3D Semantic Segmentation on ScanNet
77.7Semantics mIoUOctEncoder
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OctEncoder2026.04 | 77.7 | — | — | |
| TTT-KD2026.04 | 77.6 | — | — | |
| PT-V32026.04 | 77.5 | — | — | |
| OctFormer2026.04 | 75.7 | — | — | |
| PCM-Tinyadditional local feature extractor=DeLA blocks2024.03 | 75.5 | 91.8 | 84.2 | |
| PTv22024.03 | 75.4 | — | — | |
| PT-V22026.04 | 75.4 | — | — | |
| DeLA2024.03 | 74.7 | 91.6 | 82.8 | |
| O-CNN2026.04 | 74.5 | — | — | |
| Strat. Trans.2024.03 | 74.3 | — | — | |
| Mix3D2026.04 | 73.6 | — | — | |
| MinkowskiNetSupervision=Pointcloud2023.03 | 71.92 | — | — | |
| PointNeXt-XL2024.03 | 71.5 | — | — | |
| PTv12024.03 | 70.6 | — | — | |
| PT2026.04 | 70.6 | — | — | |
| NerfletsSupervision=Images2023.03 | 63.94 | — | — | |
| Multiview FusionSupervision=Images2023.03 | 55.23 | — | — | |
| 3DMVSupervision=Pointcloud2023.03 | 49.22 | — | — | |
| PointNet++Supervision=Pointcloud2023.03 | 44.54 | — | — |