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 ---
-license: apache-2.0
+pretty_name: GraftSet-Video
+language:
+  - en
+  - zh
+size_categories:
+  - 1K<n<10K
+task_categories:
+  - text-to-video
+tags:
+  - video
+  - text-to-video
+  - video-generation
+  - reinforcement-learning
+  - reward-optimization
+  - synthetic-data
+  - graftood
 ---
+
+# GraftSet-Video
+
+**9,588 generated video exemplars · 2,397 prompts · 4 videos per prompt · 9 source models**
+
+GraftSet-Video is the external video exemplar dataset introduced in **GraftOOD: Grafting Out-of-Distribution Exemplars into Advantage-Weighted Rectification for Video Reward Optimization**. It provides prompt-matched video sequences for augmenting online video reward optimization with direct exemplar supervision.
+
+## Dataset overview
+
+| Property | Value |
+|---|---|
+| Videos | 9,588 |
+| Unique prompts | 2,397 |
+| Videos per prompt | Exactly 4 |
+| Source model identifiers | 9 |
+| Video resolution | 832 × 480 pixels (width × height) |
+| Frames per video | 81 |
+| Frame rate | 16 fps |
+| Stored reward | HPSv3 score |
+| Mean / standard deviation of reward | 9.735 / 1.413 |
+
+### Source composition
+
+`model_name` records the video generator identifier. 
+
+| `model_name` | Videos |
+|---|---:|
+| `wan2_2` | 2,164 |
+| `vidu_q2` | 1,163 |
+| `seedance_1_5` | 1,144 |
+| `kling_2_5` | 1,098 |
+| `kling3` | 915 |
+| `seedance2` | 911 |
+| `veo3_1` | 883 |
+| `hailuo` | 830 |
+| `sora2` | 480 |
+| **Total** | **9,588** |
+
+## Repository structure
+
+```text
+.
+├── README.md
+├── metadata.jsonl
+└── videos/
+    ├── hailuo/
+    ├── kling3/
+    ├── kling_2_5/
+    ├── seedance2/
+    ├── seedance_1_5/
+    ├── sora2/
+    ├── veo3_1/
+    ├── vidu_q2/
+    └── wan2_2/
+        └── 1_wan2_2.mp4
+```
+
+## Metadata schema
+
+`metadata.jsonl` is UTF-8 JSON Lines: one JSON object per video.
+
+| Field | Type | Description |
+|---|---|---|
+| `file_name` | string | Video path relative to the directory containing `metadata.jsonl`, such as `videos/wan2_2/1_wan2_2.mp4`. |
+| `prompt_id` | string | Shared identifier for the four videos belonging to one prompt. |
+| `prompt` | string | Original text prompt paired with the video. |
+| `model_name` | string | Source generator identifier. |
+| `reward` | float | Original offline HPSv3 score, Higher values indicate higher scores under this reward model. |
+
+Example record, formatted across multiple lines for readability:
+
+```json
+{
+  "file_name": "videos/wan2_2/1_wan2_2.mp4",
+  "prompt_id": "398b3a665bd230e5",
+  "prompt": "The camera starts on a vibrant, diamond-shaped kite dancing against a brilliant blue sky. A slow tilt down reveals a young daughter in a sun-hat and a pink dress, her face lit with joy as she expertly handles the kite string in a sprawling green park. Her laughter rings out as the kite soars higher. Later, the scene shifts to her sitting on a picnic blanket with her family. The camera focuses on a close-up of hands cutting a large, juicy watermelon into perfect triangular slices, ready to be shared on this perfect summer day.",
+  "model_name": "wan2_2",
+  "reward": 9.292619972229003
+}
+```
+
+
+
+## Loading the dataset
+
+### Read a local copy without decoding videos
+
+Run the following from the dataset repository root. It uses only the Python standard library:
+
+```python
+import json
+from collections import defaultdict
+from pathlib import Path
+
+root = Path.cwd()
+with (root / "metadata.jsonl").open(encoding="utf-8") as f:
+    records = [json.loads(line) for line in f if line.strip()]
+
+by_prompt = defaultdict(list)
+for record in records:
+    video_path = root / record["file_name"]
+    assert video_path.is_file(), video_path
+    by_prompt[record["prompt_id"]].append(record)
+
+assert len(records) == 9588
+assert len(by_prompt) == 2397
+assert all(len(group) == 4 for group in by_prompt.values())
+
+example = records[0]
+print(example["prompt"])
+print(root / example["file_name"])
+print(example["reward"])
+```
+
+### Load with Hugging Face Datasets
+
+Install the library:
+
+```bash
+pip install -U datasets
+```
+
+From the dataset repository root:
+
+```python
+from pathlib import Path
+from datasets import Video, load_dataset
+
+dataset = load_dataset(
+    "videofolder",
+    data_dir=str(Path.cwd()),
+    split="train",
+    drop_labels=True,
+)
+dataset = dataset.cast_column("video", Video(decode=False))
+print(dataset[0])
+```
+
+VideoFolder associates `file_name` with a `video` feature and retains the additional metadata columns. `decode=False` returns the underlying video reference without decoding frames. For decoded video access, follow the [Hugging Face video-loading documentation](https://huggingface.co/docs/datasets/video_load) and install its required decoder dependencies.
+
+Once this repository is published on the Hub, replace `YOUR_NAMESPACE/GraftSet-Video` below with its actual repository ID:
+
+```python
+from datasets import Video, load_dataset
+
+dataset = load_dataset(
+    "YOUR_NAMESPACE/GraftSet-Video",
+    split="train",
+    drop_labels=True,
+)
+dataset = dataset.cast_column("video", Video(decode=False))
+```
+
+
+
+## Paper and citation
+
+If you find this project useful, please consider citing:
+
+```
+@article{fu2026graftood,
+  title={GraftOOD: Grafting Out-of-Distribution Exemplars into Advantage-Weighted Rectification for Video Reward Optimization},
+  author={Fu, Zheming and He, Ruizhe and Ning, Wenbin and Ma, Xiaoxiao and Yang, Xuan and Mu, Lianrui and Huang, Haoyang and Liu, Chang and Wang, Lei and Fu, Siming},
+  journal={arXiv preprint arXiv:2610.13470},
+  year={2026}
+}
+```
+
+## Acknowledgments
+
+We acknowledge the authors and maintainers of the source video reward-model resources, the video generation systems represented in this release, and HPSv3. Full bibliographic references for these resources are provided in the accompanying paper.
diff --git a/metadata.jsonl b/metadata.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..146bb99e235e811fd41c4cd097ff3b8c96d6989e
--- /dev/null
+++ b/metadata.jsonl
@@ -0,0 +1,9588 @@
+{"file_name": "videos/wan2_2/1_wan2_2.mp4", "prompt_id": "398b3a665bd230e5", "prompt": "The camera starts on a vibrant, diamond-shaped kite dancing against a brilliant blue sky. A slow tilt down reveals a young daughter in a sun-hat and a pink dress, her face lit with joy as she expertly handles the kite string in a sprawling green park. Her laughter rings out as the kite soars higher. Later, the scene shifts to her sitting on a picnic blanket with her family. The camera focuses on a close-up of hands cutting a large, juicy watermelon into perfect triangular slices, ready to be shared on this perfect summer day.", "model_name": "wan2_2", "reward": 9.292619972229003}
+{"file_name": "videos/seedance_1_5/1_seedance_1_5.mp4", "prompt_id": "398b3a665bd230e5", "prompt": "The camera starts on a vibrant, diamond-shaped kite dancing against a brilliant blue sky. A slow tilt down reveals a young daughter in a sun-hat and a pink dress, her face lit with joy as she expertly handles the kite string in a sprawling green park. Her laughter rings out as the kite soars higher. Later, the scene shifts to her sitting on a picnic blanket with her family. The camera focuses on a close-up of hands cutting a large, juicy watermelon into perfect triangular slices, ready to be shared on this perfect summer day.", "model_name": "seedance_1_5", "reward": 8.379082946777343}
+{"file_name": "videos/kling_2_5/1_kling_2_5.mp4", "prompt_id": "398b3a665bd230e5", "prompt": "The camera starts on a vibrant, diamond-shaped kite dancing against a brilliant blue sky. A slow tilt down reveals a young daughter in a sun-hat and a pink dress, her face lit with joy as she expertly handles the kite string in a sprawling green park. Her laughter rings out as the kite soars higher. Later, the scene shifts to her sitting on a picnic blanket with her family. The camera focuses on a close-up of hands cutting a large, juicy watermelon into perfect triangular slices, ready to be shared on this perfect summer day.", "model_name": "kling_2_5", "reward": 7.750147476196289}
+{"file_name": "videos/kling3/1_kling3.mp4", "prompt_id": "398b3a665bd230e5", "prompt": "The camera starts on a vibrant, diamond-shaped kite dancing against a brilliant blue sky. A slow tilt down reveals a young daughter in a sun-hat and a pink dress, her face lit with joy as she expertly handles the kite string in a sprawling green park. Her laughter rings out as the kite soars higher. Later, the scene shifts to her sitting on a picnic blanket with her family. The camera focuses on a close-up of hands cutting a large, juicy watermelon into perfect triangular slices, ready to be shared on this perfect summer day.", "model_name": "kling3", "reward": 5.713789272308349}
+{"file_name": "videos/kling_2_5/12_kling_2_5.mp4", "prompt_id": "c6931be5c2527c49", "prompt": "从一个冷峻的俯视角度，镜头揭示了一幅超现实的画面：在漂浮于黑暗海洋中的一块巨大浮冰中央，矗立着一棵装饰完整的孤零零的圣诞树。一位年轻的男子，一位兄长，正小心翼翼地将最后几件闪亮的装饰品挂上枝头。圣诞树温暖的灯光与周围冰冷、蓝白的广阔冰面形成鲜明对比。随后，他停下动作，从旁边的木箱里拿出一个苹果，开始有条不紊地削皮，深红色的果皮呈螺旋状飘落在洁净的冰面上。这是一个在最不可能的地点，上演的一场安静、如梦似幻的节日仪式。", "model_name": "kling_2_5", "reward": 10.991656913757325}
+{"file_name": "videos/seedance_1_5/12_seedance_1_5.mp4", "prompt_id": "c6931be5c2527c49", "prompt": "从一个冷峻的俯视角度，镜头揭示了一幅超现实的画面：在漂浮于黑暗海洋中的一块巨大浮冰中央，矗立着一棵装饰完整的孤零零的圣诞树。一位年轻的男子，一位兄长，正小心翼翼地将最后几件闪亮的装饰品挂上枝头。圣诞树温暖的灯光与周围冰冷、蓝白的广阔冰面形成鲜明对比。随后，他停下动作，从旁边的木箱里拿出一个苹果，开始有条不紊地削皮，深红色的果皮呈螺旋状飘落在洁净的冰面上。这是一个在最不可能的地点，上演的一场安静、如梦似幻的节日仪式。", "model_name": "seedance_1_5", "reward": 9.485244102478028}
+{"file_name": "videos/wan2_2/12_wan2_2.mp4", "prompt_id": "c6931be5c2527c49", "prompt": "从一个冷峻的俯视角度，镜头揭示了一幅超现实的画面：在漂浮于黑暗海洋中的一块巨大浮冰中央，矗立着一棵装饰完整的孤零零的圣诞树。一位年轻的男子，一位兄长，正小心翼翼地将最后几件闪亮的装饰品挂上枝头。圣诞树温暖的灯光与周围冰冷、蓝白的广阔冰面形成鲜明对比。随后，他停下动作，从旁边的木箱里拿出一个苹果，开始有条不紊地削皮，深红色的果皮呈螺旋状飘落在洁净的冰面上。这是一个在最不可能的地点，上演的一场安静、如梦似幻的节日仪式。", "model_name": "wan2_2", "reward": 8.619112167358399}
+{"file_name": "videos/sora2/12_sora2.mp4", "prompt_id": "c6931be5c2527c49", "prompt": "从一个冷峻的俯视角度，镜头揭示了一幅超现实的画面：在漂浮于黑暗海洋中的一块巨大浮冰中央，矗立着一棵装饰完整的孤零零的圣诞树。一位年轻的男子，一位兄长，正小心翼翼地将最后几件闪亮的装饰品挂上枝头。圣诞树温暖的灯光与周围冰冷、蓝白的广阔冰面形成鲜明对比。随后，他停下动作，从旁边的木箱里拿出一个苹果，开始有条不紊地削皮，深红色的果皮呈螺旋状飘落在洁净的冰面上。这是一个在最不可能的地点，上演的一场安静、如梦似幻的节日仪式。", "model_name": "sora2", "reward": 8.541706619262696}
+{"file_name": "videos/wan2_2/13_wan2_2.mp4", "prompt_id": "4598e975bc072507", "prompt": "在一片被洪水淹没的农田所构成的毁灭性场景中，一头巨大的棕熊被困在了淹没了田地的汹涌、旋转的水流之中。在超慢动作的镜头下，每一圈涟漪和每一次飞溅都被放大。这头熊显得迷失方向、奋力挣扎，它半淹在水中，厚实的皮毛上沾满了泥土和杂物。它试图抬起头，水流从它的口鼻处倾泻而下。镜头捕捉了大自然的原始力量和这只动物为生存而进行的绝望斗争，背景中，断裂的栅栏柱和农用设备在混乱的水流中漂过。", "model_name": "wan2_2", "reward": 11.814205932617188}
+{"file_name": "videos/veo3_1/13_veo3_1.mp4", "prompt_id": "4598e975bc072507", "prompt": "在一片被洪水淹没的农田所构成的毁灭性场景中，一头巨大的棕熊被困在了淹没了田地的汹涌、旋转的水流之中。在超慢动作的镜头下，每一圈涟漪和每一次飞溅都被放大。这头熊显得迷失方向、奋力挣扎，它半淹在水中，厚实的皮毛上沾满了泥土和杂物。它试图抬起头，水流从它的口鼻处倾泻而下。镜头捕捉了大自然的原始力量和这只动物为生存而进行的绝望斗争，背景中，断裂的栅栏柱和农用设备在混乱的水流中漂过。", "model_name": "veo3_1", "reward": 11.378936347961426}
+{"file_name": "videos/vidu_q2/13_vidu_q2.mp4", "prompt_id": "4598e975bc072507", "prompt": "在一片被洪水淹没的农田所构成的毁灭性场景中，一头巨大的棕熊被困在了淹没了田地的汹涌、旋转的水流之中。在超慢动作的镜头下，每一圈涟漪和每一次飞溅都被放大。这头熊显得迷失方向、奋力挣扎，它半淹在水中，厚实的皮毛上沾满了泥土和杂物。它试图抬起头，水流从它的口鼻处倾泻而下。镜头捕捉了大自然的原始力量和这只动物为生存而进行的绝望斗争，背景中，断裂的栅栏柱和农用设备在混乱的水流中漂过。", "model_name": "vidu_q2", "reward": 10.921433906555176}
+{"file_name": "videos/sora2/13_sora2.mp4", "prompt_id": "4598e975bc072507", "prompt": "在一片被洪水淹没的农田所构成的毁灭性场景中，一头巨大的棕熊被困在了淹没了田地的汹涌、旋转的水流之中。在超慢动作的镜头下，每一圈涟漪和每一次飞溅都被放大。这头熊显得迷失方向、奋力挣扎，它半淹在水中，厚实的皮毛上沾满了泥土和杂物。它试图抬起头，水流从它的口鼻处倾泻而下。镜头捕捉了大自然的原始力量和这只动物为生存而进行的绝望斗争，背景中，断裂的栅栏柱和农用设备在混乱的水流中漂过。", "model_name": "sora2", "reward": 10.32849624633789}
+{"file_name": "videos/wan2_2/14_wan2_2.mp4", "prompt_id": "7969b38ef4da1caf", "prompt": "在滑雪胜地的停车场里，一对身穿鲜艳滑雪服的快乐夫妻正在收拾装备。他们年幼的儿子在汽车引擎盖上堆着雪人。丈夫从后备箱拿出一个保温瓶和两个金属杯。一个特写镜头聚焦于他的手，他倒出热气腾腾的香料红酒，小心翼翼地将一杯递给妻子。她微笑着接过，戴着手套的双手短暂触碰。酒杯的热气在寒冷的山间空气中弥漫开来，为他们一天的滑雪画上了一个完美而温暖的句号。", "model_name": "wan2_2", "reward": 13.381249542236327}
+{"file_name": "videos/kling3/14_kling3.mp4", "prompt_id": "7969b38ef4da1caf", "prompt": "在滑雪胜地的停车场里，一对身穿鲜艳滑雪服的快乐夫妻正在收拾装备。他们年幼的儿子在汽车引擎盖上堆着雪人。丈夫从后备箱拿出一个保温瓶和两个金属杯。一个特写镜头聚焦于他的手，他倒出热气腾腾的香料红酒，小心翼翼地将一杯递给妻子。她微笑着接过，戴着手套的双手短暂触碰。酒杯的热气在寒冷的山间空气中弥漫开来，为他们一天的滑雪画上了一个完美而温暖的句号。", "model_name": "kling3", "reward": 10.897361297607421}
+{"file_name": "videos/veo3_1/14_veo3_1.mp4", "prompt_id": "7969b38ef4da1caf", "prompt": "在滑雪胜地的停车场里，一对身穿鲜艳滑雪服的快乐夫妻正在收拾装备。他们年幼的儿子在汽车引擎盖上堆着雪人。丈夫从后备箱拿出一个保温瓶和两个金属杯。一个特写镜头聚焦于他的手，他倒出热气腾腾的香料红酒，小心翼翼地将一杯递给妻子。她微笑着接过，戴着手套的双手短暂触碰。酒杯的热气在寒冷的山间空气中弥漫开来，为他们一天的滑雪画上了一个完美而温暖的句号。", "model_name": "veo3_1", "reward": 10.298263206481934}
+{"file_name": "videos/sora2/14_sora2.mp4", "prompt_id": "7969b38ef4da1caf", "prompt": "在滑雪胜地的停车场里，一对身穿鲜艳滑雪服的快乐夫妻正在收拾装备。他们年幼的儿子在汽车引擎盖上堆着雪人。丈夫从后备箱拿出一个保温瓶和两个金属杯。一个特写镜头聚焦于他的手，他倒出热气腾腾的香料红酒，小心翼翼地将一杯递给妻子。她微笑着接过，戴着手套的双手短暂触碰。酒杯的热气在寒冷的山间空气中弥漫开来，为他们一天的滑雪画上了一个完美而温暖的句号。", "model_name": "sora2", "reward": 10.006064643859863}
+{"file_name": "videos/wan2_2/17_wan2_2.mp4", "prompt_id": "37cc23e50127ca41", "prompt": "在一座宁静华美的寺庙内，空气中弥漫着焚香的气味，镜头开始向右缓慢平移。画面首先展现了一位身穿橘色僧袍的僧人，他正一丝不苟地为供奉剪切莲花的茎。镜头继续移动，经过一个以身着鲜艳礼服的可爱婴儿为中心的家庭。再往右，一个年长的孩子正在玩耍，努力让一个彩色的呼啦圈在腰间旋转。最后，镜头停在另一位家庭成员身上，他正小心翼翼地将开光的物品和礼物装进袋子里，为当天的仪式画上句点。", "model_name": "wan2_2", "reward": 9.773980674743653}
+{"file_name": "videos/kling_2_5/17_kling_2_5.mp4", "prompt_id": "37cc23e50127ca41", "prompt": "在一座宁静华美的寺庙内，空气中弥漫着焚香的气味，镜头开始向右缓慢平移。画面首先展现了一位身穿橘色僧袍的僧人，他正一丝不苟地为供奉剪切莲花的茎。镜头继续移动，经过一个以身着鲜艳礼服的可爱婴儿为中心的家庭。再往右，一个年长的孩子正在玩耍，努力让一个彩色的呼啦圈在腰间旋转。最后，镜头停在另一位家庭成员身上，他正小心翼翼地将开光的物品和礼物装进袋子里，为当天的仪式画上句点。", "model_name": "kling_2_5", "reward": 9.369628143310546}
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+{"file_name": "videos/wan2_2/740_wan2_2.mp4", "prompt_id": "56a90e1c610812d0", "prompt": "在一座宏伟宅邸的豪华大厅里，阳光洒满每一寸角落。一个身穿简约白裙的小女孩正跪在光洁的大理石地板上，全神贯注地玩着一辆小木头车。镜头开始缓慢推近，捕捉她专注的神情和推动玩具的轻柔动作。突然，画外传来呼唤声，她的脸立刻垮了下来，写满了抗议。伴随着一声不情愿的叹息，她丢下玩具，站起身，缓缓走出了画面，小小的身影被这空旷的空间衬得愈发孤单。", "model_name": "wan2_2", "reward": 11.017466201782227}
+{"file_name": "videos/seedance_1_5/740_seedance_1_5.mp4", "prompt_id": "56a90e1c610812d0", "prompt": "在一座宏伟宅邸的豪华大厅里，阳光洒满每一寸角落。一个身穿简约白裙的小女孩正跪在光洁的大理石地板上，全神贯注地玩着一辆小木头车。镜头开始缓慢推近，捕捉她专注的神情和推动玩具的轻柔动作。突然，画外传来呼唤声，她的脸立刻垮了下来，写满了抗议。伴随着一声不情愿的叹息，她丢下玩具，站起身，缓缓走出了画面，小小的身影被这空旷的空间衬得愈发孤单。", "model_name": "seedance_1_5", "reward": 10.075418395996094}
+{"file_name": "videos/hailuo/740_hailuo.mp4", "prompt_id": "56a90e1c610812d0", "prompt": "在一座宏伟宅邸的豪华大厅里，阳光洒满每一寸角落。一个身穿简约白裙的小女孩正跪在光洁的大理石地板上，全神贯注地玩着一辆小木头车。镜头开始缓慢推近，捕捉她专注的神情和推动玩具的轻柔动作。突然，画外传来呼唤声，她的脸立刻垮了下来，写满了抗议。伴随着一声不情愿的叹息，她丢下玩具，站起身，缓缓走出了画面，小小的身影被这空旷的空间衬得愈发孤单。", "model_name": "hailuo", "reward": 10.059858207702638}
+{"file_name": "videos/vidu_q2/740_vidu_q2.mp4", "prompt_id": "56a90e1c610812d0", "prompt": "在一座宏伟宅邸的豪华大厅里，阳光洒满每一寸角落。一个身穿简约白裙的小女孩正跪在光洁的大理石地板上，全神贯注地玩着一辆小木头车。镜头开始缓慢推近，捕捉她专注的神情和推动玩具的轻柔动作。突然，画外传来呼唤声，她的脸立刻垮了下来，写满了抗议。伴随着一声不情愿的叹息，她丢下玩具，站起身，缓缓走出了画面，小小的身影被这空旷的空间衬得愈发孤单。", "model_name": "vidu_q2", "reward": 10.017755851745605}
+{"file_name": "videos/vidu_q2/743_vidu_q2.mp4", "prompt_id": "75ae39e6018f29a8", "prompt": "Using a steady and smooth perspective, the camera captures a tranquil scene inside a clean, sunlit stable. A magnificent chestnut horse stands calmly in its stall, which is filled with fresh hay. Beams of sunlight cut through the air, illuminating dancing dust motes. The camera focuses as the horse lowers its head to a wooden bucket, contentedly eating crisp, red apples. The atmosphere is peaceful, highlighting the quiet dignity and simple pleasure of the animal in its comfortable home.", "model_name": "vidu_q2", "reward": 10.594355010986328}
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+{"file_name": "videos/veo3_1/743_veo3_1.mp4", "prompt_id": "75ae39e6018f29a8", "prompt": "Using a steady and smooth perspective, the camera captures a tranquil scene inside a clean, sunlit stable. A magnificent chestnut horse stands calmly in its stall, which is filled with fresh hay. Beams of sunlight cut through the air, illuminating dancing dust motes. The camera focuses as the horse lowers its head to a wooden bucket, contentedly eating crisp, red apples. The atmosphere is peaceful, highlighting the quiet dignity and simple pleasure of the animal in its comfortable home.", "model_name": "veo3_1", "reward": 9.438556327819825}
+{"file_name": "videos/hailuo/743_hailuo.mp4", "prompt_id": "75ae39e6018f29a8", "prompt": "Using a steady and smooth perspective, the camera captures a tranquil scene inside a clean, sunlit stable. A magnificent chestnut horse stands calmly in its stall, which is filled with fresh hay. Beams of sunlight cut through the air, illuminating dancing dust motes. The camera focuses as the horse lowers its head to a wooden bucket, contentedly eating crisp, red apples. The atmosphere is peaceful, highlighting the quiet dignity and simple pleasure of the animal in its comfortable home.", "model_name": "hailuo", "reward": 8.90885726928711}
+{"file_name": "videos/kling_2_5/745_kling_2_5.mp4", "prompt_id": "5682758fe066355c", "prompt": "On a busy train station platform, an elderly fortune teller with a kind face packs up her small, foldable table. A group of young friends, having just received their readings, kindly help her clear the tarot cards and a crystal ball. The camera zooms in on one of the girls, who is crying softly, her face streaked with tears, clearly upset by what she was told. A friend puts a comforting arm around her shoulder, offering solace amidst the chaotic rush of commuters passing by.", "model_name": "kling_2_5", "reward": 11.52858959197998}
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+{"file_name": "videos/seedance_1_5/745_seedance_1_5.mp4", "prompt_id": "5682758fe066355c", "prompt": "On a busy train station platform, an elderly fortune teller with a kind face packs up her small, foldable table. A group of young friends, having just received their readings, kindly help her clear the tarot cards and a crystal ball. The camera zooms in on one of the girls, who is crying softly, her face streaked with tears, clearly upset by what she was told. A friend puts a comforting arm around her shoulder, offering solace amidst the chaotic rush of commuters passing by.", "model_name": "seedance_1_5", "reward": 10.419978752136231}
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+{"file_name": "videos/wan2_2/3692_wan2_2.mp4", "prompt_id": "49612399e1f8358a", "prompt": "The camera pans right, following a lone, massive buffalo standing in wild grass at the edge of a tranquil lake. It takes a heavy, deliberate step, turning its body in a slow, ponderous circle as it scans the area with its dark eyes. Having chosen a spot, it awkwardly begins to bend its powerful front knees, its immense weight shifting forward. With a soft thud, its massive chest lowers until it rests on the ground. Its hind legs then fold neatly underneath its body. The buffalo settles its full weight with a deep, breathy sigh, its large form finally at rest. With half-closed eyes, it begins to rhythmically chew its cud, its jaw moving in a steady, circular motion against the peaceful backdrop.", "model_name": "wan2_2", "reward": 8.500778694152832}
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+{"file_name": "videos/seedance2/3693_seedance2.mp4", "prompt_id": "678db2d81a9bb553", "prompt": "From the point of view of a motorbike rider, the handlebars frame a sunlit street leading towards a dark tunnel entrance. The bike leans smoothly into the opening, and the view instantly shifts from bright daylight to the warm orange glow of tunnel lights. The engine's steady roar deepens, amplifying as it echoes off the tiled walls. The rider twists the throttle slightly, accelerating to smoothly overtake a slower-moving car. The bright, circular exit of the tunnel grows rapidly in the distance. With a final burst of acceleration, the bike shoots out of the darkness, bursting back into blinding daylight, causing a momentary, brilliant lens flare across the view.", "model_name": "seedance2", "reward": 10.897491340637208}
+{"file_name": "videos/wan2_2/3693_wan2_2.mp4", "prompt_id": "678db2d81a9bb553", "prompt": "From the point of view of a motorbike rider, the handlebars frame a sunlit street leading towards a dark tunnel entrance. The bike leans smoothly into the opening, and the view instantly shifts from bright daylight to the warm orange glow of tunnel lights. The engine's steady roar deepens, amplifying as it echoes off the tiled walls. The rider twists the throttle slightly, accelerating to smoothly overtake a slower-moving car. The bright, circular exit of the tunnel grows rapidly in the distance. With a final burst of acceleration, the bike shoots out of the darkness, bursting back into blinding daylight, causing a momentary, brilliant lens flare across the view.", "model_name": "wan2_2", "reward": 10.569017219543458}
+{"file_name": "videos/sora2/3693_sora2.mp4", "prompt_id": "678db2d81a9bb553", "prompt": "From the point of view of a motorbike rider, the handlebars frame a sunlit street leading towards a dark tunnel entrance. The bike leans smoothly into the opening, and the view instantly shifts from bright daylight to the warm orange glow of tunnel lights. The engine's steady roar deepens, amplifying as it echoes off the tiled walls. The rider twists the throttle slightly, accelerating to smoothly overtake a slower-moving car. The bright, circular exit of the tunnel grows rapidly in the distance. With a final burst of acceleration, the bike shoots out of the darkness, bursting back into blinding daylight, causing a momentary, brilliant lens flare across the view.", "model_name": "sora2", "reward": 8.377786712646484}
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