3D Referring Segmentation on Multi3DRefer (val)
53.4mIoUPAR3D
Evaluation results
| Method | Links | |
|---|---|---|
| PAR3Dcategory=Generalist 3D-MLLMs2026.06 | 53.4 | |
| MoE3DModality=PC, Model Category=3D LMM2025.11 | 48.8 | |
| 3D-LLaVAModality=PC, Model Type=3D LMM2025.01 | 42.7 | |
| 3D-LLaVAModality=PC, Model Category=3D LMM2025.11 | 42.7 | |
| 3D-LLaVAcategory=Generalist 3D-MLLMs2026.06 | 42.7 | |
| SegPointModality=PC, Model Type=Finetuned 3D LMM2025.01 | 36.1 | |
| SegPointModality=PC, Model Category=Finetuned 3D LMM2025.11 | 36.1 | |
| SegPointcategory=Finetuned 3D-MLLMs2026.06 | 36.1 | |
| M3DRef-CLIPModality=PC, Model Type=Specialist Model2025.01 | 32.6 | |
| M3DRef-CLIPModality=PC, Model Category=Specialist Model2025.11 | 32.6 | |
| M3DRef-CLIPcategory=Specialist Models2026.06 | 32.6 |