ResearchBenchmarksMedical Image Classification on PneumoniaMNIST (test)Medical Image Classification on PneumoniaMNIST (test)Follow91.2AccuracyGMF87.0488.1289.290.28May 29, 2026Evaluation resultsMethodMethodLinksAccuracyCorrelation (r)Expected Calibration Error (ECE)GMF2026.0591.20.780.068DBF2026.0589.10.610.095UAW-EEF2026.0588.80.580.105PDF2026.0588.50.550.112QMF2026.0587.20.420.154