Object Classification on ImageNet subset of 2048
76.76Natural AccuracyUndefended
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UndefendedArchitecture=ResNet-50, Epsilon=4/2552023.09 | 76.76 | 0 | |
| LGAPArchitecture=ResNet-50, Attacks=AA, Epsilon=4/2552023.09 | 69.09 | 57.12 | |
| LGAPArchitecture=ResNet-50, Attacks=BPDA-40, Epsilon=4/2552023.09 | 69.09 | 45.31 | |
| LGAPArchitecture=ResNet-50, Attacks=PGD-10, Epsilon=4/2552023.09 | 69.09 | 52.73 | |
| Salman et al.Architecture=ResNet-50, Attacks=AA, Epsilon=4/2552023.09 | 64.02 | 34.96 | |
| Wong et al.Architecture=ResNet-50, Attacks=AA, Epsilon=4/2552023.09 | 55.62 | 26.24 |