3D Semantic Segmentation on 3D-OVS (test)
97.4bed ScoreGaga
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Gaga2024.04 | 97.4 | 94.4 | 92.5 | 91 | 97.1 | 94.5 | |
| OccamLGS2024.04 | 96.8 | 95.8 | 96.5 | 88.8 | 97 | 95 | |
| N2F22024.04 | 93.8 | 92.6 | 93.5 | 92.1 | 96.3 | 93.9 | |
| LangSplatV22024.04 | 93 | 94.9 | 96.1 | 92.3 | 96.6 | 94.6 | |
| LangSplat2023.12 | 92.5 | 94.2 | 94.1 | 90 | 96.1 | 93.4 | |
| LangSplat2024.04 | 92.5 | 94.2 | 94.1 | 90 | 96.1 | 93.4 | |
| 3D-OVS2023.12 | 89.5 | 89.3 | 92.8 | 74 | 88.2 | 86.8 | |
| 3D-OVS2024.04 | 89.5 | 89.3 | 92.8 | 74 | 88.2 | 86.8 | |
| GOI2024.04 | 89.4 | 92.8 | 91.3 | 85.6 | 94.1 | 90.6 | |
| LEGaussians2024.04 | 84.9 | 91.1 | 86 | 87.8 | 92.5 | 88.5 | |
| Feature-3DGS2024.04 | 83.5 | 90.7 | — | 86.9 | 93.4 | 88.6 | |
| Gaussian Grouping2024.04 | 83 | 91.5 | 85.9 | 87.3 | 90.6 | 87.7 | |
| OV-Seg2023.12 | 79.8 | 88.9 | 71.4 | 66.1 | 81.2 | 77.5 | |
| LERF2023.12 | 73.5 | 53.2 | 46.6 | 27 | 73.7 | 54.8 | |
| LERF2024.04 | 73.5 | 53.2 | 46.6 | 27 | 73.7 | 54.8 | |
| FFD2023.12 | 56.6 | 6.1 | 25.1 | 3.7 | 42.9 | 26.9 | |
| FFD2024.04 | 56.6 | 6.1 | 25.1 | 3.7 | 42.9 | 26.9 | |
| LSeg2023.12 | 56 | 6 | 19.2 | 4.5 | 17.5 | 20.6 | |
| ODISE2023.12 | 52.6 | 24.1 | 52.5 | 48.3 | 39.8 | 43.5 |