Open-Vocabulary 3D Semantic Segmentation on ScanNet 14 (val)
81.3f-mAccMPEC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MPECNetwork=SPUNet32 [22]2025.04 | 81.3 | 66 | |
| MPECNetwork=SPUNet16 [22]2025.04 | 79.5 | 64.6 | |
| RegionPLCNetwork=SPUNet32 [22]2025.04 | 77.5 | 59.6 | |
| OV3DNetwork=SPUNet16 [22]2025.04 | 76.3 | 64 | |
| RegionPLCNetwork=SPUNet16 [22]2025.04 | 75.6 | 56.9 | |
| OpenScene-3DNetwork=SPUNet32 [22]2025.04 | 70.3 | 57.8 | |
| OpenScene-3DNetwork=SPUNet16 [22]2025.04 | 69.9 | 57.2 | |
| OpenScene-2DNetwork=LSeg [41]2025.04 | 68.5 | 58 | |
| Uni3DNetwork=ViT [18]2025.04 | 45.8 | — | |
| PLANetwork=SPUNet32 [22]2025.04 | 41.5 | 19.1 | |
| MaskCLIPNetwork=CLIP [59]2025.04 | 40.9 | 23.1 | |
| CLIP2Network=CLIP [59]2025.04 | 38.5 | — | |
| PLANetwork=SPUNet16 [22]2025.04 | 33.5 | 17.7 |