Classification on CIFAR-100 (test) (Adversarial Robustness)
70.03Standard AccuracyAMRM-PureMaskDiT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AMRM-PureMaskDiTClassifier=WideResNet-28-10, Attack Protocol=PGD200 + EOT202026.07 | 70.03 | 24.39 | 36.51 | |
| RAMRM-PureMaskDiTClassifier=WideResNet-28-10, Attack Protocol=PGD200 + EOT202026.07 | 69.87 | 29.91 | 43.27 | |
| RAMRM-PureMAEClassifier=WideResNet-28-10, Attack Protocol=PGD200 + EOT202026.07 | 66.28 | 19.53 | 31.58 | |
| ADDTw/DDPMClassifier=WideResNet-28-10, Attack Protocol=PGD200 + EOT202026.07 | 66.02 | 18.85 | 36.57 | |
| COUPClassifier=WideResNet-28-10, Attack Protocol=PGD200 + EOT202026.07 | 65.71 | 15.22 | 34.28 | |
| AMRM-PureMAEClassifier=WideResNet-28-10, Attack Protocol=PGD200 + EOT202026.07 | 65.34 | 14.28 | 29.29 | |
| DiffpureClassifier=WideResNet-28-10, Attack Protocol=PGD200 + EOT202026.07 | 45.23 | 11.57 | 31.53 |