ResearchBenchmarksPatient-level Anomaly Detection on BraTS-METS T1wPatient-level Anomaly Detection on BraTS-METS T1wFollow100AUROC3D DAE41.44856.64971.8587.051Jun 17, 2026Evaluation resultsMethodMethodLinksAUROCAPF1 Score3D DAETrain=IXI T1wTrain=IXI T1w2026.06100100100pDDPMTrain=IXI T1wTrain=IXI T1w2026.0699.999.998.5CS3F-CTrain=–Train=–2026.069792.489.6CS3F-MSTrain=–Train=–2026.069792.590.8CS3F-FTrain=–Train=–2026.069690.988.2AnomalyCLIPTrain=MedMixTrain=MedMix2026.0688.382.577.8WinCLIPTrain=–Train=–2026.0673.856.963.4APRIL-GANTrain=MedMixTrain=MedMix2026.0643.736.853.1