Out-of-Distribution Detection on CIFAR-100 (ID) vs Places365 (OOD) (test)
0.99AUCDMD-a
Evaluation results
| Method | Links | |
|---|---|---|
| DMD-aBackbone=VGG162025.12 | 0.99 | |
| DMD-aBackbone=ViTB162025.12 | 0.99 | |
| DMD-uBackbone=VGG162025.12 | 0.99 | |
| DMD-bBackbone=ViTB162025.12 | 0.97 | |
| MACSBackbone=ViTB162025.12 | 0.88 | |
| FSBackbone=ViTB162025.12 | 0.86 | |
| MACSBackbone=VGG162025.12 | 0.85 | |
| DOCBackbone=ViTB162025.12 | 0.85 | |
| MSPBackbone=VGG162025.12 | 0.84 | |
| MSPBackbone=ViTB162025.12 | 0.84 | |
| DOCBackbone=VGG162025.12 | 0.84 | |
| FSBackbone=VGG162025.12 | 0.8 | |
| Rel-UBackbone=VGG162025.12 | 0.74 | |
| DMD-bBackbone=VGG162025.12 | 0.69 | |
| Rel-UBackbone=ViTB162025.12 | 0.67 | |
| DMD-uBackbone=ViTB162025.12 | 0.03 |