chenzhaiyu/abcplane

This is a dataset card for the ABC-plane dataset used in PaCo and UniCo for structured shape completion.

The dataset is provided in preprocessed form for training and evaluation with the released code.

Citations

If you use this dataset in scientific work, please consider citing the papers:

@article{chen2026unico,
  title={Unified Primitive Proxies for Structured Shape Completion},
  author={Zhaiyu Chen and Yuqing Wang and Xiao Xiang Zhu},
  journal={arXiv preprint arXiv:2601.00759},
  year={2026}
}

@InProceedings{chen2025paco,
  title = {Parametric Point Cloud Completion for Polygonal Surface Reconstruction}, 
  author = {Zhaiyu Chen and Yuqing Wang and Liangliang Nan and Xiao Xiang Zhu},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = {June},
  year = {2025},
}

@InProceedings{Koch_2019_CVPR,
  author = {Koch, Sebastian and Matveev, Albert and Jiang, Zhongshi and Williams, Francis and Artemov, Alexey and Burnaev, Evgeny and Alexa, Marc and Zorin, Denis and Panozzo, Daniele},
  title = {ABC: A Big CAD Model Dataset For Geometric Deep Learning},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = {June},
  year = {2019}
}