ResearchTasksLLM-Agent OversightFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedHotpotQAScalar routing0.436Scalar Regret1Jun 23, 2026GSM8KScalar routing0.423Scalar Regret1Jun 23, 2026ScienceWorldScalar routing0.245Scalar Regret1Jun 23, 2026ALFWorldScalar routing0.506Scalar Regret1Jun 23, 2026