Anomaly Segmentation on BraTS METS T1-weighted MRI 2025
0.978AUROCAPRIL-GAN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| APRIL-GANProtocol=Reference, Training Source=BraTS (Supervised)2026.02 | 0.978 | 0.748 | 0.421 | 0.325 | |
| AnomalyCLIPProtocol=Reference, Training Source=BraTS (Supervised)2026.02 | 0.967 | 0.525 | 0.304 | 0.21 | |
| CoDeGraph3DProtocol=Zero-Shot, Training Source=None2026.02 | 0.902 | 0.338 | 0.295 | 0.208 | |
| AnomalyCLIPProtocol=Zero-Shot, Training Source=Industrial2026.02 | 0.844 | 0.066 | 0.077 | 0.042 | |
| APRIL-GANProtocol=Zero-Shot, Training Source=Industrial2026.02 | 0.792 | 0.038 | 0.064 | 0.034 | |
| WinCLIPProtocol=Zero-Shot, Training Source=None2026.02 | 0.7 | 0.026 | 0.044 | 0.023 | |
| DAEProtocol=Reference, Training Source=IXI (Unsupervised)2026.02 | 0.691 | 0.043 | 0.076 | 0.043 |