Memory Extraction on HaluMem benchmark leaderboard · SOTA2 Research

Memory Extraction on HaluMem

95.66Memory AccuracyMemReader-0.6B

Evaluation Results

Method	Links
MemReader-0.6B2026.04		95.66	—	88.4	91.38	99.82	33.84	93.76
Memobase2026.01		92.24	14.55	—	—	—	—	—
MemReader-4B-GRPO2026.04		91.98	—	96.57	97.19	99.91	19.18	98.21
MemReader-4B-SFT2026.04		91.31	—	93.56	95.49	99.86	18.24	96.61
Supermemory2026.01		90.32	41.53	—	—	—	—	—
ProMem2026.01		89.47	73.8	—	—	—	—	—
AtomMem2026.06		87.5	—	0.28	0.39	—	—	0.56
Mem02026.01		86.26	42.91	—	—	—	—	—
MemAgent2026.06		82.02	—	12.39	15.31	—	—	22.03
TRUSTMEM2026.06		67.81	—	56.73	67.45	—	—	69.45
Mem-T2026.06		67.13	—	36.6	46.85	—	—	52.69
Mem0-Graph2026.04		61.86	—	43.28	65.52	87.2	55.7	57.85
Mem02026.04		60.86	—	42.91	65.03	86.26	56.8	57.31
Mem02026.06		60.86	—	42.91	65.03	—	—	57.31
Supermemory2026.04		60.83	—	41.53	64.76	90.32	51.77	56.9
Supermemory2026.06		60.83	—	41.53	64.76	—	—	56.9
MemOS2026.04		59.55	—	74.07	84.81	86.25	44.94	79.7
Memobase2026.04		32.29	—	14.55	25.88	92.24	80.78	25.13
Memobase2026.06		32.29	—	14.55	25.88	—	—	25.13