ResearchTasksLifelong Learning for LLM AgentsFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedLifelongAgentBenchLifeSkill82DB Accuracy9Jun 4, 2026