Adversarial Transfer Attack on Adversarially trained CNNs Target Models (test)
41.3Avg Attack Success RateTGR-P
Evaluation Results
| Method | Links | |
|---|---|---|
| TGR-PSource Model=PiT-B, Strategy=PatchOut2023.03 | 41.3 | |
| TGR-PSource Model=CaiT-S/24, Strategy=PatchOut2023.03 | 40.5 | |
| PNA-PSource Model=CaiT-S/24, Strategy=PatchOut2023.03 | 39.3 | |
| VMI-PSource Model=CaiT-S/24, Strategy=PatchOut2023.03 | 38.4 | |
| VMI-PSource Model=PiT-B, Strategy=PatchOut2023.03 | 35.8 | |
| TGR-PSource Model=Visformer-S, Strategy=PatchOut2023.03 | 33.5 | |
| TGR-PSource Model=ViT-B/16, Strategy=PatchOut2023.03 | 33.3 | |
| PNA-PSource Model=PiT-B, Strategy=PatchOut2023.03 | 32.7 | |
| VMI-PSource Model=Visformer-S, Strategy=PatchOut2023.03 | 32.6 | |
| PNA-PSource Model=Visformer-S, Strategy=PatchOut2023.03 | 32.3 | |
| VMI-PSource Model=ViT-B/16, Strategy=PatchOut2023.03 | 30.9 | |
| PNA-PSource Model=ViT-B/16, Strategy=PatchOut2023.03 | 29.9 | |
| MIM-PSource Model=CaiT-S/24, Strategy=PatchOut2023.03 | 29.3 | |
| SGM-PSource Model=CaiT-S/24, Strategy=PatchOut2023.03 | 29.3 | |
| MIM-PSource Model=Visformer-S, Strategy=PatchOut2023.03 | 23.4 | |
| MIM-PSource Model=ViT-B/16, Strategy=PatchOut2023.03 | 21.7 | |
| SGM-PSource Model=PiT-B, Strategy=PatchOut2023.03 | 21.3 | |
| SGM-PSource Model=ViT-B/16, Strategy=PatchOut2023.03 | 18.9 | |
| MIM-PSource Model=PiT-B, Strategy=PatchOut2023.03 | 17.5 | |
| SGM-PSource Model=Visformer-S, Strategy=PatchOut2023.03 | 15 |