ResearchTasksLifelong Agent InteractionLifelong Agent InteractionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedAlfWorldPROACTAGENT71.28Success Rate10Apr 23, 2026SciWorldPROACTAGENT73.5Success Rate (SR)10Apr 23, 2026StuLifePROACTAGENT12.35Success Rate (SR)9Apr 23, 2026