3D Part Segmentation on ShapeNetPart full labels
86.3mIoU (Instance)MaskFeat3D
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MaskFeat3DBackbone=PointViT, Evaluation Protocol=fine-tuning2025.12 | 86.3 | 84.9 | |
| MaskSurfelBackbone=PointViT, Evaluation Protocol=fine-tuning2025.12 | 86.1 | 84.4 | |
| PointMAEBackbone=PointViT, Evaluation Protocol=fine-tuning2025.12 | 86.1 | — | |
| MaskDiscrBackbone=PointViT, Evaluation Protocol=fine-tuning2025.12 | 86 | 84.4 | |
| PointBERTBackbone=PointViT, Evaluation Protocol=fine-tuning2025.12 | 85.6 | 84.1 | |
| PointViTBackbone=PointViT, Evaluation Protocol=from scratch2025.12 | 85.1 | 83.4 |