Image Classification on ImageMeow
65.9AccuracyEDF
Evaluation Results
| Method | Links | |
|---|---|---|
| EDFIPC=3002024.10 | 65.9 | |
| Fullmode=Full dataset training2024.10 | 65.2 | |
| DATMIPC=3002024.10 | 64.1 | |
| EDFIPC=2002024.10 | 62.5 | |
| DATMIPC=2002024.10 | 60.7 | |
| RandomIPC=3002024.10 | 55.3 | |
| RandomIPC=2002024.10 | 52.8 | |
| C2RAttack=Clean, IPC=502026.05 | 44.6 | |
| MTTAttack=Clean, IPC=102026.05 | 44.4 | |
| MTTAttack=Clean, IPC=502026.05 | 44.2 | |
| C2RAttack=Clean, IPC=102026.05 | 44.2 | |
| GSDDTest Net=ResNet182025.09 | 40.9 | |
| DDiFTest Net=AlexNet2025.09 | 40.3 | |
| GSDDTest Net=AlexNet2025.09 | 38.1 | |
| DDiFTest Net=ResNet182025.09 | 35.8 | |
| DDiFTest Net=VGG112025.09 | 32 | |
| GSDDTest Net=VGG112025.09 | 31.3 | |
| MTTAttack=Clean, IPC=12026.05 | 31 | |
| FreDTest Net=ResNet182025.09 | 29 | |
| IDCTest Net=ResNet182025.09 | 28.2 | |
| C2RAttack=Clean, IPC=12026.05 | 27.5 | |
| DDiFTest Net=ViT2025.09 | 27 | |
| GSDDTest Net=ViT2025.09 | 25.8 | |
| TMTest Net=ResNet182025.09 | 22.8 | |
| IDCTest Net=ViT2025.09 | 21.4 | |
| FreDTest Net=ViT2025.09 | 19.7 | |
| TMTest Net=ViT2025.09 | 18.6 | |
| IDCTest Net=AlexNet2025.09 | 16.8 | |
| FreDTest Net=AlexNet2025.09 | 14.4 | |
| TMTest Net=VGG112025.09 | 13.8 | |
| FreDTest Net=VGG112025.09 | 13.2 | |
| IDCTest Net=VGG112025.09 | 13.1 | |
| C2RAttack=FGSM, IPC=102026.05 | 10.6 | |
| C2RAttack=PGD, IPC=102026.05 | 10 | |
| TMTest Net=AlexNet2025.09 | 9.8 | |
| C2RAttack=Jitter, IPC=102026.05 | 9.1 | |
| C2RAttack=CW, IPC=102026.05 | 8.6 | |
| MTTAttack=FGSM, IPC=102026.05 | 8 | |
| C2RAttack=FGSM, IPC=12026.05 | 7.5 | |
| C2RAttack=FGSM, IPC=502026.05 | 7.1 | |
| C2RAttack=VMI, IPC=102026.05 | 7.1 | |
| C2RAttack=Jitter, IPC=502026.05 | 7.1 | |
| C2RAttack=Jitter, IPC=12026.05 | 7 | |
| MTTAttack=Jitter, IPC=102026.05 | 6.4 | |
| C2RAttack=PGD, IPC=12026.05 | 6.2 | |
| C2RAttack=VMI, IPC=12026.05 | 6.2 | |
| C2RAttack=CW, IPC=12026.05 | 5.9 | |
| C2RAttack=CW, IPC=502026.05 | 5.9 | |
| C2RAttack=PGD, IPC=502026.05 | 5.7 | |
| MTTAttack=PGD, IPC=102026.05 | 5.6 | |
| MTTAttack=VMI, IPC=102026.05 | 5.6 | |
| MTTAttack=FGSM, IPC=12026.05 | 5.4 | |
| MTTAttack=CW, IPC=102026.05 | 5.2 | |
| MTTAttack=PGD, IPC=12026.05 | 5 | |
| MTTAttack=VMI, IPC=12026.05 | 5 | |
| MTTAttack=Jitter, IPC=12026.05 | 4.6 | |
| MTTAttack=Jitter, IPC=502026.05 | 4.6 | |
| MTTAttack=CW, IPC=12026.05 | 4.4 | |
| MTTAttack=FGSM, IPC=502026.05 | 4 | |
| C2RAttack=VMI, IPC=502026.05 | 3.1 | |
| MTTAttack=CW, IPC=502026.05 | 3 | |
| MTTAttack=PGD, IPC=502026.05 | 2.8 | |
| MTTAttack=VMI, IPC=502026.05 | 2.8 |