Perturbation Test on ImageNet (val)
32.34Neg ScoreATTCAT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ATTCATTarget Label=Predicted, Backbone=DeiT2024.03 | 32.34 | 31.71 | |
| Cons. LRPTarget Label=Predicted, Backbone=DeiT2024.03 | 33.24 | 34.35 | |
| ATTCATTarget Label=GT, Backbone=DeiT2024.03 | 33.59 | 30.68 | |
| Cons. LRPTarget Label=GT, Backbone=DeiT2024.03 | 34.33 | 34.03 | |
| LRPTarget Label=Predicted, Backbone=DeiT2024.03 | 42.55 | 41.29 | |
| LRPTarget Label=GT, Backbone=DeiT2024.03 | 42.56 | 41.29 | |
| RolloutTarget Label=Predicted, Backbone=DeiT2024.03 | 43.23 | 32.34 | |
| RolloutTarget Label=GT, Backbone=DeiT2024.03 | 43.23 | 32.34 | |
| Grad-CAMTarget Label=Predicted, Backbone=DeiT2024.03 | 43.84 | 26.11 | |
| Grad-CAMTarget Label=GT, Backbone=DeiT2024.03 | 44.06 | 25.87 | |
| Raw Att.Target Label=Predicted, Backbone=DeiT2024.03 | 48.7 | 25.44 | |
| Raw Att.Target Label=GT, Backbone=DeiT2024.03 | 48.7 | 25.44 | |
| Trans. Attr.Target Label=Predicted, Backbone=DeiT2024.03 | 57.48 | 19 | |
| GAETarget Label=Predicted, Backbone=DeiT2024.03 | 57.53 | 15.88 | |
| TokenTMTarget Label=Predicted, Backbone=DeiT2024.03 | 58.12 | 15.75 | |
| Trans. Attr.Target Label=GT, Backbone=DeiT2024.03 | 58.26 | 18.38 | |
| GAETarget Label=GT, Backbone=DeiT2024.03 | 58.85 | 15.2 | |
| TokenTMTarget Label=GT, Backbone=DeiT2024.03 | 59.36 | 15.09 |