Instance Segmentation on ScanNet 11
51.9mIoUPairGS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PairGSBackbone=3DGS, Initialization=contribution-weighted, Mask Levels=single (whole-level)2026.07 | 51.9 | 56.1 | |
| InstanceGaussianBackbone=Scaffold-GS, Mask Levels=single (whole-level)2026.07 | 49.9 | 53.9 | |
| PairGS-FastBackbone=3DGS, Initialization=center-based, Mask Levels=single (whole-level)2026.07 | 48.9 | 49.4 | |
| THGSBackbone=2DGS, Mask Levels=3 levels2026.07 | 47.6 | 47 | |
| OpenGaussianBackbone=3DGS, Mask Levels=single (whole-level)2026.07 | 33.7 | 18.5 | |
| LaGaBackbone=3DGS, Mask Levels=3 levels2026.07 | 25.2 | 6 | |
| ObjectGSBackbone=3DGS, Mask Levels=single (whole-level)2026.07 | 22.7 | 9.8 | |
| Gaussian GroupingBackbone=3DGS, Mask Levels=single (whole-level)2026.07 | 19.4 | 4.8 |