| --- |
| 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) |
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| ## Structure |
|
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| ### Mini Dataset |
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| 1. [contphy_mini.zip](https://huggingface.co/datasets/zzcnewly/ContPhy_Dataset/blob/main/contphy_mini.zip): 20 videos each scenario with annotations |
|
|
| ### Full Dataset |
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|
| 1. [fluid_full.zip](https://huggingface.co/datasets/zzcnewly/ContPhy_Dataset/blob/main/fluid_full.zip): 500 videos + 1500 questions |
| 2. [rope_full.zip](https://huggingface.co/datasets/zzcnewly/ContPhy_Dataset/blob/main/rope_full.zip): 500 videos + 2000 questions |
| 3. [cloth_full.zip](https://huggingface.co/datasets/zzcnewly/ContPhy_Dataset/blob/main/cloth_full.zip): 500 videos + 1500 questions |
| 4. [ball_full.zip](https://huggingface.co/datasets/zzcnewly/ContPhy_Dataset/blob/main/ball_full.zip): 500 videos + 1500 questions |
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|
| ## 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} |
| } |
| ``` |
