ResearchTasksLifelong Agent LearningFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedLifelongAgentBench (LAB) (test)Mem-π38.4DB7May 21, 2026