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Data for PAPER How Far is Video Generation from World Model: A Physical Law Perspective

Project page: https://phyworld.github.io/

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Data Type Train Data (30K/300K/3M) Eval Data Description
Uniform Motion 30K, 300K, 3M Eval Eval data includes both in-distribution and out-of-distribution data
Parabola 30K, 300K, 3M Eval Eval data includes both in-distribution and out-of-distribution data
Collision To upload - -
Combinatorial Data [In-template 6M](to upload) Out-of-template In-template-6M includes train data and in-template eval data. Out-template refers to eval data from reserved 10 templates.

Citation

@article{kang2024how,
  title={How Far is Video Generation from World Model? -- A Physical Law Perspective},
  author={Kang, Bingyi and Yue, Yang and Lu, Rui and Lin, Zhijie and Zhao, Yang, and Wang, Kaixin and Gao, Huang and Feng Jiashi},
  journal={arXiv preprint arXiv:2406.16860},
  year={2024}
}