Image Classification on ImageNet (Robust Accuracy)
68.65Robust AccuracyPatchBlock
Evaluation results
| Method | Links | |
|---|---|---|
| PatchBlockBackbone=ResNet-50, Attack=GAP2026.01 | 68.65 | |
| Anomaly UnveiledBackbone=ResNet-50, Attack=GAP2026.01 | 67.1 | |
| Dimensionality ReductionBackbone=ResNet-50, Attack=GAP2026.01 | 66.2 | |
| JujutsuBackbone=ResNet-50, Attack=GAP2026.01 | 60 | |
| FNCBackbone=ResNet-50, Attack=GAP2026.01 | 59.6 | |
| Localised Gradient SmoothingBackbone=ResNet-50, Attack=GAP2026.01 | 53.86 | |
| De-Randomised SmoothingBackbone=ResNet-50, Attack=GAP2026.01 | 35.02 | |
| PatchGuardBackbone=ResNet-50, Attack=GAP2026.01 | 30.96 |