ResearchTasksMonotone ClassificationMonotone ClassificationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedLoanDefaulter (full data)Ours65.5Accuracy5Feb 26, 2026COMPAS (full data)Ours69.4Accuracy5Feb 26, 2026HeartDisease (full data)Ours90.2Accuracy4Feb 26, 2026Problem 1Lower bound (Thm. 13)1Probing Cost1Mar 4, 2026