To train a model, see run.sh for example. You can also find configs for other datasets.
A detailed README and checkpoints will be updated soon. For any questions, feel free to submit an issue or email kaihu@cmu.edu.
Results on 4 datasets
| dataset | clean accuracy | VRA@36/255 | VRA@72/255 | VRA@108/255 |
|---|---|---|---|---|
| CIFAR-10 | 87.0 | 78.1 | 66.6 | 53.5 |
| CIFAR-100 | 62.1 | 50.1 | 38.5 | 29.0 |
| Tiny-ImageNet | 48.4 | 37.0 | 26.8 | 18.6 |
| ImageNet | 49.0 | 38.3 | - | - |