Image Classification on CIFAR-10 standard (test) (Adversarial Metrics: Clean, AutoAttack, CC)
88.71Clean AccuracyDAJAT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DAJATModel=WRN-34-10, Augmentation Configuration=Base, 2*AA, Epochs=200, Attack Steps=Scheduled (2 to 5)2022.10 | 88.71 | 57.81 | 80.12 | |
| DAJATModel=ResNet-18, Augmentation Configuration=Base, 2*AA, Epochs=200, Attack Steps=Scheduled (2 to 5)2022.10 | 85.71 | 52.5 | 76.13 | |
| TRADES-AWP-WAModel=WRN-34-10, Epochs=2002022.10 | 85.36 | 56.17 | 75.83 | |
| TRADES-AWP-WAModel=ResNet-18, Epochs=2002022.10 | 81.99 | 51.45 | 72.64 |