---
license: mit
task_categories:
- question-answering
size_categories:
- 1K<n<10K
---

# 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](https://physical-reasoning-project.github.io/) | [Paper (Arxiv)](https://arxiv.org/abs/2402.06119) | [Codebase](https://github.com/zzcnewly/ContPhy-Gen) | [Cite ContPhy](#citation)


<table>
<tr>
    <td>
        <image src="./Teasers/fluid.gif" title="Fluid Teaser"></image>
    </td>
    <td>
        <image src="./Teasers/rope.gif" title="Rope Teaser"></image>
    </td>
</tr>
<tr>
    <td>
        <image src="./Teasers/cloth.gif" title="Cloth Teaser"></image>
    </td>
    <td>
        <image src="./Teasers/ball.gif" title="Ball Teaser"></image>
    </td>
    
</tr>
<tr>
    <td>
        <image src="./Teasers/fire.gif" title="Fire Teaser"></image>
    </td>
    <td>
        <image src="./Teasers/sensors.gif" title="Sensor Teaser"></image>
    </td>
</tr>
</table>

## Citation
Welcome to cite `ContPhy` if you find the paper, dataset, and implementations useful in your research :)
```bibtex
@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}
}
```