3D Semantic Segmentation on LERF (test)
62.1mIoULangSVR
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| LangSVR2026.02 | 62.1 | — | — | — | — | — | 84.4 | |
| LangSplatV2method_type=two-stage2026.02 | 59.9 | — | — | — | — | — | 84.1 | |
| VaF-LangSplatmethod_type=two-stage2026.02 | 56.5 | — | — | — | — | — | 74.2 | |
| GAGSmethod_type=two-stage2026.02 | 54.1 | — | — | — | — | — | 81.7 | |
| CF32026.02 | 54 | — | — | — | — | — | 83.7 | |
| LangSplatmethod_type=two-stage2026.02 | 51.4 | — | — | — | — | — | 84.3 | |
| SVRasterfeature_extraction=lifting fine-grained features to 3D primitives2026.02 | 46.1 | — | — | — | — | — | 61.1 | |
| 3DGSfeature_extraction=lifting fine-grained features to 3D primitives2026.02 | 43.5 | — | — | — | — | — | 71.9 | |
| GOImethod_type=two-stage2026.02 | 42 | — | — | — | — | — | 59.2 | |
| Feature-3DGS2026.02 | 38.3 | — | — | — | — | — | 70.1 | |
| LERF2026.02 | 37.4 | — | — | — | — | — | 73.6 | |
| GS-Grouping2026.02 | 36.6 | — | — | — | — | — | 49.1 | |
| LEGaussians2026.02 | 24.5 | — | — | — | — | — | 67.4 | |
| LangSplat2023.12 | — | 51.2 | 44.7 | 65.1 | 44.5 | 51.4 | — | |
| LERF2023.12 | — | 28.2 | 38.6 | 45 | 37.9 | 37.4 | — | |
| LSeg2023.12 | — | 7 | 7.6 | 21.7 | 29.9 | 16.6 | — |