Image Classification on ImageFruit
44.6AccuracyMTT
Evaluation Results
| Method | Links | |
|---|---|---|
| MTTAttack=Clean, IPC=502026.05 | 44.6 | |
| C2RAttack=Clean, IPC=502026.05 | 44.2 | |
| GSDDTest Net=ResNet182025.09 | 42.6 | |
| MTTAttack=Clean, IPC=102026.05 | 42.2 | |
| DDiFTest Net=ResNet182025.09 | 42 | |
| GSDDTest Net=AlexNet2025.09 | 41.9 | |
| DDiFTest Net=AlexNet2025.09 | 41.8 | |
| GSDDTest Net=ViT2025.09 | 41 | |
| C2RAttack=Clean, IPC=102026.05 | 39.6 | |
| DDiFTest Net=ViT2025.09 | 39.4 | |
| GSDDTest Net=VGG112025.09 | 34.1 | |
| FreDTest Net=ResNet182025.09 | 34 | |
| DDiFTest Net=VGG112025.09 | 33.8 | |
| IDCTest Net=ResNet182025.09 | 32.9 | |
| FreDTest Net=ViT2025.09 | 31.9 | |
| IDCTest Net=ViT2025.09 | 31.1 | |
| MTTAttack=Clean, IPC=12026.05 | 25 | |
| TMTest Net=ViT2025.09 | 23.3 | |
| TMTest Net=ResNet182025.09 | 23.1 | |
| C2RAttack=Clean, IPC=12026.05 | 22.8 | |
| IDCTest Net=AlexNet2025.09 | 17.9 | |
| FreDTest Net=AlexNet2025.09 | 15.8 | |
| C2RAttack=FGSM, IPC=102026.05 | 14.4 | |
| C2RAttack=FGSM, IPC=502026.05 | 14 | |
| IDCTest Net=VGG112025.09 | 13.8 | |
| C2RAttack=PGD, IPC=102026.05 | 13.8 | |
| C2RAttack=Jitter, IPC=102026.05 | 13.2 | |
| FreDTest Net=VGG112025.09 | 12.6 | |
| C2RAttack=CW, IPC=102026.05 | 11.9 | |
| TMTest Net=VGG112025.09 | 11.8 | |
| MTTAttack=FGSM, IPC=102026.05 | 11.2 | |
| C2RAttack=CW, IPC=502026.05 | 11.2 | |
| C2RAttack=Jitter, IPC=502026.05 | 11.2 | |
| C2RAttack=PGD, IPC=502026.05 | 10.5 | |
| C2RAttack=VMI, IPC=102026.05 | 10.2 | |
| TMTest Net=AlexNet2025.09 | 10 | |
| MTTAttack=Jitter, IPC=102026.05 | 10 | |
| C2RAttack=VMI, IPC=502026.05 | 9.9 | |
| MTTAttack=FGSM, IPC=502026.05 | 9.8 | |
| MTTAttack=PGD, IPC=102026.05 | 9.2 | |
| MTTAttack=CW, IPC=102026.05 | 9 | |
| MTTAttack=VMI, IPC=102026.05 | 9 | |
| MTTAttack=Jitter, IPC=502026.05 | 9 | |
| C2RAttack=VMI, IPC=12026.05 | 8.2 | |
| C2RAttack=Jitter, IPC=12026.05 | 7.9 | |
| C2RAttack=FGSM, IPC=12026.05 | 7.8 | |
| MTTAttack=CW, IPC=502026.05 | 7.6 | |
| C2RAttack=PGD, IPC=12026.05 | 7.4 | |
| MTTAttack=PGD, IPC=502026.05 | 7.2 | |
| MTTAttack=VMI, IPC=502026.05 | 7.2 | |
| MTTAttack=FGSM, IPC=12026.05 | 6.8 | |
| C2RAttack=CW, IPC=12026.05 | 6.8 | |
| MTTAttack=PGD, IPC=12026.05 | 6 | |
| MTTAttack=VMI, IPC=12026.05 | 6 | |
| MTTAttack=Jitter, IPC=12026.05 | 6 | |
| MTTAttack=CW, IPC=12026.05 | 5.4 |