Point Cloud Classification on ModelNet40 Drop 100 attack
91.17AccuracyPointCutMix-K
Evaluation results
| Method | Links | |
|---|---|---|
| PointCutMix-KModel=PointNet++2021.01 | 91.17 | |
| PointCutMix-KModel=DGCNN2021.01 | 91.05 | |
| PointCutMix-RModel=DGCNN2021.01 | 89.59 | |
| PointCutMix-RModel=PointNet++2021.01 | 89.51 | |
| IF-DefenseModel=PointNet++2021.01 | 84.56 | |
| IF-DefenseModel=DGCNN2021.01 | 83.43 | |
| No DefenseModel=PointNet++2021.01 | 80.19 | |
| DUP-NetModel=PointNet++2021.01 | 76.38 | |
| No DefenseModel=DGCNN2021.01 | 75.16 | |
| SORModel=PointNet++2021.01 | 74.16 | |
| SORModel=DGCNN2021.01 | 64.68 | |
| SRSModel=PointNet++2021.01 | 64.51 | |
| SRSModel=DGCNN2021.01 | 49.23 | |
| DUP-NetModel=DGCNN2021.01 | 44.45 |