ResearchBenchmarksRefusal Prediction on LoCoMo fullRefusal Prediction on LoCoMo fullFollow73.3PrecisionREMem37.52446.81256.165.388Feb 13, 2026Evaluation resultsMethodMethodLinksPrecisionRecallF1 ScoreREMem# of Refusals=344# of Refusals=3442026.0273.356.864Mem0# of Refusals=90# of Refusals=902026.02408.113.5Graphiti# of Refusals=954# of Refusals=9542026.0238.983.653.1