3D Point Cloud Segmentation on S3DIS Area 5 (val)
49.3mIoUPointGS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PointGSLearning Setting=Unsupervised2026.05 | 49.3 | 76.6 | 66.1 | |
| LogoSPLearning Setting=Unsupervised2026.05 | 46.5 | 82.8 | 55.9 | |
| GrowSPLearning Setting=Unsupervised2026.05 | 44.6 | 78.5 | 59.4 | |
| U3DS³Learning Setting=Unsupervised2026.05 | 42.8 | 75.5 | 55.8 | |
| PointDCLearning Setting=Unsupervised2026.05 | 22.6 | 54.1 | — | |
| WYPRLearning Setting=Unsupervised2026.05 | 22.3 | — | — | |
| PiCIELearning Setting=Unsupervised2026.05 | 17.8 | 46.4 | 28.1 | |
| PC-HCLearning Setting=Unsupervised2026.05 | 9.3 | 26.9 | — |