3D Object Localization on LERF
75.6Ramen Success RateVALA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VALA2026.05 | 75.6 | 82.1 | 91.5 | 86.4 | 83.9 | |
| NRGS2026.04 | 74.7 | 87.5 | 93.2 | 90.9 | 86.6 | |
| LangSplatV22026.05 | 74.7 | 82.1 | 93.2 | 86.4 | 84.1 | |
| Occam’s LGS2026.05 | 74.7 | 80.4 | 93.2 | 81.8 | 82.5 | |
| SCOUP2026.05 | 74.7 | 85.7 | 91.5 | 95.5 | 86.9 | |
| OccamLGS2026.04 | 73.2 | 82.1 | 91.5 | 77.3 | 81 | |
| LangSplat2026.05 | 73.2 | 80.4 | 88.1 | 95.5 | 84.3 | |
| LangSplat2026.04 | 71.8 | 75 | 76.3 | 68.2 | 72.8 | |
| LangSplatV22026.04 | 71.8 | 82.1 | 88.1 | 72.7 | 78.7 | |
| LEGaussian2026.05 | 69 | 57.1 | 79.7 | 63.6 | 67.4 | |
| GAGS2026.05 | 69 | 78.6 | 88.1 | 90.9 | 81.7 | |
| GAGS2026.04 | 63.4 | 75 | 86.4 | 77.3 | 75.5 | |
| GOI2026.05 | 56.3 | 44.6 | 67.8 | 68.2 | 59.2 | |
| GS-Grouping2026.05 | 32.4 | 44.6 | 69.5 | 50 | 49.1 |