Novelty Detection on MvTecAD regular ND
0.996AUROCPatchCore
Evaluation Results
| Method | Links | |
|---|---|---|
| PatchCoreTraining Setup=Pre-trained, Backbone=WideResNet502022.05 | 0.996 | |
| TransformalyTraining Setup=Pre-trained, Backbone=ViT-B_162022.05 | 0.879 | |
| MSADTraining Setup=Pre-trained, Backbone=ResNet-1522022.05 | 0.872 | |
| PANDATraining Setup=Pre-trained, Backbone=ResNet-1522022.05 | 0.865 | |
| FITYMITraining Setup=Pre-trained, Backbone=ViT-B_162022.05 | 0.864 | |
| MSADTraining Setup=Pre-trained, Backbone=ViT-B_162022.05 | 0.855 | |
| CSITraining Setup=From Scratch, Backbone=ResNet-182022.05 | 0.636 |