3D Semantic Segmentation on LERF
57.6mIoU (Ramen)SCOUP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SCOUP2026.05 | 57.6 | 75.3 | 64.4 | 60.4 | 64.4 | |
| LangSplatV22026.05 | 51.8 | 72.2 | 59.1 | 56.4 | 59.9 | |
| VALA2026.05 | 51.5 | 70.2 | 65.1 | 59.9 | 61.7 | |
| LangSplat2026.05 | 51.2 | 65.1 | 44.5 | 44.7 | 51.4 | |
| Occam’s LGS2026.05 | 51 | 70.2 | 65.3 | 58.6 | 61.3 | |
| GAGS2026.05 | 46.8 | 60.3 | 55.8 | 53.6 | 54.1 | |
| GOI2026.05 | 33.7 | 55.8 | 54.5 | 23.9 | 42 | |
| GS-Grouping2026.05 | 26.4 | 54 | 31.3 | 34.6 | 36.6 | |
| LEGaussian2026.05 | 20.2 | 32.3 | 22.3 | 23.4 | 24.6 |