Novelty Detection on Birds regular ND
98.5AUROCFITYMI
Evaluation Results
| Method | Links | |
|---|---|---|
| FITYMITraining Setup=Pre-trained, Backbone=ViT-B_162022.05 | 98.5 | |
| TransformalyTraining Setup=Pre-trained, Backbone=ViT-B_162022.05 | 97.8 | |
| MSADTraining Setup=Pre-trained, Backbone=ResNet-1522022.05 | 96.7 | |
| PANDATraining Setup=Pre-trained, Backbone=ResNet-1522022.05 | 95.3 | |
| MSADTraining Setup=Pre-trained, Backbone=ViT-B_162022.05 | 93.3 | |
| PatchCoreTraining Setup=Pre-trained, Backbone=WideResNet502022.05 | 58.1 | |
| CSITraining Setup=From Scratch, Backbone=ResNet-182022.05 | 52.4 |