Point Cloud Classification on ModelNet40 Drop 200 attack
89.02AccuracyPointCutMix-K
Evaluation results
| Method | Links | |
|---|---|---|
| PointCutMix-KModel=PointNet++2021.01 | 89.02 | |
| PointCutMix-KModel=DGCNN2021.01 | 88.82 | |
| PointCutMix-RModel=DGCNN2021.01 | 87.36 | |
| PointCutMix-RModel=PointNet++2021.01 | 87.32 | |
| IF-DefenseModel=PointNet++2021.01 | 79.09 | |
| IF-DefenseModel=DGCNN2021.01 | 73.3 | |
| DUP-NetModel=PointNet++2021.01 | 72 | |
| SORModel=PointNet++2021.01 | 69.17 | |
| No DefenseModel=PointNet++2021.01 | 68.96 | |
| SORModel=DGCNN2021.01 | 59.36 | |
| No DefenseModel=DGCNN2021.01 | 55.06 | |
| SRSModel=PointNet++2021.01 | 39.63 | |
| DUP-NetModel=DGCNN2021.01 | 36.02 | |
| SRSModel=DGCNN2021.01 | 23.82 |