3D Semantic Segmentation on ScanNet B12 N7
6,850hIoUOV3D
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OV3D2024.11 | 6,850 | 74.1 | 6,370 | |
| XMask3D2024.11 | 6,170 | 70.2 | 5,510 | |
| OpenScene2024.11 | 5,680 | 61.5 | 5,170 | |
| PLA2024.11 | 5,530 | 69.5 | 4,590 | |
| 3DGenZ2024.11 | 1,980 | 35.5 | 1,330 | |
| 3DTZSL2024.11 | 380 | 36.6 | 200 | |
| LSeg-3D2024.11 | 90 | 55.7 | 10 | |
| Fully-Sup.CN prior=true2022.11 | 70.6 | 70 | 71.8 | |
| Fully-Sup.C^N prior=Yes2023.08 | 70.6 | 70 | 71.8 | |
| PLA (w/ self-train)CN prior=true2022.11 | 61.1 | 70.4 | 54 | |
| PLACN prior=false2022.11 | 55.3 | 69.5 | 45.9 | |
| Lowis3DC^N prior=No2023.08 | 55.3 | 69.5 | 45.9 | |
| PLA (w/o Cap.)CN prior=false2022.11 | 24.5 | 70 | 14.8 | |
| PLA (w/o Cap.)C^N prior=No2023.08 | 24.5 | 70 | 14.8 | |
| 3DGenZCN prior=true2022.11 | 19.8 | 35.5 | 13.3 | |
| 3DGenZC^N prior=Yes2023.08 | 19.8 | 35.5 | 13.3 | |
| 3DTZSLCN prior=true2022.11 | 3.8 | 36.6 | 2 | |
| 3DTZSLC^N prior=Yes2023.08 | 3.8 | 36.6 | 2 | |
| LSeg-3DCN prior=false2022.11 | 0.9 | 55.7 | 0.1 | |
| OV-SparseConvNetC^N prior=No2023.08 | 0.9 | 55.7 | 0.1 |