Personalized memory reasoning on PERSONAMEM benchmark leaderboard · SOTA2 Research

Personalized memory reasoning on PERSONAMEM

67.81Recall User Shared FactsAdaMem

Evaluation Results

Method	Links
AdaMem2026.03		67.81	21.51	61.15	89.9	65.45	73.68	63.25
A-Mem2026.03		63.01	27.96	54.68	85.86	69.09	57.89	59.75
Mem02026.03		32.13	15.05	54.68	80.81	52.73	57.89	48.55
LangMem2026.03		31.29	24.73	53.24	81.82	40	8.77	40.64