Attack Detection on CIFAR-100 (test)
89BIM AUCFS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FSBackbone=VGG162025.12 | 89 | 97 | 89 | 91 | |
| DMD-aBackbone=ViTB162025.12 | 86 | 60 | 98 | 98 | |
| MACSBackbone=ViTB162025.12 | 85 | 95 | 95 | 87 | |
| FSBackbone=ViTB162025.12 | 83 | 97 | 91 | 81 | |
| DMD-uBackbone=ViTB162025.12 | 83 | 57 | 97 | 98 | |
| MACSBackbone=VGG162025.12 | 78 | 90 | 93 | 79 | |
| DMD-aBackbone=VGG162025.12 | 78 | 65 | 94 | 92 | |
| DMD-bBackbone=ViTB162025.12 | 75 | 74 | 87 | 80 | |
| DMD-uBackbone=VGG162025.12 | 70 | 54 | 87 | 90 | |
| MSPBackbone=ViTB162025.12 | 56 | 95 | 93 | 55 | |
| DOCBackbone=ViTB162025.12 | 56 | 93 | 92 | 55 | |
| DOCBackbone=VGG162025.12 | 52 | 94 | 96 | 50 | |
| MSPBackbone=VGG162025.12 | 51 | 96 | 96 | 50 | |
| Rel-UBackbone=ViTB162025.12 | 48 | 80 | 73 | 50 | |
| Rel-UBackbone=VGG162025.12 | 47 | 90 | 86 | 47 | |
| DMD-bBackbone=VGG162025.12 | 42 | 47 | 57 | 56 |