MQ": 2.953125,
+ "Overall": 6.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a scene where a handheld, stabilized camera follows a young delivery driver in a bright yellow jacket through a crowded subway exit during evening rush hour. The driver attempts to navigate the crowd when his container's hard corner collides with a middle-aged man's leather briefcase. A brief exchange occurs as the crowd pushes past. Later, the camera moves to focus on a programmer in a blue and gray flannel shirt with a black backpack, and a small, colorful dinosaur pendant hangs from the backpack pocket, adding a whimsical element against the otherwise serious setting.\n\nVisual Quality Analysis:\nAcross the sequence, the overall visual quality is moderate. There are occasional motion blur and compression artifacts that reduce sharpness, and some frames show uneven lighting or color balance. While the footage remains legible and coherent, these issues prevent a high-fidelity presentation. Overall, Visual Quality aligns with a mid-range score (3).\n\nText-to-Video Alignment Analysis:\nThe video captures several core elements of the prompt—crowd dynamics, the presence of a bright yellow-jacketed figure, and the later focus on a programmer with a backpack and a visible pendant. However, key narrative moments described in the prompt (the container-briefcase collision and the explicit interaction between the two individuals) are not clearly depicted, and the timing and progression of events do not consistently mirror the prompt’s storyline. The alignment is therefore moderate (3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible spatial relationships and crowd behavior, with natural-looking movement and interactions. Some minor inconsistencies exist in how actions unfold and how objects relate to characters, but nothing that breaks basic physical plausibility. Overall, Physical Consistency is acceptable but not flawless (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/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_11/index_tensor([6842, 6842])_group_11_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_11/index_tensor([6842, 6842])_group_11_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..e460a47a41d7fc3bfc975e1772cf63aa8d057409
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_11/index_tensor([6842, 6842])_group_11_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 15048,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_11/index_6842_seed_15048_dp_22_rank_44_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.578125,
+ "video_score2_ta": 3.421875,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.9375,
+ "avg": 8.9375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "sweeping, high-angle long shot, rendered in the vibrant and emotive style of a Pixar animated film, glides smoothly across a vast crystalline ice shelf, revealing a colony of captivating, stylized Adélie penguins. Each penguin, fluidly rendered with a plump body, classic black-and-white plumage, and large, expressive white eye rings, conveys a sense of innocent determination. Formed in a long, column beneath a bright, clear blue sky, the penguins waddle comically yet purposefully through the shimmering white snow toward the sculpted edge of the ice. Their synchronized, side-to-side movements create a rhythmic and humorous parade against a backdrop of soft purple shadows cast across the pristine ice. As the camera descends to follow the leader, it captures the moment they reach the precipice; one by one, they leap decisively, tucking their flippers into their bodies and arcing gracefully into the breathtakingly clear turquoise water below, creating a stylized, perfectly executed splash. The camera follows them, revealing their transformation into sleek, agile swimmers, swiftly and playfully chasing a dense, shimmering school of silver fish, their movements fluid and powerful as speckled sunlight penetrates the water, illuminating the joyous, energetic hunt and filling the entire scene with an air of warmth and adventure.",
+ "token_credit_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 sweeping, high-angle long shot in a Pixar-like style featuring Adélie penguins on a vast crystalline ice shelf, transitioning to water where they chase a dense school of fish. The description emphasizes fluid motion, expressive eyes, and a warm, adventurous mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The animation maintains a coherent look with decent resolution and consistent lighting, but there are noticeable issues that prevent a higher rating. Some frames show mild blur or compression artifacts, occasional color inconsistencies, and minor texture irregularities on the ice and water surfaces. While the rendering remains readable and stylistically faithful, these imperfections keep 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 captures the core elements: multiple penguins on an ice shelf, a transition to water, pursuit of fish, and a dynamic underwater sequence with a warm, adventurous tone. Minor deviations exist in exact species portrayal and some timing/pose details, but the major components and progression align well with the description.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The penguins’ movements and interactions feel plausible within the stylized context, and the ice-to-water transition reads as believable. However, there are occasional inconsistencies in scale, timing of motions, and water dynamics that prevent a higher level of realism or perfect coherence.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.578125,
+ "TA": 3.421875,
+ "MQ": 2.9375,
+ "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 sweeping, high-angle long shot in a Pixar-like style featuring Adélie penguins on a vast crystalline ice shelf, transitioning to water where they chase a dense school of fish. The description emphasizes fluid motion, expressive eyes, and a warm, adventurous mood.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The animation maintains a coherent look with decent resolution and consistent lighting, but there are noticeable issues that prevent a higher rating. Some frames show mild blur or compression artifacts, occasional color inconsistencies, and minor texture irregularities on the ice and water surfaces. While the rendering remains readable and stylistically faithful, these imperfections keep 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 captures the core elements: multiple penguins on an ice shelf, a transition to water, pursuit of fish, and a dynamic underwater sequence with a warm, adventurous tone. Minor deviations exist in exact species portrayal and some timing/pose details, but the major components and progression align well with the description.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical consistency is moderate (score 3). The penguins’ movements and interactions feel plausible within the stylized context, and the ice-to-water transition reads as believable. However, there are occasional inconsistencies in scale, timing of motions, and water dynamics that prevent a higher level of realism or perfect coherence.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "sweeping, high-angle long shot, rendered in the vibrant and emotive style of a Pixar animated film, glides smoothly across a vast crystalline ice shelf, revealing a colony of captivating, stylized Adélie penguins. Each penguin, fluidly rendered with a plump body, classic black-and-white plumage, and large, expressive white eye rings, conveys a sense of innocent determination. Formed in a long, column beneath a bright, clear blue sky, the penguins waddle comically yet purposefully through the shimmering white snow toward the sculpted edge of the ice. Their synchronized, side-to-side movements create a rhythmic and humorous parade against a backdrop of soft purple shadows cast across the pristine ice. As the camera descends to follow the leader, it captures the moment they reach the precipice; one by one, they leap decisively, tucking their flippers into their bodies and arcing gracefully into the breathtakingly clear turquoise water below, creating a stylized, perfectly executed splash. The camera follows them, revealing their transformation into sleek, agile swimmers, swiftly and playfully chasing a dense, shimmering school of silver fish, their movements fluid and powerful as speckled sunlight penetrates the water, illuminating the joyous, energetic hunt and filling the entire scene with an air of warmth and adventure.",
+ "seed": 15049,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_11/index_6842_seed_15049_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": 3.109375,
+ "video_score2_ta": 3.28125,
+ "video_score2_mq": 3.34375,
+ "video_score2_overall": 9.75,
+ "avg": 9.734375,
+ "reward_records": [
+ {
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, high-angle long shot in a Pixar-like style featuring a colony of Adélie penguins on a vast crystalline ice shelf, with a descent to the edge and a leap into turquoise water where they chase a dense school of silver fish. In practice, the video presents a coherent scene with penguins on ice and a downward camera motion, but several key moments described in the prompt are not fully realized. The fish are visible but not densely schooling, and the dramatic leap and subsequent underwater chase are not clearly depicted. Overall, the alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe visuals are solid and consistent with a polished 3D animation look. Resolution and detail are adequate, with smooth shading and cohesive lighting that supports a believable Arctic ambiance. There are no obvious artifacts or distortions, and the color palette remains coherent throughout. While the rendering is competent and professional, it does not push into exceptional realism or hyper-detailed textures, which aligns with a strong-but-not-perfect Visual Quality assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures the core elements—penguins on an ice shelf and a descending camera. However, several pivotal moments from the prompt are underrepresented: the precise leap into the water, the formation of a dense, shimmering school of fish, and the full underwater chase are not convincingly realized. The result is a moderate level of alignment overall, with some narrative gaps between description and execution.\n\nPhysical/Common-sense Consistency:\nPhysics and behavior appear plausible within the stylized context. Penguin locomotion on ice reads as natural, and the environmental interactions (lighting, reflections, and ice dynamics) are coherent. The scene maintains internal consistency without obvious contradictions, though the simplified animation style limits depth in dynamic realism.\n\nOverall assessment:\nThe video demonstrates solid technical execution and reasonable alignment with the prompt, achieving a balanced performance across all three dimensions. It shows competent rendering and storytelling, but lacks the full realization of certain dramatic moments and dense underwater activity described in the prompt.\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": 3.109375,
+ "TA": 3.28125,
+ "MQ": 3.34375,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, high-angle long shot in a Pixar-like style featuring a colony of Adélie penguins on a vast crystalline ice shelf, with a descent to the edge and a leap into turquoise water where they chase a dense school of silver fish. In practice, the video presents a coherent scene with penguins on ice and a downward camera motion, but several key moments described in the prompt are not fully realized. The fish are visible but not densely schooling, and the dramatic leap and subsequent underwater chase are not clearly depicted. Overall, the alignment is moderate rather than exact.\n\nVisual Quality Analysis:\nThe visuals are solid and consistent with a polished 3D animation look. Resolution and detail are adequate, with smooth shading and cohesive lighting that supports a believable Arctic ambiance. There are no obvious artifacts or distortions, and the color palette remains coherent throughout. While the rendering is competent and professional, it does not push into exceptional realism or hyper-detailed textures, which aligns with a strong-but-not-perfect Visual Quality assessment.\n\nText-to-Video Alignment Analysis:\nThe video captures the core elements—penguins on an ice shelf and a descending camera. However, several pivotal moments from the prompt are underrepresented: the precise leap into the water, the formation of a dense, shimmering school of fish, and the full underwater chase are not convincingly realized. The result is a moderate level of alignment overall, with some narrative gaps between description and execution.\n\nPhysical/Common-sense Consistency:\nPhysics and behavior appear plausible within the stylized context. Penguin locomotion on ice reads as natural, and the environmental interactions (lighting, reflections, and ice dynamics) are coherent. The scene maintains internal consistency without obvious contradictions, though the simplified animation style limits depth in dynamic realism.\n\nOverall assessment:\nThe video demonstrates solid technical execution and reasonable alignment with the prompt, achieving a balanced performance across all three dimensions. It shows competent rendering and storytelling, but lacks the full realization of certain dramatic moments and dense underwater activity described in the prompt.\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": 15050,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_11/index_6842_seed_15050_dp_23_rank_46_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 2.65625,
+ "video_score2_ta": 3.171875,
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+ "video_score2_overall": 8.75,
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+ "question": "sweeping, high-angle long shot, rendered in the vibrant and emotive style of a Pixar animated film, glides smoothly across a vast crystalline ice shelf, revealing a colony of captivating, stylized Adélie penguins. Each penguin, fluidly rendered with a plump body, classic black-and-white plumage, and large, expressive white eye rings, conveys a sense of innocent determination. Formed in a long, column beneath a bright, clear blue sky, the penguins waddle comically yet purposefully through the shimmering white snow toward the sculpted edge of the ice. Their synchronized, side-to-side movements create a rhythmic and humorous parade against a backdrop of soft purple shadows cast across the pristine ice. As the camera descends to follow the leader, it captures the moment they reach the precipice; one by one, they leap decisively, tucking their flippers into their bodies and arcing gracefully into the breathtakingly clear turquoise water below, creating a stylized, perfectly executed splash. The camera follows them, revealing their transformation into sleek, agile swimmers, swiftly and playfully chasing a dense, shimmering school of silver fish, their movements fluid and powerful as speckled sunlight penetrates the water, illuminating the joyous, energetic hunt and filling the entire scene with an air of warmth and adventure.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, high-angle long shot in a Pixar-like style featuring a colony of Adélie penguins on a vast crystalline ice shelf, with a descent to reveal the edge and a leap into turquoise water where they transform into agile swimmers pursuing a dense school of silver fish. The description remains the same, serving as the target reference for alignment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The animation maintains a coherent, stylized look with decent resolution and consistent lighting, but there are noticeable issues that prevent a higher rating. Some frames show mild motion blur during fast movement, occasional texture inconsistencies on the ice, and minor color grading variations. A few transitions feel slightly abrupt, and a handful of penguins exhibit minor anatomical or proportional quirks. These factors collectively keep the visual quality at a middle level rather than exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large group of penguins on an ice shelf, a high-angle perspective, a descent toward the edge, and a leap into water where the penguins transform into swimmers pursuing fish. The sequence and progression align well with the described events, and the overall narrative flow matches the prompt closely. Minor deviations exist in exact timing of the leap and some fine-grained details, but these do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics for an animated context, with believable water entry and swimming dynamics. However, there are occasional inconsistencies: some penguins display slightly awkward poses during the transition, and the interaction between the characters and the environment could be more tightly integrated. Overall, the behavior remains coherent within the stylized framework, without major logical breaks.\n\n\n(1) visual quality: 3\n(2) 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": 3.171875,
+ "MQ": 2.96875,
+ "Overall": 8.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, high-angle long shot in a Pixar-like style featuring a colony of Adélie penguins on a vast crystalline ice shelf, with a descent to reveal the edge and a leap into turquoise water where they transform into agile swimmers pursuing a dense school of silver fish. The description remains the same, serving as the target reference for alignment.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The animation maintains a coherent, stylized look with decent resolution and consistent lighting, but there are noticeable issues that prevent a higher rating. Some frames show mild motion blur during fast movement, occasional texture inconsistencies on the ice, and minor color grading variations. A few transitions feel slightly abrupt, and a handful of penguins exhibit minor anatomical or proportional quirks. These factors collectively keep the visual quality at a middle level rather than exceptional.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a large group of penguins on an ice shelf, a high-angle perspective, a descent toward the edge, and a leap into water where the penguins transform into swimmers pursuing fish. The sequence and progression align well with the described events, and the overall narrative flow matches the prompt closely. Minor deviations exist in exact timing of the leap and some fine-grained details, but these do not significantly detract from the alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally follows plausible physics for an animated context, with believable water entry and swimming dynamics. However, there are occasional inconsistencies: some penguins display slightly awkward poses during the transition, and the interaction between the characters and the environment could be more tightly integrated. Overall, the behavior remains coherent within the stylized framework, without major logical breaks.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "sweeping, high-angle long shot, rendered in the vibrant and emotive style of a Pixar animated film, glides smoothly across a vast crystalline ice shelf, revealing a colony of captivating, stylized Adélie penguins. Each penguin, fluidly rendered with a plump body, classic black-and-white plumage, and large, expressive white eye rings, conveys a sense of innocent determination. Formed in a long, column beneath a bright, clear blue sky, the penguins waddle comically yet purposefully through the shimmering white snow toward the sculpted edge of the ice. Their synchronized, side-to-side movements create a rhythmic and humorous parade against a backdrop of soft purple shadows cast across the pristine ice. As the camera descends to follow the leader, it captures the moment they reach the precipice; one by one, they leap decisively, tucking their flippers into their bodies and arcing gracefully into the breathtakingly clear turquoise water below, creating a stylized, perfectly executed splash. The camera follows them, revealing their transformation into sleek, agile swimmers, swiftly and playfully chasing a dense, shimmering school of silver fish, their movements fluid and powerful as speckled sunlight penetrates the water, illuminating the joyous, energetic hunt and filling the entire scene with an air of warmth and adventure.",
+ "seed": 15051,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_11/index_6842_seed_15051_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": 2.03125,
+ "video_score2_ta": 3.25,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 8.1875,
+ "avg": 8.1875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "sweeping, high-angle long shot, rendered in the vibrant and emotive style of a Pixar animated film, glides smoothly across a vast crystalline ice shelf, revealing a colony of captivating, stylized Adélie penguins. Each penguin, fluidly rendered with a plump body, classic black-and-white plumage, and large, expressive white eye rings, conveys a sense of innocent determination. Formed in a long, column beneath a bright, clear blue sky, the penguins waddle comically yet purposefully through the shimmering white snow toward the sculpted edge of the ice. Their synchronized, side-to-side movements create a rhythmic and humorous parade against a backdrop of soft purple shadows cast across the pristine ice. As the camera descends to follow the leader, it captures the moment they reach the precipice; one by one, they leap decisively, tucking their flippers into their bodies and arcing gracefully into the breathtakingly clear turquoise water below, creating a stylized, perfectly executed splash. The camera follows them, revealing their transformation into sleek, agile swimmers, swiftly and playfully chasing a dense, shimmering school of silver fish, their movements fluid and powerful as speckled sunlight penetrates the water, illuminating the joyous, energetic hunt and filling the entire scene with an air of warmth and adventure.",
+ "token_credit_reward": 8.1875,
+ "selected_reward": 8.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, high-angle long shot featuring stylized Adélie penguins on a vast crystalline ice shelf, transitioning to a water scene with a dense school of fish and a warm, adventurous mood. The video largely follows this arc but some details diverge in execution.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The animation maintains a coherent style and color palette, but there are noticeable issues that prevent a higher rating: occasional motion blur during fast movement, minor texture inconsistencies on the ice, and some frame-to-frame lighting shifts. The rendering remains readable and the scene is legible, but not exceptionally crisp or polished.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The major beats—ice shelf setting, transition to water, presence of fish, and the pursuit—are captured. However, certain stylistic nuances and pacing are not perfectly matched, resulting in small deviations from the exact prompt intent.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The penguins’ movements and interactions read as plausible within the stylized context, and the transition to swimming is believable. Some exaggerations typical of animation are present, but there are no glaring physics violations; the scene remains coherent and readable.\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": 2.03125,
+ "TA": 3.25,
+ "MQ": 2.90625,
+ "Overall": 8.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, high-angle long shot featuring stylized Adélie penguins on a vast crystalline ice shelf, transitioning to a water scene with a dense school of fish and a warm, adventurous mood. The video largely follows this arc but some details diverge in execution.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The animation maintains a coherent style and color palette, but there are noticeable issues that prevent a higher rating: occasional motion blur during fast movement, minor texture inconsistencies on the ice, and some frame-to-frame lighting shifts. The rendering remains readable and the scene is legible, but not exceptionally crisp or polished.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The major beats—ice shelf setting, transition to water, presence of fish, and the pursuit—are captured. However, certain stylistic nuances and pacing are not perfectly matched, resulting in small deviations from the exact prompt intent.\n\nPhysical/Common-sense Consistency Analysis:\nPhysical consistency is moderate (score 3). The penguins’ movements and interactions read as plausible within the stylized context, and the transition to swimming is believable. Some exaggerations typical of animation are present, but there are no glaring physics violations; the scene remains coherent and readable.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_12/index_tensor([5989, 5989])_group_12_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_12/index_tensor([5989, 5989])_group_12_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d6c304d837525e04eca731ed1cf9a356cbea13b
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_12/index_tensor([5989, 5989])_group_12_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "macro close-up, starting from a static, slightly high-angle perspective, focuses intensely on the intricate details of a head of lettuce. The outer leaves are a vibrant deep green, delicately ruffled at the edges. Their waxy surface is covered with countless tiny, spherical dewdrops that cling to the veins, trembling delicately, almost imperceptibly, in the morning breeze. Each droplet acts like a miniature lens, capturing and refracting the soft golden light of the early sun. The camera then begins a smooth, cautious shot to the right, slowly revealing the crisp, layered structure of the lettuce, transitioning from the dark outer leaves to the pale, almost luminous lime green of the tightly packed inner core. This movement reveals more of the complex, vibrant green structure, highlighting the vegetable's crisp texture and fresh, life-giving quality. All set against a soft, blurred backdrop of dark, fertile soil, creating an atmosphere of tranquility, serenity, and mouth-watering freshness.",
+ "seed": 22419,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_12/index_5989_seed_22419_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": 3.828125,
+ "video_score2_ta": 3.359375,
+ "video_score2_mq": 4.125,
+ "video_score2_overall": 11.3125,
+ "avg": 11.3125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "macro close-up, starting from a static, slightly high-angle perspective, focuses intensely on the intricate details of a head of lettuce. The outer leaves are a vibrant deep green, delicately ruffled at the edges. Their waxy surface is covered with countless tiny, spherical dewdrops that cling to the veins, trembling delicately, almost imperceptibly, in the morning breeze. Each droplet acts like a miniature lens, capturing and refracting the soft golden light of the early sun. The camera then begins a smooth, cautious shot to the right, slowly revealing the crisp, layered structure of the lettuce, transitioning from the dark outer leaves to the pale, almost luminous lime green of the tightly packed inner core. This movement reveals more of the complex, vibrant green structure, highlighting the vegetable's crisp texture and fresh, life-giving quality. All set against a soft, blurred backdrop of dark, fertile soil, creating an atmosphere of tranquility, serenity, and mouth-watering freshness.",
+ "token_credit_reward": 11.3125,
+ "selected_reward": 11.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a macro close-up of a head of lettuce, starting from a relatively high angle, focusing on the intricate details of the outer leaves with their vibrant deep green color, delicate ruffles, waxy surface, and numerous tiny spherical dewdrops. It mentions a smooth, cautious shot to the right, revealing the crisp, layered structure and transitioning from dark outer leaves to pale, almost luminous lime-green inner cores, with a soft, blurred backdrop of dark, fertile soil and an atmosphere of tranquility and freshness.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality. The lettuce is clearly visible with good detail, and the dewdrops are well-rendered. Lighting is generally consistent across frames, and the depth-of-field effect is convincing, keeping the subject sharp while the background remains softly blurred. There are no major distortions or artifacts, and transitions between frames are smooth. However, there are minor imperfections (e.g., occasional slight color variation and very subtle noise in some frames) that prevent a perfect top score. In sum, Visual Quality is strong but not flawless.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: macro close-up, high-angle start, focus on leaf details, vibrant greens, delicate ruffles, waxy surface, and visible dewdrops. The sequence progresses smoothly to reveal the layered structure and the transition from dark outer leaves to lighter inner ones, with a soft, blurred background and an overall tranquil mood. Alignment is strong and faithful to the prompt, though a few nuanced aspects (such as the exact timing of the transition and the micro-behavior of dewdrops under breeze) are not perfectly captured, leaving room for minor deviations.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: dewdrops remain attached to the leaves, lighting and shading are coherent with a morning setting, and the overall motion is gentle and believable. There are no obvious violations of common-sense physics. A few micro-details could be refined, but they do not undermine overall realism.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 4\nDim-3 Physical Consistency: 4\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 4,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.828125,
+ "TA": 3.359375,
+ "MQ": 4.125,
+ "Overall": 11.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a macro close-up of a head of lettuce, starting from a relatively high angle, focusing on the intricate details of the outer leaves with their vibrant deep green color, delicate ruffles, waxy surface, and numerous tiny spherical dewdrops. It mentions a smooth, cautious shot to the right, revealing the crisp, layered structure and transitioning from dark outer leaves to pale, almost luminous lime-green inner cores, with a soft, blurred backdrop of dark, fertile soil and an atmosphere of tranquility and freshness.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality. The lettuce is clearly visible with good detail, and the dewdrops are well-rendered. Lighting is generally consistent across frames, and the depth-of-field effect is convincing, keeping the subject sharp while the background remains softly blurred. There are no major distortions or artifacts, and transitions between frames are smooth. However, there are minor imperfections (e.g., occasional slight color variation and very subtle noise in some frames) that prevent a perfect top score. In sum, Visual Quality is strong but not flawless.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: macro close-up, high-angle start, focus on leaf details, vibrant greens, delicate ruffles, waxy surface, and visible dewdrops. The sequence progresses smoothly to reveal the layered structure and the transition from dark outer leaves to lighter inner ones, with a soft, blurred background and an overall tranquil mood. Alignment is strong and faithful to the prompt, though a few nuanced aspects (such as the exact timing of the transition and the micro-behavior of dewdrops under breeze) are not perfectly captured, leaving room for minor deviations.\n\nPhysical Consistency / Common-sense:\nThe scene adheres to plausible physical behavior: dewdrops remain attached to the leaves, lighting and shading are coherent with a morning setting, and the overall motion is gentle and believable. There are no obvious violations of common-sense physics. A few micro-details could be refined, but they do not undermine overall realism.\n\nGround-truth scores:\nDim-1 Visual Quality: 4\nDim-2 Text-to-Video Alignment: 4\nDim-3 Physical Consistency: 4\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
+ },
+ {
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+ "seed": 22420,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_12/index_5989_seed_22420_dp_24_rank_48_sample_1_slot_1.mp4",
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+ "video_score2_ta": 3.5625,
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+ "video_score2_overall": 11.4375,
+ "avg": 11.453125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "macro close-up, starting from a static, slightly high-angle perspective, focuses intensely on the intricate details of a head of lettuce. The outer leaves are a vibrant deep green, delicately ruffled at the edges. Their waxy surface is covered with countless tiny, spherical dewdrops that cling to the veins, trembling delicately, almost imperceptibly, in the morning breeze. Each droplet acts like a miniature lens, capturing and refracting the soft golden light of the early sun. The camera then begins a smooth, cautious shot to the right, slowly revealing the crisp, layered structure of the lettuce, transitioning from the dark outer leaves to the pale, almost luminous lime green of the tightly packed inner core. This movement reveals more of the complex, vibrant green structure, highlighting the vegetable's crisp texture and fresh, life-giving quality. All set against a soft, blurred backdrop of dark, fertile soil, creating an atmosphere of tranquility, serenity, and mouth-watering freshness.",
+ "token_credit_reward": 11.4375,
+ "selected_reward": 11.4375,
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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 macro close-up of a head of lettuce, starting from a relatively high angle, focusing on the intricate details of the outer leaves with their vibrant deep green color, delicate ruffles, waxy surface, and numerous tiny dewdrops. It mentions a smooth, cautious shot to the right, revealing the crisp, layered structure as the camera transitions from dark outer leaves to the pale, almost luminous lime-green inner core, with a soft, blurred backdrop of dark, fertile soil and an atmosphere of tranquility and freshness.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality. The lettuce is clearly visible with good detail, and the dewdrops are well-rendered. The lighting is warm and consistent, and the background blur helps emphasize the subject. There are no major distortions or artifacts, and the sequence remains stable across frames. However, there are minor imperfections (e.g., occasional slight softness or very subtle noise) that prevent a perfect top score. In sum, Visual Quality is strong but not flawless.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: macro close-up, high-angle start, focus on leaf details, vibrant greens, delicate ruffles, waxy surface, and visible dewdrops. The rightward camera movement and the transition from darker outer leaves to lighter inner ones are present. A few nuanced aspects—such as the exact timing of the transition and the perceived weight of the dewdrops—are not perfectly matched, resulting in a strong but not perfect alignment.\n\nPhysical Consistency (Common-sense):\nThe scene adheres to plausible physical behavior: dewdrops remain attached to the leaves under gentle motion, lighting remains coherent with a morning setting, and the overall structure appears botanically reasonable. There are minor deviations in micro-dynamics or lighting nuances, but they do not undermine overall realism. Overall, Physical Consistency is solid.\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": 3.765625,
+ "TA": 3.5625,
+ "MQ": 4.125,
+ "Overall": 11.4375
+ }
+ }
+ ],
+ "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 macro close-up of a head of lettuce, starting from a relatively high angle, focusing on the intricate details of the outer leaves with their vibrant deep green color, delicate ruffles, waxy surface, and numerous tiny dewdrops. It mentions a smooth, cautious shot to the right, revealing the crisp, layered structure as the camera transitions from dark outer leaves to the pale, almost luminous lime-green inner core, with a soft, blurred backdrop of dark, fertile soil and an atmosphere of tranquility and freshness.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality. The lettuce is clearly visible with good detail, and the dewdrops are well-rendered. The lighting is warm and consistent, and the background blur helps emphasize the subject. There are no major distortions or artifacts, and the sequence remains stable across frames. However, there are minor imperfections (e.g., occasional slight softness or very subtle noise) that prevent a perfect top score. In sum, Visual Quality is strong but not flawless.\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: macro close-up, high-angle start, focus on leaf details, vibrant greens, delicate ruffles, waxy surface, and visible dewdrops. The rightward camera movement and the transition from darker outer leaves to lighter inner ones are present. A few nuanced aspects—such as the exact timing of the transition and the perceived weight of the dewdrops—are not perfectly matched, resulting in a strong but not perfect alignment.\n\nPhysical Consistency (Common-sense):\nThe scene adheres to plausible physical behavior: dewdrops remain attached to the leaves under gentle motion, lighting remains coherent with a morning setting, and the overall structure appears botanically reasonable. There are minor deviations in micro-dynamics or lighting nuances, but they do not undermine overall realism. Overall, Physical Consistency is solid.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 4"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a macro close-up of a head of lettuce, starting from a relatively high angle, focusing on the intricate details of the outer leaves with their vibrant deep green color, delicate ruffles, waxy surface, and numerous tiny spherical dewdrops. It mentions a smooth, cautious shot to the right, revealing the crisp, layered structure, moving from dark outer leaves to pale, almost luminous lime-green inner core, with a soft, blurred backdrop of dark, fertile soil and an atmosphere of tranquility and freshness.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the lettuce with visible water droplets and good texture detail. Lighting remains consistent across shots, and the background blur helps focus attention on the subject. However, there are occasional minor inconsistencies in sharpness and color balance between frames, preventing a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a macro close-up of a lettuce head with a high-angle start and a smooth rightward reveal. The outer leaves’ deep green color, delicate ruffles, and waxy surface with droplets are well captured. The transition from dark outer leaves to lighter inner ones is evident. The only notable deviation is the absence of the explicit “soft, blurred backdrop of dark, fertile soil,” which constitutes a minor mismatch but does not significantly detract from the overall alignment.\n\nPhysical Consistency Assessment:\nPhysical realism is solid (score 4). The lettuce anatomy, leaf arrangement, and the behavior of water droplets under light appear plausible. The lighting and shadows are coherent with a natural scene, and the motion remains smooth without obvious physical implausibilities. The missing soil backdrop is a minor contextual gap rather than a physical inconsistency.\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": 3.578125,
+ "TA": 3.09375,
+ "MQ": 3.53125,
+ "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 macro close-up of a head of lettuce, starting from a relatively high angle, focusing on the intricate details of the outer leaves with their vibrant deep green color, delicate ruffles, waxy surface, and numerous tiny spherical dewdrops. It mentions a smooth, cautious shot to the right, revealing the crisp, layered structure, moving from dark outer leaves to pale, almost luminous lime-green inner core, with a soft, blurred backdrop of dark, fertile soil and an atmosphere of tranquility and freshness.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the lettuce with visible water droplets and good texture detail. Lighting remains consistent across shots, and the background blur helps focus attention on the subject. However, there are occasional minor inconsistencies in sharpness and color balance between frames, preventing a higher rating.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video presents a macro close-up of a lettuce head with a high-angle start and a smooth rightward reveal. The outer leaves’ deep green color, delicate ruffles, and waxy surface with droplets are well captured. The transition from dark outer leaves to lighter inner ones is evident. The only notable deviation is the absence of the explicit “soft, blurred backdrop of dark, fertile soil,” which constitutes a minor mismatch but does not significantly detract from the overall alignment.\n\nPhysical Consistency Assessment:\nPhysical realism is solid (score 4). The lettuce anatomy, leaf arrangement, and the behavior of water droplets under light appear plausible. The lighting and shadows are coherent with a natural scene, and the motion remains smooth without obvious physical implausibilities. The missing soil backdrop is a minor contextual gap rather than a physical inconsistency.\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": "macro close-up, starting from a static, slightly high-angle perspective, focuses intensely on the intricate details of a head of lettuce. The outer leaves are a vibrant deep green, delicately ruffled at the edges. Their waxy surface is covered with countless tiny, spherical dewdrops that cling to the veins, trembling delicately, almost imperceptibly, in the morning breeze. Each droplet acts like a miniature lens, capturing and refracting the soft golden light of the early sun. The camera then begins a smooth, cautious shot to the right, slowly revealing the crisp, layered structure of the lettuce, transitioning from the dark outer leaves to the pale, almost luminous lime green of the tightly packed inner core. This movement reveals more of the complex, vibrant green structure, highlighting the vegetable's crisp texture and fresh, life-giving quality. All set against a soft, blurred backdrop of dark, fertile soil, creating an atmosphere of tranquility, serenity, and mouth-watering freshness.",
+ "seed": 22422,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_12/index_5989_seed_22422_dp_25_rank_50_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 12,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.84375,
+ "video_score2_ta": 3.25,
+ "video_score2_mq": 4.0,
+ "video_score2_overall": 11.125,
+ "avg": 11.09375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "macro close-up, starting from a static, slightly high-angle perspective, focuses intensely on the intricate details of a head of lettuce. The outer leaves are a vibrant deep green, delicately ruffled at the edges. Their waxy surface is covered with countless tiny, spherical dewdrops that cling to the veins, trembling delicately, almost imperceptibly, in the morning breeze. Each droplet acts like a miniature lens, capturing and refracting the soft golden light of the early sun. The camera then begins a smooth, cautious shot to the right, slowly revealing the crisp, layered structure of the lettuce, transitioning from the dark outer leaves to the pale, almost luminous lime green of the tightly packed inner core. This movement reveals more of the complex, vibrant green structure, highlighting the vegetable's crisp texture and fresh, life-giving quality. All set against a soft, blurred backdrop of dark, fertile soil, creating an atmosphere of tranquility, serenity, and mouth-watering freshness.",
+ "token_credit_reward": 11.125,
+ "selected_reward": 11.125,
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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 describes a macro close-up focusing on a head of lettuce, starting from a relatively high angle, emphasizing the intricate details of the outer leaves with their waxy surface and numerous tiny dewdrops. It mentions a smooth, cautious rightward camera movement revealing the crisp, layered structure and a transition from dark outer leaves to pale, almost luminous inner cores, all set against a soft, blurred backdrop of dark, fertile soil to convey tranquility and freshness.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality with clear macro detail and convincing water droplets on the leaf surface. The lighting is generally consistent across frames, and the depth-of-field effect is well-executed, keeping the subject sharp while the background remains softly blurred. There are no major distortions or artifacts, and the sequence maintains stable framing. However, there are occasional minor inconsistencies in lighting and slight fluctuations in droplet positioning between frames, which prevent a perfect top-tier score. In sum, Visual Quality is strong but not flawless (roughly 4/5).\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: it delivers a macro close-up of a lettuce head with a high-angle start and a focus on the outer leaves’ texture and dewdrops. The general progression—moving from the left side toward the right, revealing the layered structure, and the transition from darker outer leaves to lighter inner ones—is present. Some nuanced aspects, such as the exact timing of the shift to the right and the precise depiction of the innermost, palest leaves, are not perfectly synchronized with every moment of the description. Overall, alignment is good but not perfect (roughly 3/5).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: water droplets rest naturally on the leaf surface, the leaf textures appear authentic, and the lighting supports a realistic look. The motion and interactions feel coherent with real-world expectations. There are minor deviations in micro-details (e.g., slight variations in droplet shape or spacing) that do not break realism but prevent a perfect match. Overall, Physical/Common-sense Consistency is solid but not flawless (roughly 4/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.84375,
+ "TA": 3.25,
+ "MQ": 4.0,
+ "Overall": 11.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a macro close-up focusing on a head of lettuce, starting from a relatively high angle, emphasizing the intricate details of the outer leaves with their waxy surface and numerous tiny dewdrops. It mentions a smooth, cautious rightward camera movement revealing the crisp, layered structure and a transition from dark outer leaves to pale, almost luminous inner cores, all set against a soft, blurred backdrop of dark, fertile soil to convey tranquility and freshness.\n\nVisual Quality Assessment:\nOverall, the video presents solid visual quality with clear macro detail and convincing water droplets on the leaf surface. The lighting is generally consistent across frames, and the depth-of-field effect is well-executed, keeping the subject sharp while the background remains softly blurred. There are no major distortions or artifacts, and the sequence maintains stable framing. However, there are occasional minor inconsistencies in lighting and slight fluctuations in droplet positioning between frames, which prevent a perfect top-tier score. In sum, Visual Quality is strong but not flawless (roughly 4/5).\n\nText-to-Video Alignment Assessment:\nThe video largely aligns with the prompt: it delivers a macro close-up of a lettuce head with a high-angle start and a focus on the outer leaves’ texture and dewdrops. The general progression—moving from the left side toward the right, revealing the layered structure, and the transition from darker outer leaves to lighter inner ones—is present. Some nuanced aspects, such as the exact timing of the shift to the right and the precise depiction of the innermost, palest leaves, are not perfectly synchronized with every moment of the description. Overall, alignment is good but not perfect (roughly 3/5).\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: water droplets rest naturally on the leaf surface, the leaf textures appear authentic, and the lighting supports a realistic look. The motion and interactions feel coherent with real-world expectations. There are minor deviations in micro-details (e.g., slight variations in droplet shape or spacing) that do not break realism but prevent a perfect match. Overall, Physical/Common-sense Consistency is solid but not flawless (roughly 4/5).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_13/index_tensor([7720, 7720])_group_13_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_13/index_tensor([7720, 7720])_group_13_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a0cdfe05c1c14860ae0eb80b028c33c01f62975
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_13/index_tensor([7720, 7720])_group_13_rewards.json
@@ -0,0 +1,10210 @@
+[
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+ "seed": 12101,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_13/index_7720_seed_12101_dp_26_rank_52_sample_0_slot_0.mp4",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, upward shot from the ground, rapid downward tilt, a sleek fighter jet with a gunmetal-gray fuselage and swept wings, a cloudless blue sky with a bright sun, sharp highlights on the fuselage and cockpit canopy, a sudden dive into near vertical motion, a thick white vapor trail, and a dynamic, high-energy sequence emphasizing speed and precision of modern aviation technology.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional softness and minor artifacts that prevent a higher rating. The aircraft remains recognizable across frames, though some frames exhibit slight blur or compression effects. The sky gradient and lighting are generally coherent, and the white vapor trail is present, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a sleek fighter jet with a gray fuselage and swept wings, a cloudless blue sky, visible cockpit canopy, and a white vapor trail during the dive. The camera motion suggests a rapid downward tilt consistent with the prompt. Some aspects such as the exact moment of the dive and the intensity of the trail are not perfectly synchronized, but the major components align well.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical realism is moderate (score 3). The jet’s proportions and flight dynamics appear plausible, and the vapor trail behaves in a believable manner. However, there are minor inconsistencies in lighting interactions and motion cues that prevent a higher level of realism. Overall, the scene maintains credible physical behavior without obvious violations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.28125,
+ "TA": 2.734375,
+ "MQ": 3.265625,
+ "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 sweeping, upward shot from the ground, rapid downward tilt, a sleek fighter jet with a gunmetal-gray fuselage and swept wings, a cloudless blue sky with a bright sun, sharp highlights on the fuselage and cockpit canopy, a sudden dive into near vertical motion, a thick white vapor trail, and a dynamic, high-energy sequence emphasizing speed and precision of modern aviation technology.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and color, but there are occasional softness and minor artifacts that prevent a higher rating. The aircraft remains recognizable across frames, though some frames exhibit slight blur or compression effects. The sky gradient and lighting are generally coherent, and the white vapor trail is present, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a sleek fighter jet with a gray fuselage and swept wings, a cloudless blue sky, visible cockpit canopy, and a white vapor trail during the dive. The camera motion suggests a rapid downward tilt consistent with the prompt. Some aspects such as the exact moment of the dive and the intensity of the trail are not perfectly synchronized, but the major components align well.\n\nPhysical/Common-sense Consistency Assessment:\nPhysical realism is moderate (score 3). The jet’s proportions and flight dynamics appear plausible, and the vapor trail behaves in a believable manner. However, there are minor inconsistencies in lighting interactions and motion cues that prevent a higher level of realism. Overall, the scene maintains credible physical behavior without obvious violations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "sweeping, upward shot from the ground, the camera rapidly tilts downward, tracking at breathtaking speed a sleek fighter jet with a gunmetal-gray fuselage and swept wings. Against a cloudless blue sky, the glaring sun beats down high in the sky, casting sharp highlights on the jet's sleek fuselage and illuminating the cockpit canopy. It suddenly breaks level flight and dives downward in a near-vertical, decisive motion, leaving behind a thick, brilliant white trail. This vapor contrail, like a sharp chalk line, instantly slashes the tranquil blue canvas, creating a stark contrast against the deep blue background and emphasizing the fighter's incredible descent speed and immense thrust. The entire scene is filled with a heart-pounding sense of dynamism and raw power, showcasing the awe-inspiring speed and precision of modern aviation technology.",
+ "seed": 12102,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_13/index_7720_seed_12102_dp_26_rank_52_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 2.859375,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 9.0,
+ "avg": 8.96875,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "sweeping, upward shot from the ground, the camera rapidly tilts downward, tracking at breathtaking speed a sleek fighter jet with a gunmetal-gray fuselage and swept wings. Against a cloudless blue sky, the glaring sun beats down high in the sky, casting sharp highlights on the jet's sleek fuselage and illuminating the cockpit canopy. It suddenly breaks level flight and dives downward in a near-vertical, decisive motion, leaving behind a thick, brilliant white trail. This vapor contrail, like a sharp chalk line, instantly slashes the tranquil blue canvas, creating a stark contrast against the deep blue background and emphasizing the fighter's incredible descent speed and immense thrust. The entire scene is filled with a heart-pounding sense of dynamism and raw power, showcasing the awe-inspiring speed and precision of modern aviation technology.",
+ "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, upward shot from the ground, rapid downward tilt, a sleek fighter jet with a gunmetal-gray fuselage and swept wings, a cloudless blue sky, a bright sun, sharp highlights on the fuselage and cockpit canopy, a sudden dive into near vertical motion, a thick white vapor trail, and a dynamic, high-energy sequence. The video captures several elements but does not fully realize the dramatic, high-speed dive and intense lighting described.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and color, with some softness and occasional compression artifacts that reduce crispness. The jet remains identifiable across shots, though fine surface details and edge definition are not consistently sharp. Lighting and contrast are generally stable, and there are no major distortions or abrupt frame-to-frame changes. The sequence reads as acceptable rather than high-fidelity visuals.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes recognizable elements such as a fighter jet, gray/gunmetal fuselage, and a blue sky with some light effects. However, key aspects of the prompt — notably a rapid, near-vertical dive, a pronounced white vapor trail, and strong, dynamic lighting cues — are underrepresented. The overall motion impression is more horizontal or steady rather than the intended dramatic descent, resulting in partial alignment with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The aircraft maintains plausible proportions and flight dynamics, with believable lighting and environmental interaction. There are no obvious physics violations, and the scene adheres to common-sense expectations for a jet in level or gentle descent. Some minor inconsistencies in motion cues or environmental interaction exist, but they do not undermine overall realism.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0625,
+ "TA": 2.859375,
+ "MQ": 3.046875,
+ "Overall": 9.0
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping, upward shot from the ground, rapid downward tilt, a sleek fighter jet with a gunmetal-gray fuselage and swept wings, a cloudless blue sky, a bright sun, sharp highlights on the fuselage and cockpit canopy, a sudden dive into near vertical motion, a thick white vapor trail, and a dynamic, high-energy sequence. The video captures several elements but does not fully realize the dramatic, high-speed dive and intense lighting described.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and color, with some softness and occasional compression artifacts that reduce crispness. The jet remains identifiable across shots, though fine surface details and edge definition are not consistently sharp. Lighting and contrast are generally stable, and there are no major distortions or abrupt frame-to-frame changes. The sequence reads as acceptable rather than high-fidelity visuals.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes recognizable elements such as a fighter jet, gray/gunmetal fuselage, and a blue sky with some light effects. However, key aspects of the prompt — notably a rapid, near-vertical dive, a pronounced white vapor trail, and strong, dynamic lighting cues — are underrepresented. The overall motion impression is more horizontal or steady rather than the intended dramatic descent, resulting in partial alignment with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The aircraft maintains plausible proportions and flight dynamics, with believable lighting and environmental interaction. There are no obvious physics violations, and the scene adheres to common-sense expectations for a jet in level or gentle descent. Some minor inconsistencies in motion cues or environmental interaction exist, but they do not undermine overall realism.\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": 12103,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_13/index_7720_seed_12103_dp_27_rank_54_sample_2_slot_0.mp4",
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+ "video_score2_vq": 2.59375,
+ "video_score2_ta": 2.9375,
+ "video_score2_mq": 2.921875,
+ "video_score2_overall": 8.4375,
+ "avg": 8.453125,
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+ "question": "sweeping, upward shot from the ground, the camera rapidly tilts downward, tracking at breathtaking speed a sleek fighter jet with a gunmetal-gray fuselage and swept wings. Against a cloudless blue sky, the glaring sun beats down high in the sky, casting sharp highlights on the jet's sleek fuselage and illuminating the cockpit canopy. It suddenly breaks level flight and dives downward in a near-vertical, decisive motion, leaving behind a thick, brilliant white trail. This vapor contrail, like a sharp chalk line, instantly slashes the tranquil blue canvas, creating a stark contrast against the deep blue background and emphasizing the fighter's incredible descent speed and immense thrust. The entire scene is filled with a heart-pounding sense of dynamism and raw power, showcasing the awe-inspiring speed and precision of modern aviation technology.",
+ "token_credit_reward": 8.4375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping upward shot from the ground, rapid downward tilt, a sleek fighter jet with a gunmetal-gray fuselage and swept wings, a cloudless blue sky, bright sun, sharp highlights on the fuselage and cockpit canopy, a sudden vertical dive with a white vapor trail, and a dynamic, high-speed descent. The video captures several elements but does not fully realize the dramatic sequence described.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and recognizable aircraft features, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or compression artifacts, occasional color inconsistencies, and inconsistent lighting across shots. The motion appears reasonably smooth, yet the overall polish is not on par with top-tier visuals.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes a fighter jet, a gray fuselage, and a blue sky, which aligns with parts of the description. However, key elements such as a pronounced upward initial sweep, a clearly visible rapid downward tilt, a distinct white vapor trail, and a decisive vertical dive are not convincingly depicted. The sequence reads more as a standard flight segment rather than the dramatic aerial maneuver implied by the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The aircraft proportions and lighting appear plausible, and the scene maintains believable physics for a jet in level flight. Yet the absence of the expected dynamic maneuvers and the lack of a visible contrail reduce the perceived realism of the intended high-speed dive scenario. Overall, the depiction remains technically coherent but does not fully satisfy the implied aerodynamic dynamics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.59375,
+ "TA": 2.9375,
+ "MQ": 2.921875,
+ "Overall": 8.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping upward shot from the ground, rapid downward tilt, a sleek fighter jet with a gunmetal-gray fuselage and swept wings, a cloudless blue sky, bright sun, sharp highlights on the fuselage and cockpit canopy, a sudden vertical dive with a white vapor trail, and a dynamic, high-speed descent. The video captures several elements but does not fully realize the dramatic sequence described.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and recognizable aircraft features, but there are noticeable issues that prevent a higher rating. Some frames exhibit mild blur or compression artifacts, occasional color inconsistencies, and inconsistent lighting across shots. The motion appears reasonably smooth, yet the overall polish is not on par with top-tier visuals.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes a fighter jet, a gray fuselage, and a blue sky, which aligns with parts of the description. However, key elements such as a pronounced upward initial sweep, a clearly visible rapid downward tilt, a distinct white vapor trail, and a decisive vertical dive are not convincingly depicted. The sequence reads more as a standard flight segment rather than the dramatic aerial maneuver implied by the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The aircraft proportions and lighting appear plausible, and the scene maintains believable physics for a jet in level flight. Yet the absence of the expected dynamic maneuvers and the lack of a visible contrail reduce the perceived realism of the intended high-speed dive scenario. Overall, the depiction remains technically coherent but does not fully satisfy the implied aerodynamic dynamics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "sweeping, upward shot from the ground, the camera rapidly tilts downward, tracking at breathtaking speed a sleek fighter jet with a gunmetal-gray fuselage and swept wings. Against a cloudless blue sky, the glaring sun beats down high in the sky, casting sharp highlights on the jet's sleek fuselage and illuminating the cockpit canopy. It suddenly breaks level flight and dives downward in a near-vertical, decisive motion, leaving behind a thick, brilliant white trail. This vapor contrail, like a sharp chalk line, instantly slashes the tranquil blue canvas, creating a stark contrast against the deep blue background and emphasizing the fighter's incredible descent speed and immense thrust. The entire scene is filled with a heart-pounding sense of dynamism and raw power, showcasing the awe-inspiring speed and precision of modern aviation technology.",
+ "seed": 12104,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_13/index_7720_seed_12104_dp_27_rank_54_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 13,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.953125,
+ "video_score2_ta": 2.515625,
+ "video_score2_mq": 3.078125,
+ "video_score2_overall": 8.5625,
+ "avg": 8.546875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "sweeping, upward shot from the ground, the camera rapidly tilts downward, tracking at breathtaking speed a sleek fighter jet with a gunmetal-gray fuselage and swept wings. Against a cloudless blue sky, the glaring sun beats down high in the sky, casting sharp highlights on the jet's sleek fuselage and illuminating the cockpit canopy. It suddenly breaks level flight and dives downward in a near-vertical, decisive motion, leaving behind a thick, brilliant white trail. This vapor contrail, like a sharp chalk line, instantly slashes the tranquil blue canvas, creating a stark contrast against the deep blue background and emphasizing the fighter's incredible descent speed and immense thrust. The entire scene is filled with a heart-pounding sense of dynamism and raw power, showcasing the awe-inspiring speed and precision of modern aviation technology.",
+ "token_credit_reward": 8.5625,
+ "selected_reward": 8.5625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping upward shot from the ground, rapid downward tilt, a sleek fighter jet with a gunmetal-gray fuselage and swept wings, a cloudless blue sky, bright sun, sharp highlights on the fuselage and cockpit canopy, a sudden dive into near vertical motion, a thick white vapor trail, and a dynamic, powerful scene of modern aviation technology.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable limitations that prevent a higher rating. Some frames exhibit mild softness or compression artifacts, and while lighting remains generally stable, occasional exposure inconsistencies reduce overall crispness. The sequence remains coherent and the jet is identifiable across frames, but the imagery does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes a fighter jet with a gray fuselage and visible wings, and a sky backdrop consistent with the prompt. However several key elements are missing or underrepresented: there is no evident ground-based sweeping upward shot, no rapid downward tilt, no pronounced sun glare, and no clearly depicted breaking level flight or near vertical dive. The white vapor trail is present but not emphasized as a dramatic feature. Overall, the video captures some aspects of the prompt but misses important dynamic and atmospheric details.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The jet’s proportions and the sky environment appear plausible, and the general motion cues align with basic aerodynamics. Yet the absence of the dramatic maneuvers described in the prompt reduces the perceived realism of the flight dynamics, resulting in only moderate alignment 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": 2.953125,
+ "TA": 2.515625,
+ "MQ": 3.078125,
+ "Overall": 8.5625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a sweeping upward shot from the ground, rapid downward tilt, a sleek fighter jet with a gunmetal-gray fuselage and swept wings, a cloudless blue sky, bright sun, sharp highlights on the fuselage and cockpit canopy, a sudden dive into near vertical motion, a thick white vapor trail, and a dynamic, powerful scene of modern aviation technology.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent detail and color, but there are noticeable limitations that prevent a higher rating. Some frames exhibit mild softness or compression artifacts, and while lighting remains generally stable, occasional exposure inconsistencies reduce overall crispness. The sequence remains coherent and the jet is identifiable across frames, but the imagery does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is partial (score 3). The video includes a fighter jet with a gray fuselage and visible wings, and a sky backdrop consistent with the prompt. However several key elements are missing or underrepresented: there is no evident ground-based sweeping upward shot, no rapid downward tilt, no pronounced sun glare, and no clearly depicted breaking level flight or near vertical dive. The white vapor trail is present but not emphasized as a dramatic feature. Overall, the video captures some aspects of the prompt but misses important dynamic and atmospheric details.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The jet’s proportions and the sky environment appear plausible, and the general motion cues align with basic aerodynamics. Yet the absence of the dramatic maneuvers described in the prompt reduces the perceived realism of the flight dynamics, resulting in only moderate alignment 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_14/index_tensor([6117, 6117])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_14/index_tensor([6117, 6117])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fb95e6f5c84a95f7b9ac12be17bbc80b390c4cd
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_14/index_tensor([6117, 6117])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "powerful, dynamic, swooping shot, captured from a high-speed drone perspective, dramatically weaves through the glassy skyscrapers of Seoul's Gangnam district at night. The buildings' silhouettes are outlined against the deep night sky by countless flickering window lights and massive digital billboards. As the camera rapidly descends, the traffic on the street below is stretched into long rivers of red and white light, creating a strong motion blur. The camera finally stabilizes on a rough, industrial-style concrete rooftop, where a group of five or six young men and women are at the climax of their performance. They are dressed in baggy streetwear—oversized hoodies with abstract patterns, multi-pocketed black overalls, and brightly colored high-top sneakers. Against the cool blue and magenta hues of the surrounding city's neon lights, the dancers' movements are precise and explosive. One male dancer is frozen in a single-handed hold, while the other dancers surround him in rapid, synchronized body movements and arm movements. Their faces were a mixture of sweat and extreme concentration. Every pause and burst seemed to form an invisible resonance with the giant billboards flashing in the distance and the flowing light tracks below, creating a dynamic atmosphere full of futuristic and youthful vitality, perfectly blending the dancers' raw energy with the pulse of the city.",
+ "seed": 10180,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_14/index_6117_seed_10180_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": 2.015625,
+ "video_score2_ta": 2.140625,
+ "video_score2_mq": 2.75,
+ "video_score2_overall": 6.90625,
+ "avg": 6.90625,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "powerful, dynamic, swooping shot, captured from a high-speed drone perspective, dramatically weaves through the glassy skyscrapers of Seoul's Gangnam district at night. The buildings' silhouettes are outlined against the deep night sky by countless flickering window lights and massive digital billboards. As the camera rapidly descends, the traffic on the street below is stretched into long rivers of red and white light, creating a strong motion blur. The camera finally stabilizes on a rough, industrial-style concrete rooftop, where a group of five or six young men and women are at the climax of their performance. They are dressed in baggy streetwear—oversized hoodies with abstract patterns, multi-pocketed black overalls, and brightly colored high-top sneakers. Against the cool blue and magenta hues of the surrounding city's neon lights, the dancers' movements are precise and explosive. One male dancer is frozen in a single-handed hold, while the other dancers surround him in rapid, synchronized body movements and arm movements. Their faces were a mixture of sweat and extreme concentration. Every pause and burst seemed to form an invisible resonance with the giant billboards flashing in the distance and the flowing light tracks below, creating a dynamic atmosphere full of futuristic and youthful vitality, perfectly blending the dancers' raw energy with the pulse of the city.",
+ "token_credit_reward": 6.90625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a high-energy urban dance sequence featuring a group of five or six performers on a rooftop at night, wearing baggy streetwear, with a dramatic drone-like descent through glassy skyscrapers and neon-lit streets. In practice, the video presents a ground-level or near-ground view with a group of dancers in casual streetwear performing choreography on a concrete surface. The urban backdrop reads as generic cityscape rather than a distinctive Gangnam/Glassy-skyscraper setting, and the dramatic camera movement described in the prompt is not realized. Overall, the alignment between the textual prompt and the actual video content is limited, reflecting a notable mismatch in setting, camera dynamics, and atmospheric cues.\n\nVisual Quality Analysis:\nAcross the frames, visual quality is moderate. There are occasional compression artifacts and mild color grading inconsistencies that affect uniformity, but the footage remains legible and coherent. The resolution is adequate, and the dancers are identifiable, though some frames show slight softness or noise. Lighting is uneven at times, yet it does not render the scene unusable; overall, the visuals are acceptable without being exceptional.\n\nText-to-Video Alignment Analysis:\nThere are clear gaps between the prompt and the video. The intended high-speed drone perspective and the dramatic descent are not present; the footage appears largely static or moving at a low angle. The urban setting lacks the distinctive Glassy-skyscraper/Gangnam ambiance, and the lighting does not convey the neon-rich, nocturnal mood described. While the presence of a group of dancers and some streetwear aligns superficially, the core elements of the prompt (dynamic camera work, specific location, and atmospheric lighting) are not realized. Overall, alignment is limited and does not faithfully reproduce the requested scenario.\n\nPhysical/Common-sense Consistency:\nThe dancers’ movements appear plausible and the choreography reads as believable, with no obvious anatomical distortions. However, the environmental context undermines the perceived realism: the setting does not convincingly match a high-tech urban nightscape, and lighting/shadows do not consistently support a coherent spatial narrative. This reduces the overall sense of physical and common-sense consistency, despite otherwise natural-looking motion.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 2.015625,
+ "TA": 2.140625,
+ "MQ": 2.75,
+ "Overall": 6.90625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a high-energy urban dance sequence featuring a group of five or six performers on a rooftop at night, wearing baggy streetwear, with a dramatic drone-like descent through glassy skyscrapers and neon-lit streets. In practice, the video presents a ground-level or near-ground view with a group of dancers in casual streetwear performing choreography on a concrete surface. The urban backdrop reads as generic cityscape rather than a distinctive Gangnam/Glassy-skyscraper setting, and the dramatic camera movement described in the prompt is not realized. Overall, the alignment between the textual prompt and the actual video content is limited, reflecting a notable mismatch in setting, camera dynamics, and atmospheric cues.\n\nVisual Quality Analysis:\nAcross the frames, visual quality is moderate. There are occasional compression artifacts and mild color grading inconsistencies that affect uniformity, but the footage remains legible and coherent. The resolution is adequate, and the dancers are identifiable, though some frames show slight softness or noise. Lighting is uneven at times, yet it does not render the scene unusable; overall, the visuals are acceptable without being exceptional.\n\nText-to-Video Alignment Analysis:\nThere are clear gaps between the prompt and the video. The intended high-speed drone perspective and the dramatic descent are not present; the footage appears largely static or moving at a low angle. The urban setting lacks the distinctive Glassy-skyscraper/Gangnam ambiance, and the lighting does not convey the neon-rich, nocturnal mood described. While the presence of a group of dancers and some streetwear aligns superficially, the core elements of the prompt (dynamic camera work, specific location, and atmospheric lighting) are not realized. Overall, alignment is limited and does not faithfully reproduce the requested scenario.\n\nPhysical/Common-sense Consistency:\nThe dancers’ movements appear plausible and the choreography reads as believable, with no obvious anatomical distortions. However, the environmental context undermines the perceived realism: the setting does not convincingly match a high-tech urban nightscape, and lighting/shadows do not consistently support a coherent spatial narrative. This reduces the overall sense of physical and common-sense consistency, despite otherwise natural-looking motion.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a high-energy urban dance sequence captured from a high-speed drone in a nighttime cityscape, with dynamic camera work, neon-lit billboards, and a group of performers in distinctive streetwear. The actual video presents a ground-level scene with a small group of dancers on a rooftop-like surface, lacking the dramatic aerial perspective, dense city backdrop, and intense choreography described. Overall, the alignment with the prompt is limited and does not realize the intended cinematic vision.\n\nVisual Quality Analysis:\nAcross the video, visual quality is modest. There is noticeable grain and some color desaturation, with occasional compression artifacts that reduce sharpness. The resolution feels constrained, and fine details are not consistently clear. Lighting is uneven across shots, contributing to an inconsistent look. While there is some stability between frames, the overall image fidelity remains below ideal levels, supporting a low Visual Quality assessment.\n\nText-to-Video Alignment Analysis:\nThere are clear mismatches between the prompt and the produced video. Key elements such as the aerial/drone perspective, the nighttime neon cityscape, and the large group performing a synchronized, high-intensity routine are absent. The footage instead shows a small group on a rooftop with ambient lighting, and the choreography appears less dynamic than described. This results in a weak alignment score, reflecting substantial divergence from the requested concept.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: the dancers’ poses and interactions appear feasible, and the rooftop setting is coherent within the frame. However, the overall execution does not convincingly convey the energetic, fast-paced performance implied by the prompt, and minor inconsistencies in lighting and spatial relations temper the sense of realism. Overall, physical consistency is present but not strongly convincing.\n\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 2,
+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 1.890625,
+ "TA": 1.4765625,
+ "MQ": 2.09375,
+ "Overall": 5.46875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt envisions a high-energy urban dance sequence captured from a high-speed drone in a nighttime cityscape, with dynamic camera work, neon-lit billboards, and a group of performers in distinctive streetwear. The actual video presents a ground-level scene with a small group of dancers on a rooftop-like surface, lacking the dramatic aerial perspective, dense city backdrop, and intense choreography described. Overall, the alignment with the prompt is limited and does not realize the intended cinematic vision.\n\nVisual Quality Analysis:\nAcross the video, visual quality is modest. There is noticeable grain and some color desaturation, with occasional compression artifacts that reduce sharpness. The resolution feels constrained, and fine details are not consistently clear. Lighting is uneven across shots, contributing to an inconsistent look. While there is some stability between frames, the overall image fidelity remains below ideal levels, supporting a low Visual Quality assessment.\n\nText-to-Video Alignment Analysis:\nThere are clear mismatches between the prompt and the produced video. Key elements such as the aerial/drone perspective, the nighttime neon cityscape, and the large group performing a synchronized, high-intensity routine are absent. The footage instead shows a small group on a rooftop with ambient lighting, and the choreography appears less dynamic than described. This results in a weak alignment score, reflecting substantial divergence from the requested concept.\n\nPhysical/Common-sense Consistency:\nThe scene maintains basic physical plausibility: the dancers’ poses and interactions appear feasible, and the rooftop setting is coherent within the frame. However, the overall execution does not convincingly convey the energetic, fast-paced performance implied by the prompt, and minor inconsistencies in lighting and spatial relations temper the sense of realism. Overall, physical consistency is present but not strongly convincing.\n\n\n\n(1) visual quality: 2\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "powerful, dynamic, swooping shot, captured from a high-speed drone perspective, dramatically weaves through the glassy skyscrapers of Seoul's Gangnam district at night. The buildings' silhouettes are outlined against the deep night sky by countless flickering window lights and massive digital billboards. As the camera rapidly descends, the traffic on the street below is stretched into long rivers of red and white light, creating a strong motion blur. The camera finally stabilizes on a rough, industrial-style concrete rooftop, where a group of five or six young men and women are at the climax of their performance. They are dressed in baggy streetwear—oversized hoodies with abstract patterns, multi-pocketed black overalls, and brightly colored high-top sneakers. Against the cool blue and magenta hues of the surrounding city's neon lights, the dancers' movements are precise and explosive. One male dancer is frozen in a single-handed hold, while the other dancers surround him in rapid, synchronized body movements and arm movements. Their faces were a mixture of sweat and extreme concentration. Every pause and burst seemed to form an invisible resonance with the giant billboards flashing in the distance and the flowing light tracks below, creating a dynamic atmosphere full of futuristic and youthful vitality, perfectly blending the dancers' raw energy with the pulse of the city.",
+ "seed": 10182,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_14/index_6117_seed_10182_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "rank_in_group": 1,
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+ "video_score2_vq": 2.78125,
+ "video_score2_ta": 2.015625,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 7.75,
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+ "question": "powerful, dynamic, swooping shot, captured from a high-speed drone perspective, dramatically weaves through the glassy skyscrapers of Seoul's Gangnam district at night. The buildings' silhouettes are outlined against the deep night sky by countless flickering window lights and massive digital billboards. As the camera rapidly descends, the traffic on the street below is stretched into long rivers of red and white light, creating a strong motion blur. The camera finally stabilizes on a rough, industrial-style concrete rooftop, where a group of five or six young men and women are at the climax of their performance. They are dressed in baggy streetwear—oversized hoodies with abstract patterns, multi-pocketed black overalls, and brightly colored high-top sneakers. Against the cool blue and magenta hues of the surrounding city's neon lights, the dancers' movements are precise and explosive. One male dancer is frozen in a single-handed hold, while the other dancers surround him in rapid, synchronized body movements and arm movements. Their faces were a mixture of sweat and extreme concentration. Every pause and burst seemed to form an invisible resonance with the giant billboards flashing in the distance and the flowing light tracks below, creating a dynamic atmosphere full of futuristic and youthful vitality, perfectly blending the dancers' raw energy with the pulse of the city.",
+ "token_credit_reward": 7.75,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a high-energy urban dance sequence set in a nighttime cityscape with dramatic camera work and a group of performers on a rooftop-like setting. The video captures several elements of the prompt (dynamic movement, group presence, urban vibe, and distinctive color grading), but the overall alignment is moderate rather than exact. Some specifics (e.g., precise rooftop context, exact building silhouettes, and the intensity of the city backdrop) are not fully realized, resulting in a mid-level correspondence between text and visuals.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur during fast movements. The lighting and color grading are consistent across shots, featuring cool blues and magentas that contribute to the mood, though sharpness and fine detail remain limited. There are no major distortions or artifacts, and the sequence remains coherent visually, but it does not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes group dancing, urban attire, and a nighttime setting with dynamic movement, which aligns with parts of the prompt. However, key aspects such as a clearly defined rooftop location, explicit glassy skyscrapers, and the described dramatic descent through a dense urban nightscape are not convincingly realized. The result reflects a partial match to the original description rather than a faithful replication.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The choreography appears plausible and the dancers’ proportions are generally believable, with movements that respect basic physics. Nevertheless, there are occasional minor inconsistencies in spacing, timing, or interaction with the environment that prevent a higher level of realism. Overall, the scene maintains coherent physical behavior without obvious violations.\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": 2.015625,
+ "MQ": 2.9375,
+ "Overall": 7.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a high-energy urban dance sequence set in a nighttime cityscape with dramatic camera work and a group of performers on a rooftop-like setting. The video captures several elements of the prompt (dynamic movement, group presence, urban vibe, and distinctive color grading), but the overall alignment is moderate rather than exact. Some specifics (e.g., precise rooftop context, exact building silhouettes, and the intensity of the city backdrop) are not fully realized, resulting in a mid-level correspondence between text and visuals.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur during fast movements. The lighting and color grading are consistent across shots, featuring cool blues and magentas that contribute to the mood, though sharpness and fine detail remain limited. There are no major distortions or artifacts, and the sequence remains coherent visually, but it does not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes group dancing, urban attire, and a nighttime setting with dynamic movement, which aligns with parts of the prompt. However, key aspects such as a clearly defined rooftop location, explicit glassy skyscrapers, and the described dramatic descent through a dense urban nightscape are not convincingly realized. The result reflects a partial match to the original description rather than a faithful replication.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The choreography appears plausible and the dancers’ proportions are generally believable, with movements that respect basic physics. Nevertheless, there are occasional minor inconsistencies in spacing, timing, or interaction with the environment that prevent a higher level of realism. Overall, the scene maintains coherent physical behavior without obvious violations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "powerful, dynamic, swooping shot, captured from a high-speed drone perspective, dramatically weaves through the glassy skyscrapers of Seoul's Gangnam district at night. The buildings' silhouettes are outlined against the deep night sky by countless flickering window lights and massive digital billboards. As the camera rapidly descends, the traffic on the street below is stretched into long rivers of red and white light, creating a strong motion blur. The camera finally stabilizes on a rough, industrial-style concrete rooftop, where a group of five or six young men and women are at the climax of their performance. They are dressed in baggy streetwear—oversized hoodies with abstract patterns, multi-pocketed black overalls, and brightly colored high-top sneakers. Against the cool blue and magenta hues of the surrounding city's neon lights, the dancers' movements are precise and explosive. One male dancer is frozen in a single-handed hold, while the other dancers surround him in rapid, synchronized body movements and arm movements. Their faces were a mixture of sweat and extreme concentration. Every pause and burst seemed to form an invisible resonance with the giant billboards flashing in the distance and the flowing light tracks below, creating a dynamic atmosphere full of futuristic and youthful vitality, perfectly blending the dancers' raw energy with the pulse of the city.",
+ "seed": 10183,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_14/index_6117_seed_10183_dp_29_rank_58_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.0,
+ "video_score2_ta": 2.46875,
+ "video_score2_mq": 2.828125,
+ "video_score2_overall": 7.3125,
+ "avg": 7.296875,
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+ "question_id": "videoscore2_overall",
+ "question": "powerful, dynamic, swooping shot, captured from a high-speed drone perspective, dramatically weaves through the glassy skyscrapers of Seoul's Gangnam district at night. The buildings' silhouettes are outlined against the deep night sky by countless flickering window lights and massive digital billboards. As the camera rapidly descends, the traffic on the street below is stretched into long rivers of red and white light, creating a strong motion blur. The camera finally stabilizes on a rough, industrial-style concrete rooftop, where a group of five or six young men and women are at the climax of their performance. They are dressed in baggy streetwear—oversized hoodies with abstract patterns, multi-pocketed black overalls, and brightly colored high-top sneakers. Against the cool blue and magenta hues of the surrounding city's neon lights, the dancers' movements are precise and explosive. One male dancer is frozen in a single-handed hold, while the other dancers surround him in rapid, synchronized body movements and arm movements. Their faces were a mixture of sweat and extreme concentration. Every pause and burst seemed to form an invisible resonance with the giant billboards flashing in the distance and the flowing light tracks below, creating a dynamic atmosphere full of futuristic and youthful vitality, perfectly blending the dancers' raw energy with the pulse of the city.",
+ "token_credit_reward": 7.3125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-energy urban dance sequence featuring a group of five or six performers on a rooftop in a nighttime cityscape, with dynamic camera work and a vibrant color palette. The video captures several elements of this concept, including a rooftop setting, multiple dancers, and a nighttime urban vibe with colorful lighting. However, some specifics (e.g., exact number of dancers, precise choreography, and the intensity of the described dynamics) are not fully realized in the footage, resulting in only partial alignment with the prompt.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and occasional motion blur during movement. Color grading is present but can feel slightly artificial, and there are minor compression artifacts that reduce sharpness. Lighting remains consistent across shots, yet the overall crispness and fine detail are not at peak levels. The sequence remains coherent, but the image fidelity does not reach high-end quality.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes key elements such as a rooftop setting, multiple dancers, and a nighttime urban backdrop with colorful lighting. However, several aspects of the prompt—specifically the exact group size, the intensity of the choreography, and the precise synchronization—are not fully realized, leading to only partial fidelity to the described scenario.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The dancers’ proportions and interactions appear plausible, and the rooftop environment feels believable. Some minor inconsistencies exist in lighting/shadow coherence and depth cues, which prevent a higher level of realism. Overall, the scene maintains plausible physical behavior without major violations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.0,
+ "TA": 2.46875,
+ "MQ": 2.828125,
+ "Overall": 7.3125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a high-energy urban dance sequence featuring a group of five or six performers on a rooftop in a nighttime cityscape, with dynamic camera work and a vibrant color palette. The video captures several elements of this concept, including a rooftop setting, multiple dancers, and a nighttime urban vibe with colorful lighting. However, some specifics (e.g., exact number of dancers, precise choreography, and the intensity of the described dynamics) are not fully realized in the footage, resulting in only partial alignment with the prompt.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and occasional motion blur during movement. Color grading is present but can feel slightly artificial, and there are minor compression artifacts that reduce sharpness. Lighting remains consistent across shots, yet the overall crispness and fine detail are not at peak levels. The sequence remains coherent, but the image fidelity does not reach high-end quality.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video includes key elements such as a rooftop setting, multiple dancers, and a nighttime urban backdrop with colorful lighting. However, several aspects of the prompt—specifically the exact group size, the intensity of the choreography, and the precise synchronization—are not fully realized, leading to only partial fidelity to the described scenario.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The dancers’ proportions and interactions appear plausible, and the rooftop environment feels believable. Some minor inconsistencies exist in lighting/shadow coherence and depth cues, which prevent a higher level of realism. Overall, the scene maintains plausible physical behavior without major violations.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_15/index_tensor([2030, 2030])_group_15_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_15/index_tensor([2030, 2030])_group_15_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5e16d8f9fbd5fde012a8f8742dd73486335a0fb
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_15/index_tensor([2030, 2030])_group_15_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "This extreme close-up static shot, shot in the style of ultra-high-speed sports photography, captures a massive, towering sandwich against a stark matte-black studio backdrop. The pristine, ultra-detailed image reveals every texture: a barely-there, golden-brown, toasted brioche bun holds a thick, perfectly charred beef patty with defined grill marks, a layer of melted, vibrant orange cheddar cheese, a crisp, bright green lettuce leaf, and a juicy red tomato. A culinary explosion erupts as an unseen force dramatically crushes the sandwich from top to bottom in excruciating slow motion. Gooey, milky white sauce and rich red ketchup spurt outward in mesmerizing, almost solid-looking arcs and spheres that shimmer under the intense, high-contrast studio lighting, casting sharp, dramatic shadows. The entire elegant, slow-motion spectacle of destruction is intermittently punctuated by subtle, jarring screen flickers, adding a stroboscopic, energetic effect and heightening the sense of powerful, delicious impact.",
+ "seed": 5795,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_15/index_2030_seed_5795_dp_30_rank_60_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 15,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.734375,
+ "video_score2_ta": 2.359375,
+ "video_score2_mq": 3.65625,
+ "video_score2_overall": 9.75,
+ "avg": 9.75,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "This extreme close-up static shot, shot in the style of ultra-high-speed sports photography, captures a massive, towering sandwich against a stark matte-black studio backdrop. The pristine, ultra-detailed image reveals every texture: a barely-there, golden-brown, toasted brioche bun holds a thick, perfectly charred beef patty with defined grill marks, a layer of melted, vibrant orange cheddar cheese, a crisp, bright green lettuce leaf, and a juicy red tomato. A culinary explosion erupts as an unseen force dramatically crushes the sandwich from top to bottom in excruciating slow motion. Gooey, milky white sauce and rich red ketchup spurt outward in mesmerizing, almost solid-looking arcs and spheres that shimmer under the intense, high-contrast studio lighting, casting sharp, dramatic shadows. The entire elegant, slow-motion spectacle of destruction is intermittently punctuated by subtle, jarring screen flickers, adding a stroboscopic, energetic effect and heightening the sense of powerful, delicious impact.",
+ "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, ultra-high-speed sports-photography style shot of a massive, towering sandwich against a stark matte-black studio backdrop. It calls for a barely-there, golden-brown toasted brioche bun with a thick, perfectly charred beef patty bearing grill marks, melted orange cheddar cheese, crisp lettuce, and a juicy red tomato. A culinary explosion is envisioned as an unseen force dramatically crushes the sandwich from top to bottom in excruciating slow motion, with gooey, milky white sauce and rich red ketchup spurring outward in mesmerizing arcs and spheres under intense, high-contrast lighting and dramatic shadows. The sequence should intermittently punctuate the destruction with subtle, jarring screen flickers to heighten the sense of powerful, delicious impact.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong overall. The resolution is high, details are clear, and textures (bun, cheese, patty, toppings) read well. Lighting is consistent and the black backdrop provides good contrast. There are no obvious artifacts or distortions, and color rendition remains faithful across frames. However, the sequence appears relatively static with limited motion between frames, which reduces the perceived dynamism of the scene. Overall, Visual Quality is solid but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt — a close-up view, a substantial sandwich, visible textures, and a dark backdrop. However, the core dynamic action promised by the prompt — a dramatic, top-to-bottom collapse of the sandwich with explosive sauce ejection — is not realized. The frames show little to no motion, and the anticipated kinetic sequence is missing. The alignment is therefore moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the sandwich components appear proportionate, stacking looks believable, and lighting/shadows are coherent. The absence of the expected dynamic event does not introduce obvious physical contradictions; it simply fails to deliver the promised kinetic narrative. Overall, 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": 3.734375,
+ "TA": 2.359375,
+ "MQ": 3.65625,
+ "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, ultra-high-speed sports-photography style shot of a massive, towering sandwich against a stark matte-black studio backdrop. It calls for a barely-there, golden-brown toasted brioche bun with a thick, perfectly charred beef patty bearing grill marks, melted orange cheddar cheese, crisp lettuce, and a juicy red tomato. A culinary explosion is envisioned as an unseen force dramatically crushes the sandwich from top to bottom in excruciating slow motion, with gooey, milky white sauce and rich red ketchup spurring outward in mesmerizing arcs and spheres under intense, high-contrast lighting and dramatic shadows. The sequence should intermittently punctuate the destruction with subtle, jarring screen flickers to heighten the sense of powerful, delicious impact.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong overall. The resolution is high, details are clear, and textures (bun, cheese, patty, toppings) read well. Lighting is consistent and the black backdrop provides good contrast. There are no obvious artifacts or distortions, and color rendition remains faithful across frames. However, the sequence appears relatively static with limited motion between frames, which reduces the perceived dynamism of the scene. Overall, Visual Quality is solid but not perfect, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt — a close-up view, a substantial sandwich, visible textures, and a dark backdrop. However, the core dynamic action promised by the prompt — a dramatic, top-to-bottom collapse of the sandwich with explosive sauce ejection — is not realized. The frames show little to no motion, and the anticipated kinetic sequence is missing. The alignment is therefore moderate, corresponding to a score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships: the sandwich components appear proportionate, stacking looks believable, and lighting/shadows are coherent. The absence of the expected dynamic event does not introduce obvious physical contradictions; it simply fails to deliver the promised kinetic narrative. Overall, 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"
+ ]
+ },
+ {
+ "prompt": "This extreme close-up static shot, shot in the style of ultra-high-speed sports photography, captures a massive, towering sandwich against a stark matte-black studio backdrop. The pristine, ultra-detailed image reveals every texture: a barely-there, golden-brown, toasted brioche bun holds a thick, perfectly charred beef patty with defined grill marks, a layer of melted, vibrant orange cheddar cheese, a crisp, bright green lettuce leaf, and a juicy red tomato. A culinary explosion erupts as an unseen force dramatically crushes the sandwich from top to bottom in excruciating slow motion. Gooey, milky white sauce and rich red ketchup spurt outward in mesmerizing, almost solid-looking arcs and spheres that shimmer under the intense, high-contrast studio lighting, casting sharp, dramatic shadows. The entire elegant, slow-motion spectacle of destruction is intermittently punctuated by subtle, jarring screen flickers, adding a stroboscopic, energetic effect and heightening the sense of powerful, delicious impact.",
+ "seed": 5796,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_15/index_2030_seed_5796_dp_30_rank_60_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.5,
+ "video_score2_ta": 2.625,
+ "video_score2_mq": 3.5,
+ "video_score2_overall": 9.625,
+ "avg": 9.625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "This extreme close-up static shot, shot in the style of ultra-high-speed sports photography, captures a massive, towering sandwich against a stark matte-black studio backdrop. The pristine, ultra-detailed image reveals every texture: a barely-there, golden-brown, toasted brioche bun holds a thick, perfectly charred beef patty with defined grill marks, a layer of melted, vibrant orange cheddar cheese, a crisp, bright green lettuce leaf, and a juicy red tomato. A culinary explosion erupts as an unseen force dramatically crushes the sandwich from top to bottom in excruciating slow motion. Gooey, milky white sauce and rich red ketchup spurt outward in mesmerizing, almost solid-looking arcs and spheres that shimmer under the intense, high-contrast studio lighting, casting sharp, dramatic shadows. The entire elegant, slow-motion spectacle of destruction is intermittently punctuated by subtle, jarring screen flickers, adding a stroboscopic, energetic effect and heightening the sense of powerful, delicious impact.",
+ "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 an extreme close-up, ultra-high-speed sports-photography style shot of a massive, towering sandwich against a stark matte-black studio backdrop. It calls for a barely-there, golden-brown, toasted brioche bun with a thick, perfectly charred beef patty bearing defined grill marks, melted orange cheddar cheese, crisp bright green lettuce, and a juicy red tomato. A culinary explosion is envisioned as an unseen force dramatically crushes the sandwich from top to bottom in excruciating slow motion, with gooey, milky white sauce and rich red ketchup spurring outward in mesmerizing, almost solid-looking arcs and spheres that shimmer under intense, high-contrast studio lighting, casting sharp, dramatic shadows. The sequence should intermittently punctuate the destruction with subtle, jarring screen flickers, creating a stroboscopic, energetic effect and heightening the sense of powerful, delicious impact.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The resolution is high, details are clear, and lighting remains consistent with good contrast. Colors are vivid and well-saturated, and the composition stays clean and professional. There are no obvious distortions or artifacts, and the sequence appears stable without noticeable camera shake. However, there are minor imperfections (e.g., occasional slight softness or very mild color grading inconsistencies) that prevent a perfect 5. Overall, Visual Quality is solid and aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt, including a close-up view, a dark backdrop, visible textures, and the presence of a bun, patty, cheese, lettuce, and tomato. However, the central dynamic action promised by the prompt — a dramatic, top-to-bottom collapse of the sandwich under an unseen force — is not realized. The scene remains largely static, with only incidental sauce movement rather than the intended explosive destruction. This results in a moderate misalignment between the prompt and the video, corresponding to a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships among ingredients and plausible sauce behavior within a contained frame. Yet the absence of the dramatic destruction and the lack of kinetic energy reduce the perceived realism of the described scenario. The overall physical consistency is acceptable but not fully convincing given the prompt’s implied dynamics, yielding a Physical/Common-sense Consistency score of 3.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical/Common-sense Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.5,
+ "TA": 2.625,
+ "MQ": 3.5,
+ "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 an extreme close-up, ultra-high-speed sports-photography style shot of a massive, towering sandwich against a stark matte-black studio backdrop. It calls for a barely-there, golden-brown, toasted brioche bun with a thick, perfectly charred beef patty bearing defined grill marks, melted orange cheddar cheese, crisp bright green lettuce, and a juicy red tomato. A culinary explosion is envisioned as an unseen force dramatically crushes the sandwich from top to bottom in excruciating slow motion, with gooey, milky white sauce and rich red ketchup spurring outward in mesmerizing, almost solid-looking arcs and spheres that shimmer under intense, high-contrast studio lighting, casting sharp, dramatic shadows. The sequence should intermittently punctuate the destruction with subtle, jarring screen flickers, creating a stroboscopic, energetic effect and heightening the sense of powerful, delicious impact.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally strong. The resolution is high, details are clear, and lighting remains consistent with good contrast. Colors are vivid and well-saturated, and the composition stays clean and professional. There are no obvious distortions or artifacts, and the sequence appears stable without noticeable camera shake. However, there are minor imperfections (e.g., occasional slight softness or very mild color grading inconsistencies) that prevent a perfect 5. Overall, Visual Quality is solid and aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements described in the prompt, including a close-up view, a dark backdrop, visible textures, and the presence of a bun, patty, cheese, lettuce, and tomato. However, the central dynamic action promised by the prompt — a dramatic, top-to-bottom collapse of the sandwich under an unseen force — is not realized. The scene remains largely static, with only incidental sauce movement rather than the intended explosive destruction. This results in a moderate misalignment between the prompt and the video, corresponding to a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical relationships among ingredients and plausible sauce behavior within a contained frame. Yet the absence of the dramatic destruction and the lack of kinetic energy reduce the perceived realism of the described scenario. The overall physical consistency is acceptable but not fully convincing given the prompt’s implied dynamics, yielding a Physical/Common-sense Consistency score of 3.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical/Common-sense Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "This extreme close-up static shot, shot in the style of ultra-high-speed sports photography, captures a massive, towering sandwich against a stark matte-black studio backdrop. The pristine, ultra-detailed image reveals every texture: a barely-there, golden-brown, toasted brioche bun holds a thick, perfectly charred beef patty with defined grill marks, a layer of melted, vibrant orange cheddar cheese, a crisp, bright green lettuce leaf, and a juicy red tomato. A culinary explosion erupts as an unseen force dramatically crushes the sandwich from top to bottom in excruciating slow motion. Gooey, milky white sauce and rich red ketchup spurt outward in mesmerizing, almost solid-looking arcs and spheres that shimmer under the intense, high-contrast studio lighting, casting sharp, dramatic shadows. The entire elegant, slow-motion spectacle of destruction is intermittently punctuated by subtle, jarring screen flickers, adding a stroboscopic, energetic effect and heightening the sense of powerful, delicious impact.",
+ "seed": 5797,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_15/index_2030_seed_5797_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": 3.671875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me 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, ultra-high-speed sports-photography style shot of a massive, towering sandwich against a stark matte-black studio backdrop. It calls for a barely-there, golden-brown, toasted brioche bun with a thick, perfectly charred beef patty bearing grill marks, melted orange cheddar cheese, crisp lettuce, and a juicy red tomato. A culinary explosion should occur as an unseen force dramatically crushes the sandwich from top to bottom in excruciating slow motion, with gooey, milky white sauce and rich red ketchup spurring outward in mesmerizing arcs and spheres under intense, high-contrast lighting, with sharp, dramatic shadows and intermittent screen flickers to heighten impact.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are strong overall. The resolution is high, details are clear, and textures (bun, patty, cheese, lettuce, tomato) read well. Lighting is dramatic and consistent, and color rendition is vivid. There are no obvious artifacts or distortions, and the sequence remains stable without noticeable camera shake. However, there are minor imperfections typical of synthetic renders (e.g., occasional slight edge softness and very subtle bloom in bright areas) that prevent a perfect 5. Overall, Visual Quality is solid and aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt, including the extreme close-up framing, the presence of a substantial sandwich, and the visible textures of bun, patty, cheese, lettuce, and tomato. However, key dynamic aspects promised by the prompt are not realized: there is no visible culinary explosion, no dramatic top-to-bottom compression, and no gooey sauce arcs or ketchup spheres. The scene remains largely static, which constitutes a notable misalignment with the requested kinetic action. Given these gaps, the Text-to-Video Alignment score is 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical relationships among ingredients, with believable stacking and material properties. The absence of the dramatic kinetic effects does not introduce obvious physical contradictions; it simply reduces the perceived realism of the intended action. Therefore, Physical Consistency is rated 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": 3.671875,
+ "TA": 2.625,
+ "MQ": 3.78125,
+ "Overall": 10.125
+ }
+ }
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+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, ultra-high-speed sports-photography style shot of a massive, towering sandwich against a stark matte-black studio backdrop. It calls for a barely-there, golden-brown, toasted brioche bun with a thick, perfectly charred beef patty bearing grill marks, melted orange cheddar cheese, crisp lettuce, and a juicy red tomato. A culinary explosion should occur as an unseen force dramatically crushes the sandwich from top to bottom in excruciating slow motion, with gooey, milky white sauce and rich red ketchup spurring outward in mesmerizing arcs and spheres under intense, high-contrast lighting, with sharp, dramatic shadows and intermittent screen flickers to heighten impact.\n\nVisual Quality Analysis:\nAcross the frames, the visuals are strong overall. The resolution is high, details are clear, and textures (bun, patty, cheese, lettuce, tomato) read well. Lighting is dramatic and consistent, and color rendition is vivid. There are no obvious artifacts or distortions, and the sequence remains stable without noticeable camera shake. However, there are minor imperfections typical of synthetic renders (e.g., occasional slight edge softness and very subtle bloom in bright areas) that prevent a perfect 5. Overall, Visual Quality is solid and aligns with a score of 4.\n\nText-to-Video Alignment Analysis:\nThe video captures several elements described in the prompt, including the extreme close-up framing, the presence of a substantial sandwich, and the visible textures of bun, patty, cheese, lettuce, and tomato. However, key dynamic aspects promised by the prompt are not realized: there is no visible culinary explosion, no dramatic top-to-bottom compression, and no gooey sauce arcs or ketchup spheres. The scene remains largely static, which constitutes a notable misalignment with the requested kinetic action. Given these gaps, the Text-to-Video Alignment score is 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible physical relationships among ingredients, with believable stacking and material properties. The absence of the dramatic kinetic effects does not introduce obvious physical contradictions; it simply reduces the perceived realism of the intended action. Therefore, Physical Consistency is rated 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "This extreme close-up static shot, shot in the style of ultra-high-speed sports photography, captures a massive, towering sandwich against a stark matte-black studio backdrop. The pristine, ultra-detailed image reveals every texture: a barely-there, golden-brown, toasted brioche bun holds a thick, perfectly charred beef patty with defined grill marks, a layer of melted, vibrant orange cheddar cheese, a crisp, bright green lettuce leaf, and a juicy red tomato. A culinary explosion erupts as an unseen force dramatically crushes the sandwich from top to bottom in excruciating slow motion. Gooey, milky white sauce and rich red ketchup spurt outward in mesmerizing, almost solid-looking arcs and spheres that shimmer under the intense, high-contrast studio lighting, casting sharp, dramatic shadows. The entire elegant, slow-motion spectacle of destruction is intermittently punctuated by subtle, jarring screen flickers, adding a stroboscopic, energetic effect and heightening the sense of powerful, delicious impact.",
+ "seed": 5798,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_15/index_2030_seed_5798_dp_31_rank_62_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.546875,
+ "video_score2_ta": 2.8125,
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+ "video_score2_overall": 10.0625,
+ "avg": 10.0625,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "This extreme close-up static shot, shot in the style of ultra-high-speed sports photography, captures a massive, towering sandwich against a stark matte-black studio backdrop. The pristine, ultra-detailed image reveals every texture: a barely-there, golden-brown, toasted brioche bun holds a thick, perfectly charred beef patty with defined grill marks, a layer of melted, vibrant orange cheddar cheese, a crisp, bright green lettuce leaf, and a juicy red tomato. A culinary explosion erupts as an unseen force dramatically crushes the sandwich from top to bottom in excruciating slow motion. Gooey, milky white sauce and rich red ketchup spurt outward in mesmerizing, almost solid-looking arcs and spheres that shimmer under the intense, high-contrast studio lighting, casting sharp, dramatic shadows. The entire elegant, slow-motion spectacle of destruction is intermittently punctuated by subtle, jarring screen flickers, adding a stroboscopic, energetic effect and heightening the sense of powerful, delicious impact.",
+ "token_credit_reward": 10.0625,
+ "selected_reward": 10.0625,
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+ "top_frames": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, ultra-high-speed sports-photography style shot of a massive, towering sandwich against a stark matte-black studio backdrop. It calls for a barely-there, golden-brown, toasted brioche bun with a thick, perfectly charred beef patty bearing defined grill marks, melted orange cheddar cheese, crisp bright green lettuce leaf, and a juicy red tomato. A culinary explosion erupts as an unseen force dramatically crushes the sandwich from top to bottom in excruciating slow motion, with gooey, milky white sauce and rich red ketchup spurring outward in mesmerizing, almost solid-looking arcs and spheres that shimmer under intense, high-contrast studio lighting, casting sharp, dramatic shadows. The sequence should intermittently punctuate the destruction with subtle, jarring screen flickers, adding a stroboscopic, energetic effect and heightening the sense of powerful, delicious impact.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong but not flawless. The resolution is high and details are generally clear, with vivid colors and well-defined textures. Lighting remains dramatic and consistent, and the black background provides good contrast. However, there are occasional minor artifacts or slight softness in some frames, preventing a perfect 5/5. Overall, Visual Quality is solid and aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt, including the extreme close-up framing, the presence of a substantial sandwich, and the visible components (bun, patty, cheese, lettuce, tomato). However, the central dynamic action promised by the prompt — a dramatic, top-to-bottom collapse of the sandwich under an unseen force — is not realized. The sequence remains largely static, with only incidental sauce movement rather than the intended explosive destruction. This results in a moderate misalignment between the prompt and the video, corresponding to a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the sandwich components appear proportionate, gravity effects are believable, and the sauce dynamics follow expected fluid behavior. There are no obvious violations of common-sense physics. The absence of the dramatic destruction does not introduce physical inconsistencies; it simply reduces narrative impact. Therefore, Physical/Common-sense Consistency is rated 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 4
+ },
+ "soft_scores": {
+ "VQ": 3.546875,
+ "TA": 2.8125,
+ "MQ": 3.703125,
+ "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, ultra-high-speed sports-photography style shot of a massive, towering sandwich against a stark matte-black studio backdrop. It calls for a barely-there, golden-brown, toasted brioche bun with a thick, perfectly charred beef patty bearing defined grill marks, melted orange cheddar cheese, crisp bright green lettuce leaf, and a juicy red tomato. A culinary explosion erupts as an unseen force dramatically crushes the sandwich from top to bottom in excruciating slow motion, with gooey, milky white sauce and rich red ketchup spurring outward in mesmerizing, almost solid-looking arcs and spheres that shimmer under intense, high-contrast studio lighting, casting sharp, dramatic shadows. The sequence should intermittently punctuate the destruction with subtle, jarring screen flickers, adding a stroboscopic, energetic effect and heightening the sense of powerful, delicious impact.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are strong but not flawless. The resolution is high and details are generally clear, with vivid colors and well-defined textures. Lighting remains dramatic and consistent, and the black background provides good contrast. However, there are occasional minor artifacts or slight softness in some frames, preventing a perfect 5/5. Overall, Visual Quality is solid and aligns with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements described in the prompt, including the extreme close-up framing, the presence of a substantial sandwich, and the visible components (bun, patty, cheese, lettuce, tomato). However, the central dynamic action promised by the prompt — a dramatic, top-to-bottom collapse of the sandwich under an unseen force — is not realized. The sequence remains largely static, with only incidental sauce movement rather than the intended explosive destruction. This results in a moderate misalignment between the prompt and the video, corresponding to a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible physical behavior: the sandwich components appear proportionate, gravity effects are believable, and the sauce dynamics follow expected fluid behavior. There are no obvious violations of common-sense physics. The absence of the dramatic destruction does not introduce physical inconsistencies; it simply reduces narrative impact. Therefore, Physical/Common-sense Consistency is rated 4.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 4"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_2/index_tensor([9803, 9803])_group_2_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_2/index_tensor([9803, 9803])_group_2_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..48b542c842b1033c53606e92e055c7edddcfeb50
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_2/index_tensor([9803, 9803])_group_2_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "striking, close-up, static shot, captured from a horizontal angle, focuses on an apple, isolated against a stark, empty black background. Illuminated by a single, intense, spotlight-like light source, the image creates a stark contrast of black and white, with one side of the apple's smooth skin illuminated in a dazzling, bright white highlight, while the other side is completely lost in a profound, endless darkness. Initially, the apple appears perfectly formed, but then its solid contours begin to tremble subtly and erratically. As if losing its internal support, the skin begins to sag inward, forming tiny, irregular cracks. Then, from these cracks, a thick, inky black liquid slowly seeps, snaking down the apple's curved surface, leaving a striking black trail across the bright white skin. The collapse process rapidly intensified, the entire structure of the apple disintegrated, the flesh and peel mixed into a flowing form, and finally dissolved completely, gathering in its original position to form an irregular pool of black liquid with extremely strong surface tension. The liquid surface calmly reflected the single, cold white light source. The whole process was filled with surreal, eerie and sculptural visual tension.",
+ "seed": 15854,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_2/index_9803_seed_15854_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": 2.890625,
+ "video_score2_ta": 1.4765625,
+ "video_score2_mq": 2.703125,
+ "video_score2_overall": 7.0625,
+ "avg": 7.0703125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "striking, close-up, static shot, captured from a horizontal angle, focuses on an apple, isolated against a stark, empty black background. Illuminated by a single, intense, spotlight-like light source, the image creates a stark contrast of black and white, with one side of the apple's smooth skin illuminated in a dazzling, bright white highlight, while the other side is completely lost in a profound, endless darkness. Initially, the apple appears perfectly formed, but then its solid contours begin to tremble subtly and erratically. As if losing its internal support, the skin begins to sag inward, forming tiny, irregular cracks. Then, from these cracks, a thick, inky black liquid slowly seeps, snaking down the apple's curved surface, leaving a striking black trail across the bright white skin. The collapse process rapidly intensified, the entire structure of the apple disintegrated, the flesh and peel mixed into a flowing form, and finally dissolved completely, gathering in its original position to form an irregular pool of black liquid with extremely strong surface tension. The liquid surface calmly reflected the single, cold white light source. The whole process was filled with surreal, eerie and sculptural visual tension.",
+ "token_credit_reward": 7.0625,
+ "selected_reward": 7.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a dramatic transformation of an apple under extreme lighting, culminating in dissolution and the formation of a black liquid pool. The video, however, centers on a pale, smooth sphere with cracks and dark liquid at the base; the apple identity is not clearly established, and the described collapse sequence is not convincingly realized. Overall, the alignment with the prompt is limited.\n\nVisual Quality Analysis:\nThe visuals are moderate in clarity. The sphere is identifiable, but shading and edge definition are not consistently sharp, and some frames show mild blur or artifacting. The dark liquid is visible, yet its motion and interaction with the surface lack convincing realism. Lighting is not as dramatic or directional as described, resulting in a flatter overall appearance. In sum, visual quality sits at a mid level rather than high fidelity.\n\nText-to-Video Alignment Analysis:\nThere are notable mismatches between the prompt and the video. The object identity is ambiguous (appears more like a smooth ball than a clearly defined apple), the dramatic horizontal spotlight and stark black background are not convincingly realized, and the described collapse sequence is not clearly depicted. The video captures some elements of the prompt (dark liquid, surface interaction) but fails to deliver the core narrative and visual cues, yielding a low-to-mid alignment score.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits basic physical plausibility: the liquid interacts with the surface and flows along curved contours, and the sphere maintains structural integrity without implausible deformations. However, the dynamics are not strongly convincing—gravity effects and fluid behavior are present but not dramatically emphasized, and the overall physical realism remains moderate.\n\nOverall assessment:\nThe video demonstrates moderate technical execution with partial alignment to the prompt and acceptable but not exceptional physical consistency. The results align with a mid-range evaluation across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 1.4765625,
+ "MQ": 2.703125,
+ "Overall": 7.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt carefully.\n\nText Prompt Analysis:\nThe prompt describes a dramatic transformation of an apple under extreme lighting, culminating in dissolution and the formation of a black liquid pool. The video, however, centers on a pale, smooth sphere with cracks and dark liquid at the base; the apple identity is not clearly established, and the described collapse sequence is not convincingly realized. Overall, the alignment with the prompt is limited.\n\nVisual Quality Analysis:\nThe visuals are moderate in clarity. The sphere is identifiable, but shading and edge definition are not consistently sharp, and some frames show mild blur or artifacting. The dark liquid is visible, yet its motion and interaction with the surface lack convincing realism. Lighting is not as dramatic or directional as described, resulting in a flatter overall appearance. In sum, visual quality sits at a mid level rather than high fidelity.\n\nText-to-Video Alignment Analysis:\nThere are notable mismatches between the prompt and the video. The object identity is ambiguous (appears more like a smooth ball than a clearly defined apple), the dramatic horizontal spotlight and stark black background are not convincingly realized, and the described collapse sequence is not clearly depicted. The video captures some elements of the prompt (dark liquid, surface interaction) but fails to deliver the core narrative and visual cues, yielding a low-to-mid alignment score.\n\nPhysical/Common-sense Consistency:\nThe scene exhibits basic physical plausibility: the liquid interacts with the surface and flows along curved contours, and the sphere maintains structural integrity without implausible deformations. However, the dynamics are not strongly convincing—gravity effects and fluid behavior are present but not dramatically emphasized, and the overall physical realism remains moderate.\n\nOverall assessment:\nThe video demonstrates moderate technical execution with partial alignment to the prompt and acceptable but not exceptional physical consistency. The results align with a mid-range evaluation across all three dimensions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "striking, close-up, static shot, captured from a horizontal angle, focuses on an apple, isolated against a stark, empty black background. Illuminated by a single, intense, spotlight-like light source, the image creates a stark contrast of black and white, with one side of the apple's smooth skin illuminated in a dazzling, bright white highlight, while the other side is completely lost in a profound, endless darkness. Initially, the apple appears perfectly formed, but then its solid contours begin to tremble subtly and erratically. As if losing its internal support, the skin begins to sag inward, forming tiny, irregular cracks. Then, from these cracks, a thick, inky black liquid slowly seeps, snaking down the apple's curved surface, leaving a striking black trail across the bright white skin. The collapse process rapidly intensified, the entire structure of the apple disintegrated, the flesh and peel mixed into a flowing form, and finally dissolved completely, gathering in its original position to form an irregular pool of black liquid with extremely strong surface tension. The liquid surface calmly reflected the single, cold white light source. The whole process was filled with surreal, eerie and sculptural visual tension.",
+ "seed": 15855,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_2/index_9803_seed_15855_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": 2.75,
+ "video_score2_ta": 1.609375,
+ "video_score2_mq": 2.734375,
+ "video_score2_overall": 7.125,
+ "avg": 7.09375,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "striking, close-up, static shot, captured from a horizontal angle, focuses on an apple, isolated against a stark, empty black background. Illuminated by a single, intense, spotlight-like light source, the image creates a stark contrast of black and white, with one side of the apple's smooth skin illuminated in a dazzling, bright white highlight, while the other side is completely lost in a profound, endless darkness. Initially, the apple appears perfectly formed, but then its solid contours begin to tremble subtly and erratically. As if losing its internal support, the skin begins to sag inward, forming tiny, irregular cracks. Then, from these cracks, a thick, inky black liquid slowly seeps, snaking down the apple's curved surface, leaving a striking black trail across the bright white skin. The collapse process rapidly intensified, the entire structure of the apple disintegrated, the flesh and peel mixed into a flowing form, and finally dissolved completely, gathering in its original position to form an irregular pool of black liquid with extremely strong surface tension. The liquid surface calmly reflected the single, cold white light source. The whole process was filled with surreal, eerie and sculptural visual tension.",
+ "token_credit_reward": 7.125,
+ "selected_reward": 7.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. 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 transformation of an apple under extreme lighting, culminating in dissolution into a pool of black liquid. The video, however, does not realize most of these elements. The apple remains largely intact across frames, with only faint color variation and minimal dynamic change. The intended surreal collapse and recombination into a liquid are not observed, resulting in a substantial mismatch between description and content.\n\nVisual Quality Analysis:\nThe visuals are moderate in clarity. There is some softness and mild blur, but no severe artifacts or distortions. Lighting is fairly even rather than a pronounced spotlight, and the background is dark without being completely black. Overall, the imagery is acceptable but not sharp or highly detailed, aligning with a mid-range quality level.\n\nText-to-Video Alignment Analysis:\nThere is a clear misalignment with the prompt. The core narrative—apple deformation, internal collapse, and dissolution into a liquid—is not realized. The video remains largely static with limited motion, and the dramatic transformation described is absent. The alignment score should reflect this substantial divergence.\n\nPhysical/Common-sense Consistency:\nFrom a physical standpoint, the scene does not exhibit plausible dynamics. The apple maintains its form, there is no convincing internal collapse, and the liquid behavior does not follow expected physical progression. The result is a lack of coherent physical realism consistent with the described scenario.\n\nOverall assessment:\nThe video demonstrates moderate visual quality, but fails to capture the dramatic narrative and physical progression described in the prompt. The alignment with the intended text is poor, and the physical consistency is lacking.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
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+ "MQ": 2.734375,
+ "Overall": 7.125
+ }
+ }
+ ],
+ "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 dramatic transformation of an apple under extreme lighting, culminating in dissolution into a pool of black liquid. The video, however, does not realize most of these elements. The apple remains largely intact across frames, with only faint color variation and minimal dynamic change. The intended surreal collapse and recombination into a liquid are not observed, resulting in a substantial mismatch between description and content.\n\nVisual Quality Analysis:\nThe visuals are moderate in clarity. There is some softness and mild blur, but no severe artifacts or distortions. Lighting is fairly even rather than a pronounced spotlight, and the background is dark without being completely black. Overall, the imagery is acceptable but not sharp or highly detailed, aligning with a mid-range quality level.\n\nText-to-Video Alignment Analysis:\nThere is a clear misalignment with the prompt. The core narrative—apple deformation, internal collapse, and dissolution into a liquid—is not realized. The video remains largely static with limited motion, and the dramatic transformation described is absent. The alignment score should reflect this substantial divergence.\n\nPhysical/Common-sense Consistency:\nFrom a physical standpoint, the scene does not exhibit plausible dynamics. The apple maintains its form, there is no convincing internal collapse, and the liquid behavior does not follow expected physical progression. The result is a lack of coherent physical realism consistent with the described scenario.\n\nOverall assessment:\nThe video demonstrates moderate visual quality, but fails to capture the dramatic narrative and physical progression described in the prompt. The alignment with the intended text is poor, and the physical consistency is lacking.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
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+ "seed": 15856,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_2/index_9803_seed_15856_dp_5_rank_10_sample_2_slot_0.mp4",
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+ "video_score2_vq": 3.421875,
+ "video_score2_ta": 1.4765625,
+ "video_score2_mq": 2.75,
+ "video_score2_overall": 7.65625,
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+ "question": "striking, close-up, static shot, captured from a horizontal angle, focuses on an apple, isolated against a stark, empty black background. Illuminated by a single, intense, spotlight-like light source, the image creates a stark contrast of black and white, with one side of the apple's smooth skin illuminated in a dazzling, bright white highlight, while the other side is completely lost in a profound, endless darkness. Initially, the apple appears perfectly formed, but then its solid contours begin to tremble subtly and erratically. As if losing its internal support, the skin begins to sag inward, forming tiny, irregular cracks. Then, from these cracks, a thick, inky black liquid slowly seeps, snaking down the apple's curved surface, leaving a striking black trail across the bright white skin. The collapse process rapidly intensified, the entire structure of the apple disintegrated, the flesh and peel mixed into a flowing form, and finally dissolved completely, gathering in its original position to form an irregular pool of black liquid with extremely strong surface tension. The liquid surface calmly reflected the single, cold white light source. The whole process was filled with surreal, eerie and sculptural visual tension.",
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze 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 transformation of an apple under extreme lighting, starting with a perfectly formed fruit and ending with dissolution into a pool of black liquid. The video does not realize this sequence; instead it presents a largely static close-up of a white, apple-like object with minimal dynamic change, and no clear depiction of the described collapse or pooling.\n\nVisual Quality Analysis:\nThe visuals are clean and well-lit, with good contrast and a consistent blue/white palette. The subject remains clearly visible and free of obvious artifacts, and the rendering is technically competent. However, the overall motion is very limited, making the sequence feel more like a still-life than a kinetic transformation. This yields a moderate level of visual quality rather than a high-fidelity realization of the prompt.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the video. The core narrative—dynamic collapse, emergence of a dark liquid, and dissolution—is not realized. The footage shows a static or slowly evolving close-up without the dramatic structural changes or the final pooling, resulting in a weak alignment with the textual description.\n\nPhysical/Common-sense Consistency:\nFrom a physical standpoint, the scene remains plausible as a static close-up, but the expected material behavior (collapse, liquid seepage, and dissolution) is not demonstrated. The lack of believable fluid dynamics and structural failure reduces coherence with common-sense expectations, though the overall frame quality remains intact.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 2
+ },
+ "soft_scores": {
+ "VQ": 3.421875,
+ "TA": 1.4765625,
+ "MQ": 2.75,
+ "Overall": 7.65625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze 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 transformation of an apple under extreme lighting, starting with a perfectly formed fruit and ending with dissolution into a pool of black liquid. The video does not realize this sequence; instead it presents a largely static close-up of a white, apple-like object with minimal dynamic change, and no clear depiction of the described collapse or pooling.\n\nVisual Quality Analysis:\nThe visuals are clean and well-lit, with good contrast and a consistent blue/white palette. The subject remains clearly visible and free of obvious artifacts, and the rendering is technically competent. However, the overall motion is very limited, making the sequence feel more like a still-life than a kinetic transformation. This yields a moderate level of visual quality rather than a high-fidelity realization of the prompt.\n\nText-to-Video Alignment Analysis:\nThere is a substantial mismatch between the prompt and the video. The core narrative—dynamic collapse, emergence of a dark liquid, and dissolution—is not realized. The footage shows a static or slowly evolving close-up without the dramatic structural changes or the final pooling, resulting in a weak alignment with the textual description.\n\nPhysical/Common-sense Consistency:\nFrom a physical standpoint, the scene remains plausible as a static close-up, but the expected material behavior (collapse, liquid seepage, and dissolution) is not demonstrated. The lack of believable fluid dynamics and structural failure reduces coherence with common-sense expectations, though the overall frame quality remains intact.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 2"
+ ]
+ },
+ {
+ "prompt": "striking, close-up, static shot, captured from a horizontal angle, focuses on an apple, isolated against a stark, empty black background. Illuminated by a single, intense, spotlight-like light source, the image creates a stark contrast of black and white, with one side of the apple's smooth skin illuminated in a dazzling, bright white highlight, while the other side is completely lost in a profound, endless darkness. Initially, the apple appears perfectly formed, but then its solid contours begin to tremble subtly and erratically. As if losing its internal support, the skin begins to sag inward, forming tiny, irregular cracks. Then, from these cracks, a thick, inky black liquid slowly seeps, snaking down the apple's curved surface, leaving a striking black trail across the bright white skin. The collapse process rapidly intensified, the entire structure of the apple disintegrated, the flesh and peel mixed into a flowing form, and finally dissolved completely, gathering in its original position to form an irregular pool of black liquid with extremely strong surface tension. The liquid surface calmly reflected the single, cold white light source. The whole process was filled with surreal, eerie and sculptural visual tension.",
+ "seed": 15857,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_2/index_9803_seed_15857_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": 2.375,
+ "video_score2_ta": 1.53125,
+ "video_score2_mq": 2.1875,
+ "video_score2_overall": 6.09375,
+ "avg": 6.09375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "striking, close-up, static shot, captured from a horizontal angle, focuses on an apple, isolated against a stark, empty black background. Illuminated by a single, intense, spotlight-like light source, the image creates a stark contrast of black and white, with one side of the apple's smooth skin illuminated in a dazzling, bright white highlight, while the other side is completely lost in a profound, endless darkness. Initially, the apple appears perfectly formed, but then its solid contours begin to tremble subtly and erratically. As if losing its internal support, the skin begins to sag inward, forming tiny, irregular cracks. Then, from these cracks, a thick, inky black liquid slowly seeps, snaking down the apple's curved surface, leaving a striking black trail across the bright white skin. The collapse process rapidly intensified, the entire structure of the apple disintegrated, the flesh and peel mixed into a flowing form, and finally dissolved completely, gathering in its original position to form an irregular pool of black liquid with extremely strong surface tension. The liquid surface calmly reflected the single, cold white light source. The whole process was filled with surreal, eerie and sculptural visual tension.",
+ "token_credit_reward": 6.09375,
+ "selected_reward": 6.09375,
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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 transformation of an apple under extreme lighting, starting with a perfectly formed fruit and ending with dissolution into a pool of black liquid. The video, however, centers on a white, abstract form rather than a recognizable apple, and the described sequence is not realized. The core subject and the intended metamorphosis are not captured, resulting in a substantial misalignment between the prompt and the visuals.\n\nVisual Quality Analysis:\nAcross the frames, the visuals maintain a consistent white/abstract aesthetic with dark regions and reflective surfaces. The rendering is clean and the lighting is coherent, producing a polished look. However, the content remains ambiguous and does not clearly depict a recognizable object or scene. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a severe mismatch between the prompt and the video. The prompt requires a concrete subject (an apple) and a specific transformation sequence; the video presents an undefined white form without any apple-like features or the described progression. The alignment score should be very low (score 1).\n\nPhysical/Common-sense Consistency:\nThe abstract visuals do not violate basic physical principles, but they fail to convey plausible or interpretable physical behavior corresponding to the prompt. The lack of a recognizable object and narrative makes it impossible to assess meaningful physical consistency, resulting in a minimal score (score 1).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 1; Physical Consistency 1.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 2.375,
+ "TA": 1.53125,
+ "MQ": 2.1875,
+ "Overall": 6.09375
+ }
+ }
+ ],
+ "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 transformation of an apple under extreme lighting, starting with a perfectly formed fruit and ending with dissolution into a pool of black liquid. The video, however, centers on a white, abstract form rather than a recognizable apple, and the described sequence is not realized. The core subject and the intended metamorphosis are not captured, resulting in a substantial misalignment between the prompt and the visuals.\n\nVisual Quality Analysis:\nAcross the frames, the visuals maintain a consistent white/abstract aesthetic with dark regions and reflective surfaces. The rendering is clean and the lighting is coherent, producing a polished look. However, the content remains ambiguous and does not clearly depict a recognizable object or scene. Overall, visual quality is moderate (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a severe mismatch between the prompt and the video. The prompt requires a concrete subject (an apple) and a specific transformation sequence; the video presents an undefined white form without any apple-like features or the described progression. The alignment score should be very low (score 1).\n\nPhysical/Common-sense Consistency:\nThe abstract visuals do not violate basic physical principles, but they fail to convey plausible or interpretable physical behavior corresponding to the prompt. The lack of a recognizable object and narrative makes it impossible to assess meaningful physical consistency, resulting in a minimal score (score 1).\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 1; Physical Consistency 1.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 1"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_3/index_tensor([5159, 5159])_group_3_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_3/index_tensor([5159, 5159])_group_3_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..c70a0afa8fa078c7f45fe1a67a9f944c152646bc
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_3/index_tensor([5159, 5159])_group_3_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
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+ "seed": 10256,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_3/index_5159_seed_10256_dp_6_rank_12_sample_0_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.84375,
+ "video_score2_ta": 2.59375,
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+ "video_score2_overall": 10.0625,
+ "avg": 10.078125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, static shot depicts the tip of a stationary paintbrush suspended in mid-air against the softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Slowly and deliberately, gravity overcomes the paint's high viscosity, causing the ball to begin its descent. Rather than falling, it stretches, carefully elongating downward into a perfect teardrop shape, its smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet immediately detaches, plummeting downward, away from the bottom of the frame, leaving behind the brush tip, now holding a slightly smaller amount of paint.",
+ "token_credit_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, static shot depicting the tip of a stationary paintbrush suspended in mid-air against a softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Gravity overcomes the paint's high viscosity, causing the ball to begin its descent. The paint stretches, carefully elongating downward into a perfect teardrop shape, with a smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet then plummets downward, away from the bottom of the frame, leaving behind the brush tip, which now holds a slightly smaller amount of paint.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The resolution is adequate, with clear rendering of the brush tip and the white paint. The background blur and warm lighting align with the prompt, contributing to a convincing depth and atmosphere. The paint surface shows gloss and wet highlights, and the teardrop shape is well-formed. The sequence remains stable with minimal artifacts, and the lighting remains consistent across frames. While the visuals are coherent and convincing, they do not reach the highest level of polish or ultra-fine detail, which is consistent with a Visual Quality score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including the extreme close-up framing, the stationary brush, the mid-air suspension, the soft backdrop, and the wet, glossy paint. However, certain dynamic aspects described in the prompt are not fully realized in the footage. The gravity-driven descent and the dramatic deformation into a teardrop are present but understated, and the moment of the thread breaking and the droplet detaching is not clearly depicted. Overall, the alignment is moderate, corresponding to a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: gravity acts on the droplet, the paint maintains a glossy appearance, and the brush remains stationary. The motion is generally believable, though some micro-physics details (such as the exact timing of the thread break and the subsequent rapid detachment) are not perfectly captured. This yields a moderate level of physical consistency, aligned with a score of 3.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.84375,
+ "TA": 2.59375,
+ "MQ": 3.640625,
+ "Overall": 10.0625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot depicting the tip of a stationary paintbrush suspended in mid-air against a softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Gravity overcomes the paint's high viscosity, causing the ball to begin its descent. The paint stretches, carefully elongating downward into a perfect teardrop shape, with a smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet then plummets downward, away from the bottom of the frame, leaving behind the brush tip, which now holds a slightly smaller amount of paint.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The resolution is adequate, with clear rendering of the brush tip and the white paint. The background blur and warm lighting align with the prompt, contributing to a convincing depth and atmosphere. The paint surface shows gloss and wet highlights, and the teardrop shape is well-formed. The sequence remains stable with minimal artifacts, and the lighting remains consistent across frames. While the visuals are coherent and convincing, they do not reach the highest level of polish or ultra-fine detail, which is consistent with a Visual Quality score of 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including the extreme close-up framing, the stationary brush, the mid-air suspension, the soft backdrop, and the wet, glossy paint. However, certain dynamic aspects described in the prompt are not fully realized in the footage. The gravity-driven descent and the dramatic deformation into a teardrop are present but understated, and the moment of the thread breaking and the droplet detaching is not clearly depicted. Overall, the alignment is moderate, corresponding to a Text-to-Video Alignment score of 3.\n\nPhysical/Common-sense Consistency:\nThe scene adheres to plausible physical behavior: gravity acts on the droplet, the paint maintains a glossy appearance, and the brush remains stationary. The motion is generally believable, though some micro-physics details (such as the exact timing of the thread break and the subsequent rapid detachment) are not perfectly captured. This yields a moderate level of physical consistency, aligned with a score of 3.\n\nGround-truth scores: Visual Quality = 4; Text-to-Video Alignment = 3; Physical Consistency = 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, static shot depicts the tip of a stationary paintbrush suspended in mid-air against the softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Slowly and deliberately, gravity overcomes the paint's high viscosity, causing the ball to begin its descent. Rather than falling, it stretches, carefully elongating downward into a perfect teardrop shape, its smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet immediately detaches, plummeting downward, away from the bottom of the frame, leaving behind the brush tip, now holding a slightly smaller amount of paint.",
+ "seed": 10257,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_3/index_5159_seed_10257_dp_6_rank_12_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 3,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.671875,
+ "video_score2_ta": 2.28125,
+ "video_score2_mq": 3.5,
+ "video_score2_overall": 9.4375,
+ "avg": 9.453125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "An extreme close-up, static shot depicts the tip of a stationary paintbrush suspended in mid-air against the softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Slowly and deliberately, gravity overcomes the paint's high viscosity, causing the ball to begin its descent. Rather than falling, it stretches, carefully elongating downward into a perfect teardrop shape, its smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet immediately detaches, plummeting downward, away from the bottom of the frame, leaving behind the brush tip, now holding a slightly smaller amount of paint.",
+ "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 an extreme close-up, static shot depicting the tip of a stationary paintbrush suspended in mid-air against a softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Gravity overcomes the paint's high viscosity, causing the ball to begin its descent. The paint stretches, carefully elongating downward into a perfect teardrop shape, its smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet immediately detaches, plunging downward, away from the bottom of the frame, leaving behind the brush tip, now holding a slightly smaller amount of paint\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid with good clarity and consistent lighting. The brush and paint are clearly visible, and the depth-of-field effect is convincing. There are no obvious artifacts or distortions, and color/contrast remain stable. However, the sequence does not fully realize the dramatic dynamic described in the prompt; the motion appears relatively restrained rather than exhibiting the rapid, fluid deformation and rupture implied. Overall, Visual Quality is strong but not exceptional (4).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements of the prompt—close-up framing, stationary brush, mid-air positioning, soft background, and visible highlights on the paint. However, key aspects of the described motion are underrepresented: there is little to no visible stretching or teardrop formation, and the dramatic rupture is absent. The result is a moderate alignment overall (3).\n\nPhysical/Common-sense Consistency Assessment:\nThe observed behavior aligns with basic gravity and viscosity expectations: the paint remains attached to the brush tip, with a plausible, though not highly dynamic, downward movement. The lack of the described dramatic deformation reduces the perceived realism somewhat, but the scene remains physically plausible. Overall, Physical Consistency is moderate (3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me 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 depicting the tip of a stationary paintbrush suspended in mid-air against a softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Gravity overcomes the paint's high viscosity, causing the ball to begin its descent. The paint stretches, carefully elongating downward into a perfect teardrop shape, its smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet immediately detaches, plunging downward, away from the bottom of the frame, leaving behind the brush tip, now holding a slightly smaller amount of paint\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid with good clarity and consistent lighting. The brush and paint are clearly visible, and the depth-of-field effect is convincing. There are no obvious artifacts or distortions, and color/contrast remain stable. However, the sequence does not fully realize the dramatic dynamic described in the prompt; the motion appears relatively restrained rather than exhibiting the rapid, fluid deformation and rupture implied. Overall, Visual Quality is strong but not exceptional (4).\n\nText-to-Video Alignment Assessment:\nThe video captures several elements of the prompt—close-up framing, stationary brush, mid-air positioning, soft background, and visible highlights on the paint. However, key aspects of the described motion are underrepresented: there is little to no visible stretching or teardrop formation, and the dramatic rupture is absent. The result is a moderate alignment overall (3).\n\nPhysical/Common-sense Consistency Assessment:\nThe observed behavior aligns with basic gravity and viscosity expectations: the paint remains attached to the brush tip, with a plausible, though not highly dynamic, downward movement. The lack of the described dramatic deformation reduces the perceived realism somewhat, but the scene remains physically plausible. Overall, Physical Consistency is moderate (3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 10258,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_3/index_5159_seed_10258_dp_7_rank_14_sample_2_slot_0.mp4",
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+ "question": "An extreme close-up, static shot depicts the tip of a stationary paintbrush suspended in mid-air against the softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Slowly and deliberately, gravity overcomes the paint's high viscosity, causing the ball to begin its descent. Rather than falling, it stretches, carefully elongating downward into a perfect teardrop shape, its smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet immediately detaches, plummeting downward, away from the bottom of the frame, leaving behind the brush tip, now holding a slightly smaller amount of paint.",
+ "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, static shot depicting the tip of a stationary paintbrush suspended in mid-air against a softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Gravity overcomes the paint's high viscosity, causing the ball to begin its descent. The paint stretches, carefully elongating downward into a perfect teardrop shape, its smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet immediately detaches, plunging downward, away from the bottom of the frame, leaving behind the brush tip, now holding a slightly smaller amount of paint\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid with good clarity and consistent lighting. The paintbrush remains clearly visible with a well-defined bristles region, and the white paint shows convincing viscosity and surface tension. The background blur and depth cues support a studio-like setting, and the overall color palette stays cohesive (warm tones with white paint). There are no obvious distortions or artifacts, and motion appears smooth across frames. However, there are minor deviations from the exact prompt details (e.g., bristles appearing somewhat synthetic rather than strictly natural, and the exact timing/shape of the teardrop not perfectly matching every moment). Overall, Visual Quality is strong but not flawless, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, stationary brush, mid-air positioning, and a soft, warm backdrop with controlled lighting. However, several nuanced aspects are only partially realized: the precise teardrop deformation and the dramatic, rapid transition described in the prompt are not fully captured, and some material properties (viscosity, surface reflections) are present but not perfectly matched. The result is a moderate alignment overall, corresponding to a score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene generally follows plausible physical behavior: gravity acts on the paint, surface tension holds the droplet, and the brush remains stationary. Some micro-dynamics (the exact timing of the teardrop formation, the moment of detachment, and the subsequent rapid fall) are simplified, leading to mild inconsistencies with real-world physics. Overall, physical consistency is acceptable but not perfect, aligning with a score around 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.734375,
+ "TA": 2.421875,
+ "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 an extreme close-up, static shot depicting the tip of a stationary paintbrush suspended in mid-air against a softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Gravity overcomes the paint's high viscosity, causing the ball to begin its descent. The paint stretches, carefully elongating downward into a perfect teardrop shape, its smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet immediately detaches, plunging downward, away from the bottom of the frame, leaving behind the brush tip, now holding a slightly smaller amount of paint\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid with good clarity and consistent lighting. The paintbrush remains clearly visible with a well-defined bristles region, and the white paint shows convincing viscosity and surface tension. The background blur and depth cues support a studio-like setting, and the overall color palette stays cohesive (warm tones with white paint). There are no obvious distortions or artifacts, and motion appears smooth across frames. However, there are minor deviations from the exact prompt details (e.g., bristles appearing somewhat synthetic rather than strictly natural, and the exact timing/shape of the teardrop not perfectly matching every moment). Overall, Visual Quality is strong but not flawless, aligning with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt—close-up framing, stationary brush, mid-air positioning, and a soft, warm backdrop with controlled lighting. However, several nuanced aspects are only partially realized: the precise teardrop deformation and the dramatic, rapid transition described in the prompt are not fully captured, and some material properties (viscosity, surface reflections) are present but not perfectly matched. The result is a moderate alignment overall, corresponding to a score around 3.\n\nPhysical/Common-sense Consistency:\nThe scene generally follows plausible physical behavior: gravity acts on the paint, surface tension holds the droplet, and the brush remains stationary. Some micro-dynamics (the exact timing of the teardrop formation, the moment of detachment, and the subsequent rapid fall) are simplified, leading to mild inconsistencies with real-world physics. Overall, physical consistency is acceptable but not perfect, aligning with a score around 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "An extreme close-up, static shot depicts the tip of a stationary paintbrush suspended in mid-air against the softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Slowly and deliberately, gravity overcomes the paint's high viscosity, causing the ball to begin its descent. Rather than falling, it stretches, carefully elongating downward into a perfect teardrop shape, its smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet immediately detaches, plummeting downward, away from the bottom of the frame, leaving behind the brush tip, now holding a slightly smaller amount of paint.",
+ "seed": 10259,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_3/index_5159_seed_10259_dp_7_rank_14_sample_3_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 4.0,
+ "video_score2_ta": 2.671875,
+ "video_score2_mq": 3.65625,
+ "video_score2_overall": 10.375,
+ "avg": 10.328125,
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+ "question": "An extreme close-up, static shot depicts the tip of a stationary paintbrush suspended in mid-air against the softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Slowly and deliberately, gravity overcomes the paint's high viscosity, causing the ball to begin its descent. Rather than falling, it stretches, carefully elongating downward into a perfect teardrop shape, its smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet immediately detaches, plummeting downward, away from the bottom of the frame, leaving behind the brush tip, now holding a slightly smaller amount of paint.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot depicting the tip of a stationary paintbrush suspended in mid-air against a softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Gravity overcomes the paint's high viscosity, causing the ball to begin its descent. The paint stretches, carefully elongating downward into a perfect teardrop shape, with a smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet then plummets downward, away from the bottom of the frame, leaving behind the brush tip, which now holds a slightly smaller amount of paint.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The close-up framing, shallow depth of field, and warm lighting align with the prompt, and the brush and paint are clearly rendered with convincing texture and translucency. The sequence remains stable with minimal artifacts, and the paint's glossy appearance reads realistically. However, there are minor inconsistencies in the exact timing and fluidity of the drip and in the precise interaction between the paint and the brush across frames, preventing a perfect match to the described dynamics. Overall, Visual Quality is strong but not flawless (score 4).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up perspective, stationary setup, and a mid-air presentation with a soft, warm backdrop. Yet the dynamic progression described in the prompt is not fully realized: the paint does not visibly detach from the brush nor does it descend with the dramatic, gravity-driven motion implied. The result is a moderate alignment: some aspects are present, while others are underrepresented or missing. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible material properties: the paint appears viscous and glossy, the brush bristles look authentic, and lighting/shadows are coherent with a controlled studio environment. There are no obvious physical contradictions, though the motion and deformation are not fully consistent with the described dynamics, resulting in a moderate level of common-sense consistency (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 4.0,
+ "TA": 2.671875,
+ "MQ": 3.65625,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes an extreme close-up, static shot depicting the tip of a stationary paintbrush suspended in mid-air against a softly blurred, warm backdrop of an artist's studio. A single, focused light source on the left illuminates the scene, creating bright, wet highlights on the surface of a ball of opaque, glossy white paint clinging to a well-worn tan bristle. The atmosphere is one of quiet tension and anticipation. Gravity overcomes the paint's high viscosity, causing the ball to begin its descent. The paint stretches, carefully elongating downward into a perfect teardrop shape, with a smooth surface reflecting light as it deforms. The thread connecting the droplet to the brush tapers, stretching into a fragile, almost invisible filament before snapping swiftly and decisively. The dense white droplet then plummets downward, away from the bottom of the frame, leaving behind the brush tip, which now holds a slightly smaller amount of paint.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid overall. The close-up framing, shallow depth of field, and warm lighting align with the prompt, and the brush and paint are clearly rendered with convincing texture and translucency. The sequence remains stable with minimal artifacts, and the paint's glossy appearance reads realistically. However, there are minor inconsistencies in the exact timing and fluidity of the drip and in the precise interaction between the paint and the brush across frames, preventing a perfect match to the described dynamics. Overall, Visual Quality is strong but not flawless (score 4).\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt—close-up perspective, stationary setup, and a mid-air presentation with a soft, warm backdrop. Yet the dynamic progression described in the prompt is not fully realized: the paint does not visibly detach from the brush nor does it descend with the dramatic, gravity-driven motion implied. The result is a moderate alignment: some aspects are present, while others are underrepresented or missing. Overall, Text-to-Video Alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible material properties: the paint appears viscous and glossy, the brush bristles look authentic, and lighting/shadows are coherent with a controlled studio environment. There are no obvious physical contradictions, though the motion and deformation are not fully consistent with the described dynamics, resulting in a moderate level of common-sense consistency (score 3).\n\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_4/index_tensor([9928, 9928])_group_4_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_4/index_tensor([9928, 9928])_group_4_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ac8038261be4d9f8ea515af6a37085b94c8b494c
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_4/index_tensor([9928, 9928])_group_4_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "striking overhead close-up, shot in stark black and white, reveals the cracked, dry earth rising suddenly as a marmot's head, swathed in mud, bursts through the surface. Its thick, coarse fur is stained with dark earth particles, with only a few wisps appearing bright white in the harsh sunlight. Its small, glistening black eyes blink vigilantly. As the camera tilts upward and zooms out, the marmot paws scrape through the loose earth, its sturdy, powerful body emerging fully from its burrow, poised firmly on the ground. After a brief pause, its entire body shakes violently, almost convulsively. In an instant, a cloud of fine dust and soil particles explodes from its body. Countless tiny particles, rendered as shimmering white specks by the extreme light and shadow, contrast sharply with the deep shadows of its fur and the pure darkness of the background, imbuing the image with a sense of primal power and dramatic tension.",
+ "seed": 26918,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_4/index_9928_seed_26918_dp_8_rank_16_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 2.828125,
+ "video_score2_ta": 2.203125,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 7.9375,
+ "avg": 7.9375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "striking overhead close-up, shot in stark black and white, reveals the cracked, dry earth rising suddenly as a marmot's head, swathed in mud, bursts through the surface. Its thick, coarse fur is stained with dark earth particles, with only a few wisps appearing bright white in the harsh sunlight. Its small, glistening black eyes blink vigilantly. As the camera tilts upward and zooms out, the marmot paws scrape through the loose earth, its sturdy, powerful body emerging fully from its burrow, poised firmly on the ground. After a brief pause, its entire body shakes violently, almost convulsively. In an instant, a cloud of fine dust and soil particles explodes from its body. Countless tiny particles, rendered as shimmering white specks by the extreme light and shadow, contrast sharply with the deep shadows of its fur and the pure darkness of the background, imbuing the image with a sense of primal power and dramatic tension.",
+ "token_credit_reward": 7.9375,
+ "selected_reward": 7.9375,
+ "frame_importance": [
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a striking overhead close-up in stark black and white, featuring a marmot emerging from cracked, dry earth, with the animal's head rising as if bursting through the surface. The fur is coarse and dark, with some lighter areas; the eyes are small and dark; the scene includes a tilt upward and a zoom-out, with the marmot's paws interacting with loose earth and a moment of intense shaking that produces a cloud of dust. The overall intent is to convey a dramatic, high-contrast moment of emergence.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the marmot’s fur and the surrounding soil, but there are occasional softness and minor artifacts that prevent a higher-fidelity look. The sequence remains coherent across frames, with no severe distortions or abrupt jumps, though some frames exhibit slight blur or noise. The lighting is generally consistent, and the subject remains distinguishable from the background, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the video presents a marmot-like creature and a disturbed-earth setting, several key elements from the prompt are not convincingly realized. The footage does not clearly deliver a stark black-and-white aesthetic, and the dramatic, high-contrast lighting described is not evident. The specific dynamic moments—such as the head bursting through the surface, a pronounced tilt-up/zoom-out progression, and a clearly depicted sequence of the marmot emerging with a shake and dust plume—are not convincingly captured. Overall, the narrative alignment is partial rather than faithful to the original description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The creature’s anatomy and interaction with the soil appear plausible, and the general motion aligns with expected biology. However, some environmental cues and timing feel slightly off, and the dust and particle effects do not always cohere with the lighting and scene geometry. No major anatomical errors are present, but the scene lacks stronger coherence in environmental dynamics and timing.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 2.203125,
+ "MQ": 2.90625,
+ "Overall": 7.9375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a striking overhead close-up in stark black and white, featuring a marmot emerging from cracked, dry earth, with the animal's head rising as if bursting through the surface. The fur is coarse and dark, with some lighter areas; the eyes are small and dark; the scene includes a tilt upward and a zoom-out, with the marmot's paws interacting with loose earth and a moment of intense shaking that produces a cloud of dust. The overall intent is to convey a dramatic, high-contrast moment of emergence.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the marmot’s fur and the surrounding soil, but there are occasional softness and minor artifacts that prevent a higher-fidelity look. The sequence remains coherent across frames, with no severe distortions or abrupt jumps, though some frames exhibit slight blur or noise. The lighting is generally consistent, and the subject remains distinguishable from the background, but the overall polish does not reach high-end levels.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the video presents a marmot-like creature and a disturbed-earth setting, several key elements from the prompt are not convincingly realized. The footage does not clearly deliver a stark black-and-white aesthetic, and the dramatic, high-contrast lighting described is not evident. The specific dynamic moments—such as the head bursting through the surface, a pronounced tilt-up/zoom-out progression, and a clearly depicted sequence of the marmot emerging with a shake and dust plume—are not convincingly captured. Overall, the narrative alignment is partial rather than faithful to the original description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The creature’s anatomy and interaction with the soil appear plausible, and the general motion aligns with expected biology. However, some environmental cues and timing feel slightly off, and the dust and particle effects do not always cohere with the lighting and scene geometry. No major anatomical errors are present, but the scene lacks stronger coherence in environmental dynamics and timing.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "striking overhead close-up, shot in stark black and white, reveals the cracked, dry earth rising suddenly as a marmot's head, swathed in mud, bursts through the surface. Its thick, coarse fur is stained with dark earth particles, with only a few wisps appearing bright white in the harsh sunlight. Its small, glistening black eyes blink vigilantly. As the camera tilts upward and zooms out, the marmot paws scrape through the loose earth, its sturdy, powerful body emerging fully from its burrow, poised firmly on the ground. After a brief pause, its entire body shakes violently, almost convulsively. In an instant, a cloud of fine dust and soil particles explodes from its body. Countless tiny particles, rendered as shimmering white specks by the extreme light and shadow, contrast sharply with the deep shadows of its fur and the pure darkness of the background, imbuing the image with a sense of primal power and dramatic tension.",
+ "seed": 26919,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_4/index_9928_seed_26919_dp_8_rank_16_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 3.765625,
+ "video_score2_ta": 1.734375,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 8.625,
+ "avg": 8.609375,
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+ "question": "striking overhead close-up, shot in stark black and white, reveals the cracked, dry earth rising suddenly as a marmot's head, swathed in mud, bursts through the surface. Its thick, coarse fur is stained with dark earth particles, with only a few wisps appearing bright white in the harsh sunlight. Its small, glistening black eyes blink vigilantly. As the camera tilts upward and zooms out, the marmot paws scrape through the loose earth, its sturdy, powerful body emerging fully from its burrow, poised firmly on the ground. After a brief pause, its entire body shakes violently, almost convulsively. In an instant, a cloud of fine dust and soil particles explodes from its body. Countless tiny particles, rendered as shimmering white specks by the extreme light and shadow, contrast sharply with the deep shadows of its fur and the pure darkness of the background, imbuing the image with a sense of primal power and dramatic tension.",
+ "token_credit_reward": 8.625,
+ "selected_reward": 8.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic sequence where a marmot emerges from a burrow under stark black-and-white lighting, with the animal's head breaking through cracked, dry earth, followed by a tilt up and a dramatic shake that sends dust particles flying. The video, however, presents a different interpretation: it shows a marmot already above ground with a relatively calm demeanor, filmed in color rather than black and white, and without the described dynamic emergence or explosive dust effects. Overall, the alignment between the prompt and the actual footage is limited, reflecting a low-to-moderate level of fidelity to the intended narrative.\n\nVisual Quality Analysis:\nThe frames exhibit solid technical quality: decent resolution, clear fur texture, discernible facial features, and natural-looking earth tones. Lighting remains consistent across shots, and there are no obvious distortions or artifacts. While the imagery is coherent and visually competent, it does not reach high-end cinematic polish, which is consistent with a moderate Visual Quality assessment.\n\nText-to-Video Alignment Analysis:\nThere are notable mismatches between the prompt and the video content. The scene lacks the stark black-and-white aesthetic, the dramatic emergence from the ground, and the intense action (tilt, shake, dust explosion). The marmot appears above ground in a more static, observational moment, with no evidence of the described dynamic sequence. This results in a low-to-moderate alignment score, indicating meaningful but incomplete adherence to the original creative direction.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy, natural fur rendering, and believable environmental interaction. The marmot’s proportions, posture, and interaction with the ground are coherent, and there are no obvious physical inconsistencies. The overall realism is solid, supporting a moderate level of common-sense consistency.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 2\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.765625,
+ "TA": 1.734375,
+ "MQ": 3.109375,
+ "Overall": 8.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic sequence where a marmot emerges from a burrow under stark black-and-white lighting, with the animal's head breaking through cracked, dry earth, followed by a tilt up and a dramatic shake that sends dust particles flying. The video, however, presents a different interpretation: it shows a marmot already above ground with a relatively calm demeanor, filmed in color rather than black and white, and without the described dynamic emergence or explosive dust effects. Overall, the alignment between the prompt and the actual footage is limited, reflecting a low-to-moderate level of fidelity to the intended narrative.\n\nVisual Quality Analysis:\nThe frames exhibit solid technical quality: decent resolution, clear fur texture, discernible facial features, and natural-looking earth tones. Lighting remains consistent across shots, and there are no obvious distortions or artifacts. While the imagery is coherent and visually competent, it does not reach high-end cinematic polish, which is consistent with a moderate Visual Quality assessment.\n\nText-to-Video Alignment Analysis:\nThere are notable mismatches between the prompt and the video content. The scene lacks the stark black-and-white aesthetic, the dramatic emergence from the ground, and the intense action (tilt, shake, dust explosion). The marmot appears above ground in a more static, observational moment, with no evidence of the described dynamic sequence. This results in a low-to-moderate alignment score, indicating meaningful but incomplete adherence to the original creative direction.\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy, natural fur rendering, and believable environmental interaction. The marmot’s proportions, posture, and interaction with the ground are coherent, and there are no obvious physical inconsistencies. The overall realism is solid, supporting a moderate level of common-sense consistency.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 2\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "striking overhead close-up, shot in stark black and white, reveals the cracked, dry earth rising suddenly as a marmot's head, swathed in mud, bursts through the surface. Its thick, coarse fur is stained with dark earth particles, with only a few wisps appearing bright white in the harsh sunlight. Its small, glistening black eyes blink vigilantly. As the camera tilts upward and zooms out, the marmot paws scrape through the loose earth, its sturdy, powerful body emerging fully from its burrow, poised firmly on the ground. After a brief pause, its entire body shakes violently, almost convulsively. In an instant, a cloud of fine dust and soil particles explodes from its body. Countless tiny particles, rendered as shimmering white specks by the extreme light and shadow, contrast sharply with the deep shadows of its fur and the pure darkness of the background, imbuing the image with a sense of primal power and dramatic tension.",
+ "seed": 26920,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_4/index_9928_seed_26920_dp_9_rank_18_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 4,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a striking overhead close-up in stark black and white, featuring a marmot breaking through cracked, dry earth under harsh sunlight, with the animal's head emerging, marmot paws scratching through loose earth, a brief pause, then a violent shake, followed by a cloud of dust particles. The description emphasizes dynamic action, high contrast lighting, and a sense of primal power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the marmot and surrounding soil, but there are noticeable issues that prevent a higher rating. Frame 1 exhibits motion blur and some softness; Frames 2–5 retain reasonable sharpness but occasional compression artifacts and slight color/contrast inconsistencies appear across frames. The sequence remains coherent, but it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the video includes a marmot, visible dirt, and a disturbed earth surface, several key elements from the prompt are not realized. The footage is not presented in stark black and white, and the dramatic lighting and high-contrast aesthetic are missing. The specific actions described—emerging head, paw scratching, brief pause, violent shake, and a cloud of dust particles—are not clearly depicted or sequenced as described. Overall, the narrative alignment is partial rather than faithful.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The marmot’s anatomy and interaction with the soil appear plausible, and the scene maintains believable scale and motion. However, some details are not strongly convincing: the exact emergence sequence and the timing of the shake are not clearly demonstrated, and the dust cloud lacks a clearly defined source and dispersion pattern. No major physical implausibilities are evident, but the overall realism is not strong.\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": 2.921875,
+ "TA": 2.34375,
+ "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 striking overhead close-up in stark black and white, featuring a marmot breaking through cracked, dry earth under harsh sunlight, with the animal's head emerging, marmot paws scratching through loose earth, a brief pause, then a violent shake, followed by a cloud of dust particles. The description emphasizes dynamic action, high contrast lighting, and a sense of primal power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent detail in the marmot and surrounding soil, but there are noticeable issues that prevent a higher rating. Frame 1 exhibits motion blur and some softness; Frames 2–5 retain reasonable sharpness but occasional compression artifacts and slight color/contrast inconsistencies appear across frames. The sequence remains coherent, but it does not reach high-fidelity visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While the video includes a marmot, visible dirt, and a disturbed earth surface, several key elements from the prompt are not realized. The footage is not presented in stark black and white, and the dramatic lighting and high-contrast aesthetic are missing. The specific actions described—emerging head, paw scratching, brief pause, violent shake, and a cloud of dust particles—are not clearly depicted or sequenced as described. Overall, the narrative alignment is partial rather than faithful.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The marmot’s anatomy and interaction with the soil appear plausible, and the scene maintains believable scale and motion. However, some details are not strongly convincing: the exact emergence sequence and the timing of the shake are not clearly demonstrated, and the dust cloud lacks a clearly defined source and dispersion pattern. No major physical implausibilities are evident, but the overall realism is not strong.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 2; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "striking overhead close-up, shot in stark black and white, reveals the cracked, dry earth rising suddenly as a marmot's head, swathed in mud, bursts through the surface. Its thick, coarse fur is stained with dark earth particles, with only a few wisps appearing bright white in the harsh sunlight. Its small, glistening black eyes blink vigilantly. As the camera tilts upward and zooms out, the marmot paws scrape through the loose earth, its sturdy, powerful body emerging fully from its burrow, poised firmly on the ground. After a brief pause, its entire body shakes violently, almost convulsively. In an instant, a cloud of fine dust and soil particles explodes from its body. Countless tiny particles, rendered as shimmering white specks by the extreme light and shadow, contrast sharply with the deep shadows of its fur and the pure darkness of the background, imbuing the image with a sense of primal power and dramatic tension.",
+ "seed": 26921,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_4/index_9928_seed_26921_dp_9_rank_18_sample_3_slot_1.mp4",
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+ "video_score2_vq": 3.4375,
+ "video_score2_ta": 1.578125,
+ "video_score2_mq": 2.828125,
+ "video_score2_overall": 7.8125,
+ "avg": 7.84375,
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+ "question": "striking overhead close-up, shot in stark black and white, reveals the cracked, dry earth rising suddenly as a marmot's head, swathed in mud, bursts through the surface. Its thick, coarse fur is stained with dark earth particles, with only a few wisps appearing bright white in the harsh sunlight. Its small, glistening black eyes blink vigilantly. As the camera tilts upward and zooms out, the marmot paws scrape through the loose earth, its sturdy, powerful body emerging fully from its burrow, poised firmly on the ground. After a brief pause, its entire body shakes violently, almost convulsively. In an instant, a cloud of fine dust and soil particles explodes from its body. Countless tiny particles, rendered as shimmering white specks by the extreme light and shadow, contrast sharply with the deep shadows of its fur and the pure darkness of the background, imbuing the image with a sense of primal power and dramatic tension.",
+ "token_credit_reward": 7.8125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic sequence where a marmot emerges from a burrow, with a stark black-and-white aesthetic, dynamic camera movement, and a vivid depiction of the creature's emergence and subsequent action. The actual video frames do not realize these elements; the footage centers on a close-up of a marmot's face with natural coloration and no evident dramatic lighting or camera choreography. Overall, the alignment between the prompt and the video content is severely misaligned.\n\nVisual Quality Analysis:\nThe frames show moderate resolution with some softness and mild blur, but the subject remains identifiable. There are no obvious distortions or artifacts that would severely degrade viewing experience. Overall, visual quality is acceptable and mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a strong mismatch between the prompt and the video. The requested dramatic black-and-white, high-contrast lighting, and the specific sequence (emergence from a burrow, dynamic camera movement, and explosive dust) are not present. The video instead presents a close-up of a marmot's face in natural color, with no evident camera tilt, zoom-out, or dramatic lighting. This constitutes a severe misalignment (score 1).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy and naturalistic rendering of the marmot’s features, with coherent lighting and shading consistent with real-world expectations. While the scene does not fulfill the narrative prompt, the animal’s form and environmental interaction appear physically plausible, yielding a moderate level of common-sense consistency (score 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": 3.4375,
+ "TA": 1.578125,
+ "MQ": 2.828125,
+ "Overall": 7.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dramatic sequence where a marmot emerges from a burrow, with a stark black-and-white aesthetic, dynamic camera movement, and a vivid depiction of the creature's emergence and subsequent action. The actual video frames do not realize these elements; the footage centers on a close-up of a marmot's face with natural coloration and no evident dramatic lighting or camera choreography. Overall, the alignment between the prompt and the video content is severely misaligned.\n\nVisual Quality Analysis:\nThe frames show moderate resolution with some softness and mild blur, but the subject remains identifiable. There are no obvious distortions or artifacts that would severely degrade viewing experience. Overall, visual quality is acceptable and mid-range (score 3).\n\nText-to-Video Alignment Analysis:\nThere is a strong mismatch between the prompt and the video. The requested dramatic black-and-white, high-contrast lighting, and the specific sequence (emergence from a burrow, dynamic camera movement, and explosive dust) are not present. The video instead presents a close-up of a marmot's face in natural color, with no evident camera tilt, zoom-out, or dramatic lighting. This constitutes a severe misalignment (score 1).\n\nPhysical/Common-sense Consistency:\nThe depiction maintains plausible anatomy and naturalistic rendering of the marmot’s features, with coherent lighting and shading consistent with real-world expectations. While the scene does not fulfill the narrative prompt, the animal’s form and environmental interaction appear physically plausible, yielding a moderate level of common-sense consistency (score 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/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_5/index_tensor([9821, 9821])_group_5_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_5/index_tensor([9821, 9821])_group_5_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..df51cdc7a3523028027dcf77f0f8bd6bfa6b2bf6
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_5/index_tensor([9821, 9821])_group_5_rewards.json
@@ -0,0 +1,10210 @@
+[
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+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_5/index_9821_seed_17651_dp_10_rank_20_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 dynamic confrontation between a Taoist priest and a female ghost in a deserted ancient temple, with specific atmospheric elements and supernatural dynamics. The video largely follows this setup, but several key prompt details are not consistently realized across the sequence.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional compression artifacts. Atmospheric effects like mist and lighting contribute to mood, yet fine details remain blurred and some textures look underdeveloped. The motion appears reasonably smooth, though there may be minor frame-to-frame inconsistencies that aren’t obvious from stills. In sum, the visuals convey the intended scene but lack sharpness and polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents the core elements—an elderly figure in dark robes wielding a sword, a ghostly opponent in light clothing, and a temple setting with dramatic lighting. However, several prompt specifics are not clearly depicted: the “gaping hole in the roof” is not evident; the “handedness” of the sword grip is ambiguous; the “steady horse stance” is not convincingly portrayed; the “dancing” yellow talismans and their spontaneous ignition are not clearly shown. Overall, the scene captures the gist but misses or obscures many nuanced details.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The action reads as a stylized confrontation with plausible body mechanics and weapon handling, and the supernatural elements are integrated in a way that remains coherent within the fantasy setting. Some interactions (e.g., timing of magical effects, relative scales) feel slightly off or underdeveloped, but nothing breaks the overall plausibility of the scene.\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": 2.796875,
+ "TA": 2.828125,
+ "MQ": 2.8125,
+ "Overall": 8.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic confrontation between a Taoist priest and a female ghost in a deserted ancient temple, with specific atmospheric elements and supernatural dynamics. The video largely follows this setup, but several key prompt details are not consistently realized across the sequence.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional compression artifacts. Atmospheric effects like mist and lighting contribute to mood, yet fine details remain blurred and some textures look underdeveloped. The motion appears reasonably smooth, though there may be minor frame-to-frame inconsistencies that aren’t obvious from stills. In sum, the visuals convey the intended scene but lack sharpness and polish.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is moderate (score 3). The video presents the core elements—an elderly figure in dark robes wielding a sword, a ghostly opponent in light clothing, and a temple setting with dramatic lighting. However, several prompt specifics are not clearly depicted: the “gaping hole in the roof” is not evident; the “handedness” of the sword grip is ambiguous; the “steady horse stance” is not convincingly portrayed; the “dancing” yellow talismans and their spontaneous ignition are not clearly shown. Overall, the scene captures the gist but misses or obscures many nuanced details.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The action reads as a stylized confrontation with plausible body mechanics and weapon handling, and the supernatural elements are integrated in a way that remains coherent within the fantasy setting. Some interactions (e.g., timing of magical effects, relative scales) feel slightly off or underdeveloped, but nothing breaks the overall plausibility of the scene.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic medium shot, panning rapidly to the left, captures a fierce confrontation within a deserted ancient temple. Cold moonlight pours through a gaping hole in the roof, illuminating the swirling dust and the crumbling beams and pillars, shrouded in cobwebs. An elderly Taoist priest, clad in a dark blue robe and a stern face, his hair crowned with a Taoist bun, stands in a steady horse stance, his hands tightly gripping a mahogany sword engraved with ancient runes and radiating a faint golden halo. He decisively steps forward to block. His opponent, a female ghost in tattered white clothes, her long black hair tangled in magical currents, pounces with physics-defying, lightning-fast speed. Her pale face, hollow eyes, betrays endless resentment, and her long nails nearly touch the Taoist's face. Between the two, dozens of yellow talismans painted with red cinnabar were not static, but swirled and danced violently in the chaotic air currents. Several of them spontaneously ignited as they approached the female ghost, emitting brief, bright golden sparks. The entire scene was intertwined with the cold blue moonlight and the warm golden light of the talismans and magic swords. The rapid shifts of light and shadow created an atmosphere of high-speed dynamics and tense confrontation filled with supernatural power.",
+ "seed": 17652,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_5/index_9821_seed_17652_dp_10_rank_20_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.0,
+ "video_score2_ta": 2.421875,
+ "video_score2_mq": 2.734375,
+ "video_score2_overall": 7.1875,
+ "avg": 7.15625,
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+ "question": "dynamic medium shot, panning rapidly to the left, captures a fierce confrontation within a deserted ancient temple. Cold moonlight pours through a gaping hole in the roof, illuminating the swirling dust and the crumbling beams and pillars, shrouded in cobwebs. An elderly Taoist priest, clad in a dark blue robe and a stern face, his hair crowned with a Taoist bun, stands in a steady horse stance, his hands tightly gripping a mahogany sword engraved with ancient runes and radiating a faint golden halo. He decisively steps forward to block. His opponent, a female ghost in tattered white clothes, her long black hair tangled in magical currents, pounces with physics-defying, lightning-fast speed. Her pale face, hollow eyes, betrays endless resentment, and her long nails nearly touch the Taoist's face. Between the two, dozens of yellow talismans painted with red cinnabar were not static, but swirled and danced violently in the chaotic air currents. Several of them spontaneously ignited as they approached the female ghost, emitting brief, bright golden sparks. The entire scene was intertwined with the cold blue moonlight and the warm golden light of the talismans and magic swords. The rapid shifts of light and shadow created an atmosphere of high-speed dynamics and tense confrontation filled with supernatural power.",
+ "token_credit_reward": 7.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic confrontation between a Taoist priest and a female ghost in a deserted ancient temple, with specific atmospheric and supernatural elements. While the video presents a temple setting and some magical effects, several key prompt details are not consistently realized, resulting in only partial fidelity to the described scene.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, with recognizable characters and environment. There are occasional motion blur during action moments and minor compression artifacts that slightly reduce sharpness. Lighting remains coherent across shots, and the supernatural elements are integrated without breaking immersion. The sequence maintains a cinematic feel, 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 the core idea of a temple confrontation and includes the main characters and some magical effects. However, several specific prompt details are underrepresented or inconsistently rendered: the exact attire and weapon details (e.g., the priest’s robes and sword), the precise depiction of the female ghost, and the detailed dynamics of the magical talismans and their interactions. The pacing and dramatic tension are present but do not fully realize the depth and specificity of the original description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and character proportions, with believable combat choreography and environmental lighting. Some magical elements exhibit non-physical behavior, which reads as intentional fantasy rather than a flaw, though a few interactions could be more grounded in real-world physics. Overall, the video maintains plausible coherence while embracing fantastical dynamics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.0,
+ "TA": 2.421875,
+ "MQ": 2.734375,
+ "Overall": 7.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate it across the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a dynamic confrontation between a Taoist priest and a female ghost in a deserted ancient temple, with specific atmospheric and supernatural elements. While the video presents a temple setting and some magical effects, several key prompt details are not consistently realized, resulting in only partial fidelity to the described scene.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and general clarity, with recognizable characters and environment. There are occasional motion blur during action moments and minor compression artifacts that slightly reduce sharpness. Lighting remains coherent across shots, and the supernatural elements are integrated without breaking immersion. The sequence maintains a cinematic feel, 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 the core idea of a temple confrontation and includes the main characters and some magical effects. However, several specific prompt details are underrepresented or inconsistently rendered: the exact attire and weapon details (e.g., the priest’s robes and sword), the precise depiction of the female ghost, and the detailed dynamics of the magical talismans and their interactions. The pacing and dramatic tension are present but do not fully realize the depth and specificity of the original description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and character proportions, with believable combat choreography and environmental lighting. Some magical elements exhibit non-physical behavior, which reads as intentional fantasy rather than a flaw, though a few interactions could be more grounded in real-world physics. Overall, the video maintains plausible coherence while embracing fantastical dynamics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic medium shot, panning rapidly to the left, captures a fierce confrontation within a deserted ancient temple. Cold moonlight pours through a gaping hole in the roof, illuminating the swirling dust and the crumbling beams and pillars, shrouded in cobwebs. An elderly Taoist priest, clad in a dark blue robe and a stern face, his hair crowned with a Taoist bun, stands in a steady horse stance, his hands tightly gripping a mahogany sword engraved with ancient runes and radiating a faint golden halo. He decisively steps forward to block. His opponent, a female ghost in tattered white clothes, her long black hair tangled in magical currents, pounces with physics-defying, lightning-fast speed. Her pale face, hollow eyes, betrays endless resentment, and her long nails nearly touch the Taoist's face. Between the two, dozens of yellow talismans painted with red cinnabar were not static, but swirled and danced violently in the chaotic air currents. Several of them spontaneously ignited as they approached the female ghost, emitting brief, bright golden sparks. The entire scene was intertwined with the cold blue moonlight and the warm golden light of the talismans and magic swords. The rapid shifts of light and shadow created an atmosphere of high-speed dynamics and tense confrontation filled with supernatural power.",
+ "seed": 17653,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_5/index_9821_seed_17653_dp_11_rank_22_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "group_idx": 5,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.609375,
+ "video_score2_ta": 2.875,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.4375,
+ "avg": 8.421875,
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+ "question": "dynamic medium shot, panning rapidly to the left, captures a fierce confrontation within a deserted ancient temple. Cold moonlight pours through a gaping hole in the roof, illuminating the swirling dust and the crumbling beams and pillars, shrouded in cobwebs. An elderly Taoist priest, clad in a dark blue robe and a stern face, his hair crowned with a Taoist bun, stands in a steady horse stance, his hands tightly gripping a mahogany sword engraved with ancient runes and radiating a faint golden halo. He decisively steps forward to block. His opponent, a female ghost in tattered white clothes, her long black hair tangled in magical currents, pounces with physics-defying, lightning-fast speed. Her pale face, hollow eyes, betrays endless resentment, and her long nails nearly touch the Taoist's face. Between the two, dozens of yellow talismans painted with red cinnabar were not static, but swirled and danced violently in the chaotic air currents. Several of them spontaneously ignited as they approached the female ghost, emitting brief, bright golden sparks. The entire scene was intertwined with the cold blue moonlight and the warm golden light of the talismans and magic swords. The rapid shifts of light and shadow created an atmosphere of high-speed dynamics and tense confrontation filled with supernatural 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 dynamic confrontation between a stern elderly Taoist priest in a dark blue robe and a female ghost in tattered white clothes, set within a deserted ancient temple. Key elements include a large hole in the roof with cold moonlight, swirling dust, crumbling beams and pillars, cobwebs, the priest in a steady horse stance with a mahogany sword bearing ancient runes and a faint golden halo, the ghost moving with supernatural speed, and magical yellow talismans with red cinnabar that swirl and illuminate the scene with warm golden sparks. The overall mood is one of high-speed dynamics and tense confrontation.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur during action moments. The color palette remains consistent with cool blues and warm highlights, and lighting effects are present but not always crisply defined. There are no major distortions or artifacts, and transitions are generally smooth, though some frames exhibit slight blur during fast movements. In sum, the visuals convey the intended atmosphere but do not reach high-fidelity sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: the elderly priest in a dark blue robe with a visible sword, the female ghost in white, the temple setting with moonlight and dust, and the presence of magical effects such as swirling talismans and glowing accents. Some finer details—such as exact facial expressions, precise hand positioning, and the intensity of the magical interactions—are not perfectly matched, but the main narrative and visual motifs align well with the description. Overall, the video demonstrates solid fidelity to the prompt with only minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains coherent spatial relationships and plausible character interactions, with the supernatural elements integrated in a way that supports the narrative. However, there are occasional inconsistencies in how magical effects interact with the environment and with each other, and some timing or scale cues feel slightly off, preventing a higher level of 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": 2.609375,
+ "TA": 2.875,
+ "MQ": 2.9375,
+ "Overall": 8.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a dynamic confrontation between a stern elderly Taoist priest in a dark blue robe and a female ghost in tattered white clothes, set within a deserted ancient temple. Key elements include a large hole in the roof with cold moonlight, swirling dust, crumbling beams and pillars, cobwebs, the priest in a steady horse stance with a mahogany sword bearing ancient runes and a faint golden halo, the ghost moving with supernatural speed, and magical yellow talismans with red cinnabar that swirl and illuminate the scene with warm golden sparks. The overall mood is one of high-speed dynamics and tense confrontation.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with some softness and occasional motion blur during action moments. The color palette remains consistent with cool blues and warm highlights, and lighting effects are present but not always crisply defined. There are no major distortions or artifacts, and transitions are generally smooth, though some frames exhibit slight blur during fast movements. In sum, the visuals convey the intended atmosphere but do not reach high-fidelity sharpness.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: the elderly priest in a dark blue robe with a visible sword, the female ghost in white, the temple setting with moonlight and dust, and the presence of magical effects such as swirling talismans and glowing accents. Some finer details—such as exact facial expressions, precise hand positioning, and the intensity of the magical interactions—are not perfectly matched, but the main narrative and visual motifs align well with the description. Overall, the video demonstrates solid fidelity to the prompt with only minor deviations.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains coherent spatial relationships and plausible character interactions, with the supernatural elements integrated in a way that supports the narrative. However, there are occasional inconsistencies in how magical effects interact with the environment and with each other, and some timing or scale cues feel slightly off, preventing a higher level of believability.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "dynamic medium shot, panning rapidly to the left, captures a fierce confrontation within a deserted ancient temple. Cold moonlight pours through a gaping hole in the roof, illuminating the swirling dust and the crumbling beams and pillars, shrouded in cobwebs. An elderly Taoist priest, clad in a dark blue robe and a stern face, his hair crowned with a Taoist bun, stands in a steady horse stance, his hands tightly gripping a mahogany sword engraved with ancient runes and radiating a faint golden halo. He decisively steps forward to block. His opponent, a female ghost in tattered white clothes, her long black hair tangled in magical currents, pounces with physics-defying, lightning-fast speed. Her pale face, hollow eyes, betrays endless resentment, and her long nails nearly touch the Taoist's face. Between the two, dozens of yellow talismans painted with red cinnabar were not static, but swirled and danced violently in the chaotic air currents. Several of them spontaneously ignited as they approached the female ghost, emitting brief, bright golden sparks. The entire scene was intertwined with the cold blue moonlight and the warm golden light of the talismans and magic swords. The rapid shifts of light and shadow created an atmosphere of high-speed dynamics and tense confrontation filled with supernatural power.",
+ "seed": 17654,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_5/index_9821_seed_17654_dp_11_rank_22_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 5,
+ "rank_in_group": 1,
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+ "video_score2_vq": 2.421875,
+ "video_score2_ta": 2.984375,
+ "video_score2_mq": 2.90625,
+ "video_score2_overall": 8.3125,
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+ "question": "dynamic medium shot, panning rapidly to the left, captures a fierce confrontation within a deserted ancient temple. Cold moonlight pours through a gaping hole in the roof, illuminating the swirling dust and the crumbling beams and pillars, shrouded in cobwebs. An elderly Taoist priest, clad in a dark blue robe and a stern face, his hair crowned with a Taoist bun, stands in a steady horse stance, his hands tightly gripping a mahogany sword engraved with ancient runes and radiating a faint golden halo. He decisively steps forward to block. His opponent, a female ghost in tattered white clothes, her long black hair tangled in magical currents, pounces with physics-defying, lightning-fast speed. Her pale face, hollow eyes, betrays endless resentment, and her long nails nearly touch the Taoist's face. Between the two, dozens of yellow talismans painted with red cinnabar were not static, but swirled and danced violently in the chaotic air currents. Several of them spontaneously ignited as they approached the female ghost, emitting brief, bright golden sparks. The entire scene was intertwined with the cold blue moonlight and the warm golden light of the talismans and magic swords. The rapid shifts of light and shadow created an atmosphere of high-speed dynamics and tense confrontation filled with supernatural power.",
+ "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 dynamic confrontation between a Taoist priest and a female ghost in a deserted ancient temple, with specific atmospheric and supernatural elements. The video largely reflects these elements, though some details are not perfectly synchronized with the exact wording.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with occasional softness and mild motion blur during action moments. Atmospheric effects like dust and smoke are present and contribute to mood, but there are minor inconsistencies in sharpness across shots. Lighting remains coherent, with blue moonlight and warm magical illumination interacting plausibly, and there are no major distortions or artifacts. The sequence maintains a cinematic feel, yet it does not reach high-end clarity throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a central confrontation between the priest and the ghost, set in a temple-like environment with appropriate ambiance. The presence of the blue-robed figure, the sword with a golden glow, and the spectral opponent is evident, along with swirling dust and dynamic lighting. Some specifics—such as explicit emphasis on the “gaping hole in the roof” and the precise depiction of “dozens of yellow talismans” and their choreographed movement—are less consistently realized, but the overall narrative alignment remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and spatial relationships, with believable interactions between characters and environmental effects. However, certain magical elements exhibit stylized behavior that diverges slightly from real-world physics, which is acceptable within a fantasy context. Overall, the scene maintains coherence without obvious logical contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.421875,
+ "TA": 2.984375,
+ "MQ": 2.90625,
+ "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 dynamic confrontation between a Taoist priest and a female ghost in a deserted ancient temple, with specific atmospheric and supernatural elements. The video largely reflects these elements, though some details are not perfectly synchronized with the exact wording.\n\nVisual Quality Analysis:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution with occasional softness and mild motion blur during action moments. Atmospheric effects like dust and smoke are present and contribute to mood, but there are minor inconsistencies in sharpness across shots. Lighting remains coherent, with blue moonlight and warm magical illumination interacting plausibly, and there are no major distortions or artifacts. The sequence maintains a cinematic feel, yet it does not reach high-end clarity throughout.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a central confrontation between the priest and the ghost, set in a temple-like environment with appropriate ambiance. The presence of the blue-robed figure, the sword with a golden glow, and the spectral opponent is evident, along with swirling dust and dynamic lighting. Some specifics—such as explicit emphasis on the “gaping hole in the roof” and the precise depiction of “dozens of yellow talismans” and their choreographed movement—are less consistently realized, but the overall narrative alignment remains solid.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally respects basic physics and spatial relationships, with believable interactions between characters and environmental effects. However, certain magical elements exhibit stylized behavior that diverges slightly from real-world physics, which is acceptable within a fantasy context. Overall, the scene maintains coherence without obvious logical contradictions.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_6/index_tensor([5627, 5627])_group_6_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_6/index_tensor([5627, 5627])_group_6_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe99e78fe2e8471d69cba0c95b67485f7d5da7db
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_6/index_tensor([5627, 5627])_group_6_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "medium shot, shot from a slightly upward angle, then slowly pulls back, eventually forming a long shot revealing a vast scene. At the center of the frame, a young Asian soldier stands erect, his angular face angular and brow furrowed, his eyes blazing with concentration. He wears a crisp camouflage training uniform, stained with dust and sweat, the marks of grueling training. His fists are clenched at his sides, veins etched in his arms, his mouth stretched open as if he's reciting or shouting with all his might, his cheeks tense with excitement. Beneath his feet is the dry, cracked yellow earth, cast behind him by the harsh, low-angled early morning sunlight, a long, sharply defined shadow. As the camera pulls out, the vast military training grounds unfold: neat rows of training obstacles in the background, red flags fluttering in the wind in the distance, and the outlines of barracks stretching out beyond. The entire scene is shrouded in warm golden light, with khaki and camouflage colors constituting the main tones of the picture, creating an atmosphere of solemnity, determination and power.",
+ "seed": 6298,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_6/index_5627_seed_6298_dp_12_rank_24_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.34375,
+ "video_score2_ta": 3.171875,
+ "video_score2_mq": 3.28125,
+ "video_score2_overall": 9.75,
+ "avg": 9.796875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a slightly upward angle, then slowly pulls back, eventually forming a long shot revealing a vast scene. At the center of the frame, a young Asian soldier stands erect, his angular face angular and brow furrowed, his eyes blazing with concentration. He wears a crisp camouflage training uniform, stained with dust and sweat, the marks of grueling training. His fists are clenched at his sides, veins etched in his arms, his mouth stretched open as if he's reciting or shouting with all his might, his cheeks tense with excitement. Beneath his feet is the dry, cracked yellow earth, cast behind him by the harsh, low-angled early morning sunlight, a long, sharply defined shadow. As the camera pulls out, the vast military training grounds unfold: neat rows of training obstacles in the background, red flags fluttering in the wind in the distance, and the outlines of barracks stretching out beyond. The entire scene is shrouded in warm golden light, with khaki and camouflage colors constituting the main tones of the picture, creating an atmosphere of solemnity, determination and power.",
+ "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 medium shot from a slightly upward angle that gradually pulls back to reveal a wide training-ground scene. The central subject is a young Asian soldier in a crisp camouflage uniform, standing at attention with a focused, determined expression. The setting includes dry, cracked ground, a long shadow, and distant military elements such as rows of obstacles, red flags, and barracks, all bathed in warm golden light to convey a sense of solemnity and power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, but there are occasional minor artifacts and slight softness in some frames. The sequence remains stable with no major distortions, and lighting stays consistent across shots. The color palette aligns with warm, military tones, though saturation is not particularly vivid. 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 young Asian soldier in camouflage, a medium shot with a slightly upward angle, and a gradual pull-back to reveal a broad training-ground context. The facial expression conveys focus and determination, and the environment—dry ground, long shadow, and distant military features—matches the description well. Some finer details (e.g., exact insignia, precise timing of the pull-back) may vary, but the overall correspondence remains high.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions, lighting, and environmental interactions, with no obvious physics violations. However, there are minor inconsistencies in depth cues and scale between foreground and background elements, which prevent a higher score. Overall, the scene reads as 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": 3.34375,
+ "TA": 3.171875,
+ "MQ": 3.28125,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle that gradually pulls back to reveal a wide training-ground scene. The central subject is a young Asian soldier in a crisp camouflage uniform, standing at attention with a focused, determined expression. The setting includes dry, cracked ground, a long shadow, and distant military elements such as rows of obstacles, red flags, and barracks, all bathed in warm golden light to convey a sense of solemnity and power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, but there are occasional minor artifacts and slight softness in some frames. The sequence remains stable with no major distortions, and lighting stays consistent across shots. The color palette aligns with warm, military tones, though saturation is not particularly vivid. 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 young Asian soldier in camouflage, a medium shot with a slightly upward angle, and a gradual pull-back to reveal a broad training-ground context. The facial expression conveys focus and determination, and the environment—dry ground, long shadow, and distant military features—matches the description well. Some finer details (e.g., exact insignia, precise timing of the pull-back) may vary, but the overall correspondence remains high.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions, lighting, and environmental interactions, with no obvious physics violations. However, there are minor inconsistencies in depth cues and scale between foreground and background elements, which prevent a higher score. Overall, the scene reads as 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": "medium shot, shot from a slightly upward angle, then slowly pulls back, eventually forming a long shot revealing a vast scene. At the center of the frame, a young Asian soldier stands erect, his angular face angular and brow furrowed, his eyes blazing with concentration. He wears a crisp camouflage training uniform, stained with dust and sweat, the marks of grueling training. His fists are clenched at his sides, veins etched in his arms, his mouth stretched open as if he's reciting or shouting with all his might, his cheeks tense with excitement. Beneath his feet is the dry, cracked yellow earth, cast behind him by the harsh, low-angled early morning sunlight, a long, sharply defined shadow. As the camera pulls out, the vast military training grounds unfold: neat rows of training obstacles in the background, red flags fluttering in the wind in the distance, and the outlines of barracks stretching out beyond. The entire scene is shrouded in warm golden light, with khaki and camouflage colors constituting the main tones of the picture, creating an atmosphere of solemnity, determination and power.",
+ "seed": 6299,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_6/index_5627_seed_6299_dp_12_rank_24_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 2.953125,
+ "video_score2_ta": 3.53125,
+ "video_score2_mq": 3.234375,
+ "video_score2_overall": 9.75,
+ "avg": 9.71875,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a slightly upward angle, then slowly pulls back, eventually forming a long shot revealing a vast scene. At the center of the frame, a young Asian soldier stands erect, his angular face angular and brow furrowed, his eyes blazing with concentration. He wears a crisp camouflage training uniform, stained with dust and sweat, the marks of grueling training. His fists are clenched at his sides, veins etched in his arms, his mouth stretched open as if he's reciting or shouting with all his might, his cheeks tense with excitement. Beneath his feet is the dry, cracked yellow earth, cast behind him by the harsh, low-angled early morning sunlight, a long, sharply defined shadow. As the camera pulls out, the vast military training grounds unfold: neat rows of training obstacles in the background, red flags fluttering in the wind in the distance, and the outlines of barracks stretching out beyond. The entire scene is shrouded in warm golden light, with khaki and camouflage colors constituting the main tones of the picture, creating an atmosphere of solemnity, determination and power.",
+ "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 medium shot from a slightly upward angle that gradually pulls back to reveal a wide training-ground scene. The central figure is a young Asian soldier in camouflage, standing upright with a focused expression, and the scene includes dust/sweat marks, a harsh early-morning sun, and visible training elements like obstacles and distant flags. The overall mood is one of solemnity, determination, and power.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts. Lighting remains warm and consistent across shots, and color grading stays within the expected golden-hue range. There are no major distortions or abrupt frame-to-frame changes, and the sequence maintains a coherent look. However, fine details are not consistently sharp, and some frames lack crispness, which keeps the quality from being higher than moderate.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young Asian soldier in camouflage, a medium-to-long framing progression, a clearly visible training-ground setting with obstacles and red flags, and a warm, dusty atmosphere. The subject’s upright stance and focused expression align with the described demeanor. Some minor deviations exist: the intensity of the facial expression and the exact moment of the mouth opening are not perfectly synchronized with the prompt, and a few environmental cues (e.g., precise shadow length, exact timing of the pull-back) are not perfectly matched. Nevertheless, the overall narrative and visual cues closely reflect the intended scenario.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: lighting, shadows, and object interactions behave coherently, and there are no obvious violations of common-sense expectations. A few small inconsistencies—such as slight mismatches in shadow direction or scale of distant elements—do not significantly disrupt believability but prevent a perfect score.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 3.53125,
+ "MQ": 3.234375,
+ "Overall": 9.75
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle that gradually pulls back to reveal a wide training-ground scene. The central figure is a young Asian soldier in camouflage, standing upright with a focused expression, and the scene includes dust/sweat marks, a harsh early-morning sun, and visible training elements like obstacles and distant flags. The overall mood is one of solemnity, determination, and power.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution but exhibit some softness and occasional compression artifacts. Lighting remains warm and consistent across shots, and color grading stays within the expected golden-hue range. There are no major distortions or abrupt frame-to-frame changes, and the sequence maintains a coherent look. However, fine details are not consistently sharp, and some frames lack crispness, which keeps the quality from being higher than moderate.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young Asian soldier in camouflage, a medium-to-long framing progression, a clearly visible training-ground setting with obstacles and red flags, and a warm, dusty atmosphere. The subject’s upright stance and focused expression align with the described demeanor. Some minor deviations exist: the intensity of the facial expression and the exact moment of the mouth opening are not perfectly synchronized with the prompt, and a few environmental cues (e.g., precise shadow length, exact timing of the pull-back) are not perfectly matched. Nevertheless, the overall narrative and visual cues closely reflect the intended scenario.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible physics: lighting, shadows, and object interactions behave coherently, and there are no obvious violations of common-sense expectations. A few small inconsistencies—such as slight mismatches in shadow direction or scale of distant elements—do not significantly disrupt believability but prevent a perfect 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": 6300,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_6/index_5627_seed_6300_dp_13_rank_26_sample_2_slot_0.mp4",
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+ "video_score2_ta": 3.671875,
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+ "video_score2_overall": 9.375,
+ "avg": 9.390625,
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+ "question": "medium shot, shot from a slightly upward angle, then slowly pulls back, eventually forming a long shot revealing a vast scene. At the center of the frame, a young Asian soldier stands erect, his angular face angular and brow furrowed, his eyes blazing with concentration. He wears a crisp camouflage training uniform, stained with dust and sweat, the marks of grueling training. His fists are clenched at his sides, veins etched in his arms, his mouth stretched open as if he's reciting or shouting with all his might, his cheeks tense with excitement. Beneath his feet is the dry, cracked yellow earth, cast behind him by the harsh, low-angled early morning sunlight, a long, sharply defined shadow. As the camera pulls out, the vast military training grounds unfold: neat rows of training obstacles in the background, red flags fluttering in the wind in the distance, and the outlines of barracks stretching out beyond. The entire scene is shrouded in warm golden light, with khaki and camouflage colors constituting the main tones of the picture, creating an atmosphere of solemnity, determination and 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 medium shot from a slightly upward angle that gradually pulls back to reveal a wide training-ground scene. The central figure is a young Asian soldier in a crisp camouflage uniform, standing at attention with a focused expression, and performing a dynamic action with raised fists. The setting includes dry, cracked ground, harsh early-morning lighting, and visible training elements such as rows of obstacles, red flags, and distant barracks, all bathed in warm golden light.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. There are occasional color inconsistencies and mild noise, which reduce sharpness and fine detail. Lighting remains generally stable across shots, though not perfectly uniform, and there are no major distortions or abrupt frame-to-frame changes. The sequence maintains a coherent look, but it does not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young Asian soldier in camouflage, a medium-to-long shot progression, a slightly elevated camera angle, and a training-ground backdrop with visible obstacles, red flags, and distant structures. The subject’s posture and facial cues convey focus and intensity consistent with the description. Some minor deviations exist in exact timing of the pull-back and in the precise depiction of the described dynamic action, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible human proportions, uniform fit, and environmental interactions, with lighting and shadows generally coherent. However, there are subtle inconsistencies in motion dynamics and environmental details that prevent a higher level of realism; no glaring physics violations are evident, but the overall believability is not perfect.\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": 2.671875,
+ "TA": 3.671875,
+ "MQ": 3.046875,
+ "Overall": 9.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle that gradually pulls back to reveal a wide training-ground scene. The central figure is a young Asian soldier in a crisp camouflage uniform, standing at attention with a focused expression, and performing a dynamic action with raised fists. The setting includes dry, cracked ground, harsh early-morning lighting, and visible training elements such as rows of obstacles, red flags, and distant barracks, all bathed in warm golden light.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution but exhibit noticeable softness and some compression artifacts. There are occasional color inconsistencies and mild noise, which reduce sharpness and fine detail. Lighting remains generally stable across shots, though not perfectly uniform, and there are no major distortions or abrupt frame-to-frame changes. The sequence maintains a coherent look, but it does not reach high-fidelity realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young Asian soldier in camouflage, a medium-to-long shot progression, a slightly elevated camera angle, and a training-ground backdrop with visible obstacles, red flags, and distant structures. The subject’s posture and facial cues convey focus and intensity consistent with the description. Some minor deviations exist in exact timing of the pull-back and in the precise depiction of the described dynamic action, but these do not significantly detract from the overall alignment.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene presents plausible human proportions, uniform fit, and environmental interactions, with lighting and shadows generally coherent. However, there are subtle inconsistencies in motion dynamics and environmental details that prevent a higher level of realism; no glaring physics violations are evident, but the overall believability is not perfect.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "medium shot, shot from a slightly upward angle, then slowly pulls back, eventually forming a long shot revealing a vast scene. At the center of the frame, a young Asian soldier stands erect, his angular face angular and brow furrowed, his eyes blazing with concentration. He wears a crisp camouflage training uniform, stained with dust and sweat, the marks of grueling training. His fists are clenched at his sides, veins etched in his arms, his mouth stretched open as if he's reciting or shouting with all his might, his cheeks tense with excitement. Beneath his feet is the dry, cracked yellow earth, cast behind him by the harsh, low-angled early morning sunlight, a long, sharply defined shadow. As the camera pulls out, the vast military training grounds unfold: neat rows of training obstacles in the background, red flags fluttering in the wind in the distance, and the outlines of barracks stretching out beyond. The entire scene is shrouded in warm golden light, with khaki and camouflage colors constituting the main tones of the picture, creating an atmosphere of solemnity, determination and power.",
+ "seed": 6301,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_6/index_5627_seed_6301_dp_13_rank_26_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 6,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 2.890625,
+ "video_score2_ta": 3.21875,
+ "video_score2_mq": 3.125,
+ "video_score2_overall": 9.25,
+ "avg": 9.234375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "medium shot, shot from a slightly upward angle, then slowly pulls back, eventually forming a long shot revealing a vast scene. At the center of the frame, a young Asian soldier stands erect, his angular face angular and brow furrowed, his eyes blazing with concentration. He wears a crisp camouflage training uniform, stained with dust and sweat, the marks of grueling training. His fists are clenched at his sides, veins etched in his arms, his mouth stretched open as if he's reciting or shouting with all his might, his cheeks tense with excitement. Beneath his feet is the dry, cracked yellow earth, cast behind him by the harsh, low-angled early morning sunlight, a long, sharply defined shadow. As the camera pulls out, the vast military training grounds unfold: neat rows of training obstacles in the background, red flags fluttering in the wind in the distance, and the outlines of barracks stretching out beyond. The entire scene is shrouded in warm golden light, with khaki and camouflage colors constituting the main tones of the picture, creating an atmosphere of solemnity, determination and power.",
+ "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 medium shot from a slightly upward angle that gradually pulls back to reveal a wide training-ground scene. The central subject is a young Asian soldier in a crisp camouflage uniform, standing at attention with a focused expression, and performing a vocal exertion. The setting includes dry, cracked ground, harsh early-morning lighting, and distant military elements such as rows of obstacles, red flags, and barracks, all bathed in warm golden light to convey a sense of solemnity and power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, but there are occasional minor artifacts and slight softness in some frames. Lighting remains generally consistent with warm golden-hour tones, though a few frames exhibit mild exposure variation. The sequence appears stable with no major distortions, and color grading stays cohesive across shots. In sum, the visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young Asian soldier in camouflage, a medium shot with a slightly upward angle, and a pull-back progression toward a wider view. The facial expression conveys focus and intensity, and the outdoor training-ground setting with dusty, cracked terrain and early-morning lighting aligns well with the description. Some finer details—such as explicit emphasis on the exact moment of vocal exertion or the precise visibility of distant barracks—are present but not always foregrounded, leaving room for minor deviations while preserving the overall narrative fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions, movement, and environmental interactions, with coherent lighting and shadows. However, there are subtle inconsistencies in depth cues and scale between the subject and distant background elements, and a few micro-interactions could be more physically convincing. Overall, the scene reads as believable but not flawless in terms of common-sense physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.890625,
+ "TA": 3.21875,
+ "MQ": 3.125,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a medium shot from a slightly upward angle that gradually pulls back to reveal a wide training-ground scene. The central subject is a young Asian soldier in a crisp camouflage uniform, standing at attention with a focused expression, and performing a vocal exertion. The setting includes dry, cracked ground, harsh early-morning lighting, and distant military elements such as rows of obstacles, red flags, and barracks, all bathed in warm golden light to convey a sense of solemnity and power.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the subject, but there are occasional minor artifacts and slight softness in some frames. Lighting remains generally consistent with warm golden-hour tones, though a few frames exhibit mild exposure variation. The sequence appears stable with no major distortions, and color grading stays cohesive across shots. In sum, the visuals are acceptable but not exceptional.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: a young Asian soldier in camouflage, a medium shot with a slightly upward angle, and a pull-back progression toward a wider view. The facial expression conveys focus and intensity, and the outdoor training-ground setting with dusty, cracked terrain and early-morning lighting aligns well with the description. Some finer details—such as explicit emphasis on the exact moment of vocal exertion or the precise visibility of distant barracks—are present but not always foregrounded, leaving room for minor deviations while preserving the overall narrative fidelity.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene maintains plausible human proportions, movement, and environmental interactions, with coherent lighting and shadows. However, there are subtle inconsistencies in depth cues and scale between the subject and distant background elements, and a few micro-interactions could be more physically convincing. Overall, the scene reads as believable but not flawless in terms of common-sense physics.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_7/index_tensor([2010, 2010])_group_7_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_7/index_tensor([2010, 2010])_group_7_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca47d66b6649b4dbd8998f6d1c4035a62095b544
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_7/index_tensor([2010, 2010])_group_7_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle tracking shot smoothly follows across the boundless emerald green meadow, capturing two muscular horses. One is a sleek, pure black stallion, the other a sturdy, snow-white companion. Their muscles are defined and gleam with health in the bright sunlight. The camera moves in sync with their galloping pace, capturing their slender figures in the center of the frame. The background is a vast expanse of grassland that stretches to the azure horizon, and the sky is dotted with fluffy white clouds. Hoofs flying, they chase each other playfully across the ankle-deep grass, their long manes and tails blowing wildly in the wind, picking up fine grass dust. The black horse playfully tilts its head, attempting to nibble the white horse's neck. The white horse responds with a joyful neigh and then suddenly accelerates, transforming the chase into a lively game. The sunlight outlines dynamic light and shadow on their running bodies and casts fast-moving shadows on the grass. The whole picture is full of power, speed and pure joy of life, showing a primitive and magnificent beauty.",
+ "seed": 27904,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_7/index_2010_seed_27904_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": 2.921875,
+ "video_score2_ta": 3.671875,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.625,
+ "avg": 9.609375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle tracking shot smoothly follows across the boundless emerald green meadow, capturing two muscular horses. One is a sleek, pure black stallion, the other a sturdy, snow-white companion. Their muscles are defined and gleam with health in the bright sunlight. The camera moves in sync with their galloping pace, capturing their slender figures in the center of the frame. The background is a vast expanse of grassland that stretches to the azure horizon, and the sky is dotted with fluffy white clouds. Hoofs flying, they chase each other playfully across the ankle-deep grass, their long manes and tails blowing wildly in the wind, picking up fine grass dust. The black horse playfully tilts its head, attempting to nibble the white horse's neck. The white horse responds with a joyful neigh and then suddenly accelerates, transforming the chase into a lively game. The sunlight outlines dynamic light and shadow on their running bodies and casts fast-moving shadows on the grass. The whole picture is full of power, speed and pure joy of life, showing a primitive and magnificent beauty.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following two muscular horses (one black, one white) across a boundless emerald meadow, with dynamic movement, detailed anatomy, and a vivid pastoral setting. The video largely adheres to these elements, though some specifics are not fully realized in the footage.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the horses and landscape, but there are occasional minor artifacts and slight inconsistencies in motion continuity. Lighting remains generally stable, yet a few frames exhibit subtle shading or edge artifacts that prevent a higher rating. The sequence is coherent, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two horses (black and white) in a green meadow under a blue sky, with a low-angle tracking perspective and visible galloping motion. Some finer details—such as precise muscle definition, exact mane dynamics, and the specific interaction between the horses—are present but not perfectly realized, leaving room for minor deviations while preserving the overall narrative and mood.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The horses’ proportions and general locomotion appear plausible, and the scene maintains believable lighting and environmental context. However, there are occasional small mismatches in limb positioning or shading during rapid movement, which prevents a higher level of realism. Overall, the scene remains credible and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.921875,
+ "TA": 3.671875,
+ "MQ": 3.015625,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following two muscular horses (one black, one white) across a boundless emerald meadow, with dynamic movement, detailed anatomy, and a vivid pastoral setting. The video largely adheres to these elements, though some specifics are not fully realized in the footage.\n\nVisual Quality Assessment:\nOverall Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the horses and landscape, but there are occasional minor artifacts and slight inconsistencies in motion continuity. Lighting remains generally stable, yet a few frames exhibit subtle shading or edge artifacts that prevent a higher rating. The sequence is coherent, but it does not reach high-end visual polish.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two horses (black and white) in a green meadow under a blue sky, with a low-angle tracking perspective and visible galloping motion. Some finer details—such as precise muscle definition, exact mane dynamics, and the specific interaction between the horses—are present but not perfectly realized, leaving room for minor deviations while preserving the overall narrative and mood.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The horses’ proportions and general locomotion appear plausible, and the scene maintains believable lighting and environmental context. However, there are occasional small mismatches in limb positioning or shading during rapid movement, which prevents a higher level of realism. Overall, the scene remains credible and coherent.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle tracking shot smoothly follows across the boundless emerald green meadow, capturing two muscular horses. One is a sleek, pure black stallion, the other a sturdy, snow-white companion. Their muscles are defined and gleam with health in the bright sunlight. The camera moves in sync with their galloping pace, capturing their slender figures in the center of the frame. The background is a vast expanse of grassland that stretches to the azure horizon, and the sky is dotted with fluffy white clouds. Hoofs flying, they chase each other playfully across the ankle-deep grass, their long manes and tails blowing wildly in the wind, picking up fine grass dust. The black horse playfully tilts its head, attempting to nibble the white horse's neck. The white horse responds with a joyful neigh and then suddenly accelerates, transforming the chase into a lively game. The sunlight outlines dynamic light and shadow on their running bodies and casts fast-moving shadows on the grass. The whole picture is full of power, speed and pure joy of life, showing a primitive and magnificent beauty.",
+ "seed": 27905,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_7/index_2010_seed_27905_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": 3.078125,
+ "video_score2_ta": 3.421875,
+ "video_score2_mq": 3.109375,
+ "video_score2_overall": 9.625,
+ "avg": 9.609375,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle tracking shot smoothly follows across the boundless emerald green meadow, capturing two muscular horses. One is a sleek, pure black stallion, the other a sturdy, snow-white companion. Their muscles are defined and gleam with health in the bright sunlight. The camera moves in sync with their galloping pace, capturing their slender figures in the center of the frame. The background is a vast expanse of grassland that stretches to the azure horizon, and the sky is dotted with fluffy white clouds. Hoofs flying, they chase each other playfully across the ankle-deep grass, their long manes and tails blowing wildly in the wind, picking up fine grass dust. The black horse playfully tilts its head, attempting to nibble the white horse's neck. The white horse responds with a joyful neigh and then suddenly accelerates, transforming the chase into a lively game. The sunlight outlines dynamic light and shadow on their running bodies and casts fast-moving shadows on the grass. The whole picture is full of power, speed and pure joy of life, showing a primitive and magnificent beauty.",
+ "token_credit_reward": 9.625,
+ "selected_reward": 9.625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following two muscular horses (one black, one white) across a boundless emerald meadow, with dynamic movement, detailed anatomy, and a vivid pastoral setting. The video largely adheres to these elements, but some specifics are not fully realized in the footage.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the horses and landscape, with consistent lighting and color balance. There are no major distortions or artifacts, and motion appears smooth across the sequence. However, the rendering does not reach high-end realism; minor texture softness and slight stylization keep it from feeling truly photorealistic.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two horses (black and white) in a green meadow under a blue sky with clouds, moving in a gallop, and a low-angle tracking perspective. The scene conveys speed and energy. Some nuanced details—such as precise muscle definition, exact head tilting, or the specific interaction of nipping the neck—are not fully realized, but the main narrative and composition align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The horses’ proportions and general locomotion appear plausible, and the environment remains coherent. However, there are subtle inconsistencies in limb positioning during the gallop and in the dynamics of the neck/nibbling interaction, which prevent a higher level of realism. Overall, the scene maintains believable equine behavior within a natural setting.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.078125,
+ "TA": 3.421875,
+ "MQ": 3.109375,
+ "Overall": 9.625
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following two muscular horses (one black, one white) across a boundless emerald meadow, with dynamic movement, detailed anatomy, and a vivid pastoral setting. The video largely adheres to these elements, but some specifics are not fully realized in the footage.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the horses and landscape, with consistent lighting and color balance. There are no major distortions or artifacts, and motion appears smooth across the sequence. However, the rendering does not reach high-end realism; minor texture softness and slight stylization keep it from feeling truly photorealistic.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is strong overall (score 4). The video captures the core elements: two horses (black and white) in a green meadow under a blue sky with clouds, moving in a gallop, and a low-angle tracking perspective. The scene conveys speed and energy. Some nuanced details—such as precise muscle definition, exact head tilting, or the specific interaction of nipping the neck—are not fully realized, but the main narrative and composition align well with the prompt.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The horses’ proportions and general locomotion appear plausible, and the environment remains coherent. However, there are subtle inconsistencies in limb positioning during the gallop and in the dynamics of the neck/nibbling interaction, which prevent a higher level of realism. Overall, the scene maintains believable equine behavior within a natural setting.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle tracking shot smoothly follows across the boundless emerald green meadow, capturing two muscular horses. One is a sleek, pure black stallion, the other a sturdy, snow-white companion. Their muscles are defined and gleam with health in the bright sunlight. The camera moves in sync with their galloping pace, capturing their slender figures in the center of the frame. The background is a vast expanse of grassland that stretches to the azure horizon, and the sky is dotted with fluffy white clouds. Hoofs flying, they chase each other playfully across the ankle-deep grass, their long manes and tails blowing wildly in the wind, picking up fine grass dust. The black horse playfully tilts its head, attempting to nibble the white horse's neck. The white horse responds with a joyful neigh and then suddenly accelerates, transforming the chase into a lively game. The sunlight outlines dynamic light and shadow on their running bodies and casts fast-moving shadows on the grass. The whole picture is full of power, speed and pure joy of life, showing a primitive and magnificent beauty.",
+ "seed": 27906,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_7/index_2010_seed_27906_dp_15_rank_30_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.96875,
+ "video_score2_ta": 3.078125,
+ "video_score2_mq": 3.1875,
+ "video_score2_overall": 9.25,
+ "avg": 9.234375,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle tracking shot smoothly follows across the boundless emerald green meadow, capturing two muscular horses. One is a sleek, pure black stallion, the other a sturdy, snow-white companion. Their muscles are defined and gleam with health in the bright sunlight. The camera moves in sync with their galloping pace, capturing their slender figures in the center of the frame. The background is a vast expanse of grassland that stretches to the azure horizon, and the sky is dotted with fluffy white clouds. Hoofs flying, they chase each other playfully across the ankle-deep grass, their long manes and tails blowing wildly in the wind, picking up fine grass dust. The black horse playfully tilts its head, attempting to nibble the white horse's neck. The white horse responds with a joyful neigh and then suddenly accelerates, transforming the chase into a lively game. The sunlight outlines dynamic light and shadow on their running bodies and casts fast-moving shadows on the grass. The whole picture is full of power, speed and pure joy of life, showing a primitive and magnificent beauty.",
+ "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 tracking shot following two horses across a boundless emerald meadow, with one black stallion and one white horse, galloping at speed with dynamic motion, under bright sunlight, with dust and wind effects, and a sense of wild, primal beauty. The video largely captures these elements, including the tracking perspective, expansive grassland, and energetic movement. However, there are minor deviations in exact color tones and some dynamic details, so the alignment is strong but not perfect.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and natural lighting, with believable colors and a convincing landscape. There are occasional minor artifacts or slight softness in some frames, and a few transitions could be smoother. The sequence remains coherent and readable, but it does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is solid overall (score 4). The video presents the core elements—low-angle tracking, two horses, a green meadow, bright sun, dust and wind effects, and a galloping pace. Some specifics, such as precise color balance and certain dynamic nuances, are not perfectly matched, but the major components and mood align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The horses’ proportions and general movement feel plausible, and environmental interactions (dust, wind, lighting) are believable. There are minor inconsistencies in limb positioning during fast motion and in the timing of dust and shadow responses, which prevent a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 4,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.96875,
+ "TA": 3.078125,
+ "MQ": 3.1875,
+ "Overall": 9.25
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following two horses across a boundless emerald meadow, with one black stallion and one white horse, galloping at speed with dynamic motion, under bright sunlight, with dust and wind effects, and a sense of wild, primal beauty. The video largely captures these elements, including the tracking perspective, expansive grassland, and energetic movement. However, there are minor deviations in exact color tones and some dynamic details, so the alignment is strong but not perfect.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and natural lighting, with believable colors and a convincing landscape. There are occasional minor artifacts or slight softness in some frames, and a few transitions could be smoother. The sequence remains coherent and readable, but it does not reach high-end realism.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is solid overall (score 4). The video presents the core elements—low-angle tracking, two horses, a green meadow, bright sun, dust and wind effects, and a galloping pace. Some specifics, such as precise color balance and certain dynamic nuances, are not perfectly matched, but the major components and mood align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The horses’ proportions and general movement feel plausible, and environmental interactions (dust, wind, lighting) are believable. There are minor inconsistencies in limb positioning during fast motion and in the timing of dust and shadow responses, which prevent a higher level of realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 4; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 4\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle tracking shot smoothly follows across the boundless emerald green meadow, capturing two muscular horses. One is a sleek, pure black stallion, the other a sturdy, snow-white companion. Their muscles are defined and gleam with health in the bright sunlight. The camera moves in sync with their galloping pace, capturing their slender figures in the center of the frame. The background is a vast expanse of grassland that stretches to the azure horizon, and the sky is dotted with fluffy white clouds. Hoofs flying, they chase each other playfully across the ankle-deep grass, their long manes and tails blowing wildly in the wind, picking up fine grass dust. The black horse playfully tilts its head, attempting to nibble the white horse's neck. The white horse responds with a joyful neigh and then suddenly accelerates, transforming the chase into a lively game. The sunlight outlines dynamic light and shadow on their running bodies and casts fast-moving shadows on the grass. The whole picture is full of power, speed and pure joy of life, showing a primitive and magnificent beauty.",
+ "seed": 27907,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_7/index_2010_seed_27907_dp_15_rank_30_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 7,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.109375,
+ "video_score2_ta": 3.25,
+ "video_score2_mq": 3.09375,
+ "video_score2_overall": 9.5,
+ "avg": 9.453125,
+ "reward_records": [
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle tracking shot smoothly follows across the boundless emerald green meadow, capturing two muscular horses. One is a sleek, pure black stallion, the other a sturdy, snow-white companion. Their muscles are defined and gleam with health in the bright sunlight. The camera moves in sync with their galloping pace, capturing their slender figures in the center of the frame. The background is a vast expanse of grassland that stretches to the azure horizon, and the sky is dotted with fluffy white clouds. Hoofs flying, they chase each other playfully across the ankle-deep grass, their long manes and tails blowing wildly in the wind, picking up fine grass dust. The black horse playfully tilts its head, attempting to nibble the white horse's neck. The white horse responds with a joyful neigh and then suddenly accelerates, transforming the chase into a lively game. The sunlight outlines dynamic light and shadow on their running bodies and casts fast-moving shadows on the grass. The whole picture is full of power, speed and pure joy of life, showing a primitive and magnificent beauty.",
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+ "selected_reward": 9.5,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following two muscular horses across a boundless emerald meadow, with one black stallion and one white horse, galloping at speed with dynamic motion, under bright sunlight, with hooves flying, playful chasing, and a sense of raw, primal energy. The video largely captures these elements, though some specifics (e.g., precise head tilting or neck-nibbling nuances) may be less pronounced due to frame sampling.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the horses and landscape, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent and legible, with no severe distortions.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: two horses (one dark, one lighter), a broad green meadow, a low-angle tracking perspective, and visible galloping motion with dynamic interaction. Some finer details from the prompt (such as exact head movements or specific dust effects) are not fully realized, but the main narrative and composition align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The horses’ proportions and general movement feel plausible, and the scene maintains believable dynamics. However, there are subtle cues—such as limb positioning during rapid strides or the interaction with wind and grass dust—that could be improved to enhance 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": 3.109375,
+ "TA": 3.25,
+ "MQ": 3.09375,
+ "Overall": 9.5
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a low-angle tracking shot following two muscular horses across a boundless emerald meadow, with one black stallion and one white horse, galloping at speed with dynamic motion, under bright sunlight, with hooves flying, playful chasing, and a sense of raw, primal energy. The video largely captures these elements, though some specifics (e.g., precise head tilting or neck-nibbling nuances) may be less pronounced due to frame sampling.\n\nVisual Quality Analysis:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear depiction of the horses and landscape, but there are occasional minor artifacts and slight inconsistencies in lighting or texture that prevent a higher rating. The sequence remains coherent and legible, with no severe distortions.\n\nText-to-Video Alignment Analysis:\nAlignment with the prompt is strong overall (score 4). The video presents the core elements: two horses (one dark, one lighter), a broad green meadow, a low-angle tracking perspective, and visible galloping motion with dynamic interaction. Some finer details from the prompt (such as exact head movements or specific dust effects) are not fully realized, but the main narrative and composition align well with the description.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). The horses’ proportions and general movement feel plausible, and the scene maintains believable dynamics. However, there are subtle cues—such as limb positioning during rapid strides or the interaction with wind and grass dust—that could be improved to enhance 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/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_8/index_tensor([7001, 7001])_group_8_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_8/index_tensor([7001, 7001])_group_8_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..146af0411b0d1f1c9ba5ddf0097819e29b974dc9
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_8/index_tensor([7001, 7001])_group_8_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "low-angle, static, extreme close-up, captured with the hyperreal clarity of high-speed photography, focuses on the visceral impact of a young, blind martial artist's bare feet as they unflinchingly strike the earth. Her feet, strong from rigorous training and covered in calluses, cling to the ground, her skin momentarily yielding before her muscles tense and her toes splay to grip the uneven surface. The frayed sleeves of her loose, deep forest green cotton panties swing upward for a moment at the sheer force of the downward impact. The ground, a dry, sun-drenched plain of crumbling ochre earth, explodes in a beautifully detailed, slow-motion, radial shockwave of dust and pebbles. In the harsh, direct sunlight, each individual particle is frozen in crystalline clarity—tiny, sharp stones suspended in mid-air, spinning slowly, while flecks of fine dust catch the bright light like shimmering, expanding clouds, creating a sense of immense, concentrated power and a deep, tactile connection between the warrior and the ground she commands.",
+ "seed": 21235,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_8/index_7001_seed_21235_dp_16_rank_32_sample_0_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 0,
+ "video_score2_vq": 3.8125,
+ "video_score2_ta": 2.734375,
+ "video_score2_mq": 3.78125,
+ "video_score2_overall": 10.375,
+ "avg": 10.328125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "low-angle, static, extreme close-up, captured with the hyperreal clarity of high-speed photography, focuses on the visceral impact of a young, blind martial artist's bare feet as they unflinchingly strike the earth. Her feet, strong from rigorous training and covered in calluses, cling to the ground, her skin momentarily yielding before her muscles tense and her toes splay to grip the uneven surface. The frayed sleeves of her loose, deep forest green cotton panties swing upward for a moment at the sheer force of the downward impact. The ground, a dry, sun-drenched plain of crumbling ochre earth, explodes in a beautifully detailed, slow-motion, radial shockwave of dust and pebbles. In the harsh, direct sunlight, each individual particle is frozen in crystalline clarity—tiny, sharp stones suspended in mid-air, spinning slowly, while flecks of fine dust catch the bright light like shimmering, expanding clouds, creating a sense of immense, concentrated power and a deep, tactile connection between the warrior and the ground she commands.",
+ "token_credit_reward": 10.375,
+ "selected_reward": 10.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, extreme close-up focusing on a young, blind martial artist's bare feet striking the earth. It emphasizes callused feet gripping an uneven surface, the ground exploding in a radial shockwave of dust and pebbles, and each particle frozen in mid-air under harsh sunlight, conveying immense power and a tactile connection with the ground.\n\nVisual Quality Assessment:\nThe frames show decent resolution with clear detail in the feet and surrounding dust. Lighting is warm and consistent, and color grading remains stable across shots. There is some motion blur typical of action footage, but no major distortions or artifacts. Overall, the visual quality is solid and coherent, though not exceptional; it aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements of the prompt (bare feet, ground contact, dust effects, and a close-up perspective). However, key aspects such as the low-angle framing, the explicit emphasis on a blind martial artist, and the hyper-realistic, high-speed clarity described in the prompt are not fully realized. The alignment is moderate, reflecting a score around 3.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene demonstrates plausible biomechanics and environmental interaction: foot placement on uneven terrain, dust dispersion, and lighting/shadows are coherent. While the dynamics are believable, there are minor inconsistencies in the intensity of the impact and the scale of the dust cloud relative to the frame, which prevents a perfect match to real-world expectations. Overall, physical consistency is acceptable and aligns with a score around 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": {
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+ "TA": 2.734375,
+ "MQ": 3.78125,
+ "Overall": 10.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, extreme close-up focusing on a young, blind martial artist's bare feet striking the earth. It emphasizes callused feet gripping an uneven surface, the ground exploding in a radial shockwave of dust and pebbles, and each particle frozen in mid-air under harsh sunlight, conveying immense power and a tactile connection with the ground.\n\nVisual Quality Assessment:\nThe frames show decent resolution with clear detail in the feet and surrounding dust. Lighting is warm and consistent, and color grading remains stable across shots. There is some motion blur typical of action footage, but no major distortions or artifacts. Overall, the visual quality is solid and coherent, though not exceptional; it aligns with a score around 4.\n\nText-to-Video Alignment Assessment:\nThe video captures several elements of the prompt (bare feet, ground contact, dust effects, and a close-up perspective). However, key aspects such as the low-angle framing, the explicit emphasis on a blind martial artist, and the hyper-realistic, high-speed clarity described in the prompt are not fully realized. The alignment is moderate, reflecting a score around 3.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene demonstrates plausible biomechanics and environmental interaction: foot placement on uneven terrain, dust dispersion, and lighting/shadows are coherent. While the dynamics are believable, there are minor inconsistencies in the intensity of the impact and the scale of the dust cloud relative to the frame, which prevents a perfect match to real-world expectations. Overall, physical consistency is acceptable and aligns with a score around 3.\n\nGround-truth scores: Visual Quality 4; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 21236,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_8/index_7001_seed_21236_dp_16_rank_32_sample_1_slot_1.mp4",
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+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.859375,
+ "video_score2_ta": 1.8671875,
+ "video_score2_mq": 2.96875,
+ "video_score2_overall": 7.6875,
+ "avg": 7.6953125,
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+ "question": "low-angle, static, extreme close-up, captured with the hyperreal clarity of high-speed photography, focuses on the visceral impact of a young, blind martial artist's bare feet as they unflinchingly strike the earth. Her feet, strong from rigorous training and covered in calluses, cling to the ground, her skin momentarily yielding before her muscles tense and her toes splay to grip the uneven surface. The frayed sleeves of her loose, deep forest green cotton panties swing upward for a moment at the sheer force of the downward impact. The ground, a dry, sun-drenched plain of crumbling ochre earth, explodes in a beautifully detailed, slow-motion, radial shockwave of dust and pebbles. In the harsh, direct sunlight, each individual particle is frozen in crystalline clarity—tiny, sharp stones suspended in mid-air, spinning slowly, while flecks of fine dust catch the bright light like shimmering, expanding clouds, creating a sense of immense, concentrated power and a deep, tactile connection between the warrior and the ground she commands.",
+ "token_credit_reward": 7.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, extreme close-up focusing on a young, blind martial artist's bare feet striking the earth. It emphasizes the visceral impact, strength from rigorous training, calluses on the feet, the momentary yielding of skin, toes gripping the surface, and the dramatic dust explosion in slow motion under harsh sunlight. The scene should convey immense, concentrated power and a deep tactile connection between the warrior and the ground.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, with clear depiction of the feet and surrounding dust. Lighting remains consistent, and color grading yields a warm, dusty atmosphere. There is some motion blur around the feet and dust, which reads as intentional to convey speed, though it slightly reduces crispness. Overall, the visual quality is moderate rather than outstanding.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt (low-angle perspective, close-up framing, visible feet, and a dusty environment). However, key aspects are not clearly realized: the subject appears to be wearing pants rather than being barefoot, and there is no evident momentary skin yield or pronounced toe splay. The dust explosion and the hyper-real clarity described in the prompt are not fully achieved. Overall alignment is moderate.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene presents a plausible martial-arts moment with believable body mechanics and environmental interaction. The dust dynamics and contact with the ground feel credible, and the overall physics appear sound. Some specifics from the prompt (barefoot state, pronounced skin yield, extreme dust detail) are not fully realized, but the core physical behavior remains coherent and believable.\n\nOverall assessment:\nThe video demonstrates competent technical execution with moderate alignment to the prompt and solid physical realism. It does not fully realize all prompt-specific details, but maintains a coherent and credible portrayal.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "soft_scores": {
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+ "MQ": 2.96875,
+ "Overall": 7.6875
+ }
+ }
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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 a low-angle, static, extreme close-up focusing on a young, blind martial artist's bare feet striking the earth. It emphasizes the visceral impact, strength from rigorous training, calluses on the feet, the momentary yielding of skin, toes gripping the surface, and the dramatic dust explosion in slow motion under harsh sunlight. The scene should convey immense, concentrated power and a deep tactile connection between the warrior and the ground.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, with clear depiction of the feet and surrounding dust. Lighting remains consistent, and color grading yields a warm, dusty atmosphere. There is some motion blur around the feet and dust, which reads as intentional to convey speed, though it slightly reduces crispness. Overall, the visual quality is moderate rather than outstanding.\n\nText-to-Video Alignment Assessment:\nThe video captures several core elements of the prompt (low-angle perspective, close-up framing, visible feet, and a dusty environment). However, key aspects are not clearly realized: the subject appears to be wearing pants rather than being barefoot, and there is no evident momentary skin yield or pronounced toe splay. The dust explosion and the hyper-real clarity described in the prompt are not fully achieved. Overall alignment is moderate.\n\nPhysical/Common-sense Consistency Assessment:\nThe scene presents a plausible martial-arts moment with believable body mechanics and environmental interaction. The dust dynamics and contact with the ground feel credible, and the overall physics appear sound. Some specifics from the prompt (barefoot state, pronounced skin yield, extreme dust detail) are not fully realized, but the core physical behavior remains coherent and believable.\n\nOverall assessment:\nThe video demonstrates competent technical execution with moderate alignment to the prompt and solid physical realism. It does not fully realize all prompt-specific details, but maintains a coherent and credible portrayal.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "low-angle, static, extreme close-up, captured with the hyperreal clarity of high-speed photography, focuses on the visceral impact of a young, blind martial artist's bare feet as they unflinchingly strike the earth. Her feet, strong from rigorous training and covered in calluses, cling to the ground, her skin momentarily yielding before her muscles tense and her toes splay to grip the uneven surface. The frayed sleeves of her loose, deep forest green cotton panties swing upward for a moment at the sheer force of the downward impact. The ground, a dry, sun-drenched plain of crumbling ochre earth, explodes in a beautifully detailed, slow-motion, radial shockwave of dust and pebbles. In the harsh, direct sunlight, each individual particle is frozen in crystalline clarity—tiny, sharp stones suspended in mid-air, spinning slowly, while flecks of fine dust catch the bright light like shimmering, expanding clouds, creating a sense of immense, concentrated power and a deep, tactile connection between the warrior and the ground she commands.",
+ "seed": 21237,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_8/index_7001_seed_21237_dp_17_rank_34_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
+ "group_idx": 8,
+ "rank_in_group": 1,
+ "sample_idx_in_group": 2,
+ "video_score2_vq": 2.671875,
+ "video_score2_ta": 2.421875,
+ "video_score2_mq": 2.9375,
+ "video_score2_overall": 8.0,
+ "avg": 8.03125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "low-angle, static, extreme close-up, captured with the hyperreal clarity of high-speed photography, focuses on the visceral impact of a young, blind martial artist's bare feet as they unflinchingly strike the earth. Her feet, strong from rigorous training and covered in calluses, cling to the ground, her skin momentarily yielding before her muscles tense and her toes splay to grip the uneven surface. The frayed sleeves of her loose, deep forest green cotton panties swing upward for a moment at the sheer force of the downward impact. The ground, a dry, sun-drenched plain of crumbling ochre earth, explodes in a beautifully detailed, slow-motion, radial shockwave of dust and pebbles. In the harsh, direct sunlight, each individual particle is frozen in crystalline clarity—tiny, sharp stones suspended in mid-air, spinning slowly, while flecks of fine dust catch the bright light like shimmering, expanding clouds, creating a sense of immense, concentrated power and a deep, tactile connection between the warrior and the ground she commands.",
+ "token_credit_reward": 8.0,
+ "selected_reward": 8.0,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, extreme close-up focusing on the visceral impact of a young, blind martial artist's bare feet striking the earth. It emphasizes the strength, training, and connection with the ground through detailed imagery of callused feet, ground texture, dust and pebble effects, and intense lighting.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The resolution is adequate but not high, and there are occasional softness and minor compression artifacts that slightly reduce sharpness. The framing remains consistently low-angle and close-up, with stable composition across the sequence. Lighting is bright and contrasty, which aligns with the prompt, though some frames show slight color shifts or noise. The dust and debris effects are present but not always crisply rendered, and a few frames exhibit mild motion blur during rapid action. In sum, the visuals convey the intended mood and action, but do not reach high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including the low-angle perspective, close-up focus on the feet, and the act of striking the ground with visible dust effects. However, certain aspects are only partially realized: the subject’s gender and explicit martial-arts context are not clearly established, and the emphasis on calluses and the dynamic tension of the strike is not consistently pronounced. The alignment is acceptable but not fully faithful to all prompt details, resulting in a moderate level of correspondence.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible physical behavior: the feet contact the ground, dust rises, and the body posture suggests impact. Yet there are subtle inconsistencies in timing, weight transfer, and the interaction between the feet and the ground that prevent a higher level of realism. Overall, the dynamics are believable but not perfectly consistent with real-world physics.\n\nGround-truth scores (for reference): Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
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+ "MQ": 2.9375,
+ "Overall": 8.0
+ }
+ }
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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 low-angle, static, extreme close-up focusing on the visceral impact of a young, blind martial artist's bare feet striking the earth. It emphasizes the strength, training, and connection with the ground through detailed imagery of callused feet, ground texture, dust and pebble effects, and intense lighting.\n\nVisual Quality Assessment:\nOverall, the video presents moderate visual quality. The resolution is adequate but not high, and there are occasional softness and minor compression artifacts that slightly reduce sharpness. The framing remains consistently low-angle and close-up, with stable composition across the sequence. Lighting is bright and contrasty, which aligns with the prompt, though some frames show slight color shifts or noise. The dust and debris effects are present but not always crisply rendered, and a few frames exhibit mild motion blur during rapid action. In sum, the visuals convey the intended mood and action, but do not reach high-fidelity realism.\n\nText-to-Video Alignment Assessment:\nThe video captures several key elements of the prompt, including the low-angle perspective, close-up focus on the feet, and the act of striking the ground with visible dust effects. However, certain aspects are only partially realized: the subject’s gender and explicit martial-arts context are not clearly established, and the emphasis on calluses and the dynamic tension of the strike is not consistently pronounced. The alignment is acceptable but not fully faithful to all prompt details, resulting in a moderate level of correspondence.\n\nPhysical/Common-sense Consistency:\nThe scene generally adheres to plausible physical behavior: the feet contact the ground, dust rises, and the body posture suggests impact. Yet there are subtle inconsistencies in timing, weight transfer, and the interaction between the feet and the ground that prevent a higher level of realism. Overall, the dynamics are believable but not perfectly consistent with real-world physics.\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": "low-angle, static, extreme close-up, captured with the hyperreal clarity of high-speed photography, focuses on the visceral impact of a young, blind martial artist's bare feet as they unflinchingly strike the earth. Her feet, strong from rigorous training and covered in calluses, cling to the ground, her skin momentarily yielding before her muscles tense and her toes splay to grip the uneven surface. The frayed sleeves of her loose, deep forest green cotton panties swing upward for a moment at the sheer force of the downward impact. The ground, a dry, sun-drenched plain of crumbling ochre earth, explodes in a beautifully detailed, slow-motion, radial shockwave of dust and pebbles. In the harsh, direct sunlight, each individual particle is frozen in crystalline clarity—tiny, sharp stones suspended in mid-air, spinning slowly, while flecks of fine dust catch the bright light like shimmering, expanding clouds, creating a sense of immense, concentrated power and a deep, tactile connection between the warrior and the ground she commands.",
+ "seed": 21238,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_8/index_7001_seed_21238_dp_17_rank_34_sample_3_slot_1.mp4",
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+ "sample_idx_in_group": 3,
+ "video_score2_vq": 3.25,
+ "video_score2_ta": 2.21875,
+ "video_score2_mq": 2.984375,
+ "video_score2_overall": 8.4375,
+ "avg": 8.453125,
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+ "question": "low-angle, static, extreme close-up, captured with the hyperreal clarity of high-speed photography, focuses on the visceral impact of a young, blind martial artist's bare feet as they unflinchingly strike the earth. Her feet, strong from rigorous training and covered in calluses, cling to the ground, her skin momentarily yielding before her muscles tense and her toes splay to grip the uneven surface. The frayed sleeves of her loose, deep forest green cotton panties swing upward for a moment at the sheer force of the downward impact. The ground, a dry, sun-drenched plain of crumbling ochre earth, explodes in a beautifully detailed, slow-motion, radial shockwave of dust and pebbles. In the harsh, direct sunlight, each individual particle is frozen in crystalline clarity—tiny, sharp stones suspended in mid-air, spinning slowly, while flecks of fine dust catch the bright light like shimmering, expanding clouds, creating a sense of immense, concentrated power and a deep, tactile connection between the warrior and the ground she commands.",
+ "token_credit_reward": 8.4375,
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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. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, extreme close-up focusing on a young, blind martial artist's bare feet striking the earth. It emphasizes callused feet gripping an uneven surface, the movement of loose deep forest green cotton panties, a dry sun-drenched plain of crumbling ochre earth, a radial shockwave of dust and pebbles, and a sense of immense, concentrated power.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and the framing remains consistent across the sequence, with clear rendering of the feet and surrounding dust. Lighting is warm and directional, contributing to a cinematic feel, and there are no obvious distortions or artifacts. However, the sequence reads as relatively static with limited motion progression, which reduces the perceived dynamism of the action. This aligns with a moderate visual quality level rather than a high-fidelity, hyper-realistic capture.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video presents the core elements—bare feet, ground contact, and a dusty environment—but several key aspects are underrepresented. The hyperreal clarity and the dramatic, dynamic impact described in the prompt are not fully realized; the motion appears restrained, and the sensory intensity is muted. The scene captures the basic components (feet, ground, dust) but lacks the full visceral impact and kinetic energy implied by the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and environmental interaction, with feet grounded and dust behaving in a physically reasonable manner. There are no glaring inconsistencies in gravity or contact dynamics. Nevertheless, the overall execution does not convey the intended explosive, forceful impact, resulting in a moderate level of physical realism rather than a highly convincing demonstration of power.\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": 3.25,
+ "TA": 2.21875,
+ "MQ": 2.984375,
+ "Overall": 8.4375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt. I need to evaluate three dimensions: visual quality, text-to-video alignment, and physical/common-sense consistency.\n\nText Prompt Analysis:\nThe prompt describes a low-angle, static, extreme close-up focusing on a young, blind martial artist's bare feet striking the earth. It emphasizes callused feet gripping an uneven surface, the movement of loose deep forest green cotton panties, a dry sun-drenched plain of crumbling ochre earth, a radial shockwave of dust and pebbles, and a sense of immense, concentrated power.\n\nVisual Quality Assessment:\nOverall, the visuals are solid but not exceptional. The resolution is adequate and the framing remains consistent across the sequence, with clear rendering of the feet and surrounding dust. Lighting is warm and directional, contributing to a cinematic feel, and there are no obvious distortions or artifacts. However, the sequence reads as relatively static with limited motion progression, which reduces the perceived dynamism of the action. This aligns with a moderate visual quality level rather than a high-fidelity, hyper-realistic capture.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is partial. The video presents the core elements—bare feet, ground contact, and a dusty environment—but several key aspects are underrepresented. The hyperreal clarity and the dramatic, dynamic impact described in the prompt are not fully realized; the motion appears restrained, and the sensory intensity is muted. The scene captures the basic components (feet, ground, dust) but lacks the full visceral impact and kinetic energy implied by the prompt.\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy and environmental interaction, with feet grounded and dust behaving in a physically reasonable manner. There are no glaring inconsistencies in gravity or contact dynamics. Nevertheless, the overall execution does not convey the intended explosive, forceful impact, resulting in a moderate level of physical realism rather than a highly convincing demonstration of power.\n\nGround-truth scores:\nDim-1 Visual Quality: 3\nDim-2 Text-to-Video Alignment: 3\nDim-3 Physical Consistency: 3\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_9/index_tensor([3830, 3830])_group_9_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_9/index_tensor([3830, 3830])_group_9_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c70e56683f6b8746c5be5f1287691af4c3207c8
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_9/index_tensor([3830, 3830])_group_9_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "static, eye-level medium shot captures a middle-aged man with neatly combed hair and graying sideburns standing behind a polished, dark wooden table. Dressed in a sharp, dark blazer over a light blue button-down shirt, he exudes an air of professional authority. The scene is illuminated by soft, diffuse studio lighting, casting a gentle glow on the table and eliminating harsh shadows, creating an atmosphere of focus and tranquility against the backdrop of a simple, out-of-focus, neutral wall. Initially, his left hand rests flat and steady on the table. As he begins to speak, he deliberately raises his right hand, palm open, gracefully extending it toward the right side of the frame, then lowers it and gently places it on the table. Continuing his speech, he bows gently and respectfully, then smoothly straightens his body to reestablish eye contact with the camera. He then raises his right hand again, bending his elbow and holding it near his waist. Simultaneously, he removes his left hand from the table, where he holds a sleek black page turner, and overlaps it with his right, resting the device securely on the back of his right hand. In a final demonstrative gesture, he opened his left hand and spread his fingers to the right, ending the sequence with calm, clear communication.",
+ "seed": 13325,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_9/index_3830_seed_13325_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,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium shot featuring a middle-aged man with neatly combed hair and graying sideburns standing behind a polished, dark wooden table. He wears a sharp dark blazer over a light blue shirt and presents a professional demeanor. The scene is lit with soft, diffuse studio lighting that yields a gentle glow on the table and a neutral backdrop. The described actions include deliberate hand movements, speaking gestures, and a sequence of poses that culminate in a final demonstrative gesture involving a page-turning device.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent lighting, but there are noticeable artifacts around the hands and face, occasional minor distortions, and some slight blur during motion. These issues prevent a high-fidelity look, though the scene remains readable and coherent.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While several elements match—eye-level framing, a middle-aged man, dark blazer, light shirt, and a polished table—the critical dynamic actions described in the prompt are not realized. The video largely presents a static pose with minimal or no hand movement, resulting in only partial correspondence to the intended sequence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). There are some anatomical irregularities in hand rendering and subtle facial distortions, but overall body proportions and interactions with the table remain plausible. The scene does not fully realize the described fluid gestures, yet the core actions are recognizable and do not violate basic physical expectations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 2,
+ "MQ": 3
+ },
+ "soft_scores": {
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+ "TA": 1.9375,
+ "MQ": 2.59375,
+ "Overall": 7.46875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium shot featuring a middle-aged man with neatly combed hair and graying sideburns standing behind a polished, dark wooden table. He wears a sharp dark blazer over a light blue shirt and presents a professional demeanor. The scene is lit with soft, diffuse studio lighting that yields a gentle glow on the table and a neutral backdrop. The described actions include deliberate hand movements, speaking gestures, and a sequence of poses that culminate in a final demonstrative gesture involving a page-turning device.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent lighting, but there are noticeable artifacts around the hands and face, occasional minor distortions, and some slight blur during motion. These issues prevent a high-fidelity look, though the scene remains readable and coherent.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is limited (score 2). While several elements match—eye-level framing, a middle-aged man, dark blazer, light shirt, and a polished table—the critical dynamic actions described in the prompt are not realized. The video largely presents a static pose with minimal or no hand movement, resulting in only partial correspondence to the intended sequence.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). There are some anatomical irregularities in hand rendering and subtle facial distortions, but overall body proportions and interactions with the table remain plausible. The scene does not fully realize the described fluid gestures, yet the core actions are recognizable and do not violate basic physical expectations.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 2\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
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+ "seed": 13326,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_9/index_3830_seed_13326_dp_18_rank_36_sample_1_slot_1.mp4",
+ "sample_idx": 1,
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+ "video_score2_vq": 2.984375,
+ "video_score2_ta": 2.265625,
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+ "video_score2_overall": 8.125,
+ "avg": 8.09375,
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+ "question": "static, eye-level medium shot captures a middle-aged man with neatly combed hair and graying sideburns standing behind a polished, dark wooden table. Dressed in a sharp, dark blazer over a light blue button-down shirt, he exudes an air of professional authority. The scene is illuminated by soft, diffuse studio lighting, casting a gentle glow on the table and eliminating harsh shadows, creating an atmosphere of focus and tranquility against the backdrop of a simple, out-of-focus, neutral wall. Initially, his left hand rests flat and steady on the table. As he begins to speak, he deliberately raises his right hand, palm open, gracefully extending it toward the right side of the frame, then lowers it and gently places it on the table. Continuing his speech, he bows gently and respectfully, then smoothly straightens his body to reestablish eye contact with the camera. He then raises his right hand again, bending his elbow and holding it near his waist. Simultaneously, he removes his left hand from the table, where he holds a sleek black page turner, and overlaps it with his right, resting the device securely on the back of his right hand. In a final demonstrative gesture, he opened his left hand and spread his fingers to the right, ending the sequence with calm, clear communication.",
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+ "selected_reward": 8.125,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium shot featuring a middle-aged man with neatly combed hair and graying sideburns standing behind a polished, dark wooden table. He wears a sharp dark blazer over a light blue button-down shirt, projecting professional authority. The scene is lit with soft, diffuse studio lighting that yields a gentle glow on the table and eliminates harsh shadows, creating a tranquil atmosphere against a simple, out-of-focus neutral backdrop. The sequence includes specific gestures: left hand resting on the table; deliberate raising of the right hand with palm open; extending it toward the right; lowering it and placing it on the table; bowing gently and then straightening to reestablish eye contact; raising the right hand again with elbow bent near the waist; removing the left hand from the table and overlapping it with the right while holding a sleek black page turner; opening the left hand and spreading fingers to the right.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent lighting, but there are occasional minor artifacts and slight softness in some regions. The subject remains clearly visible and the background blur is appropriate, yet the overall sharpness and fine detail do not reach high-end levels. The sequence appears stable with no major distortions, though subtle motion-related inconsistencies could emerge during playback.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents the core elements — a middle-aged man, neat appearance, dark blazer over a light shirt, seated at a polished table, and a professional demeanor. However, several nuanced gestures and the exact timing of actions described in the prompt are not consistently realized across the sequence, resulting in only partial fidelity to the detailed instructions.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible human proportions and interactions, with no glaring anatomical or physical implausibilities. Some minor timing or gesture details may feel slightly off, but they do not severely undermine overall realism.\n\nGround-truth scores: Visual Quality 3; Text-to-Video Alignment 3; Physical Consistency 3.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 2.984375,
+ "TA": 2.265625,
+ "MQ": 2.84375,
+ "Overall": 8.125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium shot featuring a middle-aged man with neatly combed hair and graying sideburns standing behind a polished, dark wooden table. He wears a sharp dark blazer over a light blue button-down shirt, projecting professional authority. The scene is lit with soft, diffuse studio lighting that yields a gentle glow on the table and eliminates harsh shadows, creating a tranquil atmosphere against a simple, out-of-focus neutral backdrop. The sequence includes specific gestures: left hand resting on the table; deliberate raising of the right hand with palm open; extending it toward the right; lowering it and placing it on the table; bowing gently and then straightening to reestablish eye contact; raising the right hand again with elbow bent near the waist; removing the left hand from the table and overlapping it with the right while holding a sleek black page turner; opening the left hand and spreading fingers to the right.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent lighting, but there are occasional minor artifacts and slight softness in some regions. The subject remains clearly visible and the background blur is appropriate, yet the overall sharpness and fine detail do not reach high-end levels. The sequence appears stable with no major distortions, though subtle motion-related inconsistencies could emerge during playback.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents the core elements — a middle-aged man, neat appearance, dark blazer over a light shirt, seated at a polished table, and a professional demeanor. However, several nuanced gestures and the exact timing of actions described in the prompt are not consistently realized across the sequence, resulting in only partial fidelity to the detailed instructions.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). The scene generally adheres to plausible human proportions and interactions, with no glaring anatomical or physical implausibilities. Some minor timing or gesture details may feel slightly off, but they do not severely undermine overall 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"
+ ]
+ },
+ {
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+ "seed": 13327,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_9/index_3830_seed_13327_dp_19_rank_38_sample_2_slot_0.mp4",
+ "sample_idx": 0,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 2.71875,
+ "video_score2_ta": 1.4296875,
+ "video_score2_mq": 1.53125,
+ "video_score2_overall": 5.6875,
+ "avg": 5.6796875,
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+ "token_credit_reward": 5.6875,
+ "selected_reward": 5.6875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium shot featuring a middle-aged man with neatly combed hair and graying sideburns standing behind a polished, dark wooden table. He wears a sharp dark blazer over a light blue shirt and presents a professional demeanor. The scene is lit with soft, diffuse studio lighting that yields a gentle glow on the table and a neutral backdrop. The sequence includes deliberate hand movements, a bow, and a final gesture involving a sleek black page-turner.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent lighting, but there are occasional minor artifacts and slight softness that prevent a higher rating. The subject remains clearly visible and the background blur is appropriate, though not flawless across all frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures the general appearance and setting, including the man’s age, attire, and the professional context. However, several specific actions described in the prompt are not consistently realized or are only partially represented, resulting in partial fidelity rather than full alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Movements are generally plausible and the scene adheres to basic physics, but there are subtle timing and interaction nuances (e.g., hand-object handling and some gestures) that feel slightly off or underdeveloped, reducing overall realism without breaking coherence.\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 3\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3\n",
+ "hard_scores": {
+ "VQ": 1,
+ "TA": 1,
+ "MQ": 1
+ },
+ "soft_scores": {
+ "VQ": 2.71875,
+ "TA": 1.4296875,
+ "MQ": 1.53125,
+ "Overall": 5.6875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium shot featuring a middle-aged man with neatly combed hair and graying sideburns standing behind a polished, dark wooden table. He wears a sharp dark blazer over a light blue shirt and presents a professional demeanor. The scene is lit with soft, diffuse studio lighting that yields a gentle glow on the table and a neutral backdrop. The sequence includes deliberate hand movements, a bow, and a final gesture involving a sleek black page-turner.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and consistent lighting, but there are occasional minor artifacts and slight softness that prevent a higher rating. The subject remains clearly visible and the background blur is appropriate, though not flawless across all frames.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures the general appearance and setting, including the man’s age, attire, and the professional context. However, several specific actions described in the prompt are not consistently realized or are only partially represented, resulting in partial fidelity rather than full alignment.\n\nPhysical/Common-sense Consistency:\nPhysical consistency is moderate (score 3). Movements are generally plausible and the scene adheres to basic physics, but there are subtle timing and interaction nuances (e.g., hand-object handling and some gestures) that feel slightly off or underdeveloped, reducing overall realism without breaking coherence.\n\n\n(1) visual quality - clarity, smoothness, artifacts: 3\n(2) text-to-video alignment - fidelity to the prompt: 3\n(3) physical/common-sense consistency - naturalness and physics plausibility: 3"
+ ]
+ },
+ {
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+ "seed": 13328,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000227/group_9/index_3830_seed_13328_dp_19_rank_38_sample_3_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
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+ "video_score2_vq": 3.0625,
+ "video_score2_ta": 2.46875,
+ "video_score2_mq": 3.3125,
+ "video_score2_overall": 8.875,
+ "avg": 8.84375,
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+ "question": "static, eye-level medium shot captures a middle-aged man with neatly combed hair and graying sideburns standing behind a polished, dark wooden table. Dressed in a sharp, dark blazer over a light blue button-down shirt, he exudes an air of professional authority. The scene is illuminated by soft, diffuse studio lighting, casting a gentle glow on the table and eliminating harsh shadows, creating an atmosphere of focus and tranquility against the backdrop of a simple, out-of-focus, neutral wall. Initially, his left hand rests flat and steady on the table. As he begins to speak, he deliberately raises his right hand, palm open, gracefully extending it toward the right side of the frame, then lowers it and gently places it on the table. Continuing his speech, he bows gently and respectfully, then smoothly straightens his body to reestablish eye contact with the camera. He then raises his right hand again, bending his elbow and holding it near his waist. Simultaneously, he removes his left hand from the table, where he holds a sleek black page turner, and overlaps it with his right, resting the device securely on the back of his right hand. In a final demonstrative gesture, he opened his left hand and spread his fingers to the right, ending the sequence with calm, clear communication.",
+ "token_credit_reward": 8.875,
+ "selected_reward": 8.875,
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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, eye-level medium shot featuring a middle-aged man with neatly combed hair and graying sideburns standing behind a polished, dark wooden table. He wears a sharp dark blazer over a light blue button-down shirt, projecting professional authority. The scene is lit with soft, diffuse studio lighting that yields a gentle glow on the table and eliminates harsh shadows, creating a tranquil atmosphere against a simple, out-of-focus neutral backdrop. The sequence includes specific gestures: left hand resting on the table; deliberate raising of the right hand with palm open; extending it toward the right; lowering it and placing it on the table; bowing gently and then straightening to reestablish eye contact; raising the right hand again with elbow bent near the waist; removing the left hand from the table and overlapping it with the right while holding a sleek black page turner; opening the left hand and spreading fingers to the right.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally solid. The subject remains clearly visible with good detail, and the lighting is consistent with a professional setup. There are no major distortions or artifacts, and color/contrast are stable. However, there are occasional minor imperfections (e.g., slight noise or subtle compression effects) that prevent a perfect top-tier score. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the described scene: a middle-aged man at a polished table, wearing a dark blazer over a light shirt, with a professional demeanor and appropriate lighting. The general composition and subject appearance align well with the prompt. However, several nuanced gestural details are not consistently realized across frames, resulting in a moderate level of alignment rather than a perfect match. Overall, Text-to-Video Alignment is acceptable but not exact, corresponding to a score of 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible human proportions and interactions, with believable spatial relationships between the person, the table, and the device. Some micro-gestures and timing nuances do not perfectly mirror the prompt, introducing minor inconsistencies in realism. Overall, Physical Consistency is adequate but not flawless, matching a score of 3.\n\n\n(1) visual quality: 4\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 4,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.0625,
+ "TA": 2.46875,
+ "MQ": 3.3125,
+ "Overall": 8.875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a static, eye-level medium shot featuring a middle-aged man with neatly combed hair and graying sideburns standing behind a polished, dark wooden table. He wears a sharp dark blazer over a light blue button-down shirt, projecting professional authority. The scene is lit with soft, diffuse studio lighting that yields a gentle glow on the table and eliminates harsh shadows, creating a tranquil atmosphere against a simple, out-of-focus neutral backdrop. The sequence includes specific gestures: left hand resting on the table; deliberate raising of the right hand with palm open; extending it toward the right; lowering it and placing it on the table; bowing gently and then straightening to reestablish eye contact; raising the right hand again with elbow bent near the waist; removing the left hand from the table and overlapping it with the right while holding a sleek black page turner; opening the left hand and spreading fingers to the right.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are generally solid. The subject remains clearly visible with good detail, and the lighting is consistent with a professional setup. There are no major distortions or artifacts, and color/contrast are stable. However, there are occasional minor imperfections (e.g., slight noise or subtle compression effects) that prevent a perfect top-tier score. Overall, Visual Quality is strong but not flawless, aligning with a score of 4.\n\nText-to-Video Alignment Assessment:\nThe video largely reflects the described scene: a middle-aged man at a polished table, wearing a dark blazer over a light shirt, with a professional demeanor and appropriate lighting. The general composition and subject appearance align well with the prompt. However, several nuanced gestural details are not consistently realized across frames, resulting in a moderate level of alignment rather than a perfect match. Overall, Text-to-Video Alignment is acceptable but not exact, corresponding to a score of 3.\n\nPhysical Consistency / Common-sense:\nThe scene maintains plausible human proportions and interactions, with believable spatial relationships between the person, the table, and the device. Some micro-gestures and timing nuances do not perfectly mirror the prompt, introducing minor inconsistencies in realism. Overall, Physical Consistency is adequate but not flawless, matching 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"
+ ]
+ }
+]
\ No newline at end of file
diff --git a/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000250/group_14/index_tensor([2770, 2770])_group_14_rewards.json b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000250/group_14/index_tensor([2770, 2770])_group_14_rewards.json
new file mode 100644
index 0000000000000000000000000000000000000000..8737887cb17209600944bab073c004b659474f09
--- /dev/null
+++ b/outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000250/group_14/index_tensor([2770, 2770])_group_14_rewards.json
@@ -0,0 +1,10210 @@
+[
+ {
+ "prompt": "stunning close-up shot from a slightly low angle, the camera pans slowly and smoothly from left to right, following a pair of elegant hands as they fluently play the keys of an ebony grand piano. The fingers, slender and white, with neatly manicured nails, dance with rhythmic precision across the mirror-like black and white keys, sometimes gently touching, sometimes pressing down firmly. On the performer's wrist rests a refined, classic watch, its polished metal case and dark alligator leather strap evoking an understated luxury. A warm, overhead spotlight separates the area from the dim surroundings, focusing its light on the keys and the hands. As the wrists gracefully rotate in time with the music, the watch's sapphire crystal and metal rims capture this light, reflecting it into fleeting, captivating highlights like flowing starbursts. The background is blurred into a soft warm halo, through which the dancing flames of the fireplace and the outline of heavy velvet curtains can be vaguely seen in the distance. The whole scene, in deep black, warm gold and light skin tones, creates an extremely focused, private and luxurious artistic atmosphere.",
+ "seed": 12176,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000250/group_14/index_2770_seed_12176_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": 2.9375,
+ "video_score2_ta": 1.6328125,
+ "video_score2_mq": 2.796875,
+ "video_score2_overall": 7.375,
+ "avg": 7.3671875,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "stunning close-up shot from a slightly low angle, the camera pans slowly and smoothly from left to right, following a pair of elegant hands as they fluently play the keys of an ebony grand piano. The fingers, slender and white, with neatly manicured nails, dance with rhythmic precision across the mirror-like black and white keys, sometimes gently touching, sometimes pressing down firmly. On the performer's wrist rests a refined, classic watch, its polished metal case and dark alligator leather strap evoking an understated luxury. A warm, overhead spotlight separates the area from the dim surroundings, focusing its light on the keys and the hands. As the wrists gracefully rotate in time with the music, the watch's sapphire crystal and metal rims capture this light, reflecting it into fleeting, captivating highlights like flowing starbursts. The background is blurred into a soft warm halo, through which the dancing flames of the fireplace and the outline of heavy velvet curtains can be vaguely seen in the distance. The whole scene, in deep black, warm gold and light skin tones, creates an extremely focused, private and luxurious artistic atmosphere.",
+ "token_credit_reward": 7.375,
+ "selected_reward": 7.375,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a stunning close-up shot from a slightly low angle, featuring a slow left-to-right pan, elegant hands playing the keys of an ebony grand piano, slender fingers with manicured nails, a refined watch on the wrist, warm overhead spotlight, and a luxurious atmosphere. In practice, the video does not realize these elements: there is no visible piano or keyboard interaction, no clear hand movement over keys, and the watch is shown without the described emphasis. The overall mood and composition do not align with the prompt, indicating a severe misalignment between text and video content.\n\nVisual Quality Analysis:\nThe frames show moderate resolution with some blur and soft focus, especially in the background. Lighting remains warm and consistent, and the watch is reasonably well-rendered. However, overall sharpness and fine detail are lacking, and the sequence appears largely static with limited motion cues. These factors yield a mid-range visual quality assessment rather than high fidelity.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced mismatch between the prompt and the actual video content. Key elements such as the piano/keyboard interaction, the precise hand movements, the watch-centric framing, and the described lighting/reflection dynamics are absent or inadequately represented. The result is a very low alignment score, reflecting substantial deviation from the intended creative direction.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible anatomy and object rendering; the wrist and watch appear proportionate and the lighting is coherent. Yet the absence of expected actions (hand-key interaction, dynamic motion) introduces mild inconsistencies with the described scenario, resulting in a moderate level of common-sense consistency.\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": 2.9375,
+ "TA": 1.6328125,
+ "MQ": 2.796875,
+ "Overall": 7.375
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a stunning close-up shot from a slightly low angle, featuring a slow left-to-right pan, elegant hands playing the keys of an ebony grand piano, slender fingers with manicured nails, a refined watch on the wrist, warm overhead spotlight, and a luxurious atmosphere. In practice, the video does not realize these elements: there is no visible piano or keyboard interaction, no clear hand movement over keys, and the watch is shown without the described emphasis. The overall mood and composition do not align with the prompt, indicating a severe misalignment between text and video content.\n\nVisual Quality Analysis:\nThe frames show moderate resolution with some blur and soft focus, especially in the background. Lighting remains warm and consistent, and the watch is reasonably well-rendered. However, overall sharpness and fine detail are lacking, and the sequence appears largely static with limited motion cues. These factors yield a mid-range visual quality assessment rather than high fidelity.\n\nText-to-Video Alignment Analysis:\nThere is a pronounced mismatch between the prompt and the actual video content. Key elements such as the piano/keyboard interaction, the precise hand movements, the watch-centric framing, and the described lighting/reflection dynamics are absent or inadequately represented. The result is a very low alignment score, reflecting substantial deviation from the intended creative direction.\n\nPhysical Consistency (Common-sense):\nThe scene maintains plausible anatomy and object rendering; the wrist and watch appear proportionate and the lighting is coherent. Yet the absence of expected actions (hand-key interaction, dynamic motion) introduces mild inconsistencies with the described scenario, resulting in a moderate level of common-sense consistency.\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 1\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "stunning close-up shot from a slightly low angle, the camera pans slowly and smoothly from left to right, following a pair of elegant hands as they fluently play the keys of an ebony grand piano. The fingers, slender and white, with neatly manicured nails, dance with rhythmic precision across the mirror-like black and white keys, sometimes gently touching, sometimes pressing down firmly. On the performer's wrist rests a refined, classic watch, its polished metal case and dark alligator leather strap evoking an understated luxury. A warm, overhead spotlight separates the area from the dim surroundings, focusing its light on the keys and the hands. As the wrists gracefully rotate in time with the music, the watch's sapphire crystal and metal rims capture this light, reflecting it into fleeting, captivating highlights like flowing starbursts. The background is blurred into a soft warm halo, through which the dancing flames of the fireplace and the outline of heavy velvet curtains can be vaguely seen in the distance. The whole scene, in deep black, warm gold and light skin tones, creates an extremely focused, private and luxurious artistic atmosphere.",
+ "seed": 12177,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000250/group_14/index_2770_seed_12177_dp_28_rank_56_sample_1_slot_1.mp4",
+ "sample_idx": 1,
+ "ranks_per_group": 2,
+ "group_idx": 14,
+ "rank_in_group": 0,
+ "sample_idx_in_group": 1,
+ "video_score2_vq": 3.34375,
+ "video_score2_ta": 2.46875,
+ "video_score2_mq": 3.0,
+ "video_score2_overall": 8.8125,
+ "avg": 8.8125,
+ "reward_records": [
+ {
+ "sample_idx": 0,
+ "question_id": "videoscore2_overall",
+ "question": "stunning close-up shot from a slightly low angle, the camera pans slowly and smoothly from left to right, following a pair of elegant hands as they fluently play the keys of an ebony grand piano. The fingers, slender and white, with neatly manicured nails, dance with rhythmic precision across the mirror-like black and white keys, sometimes gently touching, sometimes pressing down firmly. On the performer's wrist rests a refined, classic watch, its polished metal case and dark alligator leather strap evoking an understated luxury. A warm, overhead spotlight separates the area from the dim surroundings, focusing its light on the keys and the hands. As the wrists gracefully rotate in time with the music, the watch's sapphire crystal and metal rims capture this light, reflecting it into fleeting, captivating highlights like flowing starbursts. The background is blurred into a soft warm halo, through which the dancing flames of the fireplace and the outline of heavy velvet curtains can be vaguely seen in the distance. The whole scene, in deep black, warm gold and light skin tones, creates an extremely focused, private and luxurious 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 stunning close-up shot from a slightly low angle, with a slow left-to-right pan, focusing on elegant hands playing an ebony grand piano. The fingers should appear slender and white, with neatly manicured nails, moving with rhythmic precision across mirror-like black-and-white keys. A refined, classic watch sits on the wrist, its metal case and dark leather strap conveying understated luxury. A warm overhead spotlight isolates the scene, creating a soft warm halo that hints at distant flames and velvet curtains, culminating in a deeply focused, luxurious atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable motion blur during rapid hand movements and some minor softness in fine details. The sequence remains coherent and stable, with no major distortions or artifacts, though it does not reach high-fidelity sharpness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents a close-up view of hands at a piano with a slightly low angle and a left-to-right pan, and the hands appear slender and well-groomed with a watch visible on the wrist. However, several key prompt elements are not convincingly realized: the instrument appears to be an electronic keyboard rather than an ebony grand piano; the keys do not exhibit a mirror-like finish; the warm, dramatic lighting and the specific background cues (fireplace, velvet curtains) are not clearly depicted. These gaps indicate only partial fidelity to the original description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Hand movements and finger positioning are generally plausible for piano play, and the watch maintains a stable position. There are occasional minor inconsistencies in finger placement and timing, but nothing that breaks overall realism. The scene remains believable, though not perfectly precise.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
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+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.34375,
+ "TA": 2.46875,
+ "MQ": 3.0,
+ "Overall": 8.8125
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a stunning close-up shot from a slightly low angle, with a slow left-to-right pan, focusing on elegant hands playing an ebony grand piano. The fingers should appear slender and white, with neatly manicured nails, moving with rhythmic precision across mirror-like black-and-white keys. A refined, classic watch sits on the wrist, its metal case and dark leather strap conveying understated luxury. A warm overhead spotlight isolates the scene, creating a soft warm halo that hints at distant flames and velvet curtains, culminating in a deeply focused, luxurious atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent clarity and consistent lighting, but there are noticeable motion blur during rapid hand movements and some minor softness in fine details. The sequence remains coherent and stable, with no major distortions or artifacts, though it does not reach high-fidelity sharpness.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video presents a close-up view of hands at a piano with a slightly low angle and a left-to-right pan, and the hands appear slender and well-groomed with a watch visible on the wrist. However, several key prompt elements are not convincingly realized: the instrument appears to be an electronic keyboard rather than an ebony grand piano; the keys do not exhibit a mirror-like finish; the warm, dramatic lighting and the specific background cues (fireplace, velvet curtains) are not clearly depicted. These gaps indicate only partial fidelity to the original description.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Hand movements and finger positioning are generally plausible for piano play, and the watch maintains a stable position. There are occasional minor inconsistencies in finger placement and timing, but nothing that breaks overall realism. The scene remains believable, though not perfectly precise.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "stunning close-up shot from a slightly low angle, the camera pans slowly and smoothly from left to right, following a pair of elegant hands as they fluently play the keys of an ebony grand piano. The fingers, slender and white, with neatly manicured nails, dance with rhythmic precision across the mirror-like black and white keys, sometimes gently touching, sometimes pressing down firmly. On the performer's wrist rests a refined, classic watch, its polished metal case and dark alligator leather strap evoking an understated luxury. A warm, overhead spotlight separates the area from the dim surroundings, focusing its light on the keys and the hands. As the wrists gracefully rotate in time with the music, the watch's sapphire crystal and metal rims capture this light, reflecting it into fleeting, captivating highlights like flowing starbursts. The background is blurred into a soft warm halo, through which the dancing flames of the fireplace and the outline of heavy velvet curtains can be vaguely seen in the distance. The whole scene, in deep black, warm gold and light skin tones, creates an extremely focused, private and luxurious artistic atmosphere.",
+ "seed": 12178,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000250/group_14/index_2770_seed_12178_dp_29_rank_58_sample_2_slot_0.mp4",
+ "sample_idx": 0,
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+ "video_score2_vq": 3.46875,
+ "video_score2_ta": 2.5625,
+ "video_score2_mq": 3.015625,
+ "video_score2_overall": 9.0625,
+ "avg": 9.046875,
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+ {
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+ "question": "stunning close-up shot from a slightly low angle, the camera pans slowly and smoothly from left to right, following a pair of elegant hands as they fluently play the keys of an ebony grand piano. The fingers, slender and white, with neatly manicured nails, dance with rhythmic precision across the mirror-like black and white keys, sometimes gently touching, sometimes pressing down firmly. On the performer's wrist rests a refined, classic watch, its polished metal case and dark alligator leather strap evoking an understated luxury. A warm, overhead spotlight separates the area from the dim surroundings, focusing its light on the keys and the hands. As the wrists gracefully rotate in time with the music, the watch's sapphire crystal and metal rims capture this light, reflecting it into fleeting, captivating highlights like flowing starbursts. The background is blurred into a soft warm halo, through which the dancing flames of the fireplace and the outline of heavy velvet curtains can be vaguely seen in the distance. The whole scene, in deep black, warm gold and light skin tones, creates an extremely focused, private and luxurious artistic atmosphere.",
+ "token_credit_reward": 9.0625,
+ "selected_reward": 9.0625,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions:\n\nText Prompt Analysis:\nThe prompt describes a stunning close-up shot from a slightly low angle, with a slow left-to-right pan, focusing on elegant hands playing an ebony grand piano. The fingers should appear slender and white with neatly manicured nails, moving with rhythmic precision across mirror-like black-and-white keys, while a refined classic watch sits on the wrist. A warm overhead spotlight isolates the area from dim surroundings, and the watch's sapphire crystal and metal rims reflect light, creating dynamic highlights. The background should be blurred into a soft warm halo, with distant flames or warm lighting suggesting a luxurious, intimate atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the hands and watch, but there are noticeable issues that prevent a higher rating. The piano keys exhibit color fringing and slight edge artifacts, and some motion blur reduces sharpness during hand movement. The warm lighting remains consistent, yet the overall polish does not reach the level implied by the prompt.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a close-up view, a slightly low angle, and a left-to-right pan, with visible hands near the keyboard and a watch on the wrist. However, several details diverge: the instrument appears to be an electronic keyboard rather than an ebony grand piano; nail polish and skin tone do not strictly match the description; the background lacks the described warm halo and distant flames; and the overall mood does not fully convey the luxurious, intimate atmosphere. These gaps indicate only partial fidelity to the original vision.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Hand movements and finger positioning are generally plausible, and the watch maintains a stable position on the wrist. There are minor inconsistencies in lighting reflections on the watch and in the interaction between the hands and the keyboard surface, but no major violations of physics or common sense are evident.\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": 3.46875,
+ "TA": 2.5625,
+ "MQ": 3.015625,
+ "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 stunning close-up shot from a slightly low angle, with a slow left-to-right pan, focusing on elegant hands playing an ebony grand piano. The fingers should appear slender and white with neatly manicured nails, moving with rhythmic precision across mirror-like black-and-white keys, while a refined classic watch sits on the wrist. A warm overhead spotlight isolates the area from dim surroundings, and the watch's sapphire crystal and metal rims reflect light, creating dynamic highlights. The background should be blurred into a soft warm halo, with distant flames or warm lighting suggesting a luxurious, intimate atmosphere.\n\nVisual Quality Assessment:\nOverall, Visual Quality is moderate (score 3). The frames show decent resolution and clear rendering of the hands and watch, but there are noticeable issues that prevent a higher rating. The piano keys exhibit color fringing and slight edge artifacts, and some motion blur reduces sharpness during hand movement. The warm lighting remains consistent, yet the overall polish does not reach the level implied by the prompt.\n\nText-to-Video Alignment Assessment:\nAlignment with the prompt is moderate (score 3). The video captures several key elements such as a close-up view, a slightly low angle, and a left-to-right pan, with visible hands near the keyboard and a watch on the wrist. However, several details diverge: the instrument appears to be an electronic keyboard rather than an ebony grand piano; nail polish and skin tone do not strictly match the description; the background lacks the described warm halo and distant flames; and the overall mood does not fully convey the luxurious, intimate atmosphere. These gaps indicate only partial fidelity to the original vision.\n\nPhysical Consistency / Common-sense:\nPhysical consistency is moderate (score 3). Hand movements and finger positioning are generally plausible, and the watch maintains a stable position on the wrist. There are minor inconsistencies in lighting reflections on the watch and in the interaction between the hands and the keyboard surface, but no major violations of physics or common sense are evident.\n\n\n\n(1) visual quality: 3\n(2) text-to-video alignment: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ },
+ {
+ "prompt": "stunning close-up shot from a slightly low angle, the camera pans slowly and smoothly from left to right, following a pair of elegant hands as they fluently play the keys of an ebony grand piano. The fingers, slender and white, with neatly manicured nails, dance with rhythmic precision across the mirror-like black and white keys, sometimes gently touching, sometimes pressing down firmly. On the performer's wrist rests a refined, classic watch, its polished metal case and dark alligator leather strap evoking an understated luxury. A warm, overhead spotlight separates the area from the dim surroundings, focusing its light on the keys and the hands. As the wrists gracefully rotate in time with the music, the watch's sapphire crystal and metal rims capture this light, reflecting it into fleeting, captivating highlights like flowing starbursts. The background is blurred into a soft warm halo, through which the dancing flames of the fireplace and the outline of heavy velvet curtains can be vaguely seen in the distance. The whole scene, in deep black, warm gold and light skin tones, creates an extremely focused, private and luxurious artistic atmosphere.",
+ "seed": 12179,
+ "video_path": "./outputs/yw008-1-sage-videoscore2-token-credit-video-adv/rl_samples/0000250/group_14/index_2770_seed_12179_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": 3.3125,
+ "video_score2_ta": 1.8359375,
+ "video_score2_mq": 3.046875,
+ "video_score2_overall": 8.1875,
+ "avg": 8.1953125,
+ "reward_records": [
+ {
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+ "question_id": "videoscore2_overall",
+ "question": "stunning close-up shot from a slightly low angle, the camera pans slowly and smoothly from left to right, following a pair of elegant hands as they fluently play the keys of an ebony grand piano. The fingers, slender and white, with neatly manicured nails, dance with rhythmic precision across the mirror-like black and white keys, sometimes gently touching, sometimes pressing down firmly. On the performer's wrist rests a refined, classic watch, its polished metal case and dark alligator leather strap evoking an understated luxury. A warm, overhead spotlight separates the area from the dim surroundings, focusing its light on the keys and the hands. As the wrists gracefully rotate in time with the music, the watch's sapphire crystal and metal rims capture this light, reflecting it into fleeting, captivating highlights like flowing starbursts. The background is blurred into a soft warm halo, through which the dancing flames of the fireplace and the outline of heavy velvet curtains can be vaguely seen in the distance. The whole scene, in deep black, warm gold and light skin tones, creates an extremely focused, private and luxurious artistic atmosphere.",
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+ "selected_reward": 8.1875,
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+ "generated_text": "\n\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a stunning close-up shot from a slightly low angle, featuring a slow left-to-right pan, elegant hands playing an ebony grand piano, slender fingers with manicured nails, and a refined watch on the wrist. The scene is lit by a warm overhead spotlight, with a blurred background suggesting a luxurious, intimate atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, with clear rendering of the watch and hands and generally good lighting. There is some depth-of-field blur in the background that supports the mood, and color grading yields warm tones consistent with the prompt. However, there are occasional minor artifacts or slight softness in certain frames, preventing a top-tier impression. 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 presents a close-up of hands near a piano and a visible watch, but the central action described—playing the piano with fluid, rhythmic finger movement—is not convincingly realized. The motion appears largely static, and the dynamic interaction with the keys is underdeveloped. While the framing and lighting align with parts of the prompt, the core activity and timing are not faithfully captured. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, hand positioning, and object interactions, with no obvious physical implausibilities. Some minor inconsistencies exist (e.g., subtle finger articulation or timing nuances), but they do not break overall coherence. The result is a believable but not 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: 3\n(3) physical/common-sense consistency: 3\n",
+ "hard_scores": {
+ "VQ": 3,
+ "TA": 3,
+ "MQ": 3
+ },
+ "soft_scores": {
+ "VQ": 3.3125,
+ "TA": 1.8359375,
+ "MQ": 3.046875,
+ "Overall": 8.1875
+ }
+ }
+ ],
+ "vlm_decoded_outputs": [
+ "\nmulti-dimensional analysis:\nLet me analyze this video based on the provided frames and the text prompt to evaluate the three dimensions.\n\nText Prompt Analysis:\nThe prompt describes a stunning close-up shot from a slightly low angle, featuring a slow left-to-right pan, elegant hands playing an ebony grand piano, slender fingers with manicured nails, and a refined watch on the wrist. The scene is lit by a warm overhead spotlight, with a blurred background suggesting a luxurious, intimate atmosphere.\n\nVisual Quality Assessment:\nAcross the frames, the visuals are solid but not exceptional. The resolution is adequate, with clear rendering of the watch and hands and generally good lighting. There is some depth-of-field blur in the background that supports the mood, and color grading yields warm tones consistent with the prompt. However, there are occasional minor artifacts or slight softness in certain frames, preventing a top-tier impression. 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 presents a close-up of hands near a piano and a visible watch, but the central action described—playing the piano with fluid, rhythmic finger movement—is not convincingly realized. The motion appears largely static, and the dynamic interaction with the keys is underdeveloped. While the framing and lighting align with parts of the prompt, the core activity and timing are not faithfully captured. Overall alignment is moderate (score 3).\n\nPhysical/Common-sense Consistency:\nThe scene maintains plausible anatomy, hand positioning, and object interactions, with no obvious physical implausibilities. Some minor inconsistencies exist (e.g., subtle finger articulation or timing nuances), but they do not break overall coherence. The result is a believable but not 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: 3\n(3) physical/common-sense consistency: 3"
+ ]
+ }
+]
\ No newline at end of file