3D Semantic Segmentation on S3DIS (B6/N6)
65.4hIoUFully-Sup.
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Fully-Sup.CN prior=true2022.11 | 65.4 | 59.9 | 72 | |
| Fully-Sup.C^N prior=Yes2023.08 | 65.4 | 59.9 | 72 | |
| PLA (w/ self-train)CN prior=true2022.11 | 46.7 | 58.9 | 38.7 | |
| XMask3D2024.11 | 44.9 | 52.8 | 39.1 | |
| OpenSceneImplementation Source=UniM-OV3D [16]2024.11 | 44.2 | 56.2 | 36.4 | |
| PLA2024.11 | 38.5 | 55.5 | 29.4 | |
| PLACN prior=false2022.11 | 38.5 | 55.5 | 29.4 | |
| Lowis3DC^N prior=No2023.08 | 38.5 | 55.5 | 29.4 | |
| PLA (w/o Cap.)CN prior=false2022.11 | 12.2 | 54.5 | 6.8 | |
| PLA (w/o Cap.)C^N prior=No2023.08 | 12.2 | 54.5 | 6.8 | |
| 3DGenZ2024.11 | 9.4 | 20.3 | 6.1 | |
| 3DGenZCN prior=true2022.11 | 9.4 | 20.3 | 6.1 | |
| 3DGenZC^N prior=Yes2023.08 | 9.4 | 20.3 | 6.1 | |
| 3DTZSL2024.11 | 3.5 | 28.2 | 1.9 | |
| 3DTZSLCN prior=true2022.11 | 3.5 | 28.2 | 1.9 | |
| 3DTZSLC^N prior=Yes2023.08 | 3.5 | 28.2 | 1.9 | |
| LSeg-3D2024.11 | 0 | 30.1 | 0 | |
| LSeg-3DCN prior=false2022.11 | 0 | 30.1 | 0 | |
| OV-SparseConvNetC^N prior=No2023.08 | 0 | 30.1 | 0 |