3D Anomaly Segmentation on T2-weighted MRI
98.4AUROCAPRIL-GAN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| APRIL-GANTraining Source=BraTS (Supervised), Setting=Reference2026.02 | 98.4 | 81.2 | 50.1 | 40.4 | |
| AnomalyCLIPTraining Source=BraTS (Supervised), Setting=Reference2026.02 | 97.9 | 61.7 | 34.9 | 25.3 | |
| CoDeGraph3DTraining Source=—, Setting=Zero-shot2026.02 | 92.2 | 49.1 | 41.3 | 31.6 | |
| AnomalyCLIPTraining Source=Industrial, Setting=Zero-shot2026.02 | 91.2 | 11.8 | 14.1 | 8.4 | |
| APRIL-GANTraining Source=Industrial, Setting=Zero-shot2026.02 | 90 | 8.7 | 12.7 | 7.3 | |
| DAETraining Source=IXI (Unsupervised), Setting=Reference2026.02 | 88.2 | 25.4 | 25 | 17.3 | |
| WinCLIPTraining Source=—, Setting=Zero-shot2026.02 | 84.9 | 5.8 | 8.1 | 4.4 |