Image Classification on CIFAR-10 (test) (PGD and One Step Robustness)
81Clean AccuracyBaseline (BL)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Baseline (BL)Backbone=ResNet-18, Perturbation strength (epsilon)=22025.10 | 81 | 32 | 32 | |
| MIXBackbone=ResNet-18, Perturbation strength (epsilon)=22025.10 | 79 | 52 | 53 | |
| NNBackbone=ResNet-18, Perturbation strength (epsilon)=22025.10 | 76 | 58 | 58 | |
| Standard ATBackbone=ResNet-18, Perturbation strength (epsilon)=22025.10 | 41 | 5 | 5 |