ResearchBenchmarksAnomaly Detection on BrainMRI (Image-level AUC, Pixel-level AUC)Anomaly Detection on BrainMRI (Image-level AUC, Pixel-level AUC)Follow85.8Image-level AUCUniVAD v231.245.37559.5573.725Jun 29, 2026Evaluation resultsMethodMethodLinksImage-level AUCPixel-level AUCUniVAD v2Shot Setting=1N+1A-shotShot Setting=1N+1A-shot2026.0685.896.8UniVAD v2Shot Setting=1N-shotShot Setting=1N-shot2026.0682.496.7UniVAD2026.0680.296.8PatchCore2026.0673.296AnomalyGPT2026.0673.196MedCLIP2026.0669.791.7WinCLIP2026.0655.486.6UniAD2026.065093.6ComAD2026.0633.3—