Novelty Detection on CIFAR-100 regular ND
98.1AUROCFITYMI
Evaluation Results
| Method | Links | |
|---|---|---|
| FITYMITraining Setup=Pre-trained, Backbone=ViT-B_162022.05 | 98.1 | |
| TransformalyTraining Setup=Pre-trained, Backbone=ViT-B_162022.05 | 97.3 | |
| MSADTraining Setup=Pre-trained, Backbone=ResNet-1522022.05 | 96.4 | |
| PANDATraining Setup=Pre-trained, Backbone=ResNet-1522022.05 | 94.1 | |
| MSADTraining Setup=Pre-trained, Backbone=ViT-B_162022.05 | 93 | |
| CSITraining Setup=From Scratch, Backbone=ResNet-182022.05 | 89.6 | |
| PatchCoreTraining Setup=Pre-trained, Backbone=WideResNet502022.05 | 64.1 |