ResearchBenchmarksPatient-level anomaly detection on ATLAS T1w R2.0Patient-level anomaly detection on ATLAS T1w R2.0Follow100AUROCpDDPM39.26455.03270.886.568Jun 17, 2026Evaluation resultsMethodMethodLinksAUROCAPF1 ScorepDDPMTrain=IXI T1wTrain=IXI T1w2026.0610010099.23D DAETrain=IXI T1wTrain=IXI T1w2026.0698.593.998.5CS3F-MSTrain=–Train=–2026.0688.675.876.9CS3F-CTrain=–Train=–2026.0688.272.879.3CS3F-FTrain=–Train=–2026.0684.873.572.4AnomalyCLIPTrain=MedMixTrain=MedMix2026.0663.645.660.1WinCLIPTrain=–Train=–2026.0658.243.354.1APRIL-GANTrain=MedMixTrain=MedMix2026.0641.640.353.1