Image Classification on CIFAR-100 standard (test) (Adversarial Robustness)
68.75Accuracy (Clean)DAJAT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DAJATModel=WRN-34-10, Augmentation Configuration=Base, 2*AA, Epochs=200, Attack Steps=Scheduled (2 to 5)2022.10 | 68.75 | 31.85 | 56.95 | |
| DAJATModel=ResNet-18, Augmentation Configuration=Base, 2*AA, Epochs=200, Attack Steps=Scheduled (2 to 5)2022.10 | 65.45 | 27.69 | 54.85 | |
| TRADES-AWP-WAModel=WRN-34-10, Epochs=2002022.10 | 60.3 | 28.68 | 48.95 | |
| TRADES-AWP-WAModel=ResNet-18, Epochs=2002022.10 | 59.11 | 25.97 | 47.95 |