ResearchBenchmarksUncertainty Quantification on Logistic Model n = 400Uncertainty Quantification on Logistic Model n = 400Follow97.8Coverage Probability (CP)BNN94.47295.33696.297.064Apr 12, 2025Evaluation resultsMethodMethodLinksCoverage Probability (CP)Bias (f)MAE (f)Bias (psi')MAE (psi')Empirical SDSESE (Calibrated)AILBNN2025.0497.860.520.120.27——68Ensemble2025.0495.560.6710.130.80.9—59Naive bp2025.0495.450.6410.130.770.85—57HulC2025.0494.8———————71ESM2025.0494.670.410.080.480.590.539