ResearchBenchmarksLong-term Memory Evaluation on LongMemEval-10Follow0.767Overall ScoreMem00.7150.72850.7420.7555Jun 2, 2026Evaluation ResultsMethodMethodLinksOverall ScoreKnowledge Update ScoreMulti-Session ScoreSingle-Session Assistant ScoreSingle-Session Preference ScoreSingle-Session User ScoreTemporal Reasoning ScoreMem02026.060.76710.70.60.810.5DMF2026.060.71710.50.90.60.90.4