Metric: mean Corruption Error (mCE) (lower is better)
| # | Model↕ | mean Corruption Error (mCE)▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GDANet | 0.923 | No | Learning Geometry-Disentangled Representation fo... | 2020-12-20 | Code |
| 2 | PointMAE | 0.927 | No | Masked Autoencoders for Point Cloud Self-supervi... | 2022-03-13 | Code |
| 3 | PAConv | 0.927 | No | PAConv: Position Adaptive Convolution with Dynam... | 2021-03-26 | Code |
| 4 | PointMLP | 0.977 | No | Rethinking Network Design and Local Geometry in ... | 2022-02-15 | Code |
| 5 | OcCo-DGCNN | 0.977 | No | Unsupervised Point Cloud Pre-Training via Occlus... | 2020-10-02 | Code |
| 6 | DGCNN | 1 | No | Dynamic Graph CNN for Learning on Point Clouds | 2018-01-24 | Code |
| 7 | PointTransformers | 1.049 | No | Point Transformer | 2020-12-16 | Code |
| 8 | PointNet++ | 1.112 | No | PointNet++: Deep Hierarchical Feature Learning o... | 2017-06-07 | Code |
| 9 | OcCo-PointNet | 1.13 | No | Unsupervised Point Cloud Pre-Training via Occlus... | 2020-10-02 | Code |
| 10 | OcCo-PCN | 1.173 | No | Unsupervised Point Cloud Pre-Training via Occlus... | 2020-10-02 | Code |
| 11 | PointNet | 1.178 | No | PointNet: Deep Learning on Point Sets for 3D Cla... | 2016-12-02 | Code |