ResearchBenchmarksError Detection on PhysionetMI (mean over 3 folds)Error Detection on PhysionetMI (mean over 3 folds)Follow0.764AUROCSoftmax0.709920.723960.7380.75204May 8, 2026Evaluation resultsMethodMethodLinksAUROCPCC (PU, Soft)PCC (PU, MC)PCC (Soft, MC)Softmaxuncertainty estimator=...uncertainty estimator=Softmax2026.050.7640.5190.5040.695MCuncertainty estimator=...uncertainty estimator=Monte Carlo Dropout2026.050.7210.5190.5040.695PUuncertainty estimator=...uncertainty estimator=Preprocessing Uncertainty2026.050.7120.5190.5040.695