ResearchTasksPerson understanding and persistent memoryPerson understanding and persistent memoryFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedLoCoMo-PlusPERSONATREE25.5Score21Jun 4, 2026RealMemPERSONATREE49.8Score21Jun 4, 2026CUPIDPERSONATREE63.5Score18Jun 4, 2026RealPrefPERSONATREE89.1Score18Jun 4, 2026KnowMePERSONATREE53.3Score18Jun 4, 2026