Image Classification on CIFAR-100 l_inf=8/255 (test)
73.65Clean AccuracyGKL-AT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GKL-ATArchitecture=WRN-28-10, Augmentation Type=50M Generated Data2025.03 | 73.65 | 39.37 | |
| WangClassifier Type=fully-connected2026.06 | 73.6 | 42.7 | |
| WangClassifier Type=distance-based2026.06 | 73.6 | 43.1 | |
| CuiClassifier Type=fully-connected2026.06 | 73.1 | 38.6 | |
| CuiClassifier Type=distance-based2026.06 | 72.9 | 39.4 | |
| DM-ATArchitecture=WRN-28-10, Augmentation Type=50M Generated Data2025.03 | 72.58 | 38.83 | |
| ACATArchitecture=WRN-34-10, Augmentation Type=AutoAug2025.03 | 68.74 | 31.3 | |
| GKL-ATArchitecture=WRN-34-10, Augmentation Type=AutoAug2025.03 | 66.08 | 32.53 | |
| JiaClassifier Type=fully-connected2026.06 | 65.9 | 31.5 | |
| JiaClassifier Type=distance-based2026.06 | 65.9 | 33.3 | |
| GKL-ATArchitecture=WRN-34-10, Augmentation Type=Basic2025.03 | 65.76 | 31.91 | |
| ACATArchitecture=WRN-34-10, Augmentation Type=Basic2025.03 | 65.75 | 30.23 | |
| LAS-ATArchitecture=WRN-34-10, Augmentation Type=Basic2025.03 | 64.89 | 30.77 | |
| LBGATArchitecture=WRN-34-10, Augmentation Type=Basic2025.03 | 60.64 | 29.33 | |
| AWPArchitecture=WRN-34-10, Augmentation Type=Basic2025.03 | 60.38 | 28.86 |