Image Classification on CIFAR-10 TensorClog (test)
90.01AccuracyNonlinear transformation framework
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Nonlinear transformation frameworkBackbone=VGG19, Pre-trained=True (ImageNet)2024.06 | 90.01 | 1.96 | 2.22 | |
| OPABackbone=VGG19, Pre-trained=True (ImageNet)2024.06 | 88.05 | — | — | |
| Adversarial trainingBackbone=VGG19, Pre-trained=True (ImageNet), Defense Method=PGD2024.06 | 85.16 | — | — | |
| No defenseBackbone=VGG19, Pre-trained=True (ImageNet)2024.06 | 48 | — | — |