Novelty Detection on Flowers regular ND
0.999AUROCTransformaly
Evaluation results
| Method | Links | |
|---|---|---|
| TransformalyTraining Setup=Pre-trained, Backbone=ViT-B_162022.05 | 0.999 | |
| FITYMITraining Setup=Pre-trained, Backbone=ViT-B_162022.05 | 0.999 | |
| MSADTraining Setup=Pre-trained, Backbone=ViT-B_162022.05 | 0.986 | |
| MSADTraining Setup=Pre-trained, Backbone=ResNet-1522022.05 | 0.965 | |
| PANDATraining Setup=Pre-trained, Backbone=ResNet-1522022.05 | 0.941 | |
| PatchCoreTraining Setup=Pre-trained, Backbone=WideResNet502022.05 | 0.748 | |
| CSITraining Setup=From Scratch, Backbone=ResNet-182022.05 | 0.608 |