3D Language Grounding on Ref-LERF
52.3Ramen ScoreGaussDet
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GaussDetEvaluation Protocol=Zero-shot2026.06 | 52.3 | 58.7 | 39.2 | 33.3 | 45.9 | |
| ReferSplat2026.06 | 35.2 | 25.7 | 31.3 | 24.4 | 29.2 | |
| CaRF2025.11 | 33.5 | 28.7 | 29.7 | 24.7 | 29.2 | |
| ReferSplatPublisher=ICML’252025.11 | 28.3 | 24.3 | 27.2 | 20.1 | 25 | |
| GS-GroupingPublisher=ECCV’242025.11 | 27.9 | 8.6 | 14.8 | 6.3 | 14.4 | |
| GS-Grouping2026.06 | 27.9 | 8.6 | 14.8 | 6.3 | 14.4 | |
| GOIPublisher=MM’242025.11 | 27.1 | 16.5 | 22.9 | 15.7 | 20.6 | |
| GOI2026.06 | 27.1 | 16.5 | 22.9 | 15.7 | 20.5 | |
| Grounded SAMPublisher=arXiv’242025.11 | 14.1 | 16 | 16.9 | 16.2 | 15.8 | |
| Grounded SAM2026.06 | 14.1 | 16 | 16.9 | 16.2 | 15.8 | |
| LangSplatPublisher=CVPR’242025.11 | 12 | 17.9 | 7.6 | 17.9 | 13.9 | |
| LangSplat2026.06 | 12 | 17.9 | 7.6 | 17.9 | 13.9 | |
| SPIn-NeRFPublisher=ICCV’232025.11 | 7.3 | 9.7 | 11.7 | 10.3 | 9.8 | |
| SPIn-NeRF2026.06 | 7.3 | 9.7 | 11.7 | 10.3 | 9.8 |