Adversarial Purification on SVHN (test)
95.39AccuracyRAMRM-PureMaskDiT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RAMRM-PureMaskDiTClassifier Backbone=WideResNet-28-10, Attack Protocol=PGD200 + EOT202026.07 | 95.39 | 55.9 | 70.18 | |
| AMRM-PureMaskDiTClassifier Backbone=WideResNet-28-10, Attack Protocol=PGD200 + EOT202026.07 | 94.91 | 46.57 | 66.38 | |
| AMRM-PureMAEClassifier Backbone=WideResNet-28-10, Attack Protocol=PGD200 + EOT202026.07 | 94.54 | 27.59 | 55.29 | |
| RAMRM-PureMAEClassifier Backbone=WideResNet-28-10, Attack Protocol=PGD200 + EOT202026.07 | 94.47 | 39.15 | 60.51 | |
| DiffpureClassifier Backbone=WideResNet-28-10, Attack Protocol=PGD200 + EOT202026.07 | 93.9 | 39.7 | 63.3 | |
| ADBMClassifier Backbone=WideResNet-28-10, Attack Protocol=PGD200 + EOT202026.07 | 93.5 | 47.9 | 65.7 | |
| COUPClassifier Backbone=WideResNet-28-10, Attack Protocol=PGD200 + EOT202026.07 | 92.07 | 41.62 | 63.97 |