ResearchBenchmarksMedical Image Classification on Pneumonia Chest X-ray (test)Medical Image Classification on Pneumonia Chest X-ray (test)Follow98.95AccuracyDCAT80.874885.567490.2694.9526Mar 14, 2025Evaluation resultsMethodMethodLinksAccuracyAUCMean EntropyStandard DeviationHUSDCATUQ=Yes, CP=✓UQ=Yes, CP=✓2025.0398.9599.930.0150.081713[40]UQ=No, CP=✗UQ=No, CP=✗2025.0394.699.1———[41]UQ=No, CP=✗UQ=No, CP=✗2025.0390.7————[39]UQ=Yes, CP=✗UQ=Yes, CP=✗2025.0381.5792.6———