Anomaly Detection on CUB (one vs. rest)
0.975Mean AUCBCE-CL
Evaluation results
| Method | Links | |
|---|---|---|
| BCE-CLsupervision=Supervised OE, base_model=CLIP2022.05 | 0.975 | |
| CLIPsupervision=Unsupervised, setting=zero-shot2022.05 | 0.971 | |
| BCESupervision Protocol=Supervised OE2022.05 | 0.841 | |
| FocalSupervision Protocol=Supervised OE2022.05 | 0.835 | |
| HSCSupervision Protocol=Unsupervised OE2022.05 | 0.832 | |
| DSADSupervision Protocol=Unsupervised OE2022.05 | 0.811 | |
| DSVDDSupervision Protocol=Unsupervised2022.05 | 0.59 |