ResearchBenchmarksError Detection on SEED IV (mean over 3 folds)Error Detection on SEED IV (mean over 3 folds)Follow0.538AUROCMC0.524480.527990.53150.53501May 8, 2026Evaluation resultsMethodMethodLinksAUROCCorrelation (PU vs Soft)Correlation (PU vs MC)Correlation (Soft vs MC)MCuncertainty estimator=...uncertainty estimator=Monte Carlo Dropout2026.050.5380.3790.1890.334PUuncertainty estimator=...uncertainty estimator=Preprocessing Uncertainty2026.050.5280.3790.1890.334Softmaxuncertainty estimator=...uncertainty estimator=Softmax2026.050.5250.3790.1890.334