Metric: mIOU (higher is better)
| # | Model↕ | mIOU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CSN | 62.1 | No | Cross-Shape Attention for Part Segmentation of 3... | 2020-03-20 | Code |
| 2 | MID-Net | 60.8 | No | Unsupervised 3D Learning for Shape Analysis via ... | 2020-08-03 | Code |
| 3 | FG-Net | 58.2 | No | FG-Net: Fast Large-Scale LiDAR Point Clouds Unde... | 2020-12-17 | Code |
| 4 | closerlook3D | 53.8 | No | A Closer Look at Local Aggregation Operators in ... | 2020-07-02 | Code |
| 5 | DeepGCN | 45.1 | No | DeepGCNs: Making GCNs Go as Deep as CNNs | 2019-10-15 | Code |
| 6 | PartNet | 43.2 | No | PartNet: A Large-scale Benchmark for Fine-graine... | 2018-12-06 | Code |