Object Segmentation on Neu3D-Mask
91.2mIoU (Coffee)TRASE
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TRASEFoundation-model supervised=true2026.06 | 91.2 | 91.3 | 91 | 87.2 | 90.4 | 90.2 | — | — | — | — | — | — | |
| Multi4D2026.06 | 91.08 | 91.61 | 94.24 | 86.98 | 93.21 | 91.42 | 99.47 | 99.54 | 99.67 | 99.29 | 99.63 | 99.52 | |
| TRASE2026.06 | 90.94 | 90.48 | 89.62 | 85.72 | 89.84 | 89.32 | 99.46 | 99.46 | 99.35 | 99.2 | 99.43 | 99.38 | |
| Intrinsic-GSFoundation-model supervised=false, Intrinsic-only=true, training-free=true2026.06 | 90.2 | 71.3 | 80.8 | 68.7 | 62 | 74.6 | — | — | — | — | — | — | |
| SA4D2026.06 | 85.83 | 89.87 | 86.45 | 88.98 | 90.47 | 88.32 | 99.1 | 99.41 | 99.14 | 99.4 | 99.48 | 99.31 | |
| SA4DFoundation-model supervised=true2026.06 | 85.8 | 89.9 | 86.5 | 89 | 90.5 | 88.3 | — | — | — | — | — | — | |
| GGFoundation-model supervised=true2026.06 | 83 | 89.7 | 95.1 | 82.8 | 92.6 | 88.6 | — | — | — | — | — | — | |
| OpenGaussian2026.06 | 82.54 | 63.36 | 91.15 | 81.99 | 89.86 | 81.78 | 98.96 | 97.98 | 99.51 | 99.07 | 99.43 | 98.99 |