ResearchTasksLong-horizon Conversational Memory Answer-QualityFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedRealMemSEGTREEMEM-BU62.1LLM Accuracy9Jun 4, 2026LongMemEval MABSEGTREEMEM-BU64.7Accuracy9Jun 4, 2026