Anomaly Detection on Brain MRI (Pixel-level AUROC)
0.965Pixel AUROCAA-CLIP
Evaluation results
| Method | Links | |
|---|---|---|
| AA-CLIPAvailable training shots=642025.03 | 0.965 | |
| AA-CLIPAvailable training shots=162025.03 | 0.964 | |
| AA-CLIPAvailable training shots=22025.03 | 0.963 | |
| AnomalyCLIPSource=ICLR 2024, Available training shots=full2025.03 | 0.962 | |
| MVFA-ADSource=CVPR 2024, Available training shots=full2025.03 | 0.956 | |
| AA-CLIPAvailable training shots=full2025.03 | 0.955 | |
| VANDSource=CVPRW 2023, Available training shots=full2025.03 | 0.945 | |
| AdaCLIPSource=ECCV 2024, Available training shots=full2025.03 | 0.939 | |
| WinCLIPSource=CVPR 20232025.03 | 0.86 | |
| CLIPSource=OpenCLIP2025.03 | 0.683 |