3D Anomaly Detection on T2-weighted MRI
99.8AUROCDAE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DAETraining Source=IXI (Unsupervised), Setting=Reference2026.02 | 99.8 | 99.7 | |
| CoDeGraph3DTraining Source=—, Setting=Zero-shot2026.02 | 96.9 | 92.7 | |
| APRIL-GANTraining Source=BraTS (Supervised), Setting=Reference2026.02 | 94.1 | 92.9 | |
| AnomalyCLIPTraining Source=BraTS (Supervised), Setting=Reference2026.02 | 82.3 | 81.8 | |
| AnomalyCLIPTraining Source=Industrial, Setting=Zero-shot2026.02 | 36.4 | 28.6 | |
| WinCLIPTraining Source=—, Setting=Zero-shot2026.02 | 23.2 | 24.5 | |
| APRIL-GANTraining Source=Industrial, Setting=Zero-shot2026.02 | 3.5 | 21.2 |