Anomaly Detection on Retina OCT (Medical) (test)
84.4AUROCACD-CLIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ACD-CLIPN (Number of Groups)=2, Zero-shot protocol=true2025.08 | 84.4 | 85.6 | |
| AdaCLIPZero-shot protocol=true2025.08 | 82.7 | 80.3 | |
| ACD-CLIPN (Number of Groups)=6, Zero-shot protocol=true2025.08 | 82 | 79.7 | |
| ACD-CLIPN (Number of Groups)=3, Zero-shot protocol=true2025.08 | 81.1 | 80.9 | |
| ACD-CLIPN (Number of Groups)=4, Zero-shot protocol=true2025.08 | 80.3 | 79.1 | |
| AnomalyCLIPZero-shot protocol=true2025.08 | 75.7 | 77.4 | |
| CLIP-ADZero-shot protocol=true2025.08 | 67.9 | 71.3 | |
| WinCLIPZero-shot protocol=true2025.08 | 42.5 | 50.9 |