Adversarial Transfer Attack on CNNs Target Models (test)
68.9Attack Success Rate (Avg)TGR-P
Evaluation Results
| Method | Links | |
|---|---|---|
| TGR-PSource Model=PiT-B, Strategy=PatchOut2023.03 | 68.9 | |
| TGR-PSource Model=Visformer-S, Strategy=PatchOut2023.03 | 64.3 | |
| PNA-PSource Model=Visformer-S, Strategy=PatchOut2023.03 | 61.8 | |
| TGR-PSource Model=CaiT-S/24, Strategy=PatchOut2023.03 | 60.5 | |
| PNA-PSource Model=PiT-B, Strategy=PatchOut2023.03 | 57.8 | |
| VMI-PSource Model=CaiT-S/24, Strategy=PatchOut2023.03 | 57.8 | |
| PNA-PSource Model=CaiT-S/24, Strategy=PatchOut2023.03 | 56.6 | |
| VMI-PSource Model=Visformer-S, Strategy=PatchOut2023.03 | 56.6 | |
| SGM-PSource Model=CaiT-S/24, Strategy=PatchOut2023.03 | 49.2 | |
| TGR-PSource Model=ViT-B/16, Strategy=PatchOut2023.03 | 46.7 | |
| VMI-PSource Model=PiT-B, Strategy=PatchOut2023.03 | 46.2 | |
| MIM-PSource Model=Visformer-S, Strategy=PatchOut2023.03 | 45.7 | |
| SGM-PSource Model=PiT-B, Strategy=PatchOut2023.03 | 45.6 | |
| SGM-PSource Model=Visformer-S, Strategy=PatchOut2023.03 | 44.3 | |
| MIM-PSource Model=CaiT-S/24, Strategy=PatchOut2023.03 | 44 | |
| VMI-PSource Model=ViT-B/16, Strategy=PatchOut2023.03 | 42.8 | |
| PNA-PSource Model=ViT-B/16, Strategy=PatchOut2023.03 | 42.6 | |
| MIM-PSource Model=PiT-B, Strategy=PatchOut2023.03 | 32.5 | |
| MIM-PSource Model=ViT-B/16, Strategy=PatchOut2023.03 | 31.3 | |
| SGM-PSource Model=ViT-B/16, Strategy=PatchOut2023.03 | 29.2 |