Anomaly Detection on Retina OCT (Pixel-level)
95.5AUROC (Pixel-level)AA-CLIP
Evaluation results
| Method | Links | |
|---|---|---|
| AA-CLIPAvailable training shots=full2025.03 | 95.5 | |
| AA-CLIPAvailable training shots=162025.03 | 95.1 | |
| AA-CLIPAvailable training shots=642025.03 | 94.4 | |
| AA-CLIPAvailable training shots=22025.03 | 94.2 | |
| AnomalyCLIPSource=ICLR 2024, Available training shots=full2025.03 | 92.6 | |
| MVFA-ADSource=CVPR 2024, Available training shots=full2025.03 | 90.9 | |
| VANDSource=CVPRW 2023, Available training shots=full2025.03 | 88.5 | |
| AdaCLIPSource=ECCV 2024, Available training shots=full2025.03 | 88.5 | |
| WinCLIPSource=CVPR 20232025.03 | 80.6 | |
| CLIPSource=OpenCLIP2025.03 | 21.3 |