Few-Shot Classification on ScanObjectNN
52.51-shot AccuracyDuoMamba
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DuoMambaEncoder=DuoMamba, Evaluation Protocol=linear probing2025.02 | 52.5 | 63 | 70.2 | 76 | 79.4 | |
| OccTIPEncoder=PointBERT [55], Evaluation Protocol=linear probing2025.02 | 50.8 | 60.8 | 68.6 | 73.7 | 76.8 | |
| OccTIPEncoder=SparseConv [4], Evaluation Protocol=linear probing2025.02 | 48.5 | 58.2 | 67.3 | 72.3 | 76.7 | |
| TAMMEncoder=PointBERT [55], Evaluation Protocol=linear probing2025.02 | 46.3 | 56.7 | 66.6 | 73.4 | 77.6 | |
| TAMMEncoder=SparseConv [4], Evaluation Protocol=linear probing2025.02 | 43.6 | 52.8 | 59.5 | 70.9 | 73.4 | |
| MixCon3DEncoder=SparseConv [4], Evaluation Protocol=linear probing2025.02 | 42.4 | 51.1 | 59.9 | 65.4 | 71.5 | |
| OpenShapeEncoder=SparseConv [4], Evaluation Protocol=linear probing2025.02 | 41.7 | 49.1 | 58.1 | 63.4 | 70 | |
| MixCon3DEncoder=PointBERT [55], Evaluation Protocol=linear probing2025.02 | 39 | 53.9 | 61.2 | 68 | 71.5 | |
| OpenShapeEncoder=PointBERT [55], Evaluation Protocol=linear probing2025.02 | 38.4 | 50.9 | 61.3 | 67.7 | 71.5 |