Anomaly Detection on BrainMRI Medical (test)
89.1AUROCACD-CLIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ACD-CLIPN (Number of Groups)=2, Zero-shot protocol=true2025.08 | 89.1 | 97.2 | |
| ACD-CLIPN (Number of Groups)=4, Zero-shot protocol=true2025.08 | 88.1 | 97.3 | |
| ACD-CLIPN (Number of Groups)=6, Zero-shot protocol=true2025.08 | 87.3 | 97.1 | |
| ACD-CLIPN (Number of Groups)=3, Zero-shot protocol=true2025.08 | 86.8 | 96.9 | |
| AnomalyCLIPZero-shot protocol=true2025.08 | 86.1 | 92.3 | |
| AdaCLIPZero-shot protocol=true2025.08 | 84.9 | 94.2 | |
| CLIP-ADZero-shot protocol=true2025.08 | 82.8 | 85.5 | |
| WinCLIPZero-shot protocol=true2025.08 | 82 | 90.7 |