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README.md
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---
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title: Video-Reason
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colorFrom: blue
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sdk: static
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- **Verifiable evaluation** via rule-based, human-aligned scorers (no model-based judging)
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- **Early signs of emergent generalization** to unseen reasoning tasks through large-scale scaling studies
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## Links
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- **Website**: https://video-reason.com
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journal = {arXiv preprint arXiv:2602.20159},
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year = {2026},
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url = {https://arxiv.org/abs/2602.20159}
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}
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---
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title: Video-Reason
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emoji: "\U0001F3AC"
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colorFrom: blue
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colorTo: purple
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sdk: static
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- **Verifiable evaluation** via rule-based, human-aligned scorers (no model-based judging)
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- **Early signs of emergent generalization** to unseen reasoning tasks through large-scale scaling studies
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## Releases
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| Resource | Description | Link |
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| VBVR-Wan2.2 | Strong baseline model fine-tuned from Wan2.2-I2V-A14B on the VBVR Dataset | [Model](https://huggingface.co/Video-Reason/VBVR-Wan2.2) |
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| VBVR-Dataset | 1M video reasoning training samples across 100 curated task generators (~310 GB) | [Dataset](https://huggingface.co/datasets/Video-Reason/VBVR-Dataset) |
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| VBVR-Bench-Data | Official benchmark test set (500 samples across in-domain and out-of-domain splits) | [Dataset](https://huggingface.co/datasets/Video-Reason/VBVR-Bench-Data) |
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| VBVR-Bench-Leaderboard | Public leaderboard for standardized model comparison | [Space](https://huggingface.co/spaces/Video-Reason/VBVR-Bench-Leaderboard) |
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## Links
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- **Website**: https://video-reason.com
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journal = {arXiv preprint arXiv:2602.20159},
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year = {2026},
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url = {https://arxiv.org/abs/2602.20159}
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}
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```
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