Our new X account is live! Follow @wizwand_team for updates

Memory-Augmented Dialogue on PersonaMem v1.0 (test)

74.53Overall Score

PersonaTree-ALL

Updated 4d ago

Evaluation Results

Method
PersonaTree-ALL 2026.01	74.53	81.4	70.91	26.88	92.93	82.01	87.72	82.35	-
PersonaTree-ALL 2026.01	73.34	88.37	69.09	31.18	91.92	69.78	87.72	76.47	-
FluxMem 2026.02	72.43	85.27	70.91	36.56	91.92	65.47	-	-	82.46
PersonaTree-ALL 2026.01	70.8	88.37	63.64	24.73	86.87	68.35	91.23	70.59	-
ALL Dialogue 2026.01	64.86	69.77	63.64	11.83	84.85	73.38	84.21	70.59	-
MemoryOS 2026.01	64.52	79.84	65.45	16.13	87.88	64.75	66.67	64.71	-
ALL Dialogue 2026.01	63.84	78.29	61.82	12.9	81.82	65.47	77.19	76.47	-
O-Mem 2026.02	63.25	67.81	65.45	21.51	89.9	61.15	-	-	73.68
MemoryOS 2026.01	61.97	75.19	67.27	9.68	80.81	63.31	73.68	70.59	-
MemoryOS 2026.01	61.97	64.34	76.36	11.83	82.83	66.19	73.68	76.47	-
Mem0 2026.01	61.8	82.95	47.27	7.53	83.84	63.31	71.93	70.59	-
ALL Dialogue 2026.01	61.8	79.07	63.64	15.05	87.88	53.96	68.42	70.59	-
A-Mem 2026.01	60.61	76.74	43.64	6.45	85.86	64.03	71.93	76.47	-
A-Mem 2026.01	60.44	80.62	50.91	8.6	85.86	66.19	47.37	70.59	-
Mem0 2026.01	60.27	77.52	54.55	9.68	85.86	64.03	50.88	76.47	-
Memory OS 2026.02	59.97	72.72	72.72	17.2	78.79	58.27	-	-	56.14
A-Mem 2026.02	59.75	63.01	69.09	27.96	85.86	54.68	-	-	57.89
LangMem 2026.01	57.39	75.97	50.91	10.75	79.8	63.31	45.61	52.94	-
LangMem 2026.01	56.54	62.79	54.55	18.28	78.79	66.19	49.12	41.18	-
LangMem 2026.01	56.37	72.87	52.73	9.68	78.79	61.15	50.88	47.06	-
Only LLM 2026.01	54.33	62.02	43.64	8.6	84.85	71.22	28.07	52.94	-
Only LLM 2026.01	52.63	59.69	43.64	5.38	80.81	65.47	42.11	52.94	-
HippoRAG 2 2026.02	51.87	76.74	23.64	33.33	78.79	56.12	-	-	38.6
Mem0 2026.02	48.55	32.13	52.73	15.05	80.81	54.68	-	-	57.89
Mem0 2026.01	47.71	32.56	52.73	21.51	73.74	57.55	47.37	58.82	-
A-Mem 2026.01	47.03	27.13	45.45	27.96	76.77	55.4	43.86	76.47	-
Only LLM 2026.01	44.14	30.23	38.18	19.35	76.77	55.4	38.6	41.18	-
LangMem 2026.02	40.64	31.29	40	24.73	81.82	53.24	-	-	8.77