General Robustness and Detection Evaluation on Aggregate (CIFAR-100, CIFAR-100C, SVHN, Places365, Attacks)
96Mean ScoreDMD-b
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DMD-bBackbone=VGG162025.12 | 96 | 98 | |
| Rel-UBackbone=ViTB162025.12 | 94 | 98 | |
| DMD-aBackbone=ViTB162025.12 | 91 | 96 | |
| Rel-UBackbone=VGG162025.12 | 89 | 99 | |
| DMD-aBackbone=VGG162025.12 | 83 | 95 | |
| DMD-bBackbone=ViTB162025.12 | 68 | 90 | |
| MSPBackbone=VGG162025.12 | 63 | 85 | |
| DOCBackbone=VGG162025.12 | 63 | 84 | |
| DOCBackbone=ViTB162025.12 | 62 | 84 | |
| MACSBackbone=VGG162025.12 | 60 | 79 | |
| FSBackbone=VGG162025.12 | 60 | 84 | |
| MSPBackbone=ViTB162025.12 | 60 | 84 | |
| FSBackbone=ViTB162025.12 | 57 | 88 | |
| MACSBackbone=ViTB162025.12 | 53 | 81 |