ResearchBenchmarksMemory Recall Efficiency on LoCoMoMemory Recall Efficiency on LoCoMoFollow511.25Memory (tokens)TiMem209.14922,248.32964,287.516,326.6904Jan 6, 2026Evaluation resultsMethodMethodLinksMemory (tokens)P50 LatencyP95 LatencyTiMem2026.01511.252.354.91Mem02026.011,070.12.444.29MemOS2026.011,371.421.693.44A-MEM2026.012,431.41.747.23MemoryOS2026.014,659.091.662.21MemoryBank2026.018,063.779.4613.07