Anomaly Detection on DTD (one vs. rest)
94.6Mean AUCBCE-CL
Evaluation results
| Method | Links | |
|---|---|---|
| BCE-CLsupervision=Supervised OE, base_model=CLIP2022.05 | 94.6 | |
| CLIPsupervision=Unsupervised, setting=zero-shot2022.05 | 90.2 | |
| BCESupervision Protocol=Supervised OE2022.05 | 73.3 | |
| FocalSupervision Protocol=Supervised OE2022.05 | 73.2 | |
| HSCSupervision Protocol=Unsupervised OE2022.05 | 72.7 | |
| DSADSupervision Protocol=Unsupervised OE2022.05 | 72.4 | |
| DSVDDSupervision Protocol=Unsupervised2022.05 | 56.8 |