Image Classification on CIFAR-10 EntF (test)
87.27Accuracy (Test)Nonlinear transformation framework
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Nonlinear transformation frameworkBackbone=VGG19, Pre-trained=True (ImageNet)2024.06 | 87.27 | 1.6 | 1.83 | |
| OPABackbone=VGG19, Pre-trained=True (ImageNet)2024.06 | 85.67 | — | — | |
| Adversarial trainingBackbone=VGG19, Pre-trained=True (ImageNet), Defense Method=PGD2024.06 | 82.3 | — | — | |
| No defenseBackbone=VGG19, Pre-trained=True (ImageNet)2024.06 | 71 | — | — |