Robustness Assessment on CIFAR-10
76G_hat NPPRNPPR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NPPRBackbone=ResNet182025.11 | 76 | — | — | — | — | — | |
| Intermediate-stress formulationBackbone=ResNet18, Normalization=normalized by the standard loss2025.11 | — | — | 18 | 54 | 86 | 91 | |
| Weak-adversary baselineBackbone=ResNet18, Attack=one-step PGD with random Gaussian initialization (variance 0.1)2025.11 | — | 87 | — | — | — | — |