Anomaly Detection on BraTS GLI T2 Adult glioma
83.45APDAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DALParadigm=Reconstruction-based2025.12 | 83.45 | 72.52 | |
| DAEParadigm=Reconstruction-based2025.12 | 64.41 | 54.93 | |
| EfficientADParadigm=Deep feature embedding-based2025.12 | 64.05 | 53.57 | |
| AnoDDPMParadigm=Reconstruction-based2025.12 | 58.61 | 48.3 | |
| DRAEMParadigm=SSL-based2025.12 | 56.59 | 50.12 | |
| AutoDDPMParadigm=Reconstruction-based2025.12 | 55.83 | 47.76 | |
| FPIParadigm=SSL-based2025.12 | 54.59 | 51.85 | |
| PatchCoreParadigm=Deep feature embedding-based2025.12 | 54.19 | 46.37 | |
| AMConsParadigm=Deep feature embedding-based2025.12 | 45.6 | 42.01 | |
| ProxyAnoParadigm=Reconstruction-based2025.12 | 39.3 | 34.57 | |
| VAEParadigm=Reconstruction-based2025.12 | 37.3 | 38.26 | |
| RD4ADParadigm=Deep feature embedding-based2025.12 | 36.13 | 37.89 | |
| UTRADParadigm=Deep feature embedding-based2025.12 | 34.75 | 32.56 | |
| RIADParadigm=Reconstruction-based2025.12 | 23.28 | 28.29 | |
| PHANESParadigm=Reconstruction-based2025.12 | 21.02 | 37.27 | |
| MemAEParadigm=Reconstruction-based2025.12 | 19.07 | 23.67 | |
| MKDParadigm=Deep feature embedding-based2025.12 | 10.61 | 17.09 | |
| AEParadigm=Reconstruction-based2025.12 | 10.15 | 18.44 |