Metric: Classification Accuracy (higher is better)
| # | Model↕ | Classification Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Ours | 93.6 | No | Exploiting Inductive Bias in Transformer for Poi... | 2023-04-27 | Code |
| 2 | G3DNet-18 MLP, Fine-Tuned, Vote | 91.7 | Yes | - | - | Code |
| 3 | CrossMoCo | 91.49 | No | - | - | Code |
| 4 | O-CNN(6) | 89.9 | No | O-CNN: Octree-based Convolutional Neural Network... | 2017-12-05 | Code |
| 5 | 3D-PointCapsNet | 89.3 | No | 3D Point Capsule Networks | 2018-12-27 | Code |
| 6 | Spherical Kernel | 89.3 | No | Spherical Kernel for Efficient Graph Convolution... | 2019-09-20 | Code |
| 7 | ECC (12 votes) | 83.2 | No | Dynamic Edge-Conditioned Filters in Convolutiona... | 2017-04-10 | Code |