ResearchBenchmarksPersonalized Memory Retrieval on PersonaMemFollow58.9PrecisionMemobase33.00439.72746.4553.173Jan 28, 2026Evaluation ResultsMethodMethodLinksPrecisionTokensMemobase2026.0158.92,092Zep2026.0157.81,657MemU2026.0156.8496Mem0re-run=Official MemOS...re-run=Official MemOS scripts2026.0153.9140BMAM2026.0148.9—Supermemre-run=Official MemOS...re-run=Official MemOS scripts2026.0147204MIRIX2026.0138.4—MemOSre-run=Official MemOS...re-run=Official MemOS scripts2026.01341,424