Anomaly Detection on BraTS-GLI T1 Adult glioma
54.3APDAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DALParadigm=Reconstruction-based2025.12 | 54.3 | 48.79 | |
| FPIParadigm=SSL-based2025.12 | 38.76 | 35.03 | |
| PatchCoreParadigm=Deep feature embedding-based2025.12 | 33.57 | 33.99 | |
| EfficientADParadigm=Deep feature embedding-based2025.12 | 30.11 | 32.25 | |
| AutoDDPMParadigm=Reconstruction-based2025.12 | 30.03 | 30.26 | |
| UTRADParadigm=Deep feature embedding-based2025.12 | 26.42 | 27.38 | |
| RD4ADParadigm=Deep feature embedding-based2025.12 | 24.89 | 32.41 | |
| RIADParadigm=Reconstruction-based2025.12 | 21.56 | 26.21 | |
| AnoDDPMParadigm=Reconstruction-based2025.12 | 17.77 | 20 | |
| DRAEMParadigm=SSL-based2025.12 | 14.23 | 19.47 | |
| DAEParadigm=Reconstruction-based2025.12 | 13.31 | 16.84 | |
| VAEParadigm=Reconstruction-based2025.12 | 12.59 | 18.69 | |
| ProxyAnoParadigm=Reconstruction-based2025.12 | 11.51 | 15.44 | |
| PHANESParadigm=Reconstruction-based2025.12 | 11.2 | 24.29 | |
| MKDParadigm=Deep feature embedding-based2025.12 | 7.61 | 13.78 | |
| MemAEParadigm=Reconstruction-based2025.12 | 7.41 | 12.69 | |
| AMConsParadigm=Deep feature embedding-based2025.12 | 5.86 | 13.2 | |
| AEParadigm=Reconstruction-based2025.12 | 5.84 | 12.76 |