Point Cloud Classification on ModelNet40 42 (test)
99.54Attack Success RatePointNet
Evaluation results
| Method | Links | |
|---|---|---|
| PointNetAttack Algorithm=Axis-wise rotation attack (Ours)2022.03 | 99.54 | |
| PointNetAttack Algorithm=CTRI2022.03 | 99.44 | |
| PointNet++Attack Algorithm=Axis-wise rotation attack (Ours)2022.03 | 98.96 | |
| DGCNNAttack Algorithm=Axis-wise rotation attack (Ours)2022.03 | 98.51 | |
| DGCNNAttack Algorithm=CTRI2022.03 | 97.99 | |
| PointNet++Attack Algorithm=CTRI2022.03 | 97.93 | |
| PointNetAttack Algorithm=TSI2022.03 | 96.92 | |
| PointNet++Attack Algorithm=TSI2022.03 | 91.31 | |
| DGCNNAttack Algorithm=TSI2022.03 | 89.81 | |
| ART-PointNetAttack Algorithm=Axis-wise rotation attack (Ours)2022.03 | 12.78 | |
| ART-PointNetAttack Algorithm=CTRI2022.03 | 11.13 | |
| ART-PointNetAttack Algorithm=TSI2022.03 | 9.71 | |
| ART-PointNet++Attack Algorithm=Axis-wise rotation attack (Ours)2022.03 | 7.92 | |
| ART-DGCNNAttack Algorithm=Axis-wise rotation attack (Ours)2022.03 | 6.62 | |
| ART-PointNet++Attack Algorithm=CTRI2022.03 | 6.6 | |
| ART-DGCNNAttack Algorithm=CTRI2022.03 | 5.33 | |
| ART-PointNet++Attack Algorithm=TSI2022.03 | 4.31 | |
| ART-DGCNNAttack Algorithm=TSI2022.03 | 3.14 |