Robustness Assessment on TinyImageNet
0.53G_hat_NPPRNPPR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NPPRBackbone=ResNet182025.11 | 0.53 | — | — | — | — | — | |
| Intermediate-stress formulationBackbone=ResNet18, Normalization=normalized by the standard loss2025.11 | — | — | 0.63 | 0.75 | 0.98 | 1.04 | |
| Weak-adversary baselineBackbone=ResNet18, Attack=one-step PGD with random Gaussian initialization (variance 0.1)2025.11 | — | 0.77 | — | — | — | — |