ResearchTasksMean EstimationMean EstimationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedCivilComments-WILDS (test)RePPI1,313Required Labeled Samples14Jun 23, 2026PPE CorrectnessLinearCal0.26MSE / PPI10Apr 24, 2026Informative Labeling Simulation Estimated Inclusion Probabilities (200 replicates)Classic0.543Estimate5Mar 25, 2026Univariate Mean Estimation nK samples across K sitesNo privacy1Minimax Rate4Apr 7, 2026inventory management datasetRectFlow100Coverage2Feb 26, 2026
Informative Labeling Simulation Estimated Inclusion Probabilities (200 replicates)Classic0.543Estimate5Mar 25, 2026