3D Semantic Segmentation on S3DIS (B8/N4)
4,680hIoUXMask3D
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| XMask3D2024.11 | 4,680 | 63.1 | 3,720 | |
| OpenSceneImplementation Source=UniM-OV3D [16]2024.11 | 4,240 | 58.6 | 3,320 | |
| PLA2024.11 | 3,460 | 59 | 2,450 | |
| 3DGenZ2024.11 | 880 | 50.3 | 480 | |
| 3DTZSL2024.11 | 840 | 43.1 | 470 | |
| Fully-Sup.CN prior=true2022.11 | 67.5 | 61.4 | 75 | |
| Fully-Sup.C^N prior=Yes2023.08 | 67.5 | 61.4 | 75 | |
| PLA (w/ self-train)CN prior=true2022.11 | 36.1 | 59.7 | 26 | |
| PLACN prior=false2022.11 | 34.6 | 59 | 24.5 | |
| Lowis3DC^N prior=No2023.08 | 34.6 | 59 | 24.5 | |
| PLA (w/o Cap.)CN prior=false2022.11 | 13 | 58 | 7.4 | |
| PLA (w/o Cap.)C^N prior=No2023.08 | 13 | 58 | 7.4 | |
| LSeg-3D2024.11 | 10 | 49 | 10 | |
| 3DGenZCN prior=true2022.11 | 8.8 | 50.3 | 4.8 | |
| 3DGenZC^N prior=Yes2023.08 | 8.8 | 50.3 | 4.8 | |
| 3DTZSLCN prior=true2022.11 | 8.4 | 43.1 | 4.7 | |
| 3DTZSLC^N prior=Yes2023.08 | 8.4 | 43.1 | 4.7 | |
| LSeg-3DCN prior=false2022.11 | 0.1 | 49 | 0.1 | |
| OV-SparseConvNetC^N prior=No2023.08 | 0.1 | 49 | 0.1 |