ResearchBenchmarksLogistic Regression with Missing Covariates on Synthetic datasets 50% MCAR (test)Logistic Regression with Missing Covariates on Synthetic datasets 50% MCAR (test)Follow0.0429Training TimeMean-155.752584895.8669331,947.486452,999.105967Mar 22, 2026Evaluation resultsMethodMethodLinksTraining TimeTesting TimeMean2026.030.04290.001MICE2026.030.18520.1627AV-LR2026.0334.47930.0156MIWAE2026.0335.48452.0263missForest2026.0338.344524.4828IDLGLM2026.0363.55448.0829SAEM2026.033,894.9334.1459