Image Classification on ImageSquawk
62.6AccuracyDDiF
Evaluation Results
| Method | Links | |
|---|---|---|
| DDiFTest Net=ResNet182025.09 | 62.6 | |
| GSDDTest Net=ResNet182025.09 | 62.6 | |
| DDiFTest Net=AlexNet2025.09 | 60.5 | |
| GSDDTest Net=AlexNet2025.09 | 60.1 | |
| MTTAttack=Clean, IPC=502026.05 | 59.2 | |
| C2RAttack=Clean, IPC=502026.05 | 58.9 | |
| GSDDTest Net=VGG112025.09 | 55.9 | |
| MTTAttack=Clean, IPC=102026.05 | 55.6 | |
| DDiFTest Net=ViT2025.09 | 54.8 | |
| C2RAttack=Clean, IPC=102026.05 | 54.2 | |
| GSDDTest Net=ViT2025.09 | 53.5 | |
| FreDTest Net=ResNet182025.09 | 50.2 | |
| IDCTest Net=ResNet182025.09 | 47.8 | |
| FreDTest Net=ViT2025.09 | 44.4 | |
| MTTAttack=Clean, IPC=12026.05 | 39 | |
| DDiFTest Net=VGG112025.09 | 37.9 | |
| FreDTest Net=AlexNet2025.09 | 36.3 | |
| C2RAttack=Clean, IPC=12026.05 | 35 | |
| IDCTest Net=ViT2025.09 | 32.2 | |
| IDCTest Net=AlexNet2025.09 | 20.7 | |
| IDCTest Net=VGG112025.09 | 19.1 | |
| C2RAttack=FGSM, IPC=102026.05 | 18.9 | |
| FreDTest Net=VGG112025.09 | 18.6 | |
| C2RAttack=Jitter, IPC=102026.05 | 17.7 | |
| C2RAttack=Jitter, IPC=502026.05 | 17.2 | |
| C2RAttack=FGSM, IPC=502026.05 | 16.8 | |
| MTTAttack=FGSM, IPC=102026.05 | 16.2 | |
| C2RAttack=PGD, IPC=102026.05 | 15.2 | |
| C2RAttack=PGD, IPC=502026.05 | 14.8 | |
| C2RAttack=CW, IPC=102026.05 | 14.8 | |
| C2RAttack=VMI, IPC=102026.05 | 14.8 | |
| C2RAttack=PGD, IPC=12026.05 | 14.2 | |
| C2RAttack=CW, IPC=502026.05 | 14.2 | |
| MTTAttack=Jitter, IPC=102026.05 | 14 | |
| MTTAttack=FGSM, IPC=502026.05 | 13.6 | |
| MTTAttack=Jitter, IPC=502026.05 | 13.6 | |
| C2RAttack=FGSM, IPC=12026.05 | 13.6 | |
| C2RAttack=VMI, IPC=502026.05 | 13.2 | |
| C2RAttack=Jitter, IPC=12026.05 | 13.1 | |
| MTTAttack=PGD, IPC=102026.05 | 12.4 | |
| MTTAttack=VMI, IPC=102026.05 | 12.4 | |
| C2RAttack=VMI, IPC=12026.05 | 12.4 | |
| C2RAttack=CW, IPC=12026.05 | 12.1 | |
| MTTAttack=CW, IPC=102026.05 | 12 | |
| MTTAttack=FGSM, IPC=12026.05 | 11.8 | |
| MTTAttack=VMI, IPC=502026.05 | 11.6 | |
| MTTAttack=PGD, IPC=502026.05 | 11 | |
| MTTAttack=Jitter, IPC=12026.05 | 11 | |
| MTTAttack=VMI, IPC=12026.05 | 10.8 | |
| MTTAttack=PGD, IPC=12026.05 | 10.6 | |
| MTTAttack=CW, IPC=502026.05 | 10.6 | |
| MTTAttack=CW, IPC=12026.05 | 10.2 |