| Paper | Code | oAcc | mIoU | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Human Vision Based 3D Point Cloud Semantic Segmentation of Large-Scale Outdoor Scene | ✓ Link | 94.63 | 81.13 | EyeNet | 2023-01-30 |
| PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space | ✓ Link | 91.2 | 56.5 | PointNet++ | 2017-06-07 |
| RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds | ✓ Link | 88.4 | 74.3 | RandLA-Net | 2019-11-25 |
| CLOUDSPAM: Contrastive Learning On Unlabeled Data for Segmentation and Pre-Training Using Aggregated Point Clouds and MoCo | ✓ Link | 71.8 | CLOUDSPAM | 2024-10-26 | |
| CLOUDSPAM: Contrastive Learning On Unlabeled Data for Segmentation and Pre-Training Using Aggregated Point Clouds and MoCo | ✓ Link | 69.3 | DA-supervised | 2024-10-26 |