Image Classification on ImageYellow
84.2AccuracyEDF
Evaluation Results
| Method | Links | |
|---|---|---|
| EDFIPC=3002024.10 | 84.2 | |
| Fullmode=Full dataset training2024.10 | 83.2 | |
| DATMIPC=3002024.10 | 82.1 | |
| EDFIPC=2002024.10 | 81 | |
| DATMIPC=2002024.10 | 79.3 | |
| RandomIPC=3002024.10 | 72.8 | |
| RandomIPC=2002024.10 | 70.5 | |
| MTTAttack=Clean, IPC=502026.05 | 66.2 | |
| C2RAttack=Clean, IPC=502026.05 | 63.8 | |
| MTTAttack=Clean, IPC=102026.05 | 63.4 | |
| C2RAttack=Clean, IPC=102026.05 | 60.3 | |
| GSDDTest Net=VGG112025.09 | 57.3 | |
| DDiFTest Net=AlexNet2025.09 | 56.2 | |
| DDiFTest Net=ResNet182025.09 | 55.9 | |
| GSDDTest Net=ResNet182025.09 | 55.9 | |
| GSDDTest Net=AlexNet2025.09 | 53.5 | |
| FreDTest Net=ResNet182025.09 | 49.3 | |
| DDiFTest Net=ViT2025.09 | 47.9 | |
| GSDDTest Net=ViT2025.09 | 47.6 | |
| MTTAttack=Clean, IPC=12026.05 | 44.6 | |
| DDiFTest Net=VGG112025.09 | 44.2 | |
| IDCTest Net=ResNet182025.09 | 44.2 | |
| TMTest Net=ResNet182025.09 | 43.4 | |
| C2RAttack=Clean, IPC=12026.05 | 42.7 | |
| FreDTest Net=ViT2025.09 | 37.6 | |
| IDCTest Net=ViT2025.09 | 30.3 | |
| C2RAttack=FGSM, IPC=102026.05 | 25.9 | |
| C2RAttack=FGSM, IPC=502026.05 | 25.3 | |
| C2RAttack=Jitter, IPC=102026.05 | 24.3 | |
| MTTAttack=FGSM, IPC=102026.05 | 23.4 | |
| C2RAttack=Jitter, IPC=502026.05 | 23.1 | |
| C2RAttack=VMI, IPC=102026.05 | 22.1 | |
| MTTAttack=FGSM, IPC=502026.05 | 21.2 | |
| C2RAttack=CW, IPC=102026.05 | 21.1 | |
| MTTAttack=Jitter, IPC=102026.05 | 21 | |
| IDCTest Net=AlexNet2025.09 | 20.6 | |
| C2RAttack=CW, IPC=502026.05 | 20.4 | |
| MTTAttack=Jitter, IPC=502026.05 | 20.2 | |
| C2RAttack=PGD, IPC=102026.05 | 20.2 | |
| C2RAttack=PGD, IPC=502026.05 | 20 | |
| FreDTest Net=AlexNet2025.09 | 19.8 | |
| MTTAttack=VMI, IPC=102026.05 | 19 | |
| C2RAttack=VMI, IPC=502026.05 | 19 | |
| MTTAttack=PGD, IPC=102026.05 | 18.8 | |
| FreDTest Net=VGG112025.09 | 18.2 | |
| MTTAttack=CW, IPC=102026.05 | 18.2 | |
| TMTest Net=ViT2025.09 | 18.1 | |
| C2RAttack=FGSM, IPC=12026.05 | 18.1 | |
| MTTAttack=PGD, IPC=502026.05 | 17.4 | |
| MTTAttack=VMI, IPC=502026.05 | 17.4 | |
| MTTAttack=FGSM, IPC=12026.05 | 17.2 | |
| MTTAttack=CW, IPC=502026.05 | 17.2 | |
| C2RAttack=Jitter, IPC=12026.05 | 17.1 | |
| TMTest Net=VGG112025.09 | 16.9 | |
| C2RAttack=PGD, IPC=12026.05 | 16.9 | |
| IDCTest Net=VGG112025.09 | 16.8 | |
| C2RAttack=VMI, IPC=12026.05 | 16.5 | |
| C2RAttack=CW, IPC=12026.05 | 16.1 | |
| MTTAttack=PGD, IPC=12026.05 | 15.8 | |
| MTTAttack=VMI, IPC=12026.05 | 15.8 | |
| MTTAttack=Jitter, IPC=12026.05 | 15.4 | |
| MTTAttack=CW, IPC=12026.05 | 14.4 | |
| TMTest Net=AlexNet2025.09 | 11 |