Image Classification on PATHMNIST MedMNIST (test)
84.88Clean AccuracySORA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SORABackbone=PreActResNet-18, Perturbation Budget (epsilon)=8/2552026.05 | 84.88 | 35.54 | |
| AAERBackbone=PreActResNet-18, Perturbation Budget (epsilon)=8/2552026.05 | 81.43 | 1.89 | |
| N-FGSMBackbone=PreActResNet-18, Perturbation Budget (epsilon)=8/2552026.05 | 74.86 | 1.9 | |
| FGSMBackbone=PreActResNet-18, Perturbation Budget (epsilon)=8/2552026.05 | 36.54 | 0.42 |