ResearchTasksLLM Agent Memory RetrievalFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedLoCoMo v1 (full)SYNAPSE35.7F1 (Multi-Hop)12Feb 26, 2026