Robustness Assessment on CIFAR-100
0.59G_hat NPPRNPPR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NPPRBackbone=ResNet182025.11 | 0.59 | — | — | — | — | — | |
| Intermediate-stress formulationBackbone=ResNet18, Normalization=normalized by the standard loss2025.11 | — | — | 0.36 | 0.62 | 0.92 | 0.98 | |
| Weak-adversary baselineBackbone=ResNet18, Attack=one-step PGD with random Gaussian initialization (variance 0.1)2025.11 | — | 0.72 | — | — | — | — |