ResearchTasksOS TaskOS TaskFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedLifelong Agent Bench OS TaskMemRL78.8Success Rate (Last Epoch)31Jun 17, 2026Lifelong Agent Bench (val)MemRL74.6Success Rate6Feb 26, 2026