Adversarial Robustness on CIFAR-10 (L1 eps=12, L2 eps=1)
65.11Robust Accuracy (L1, eps=12)RAMRM-PureMaskDiT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RAMRM-PureMaskDiTClassifier Architecture=WideResNet-70-16, Fine-tuning Protocol=l_inf norm2026.07 | 65.11 | 73.57 | |
| ADBMClassifier Architecture=WideResNet-70-16, Fine-tuning Protocol=l_inf norm2026.07 | 49.6 | 63.3 | |
| RAMRM-PureMAEClassifier Architecture=WideResNet-70-16, Fine-tuning Protocol=l_inf norm2026.07 | 44.41 | 60.72 | |
| DiffpureClassifier Architecture=WideResNet-70-162026.07 | 44.3 | 60.8 |