zzcnewly/ContPhy_Dataset

ContPhy Dataset Repository

ContPhy: Continuum Physical Concept Learning and Reasoning from Videos

Zhicheng Zheng*, Xin Yan*, Zhenfang Chen*, Jingzhou Wang, Qin Zhi Eddie Lim, Joshua B. Tenenbaum, and Chuang Gan (* denotes equal contributions)

ICML 2024
Links | Project Page | Paper (Arxiv) | Codebase | Cite ContPhy

Structure

Mini Dataset

1. contphy_mini.zip: 20 videos each scenario with annotations

Full Dataset

1. fluid_full.zip: 500 videos + 1500 questions
2. rope_full.zip: 500 videos + 2000 questions
3. cloth_full.zip: 500 videos + 1500 questions
4. ball_full.zip: 500 videos + 1500 questions

Citation

Welcome to cite ContPhy if you find the paper, dataset, and implementations useful in your research :)

@inproceedings{zheng2024contphy,
  title={ContPhy: Continuum Physical Concept Learning and Reasoning from Videos},
  author={Zheng, Zhicheng and Yan, Xin and Chen, Zhenfang and Wang, Jingzhou and Lim, Qin Zhi Eddie and Tenenbaum, Joshua B and Gan, Chuang},
  booktitle={International Conference on Machine Learning},
  year={2024},
  organization={PMLR}
}