Classification on ModelNet40-P
67.7Top-1 AccOccTIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OccTIPEncoder=PointBERT, Zero-shot protocol=True, Pre-trained on ShapeNetCore=True2025.02 | 67.7 | 82.7 | 87.3 | |
| OccTIPEncoder=DuoMamba, Zero-shot protocol=True, Pre-trained on ShapeNetCore=True2025.02 | 67.7 | 82.9 | 87.8 | |
| OccTIPEncoder=SparseConv, Zero-shot protocol=True, Pre-trained on ShapeNetCore=True2025.02 | 64.5 | 81 | 86.7 | |
| MixCon3D (retrained)Encoder=PointBERT, Zero-shot protocol=True, Pre-trained on ShapeNetCore=True2025.02 | 50.3 | 69.9 | 78.7 | |
| OpenShapeEncoder=PointBERT, Zero-shot protocol=True, Pre-trained on ShapeNetCore=True2025.02 | 46.3 | 64.2 | 71.9 | |
| TAMMEncoder=PointBERT, Zero-shot protocol=True, Pre-trained on ShapeNetCore=True2025.02 | 45.6 | 66.2 | 74.7 | |
| TAMMEncoder=SparseConv, Zero-shot protocol=True, Pre-trained on ShapeNetCore=True2025.02 | 45.5 | 64.8 | 73.1 | |
| MixCon3D (retrained)Encoder=SparseConv, Zero-shot protocol=True, Pre-trained on ShapeNetCore=True2025.02 | 43.1 | 59.3 | 67.5 | |
| OpenShapeEncoder=SparseConv, Zero-shot protocol=True, Pre-trained on ShapeNetCore=True2025.02 | 42.1 | 61.6 | 69.4 |