[TPAMI 2025] MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators

If you like our project, please give us a star ⭐ on GitHub for the latest update.

🐳 ChronoMagic Dataset

ChronoMagic with 2265 metamorphic time-lapse videos, each accompanied by a detailed caption. We released the subset of ChronoMagic used to train MagicTime. The dataset can be downloaded at HuggingFace Dataset, or you can download it with the following command. Some samples can be found on our Project Page.

huggingface-cli download --repo-type dataset \
--resume-download BestWishYsh/ChronoMagic \
--local-dir BestWishYsh/ChronoMagic \
--local-dir-use-symlinks False

💡 Description

• Repository: Code, Page, Data
• Paper: https://huggingface.co/papers/2404.05014
• Point of Contact: Shenghai Yuan
• License: CC-BY-4.0

✏️ Citation

If you find our paper and code useful in your research, please consider giving a star and citation.

@article{yuan2025magictime,
  title={Magictime: Time-lapse video generation models as metamorphic simulators},
  author={Yuan, Shenghai and Huang, Jinfa and Shi, Yujun and Xu, Yongqi and Zhu, Ruijie and Lin, Bin and Cheng, Xinhua and Yuan, Li and Luo, Jiebo},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2025},
  publisher={IEEE}
}