Perturbation Test on CIFAR-100 1.0 (test)
0.5478AUC (Predicted, Neg)TokenTM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TokenTMBackbone=DeiT2024.03 | 0.5478 | 0.1607 | 0.553 | 0.1589 | |
| GAEBackbone=DeiT2024.03 | 0.5214 | 0.1752 | 0.5265 | 0.1732 | |
| Grad-CAMBackbone=DeiT2024.03 | 0.4718 | 0.4191 | 0.4728 | 0.4178 | |
| LRPBackbone=DeiT2024.03 | 0.4676 | 0.4631 | 0.468 | 0.4629 | |
| Trans. Attr.Backbone=DeiT2024.03 | 0.4465 | 0.2499 | 0.4419 | 0.239 | |
| RolloutBackbone=DeiT2024.03 | 0.4134 | 0.2496 | 0.4134 | 0.2496 | |
| Raw Att.Backbone=DeiT2024.03 | 0.3723 | 0.2862 | 0.3723 | 0.2862 | |
| Cons. LRPBackbone=DeiT2024.03 | 0.2711 | 0.2799 | 0.2684 | 0.2742 | |
| ATTCATBackbone=DeiT2024.03 | 0.2352 | 0.2215 | 0.239 | 0.2173 |