Memory Construction Quality on RoleMemo 1.0 (test) benchmark leaderboard · SOTA2 Research

Memory Construction Quality on RoleMemo 1.0 (test)

80Interpretive Attribution Fact (Recall@10)DUALMEM-RL

Evaluation Results

Method	Links
DUALMEM-RL2026.05		80	78	74	71	75	76	79	67	77	73
DUALMEM-SFT2026.05		76	69	77	61	74	65	77	65	76	65
Mem02026.05		74	30	72	36	74	45	76	34	74	36
LightMem2026.05		70	31	72	35	68	39	65	29	69	33
O-Mem2026.05		70	27	66	38	70	35	66	30	68	33
PreMem2026.05		69	37	70	35	65	37	70	31	69	35
SimpleMem2026.05		69	35	70	41	70	48	71	41	70	41
Mirix2026.05		43	12	37	15	43	18	45	13	42	15
HiMem2026.05		37	22	35	36	37	27	38	23	37	27
Memalpha2026.05		15	5	23	10	21	10	21	9	20	8