ResearchTasksAgentic Action PredictionAgentic Action PredictionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedSCIWorld (out domain)ours44Success Rate4Jun 26, 2026SCIWorld (in domain)ours61Success Rate4Jun 26, 2026ALFWorld (out domain)ours89Success Rate4Jun 26, 2026ALFWorld in domainGRPO95Success Rate4Jun 26, 2026