ResearchBenchmarksMarginal Log-Likelihood Estimation on DS11 (Gap (nats), Standard Error)Marginal Log-Likelihood Estimation on DS11 (Gap (nats), Standard Error)Follow-18.79Gap (nats)VBPI-19.27-16.03-12.79-9.55Feb 21, 2025Evaluation resultsMethodMethodLinksGap (nats)Standard ErrorVBPIK=10K=102025.02-18.790.41VBPIK=20K=202025.02-16.280.46VIPREstimator=VIMCO, K=10Estimator=VIMCO, K=102025.02-9.621.46VIPREstimator=REPEstimator=REP2025.02-7.310.71VIPREstimator=LOOREstimator=LOOR2025.02-6.790.89