Robust Image Classification on ImageNet RobustBench 1k
64.5Robust Acc. (APGD-T)ConvNeXt-L
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ConvNeXt-LDefense=+ ET32026.03 | 64.5 | — | |
| Swin-LDefense=+ ET32026.03 | 64.2 | — | |
| Swin-BDefense=+ ET32026.03 | 61.7 | — | |
| ConvNeXt-BDefense=+ ET32026.03 | 61.4 | — | |
| Swin-LDefense=Base2026.03 | 58.1 | 57.8 | |
| ConvNeXt-LDefense=Base2026.03 | 57.7 | 57.4 | |
| ConvNeXt-BDefense=Base2026.03 | 55.6 | 55 | |
| Swin-BDefense=Base2026.03 | 55 | 54.8 | |
| ResNet-50Defense=+ ET32026.03 | 46.2 | — | |
| ResNet-50Defense=Base2026.03 | 35.4 | 35.2 |