Anomaly Detection on MNIST 1%
0.919AUCACR-DSVDD
Evaluation results
| Method | Links | |
|---|---|---|
| ACR-DSVDDObjective=DSVDD2023.02 | 0.919 | |
| ACR-BCEObjective=BCE2023.02 | 0.887 | |
| ResNet152-IBackbone=ResNet-152, Variant=I2023.02 | 0.872 | |
| OC-MAML2023.02 | 0.837 | |
| ResNet152-IIBackbone=ResNet-152, Variant=II2023.02 | 0.8 | |
| CLIP-ADFoundation Model=CLIP2023.02 | 0.539 | |
| ADIB2023.02 | 0.504 |