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Embodied AI task execution on EmbodiedBench EB-ALFRED

86.69Average Success Rate

A-Mem

Updated 23d ago

Evaluation Results

Method	Links
A-Mem 2026.05		86.69	92	82.83	89	88.17	86.67	81.5
G-Mem 2026.05		84.23	85.71	85.33	83.67	84.5	82.67	83.5
Mem0 2026.05		83.33	85	84.66	86.33	84.83	80.67	78.5
LangMem 2026.05		83.01	85.67	79.22	80.56	86.14	85.5	81
No Mem 2026.05		68.47	76.67	65.33	67.33	72.5	67	62
LangMem 2026.05		57.94	79.83	63	66.33	55.17	51.33	32
A-Mem 2026.05		57.8	58.33	58.83	59.33	48.83	57	64.5
G-Mem 2026.05		56.78	57.17	63.67	65.33	55.5	52	47
Mem0 2026.05		53.24	57.67	65.33	67.33	56.12	47.99	25
MemCompiler 2026.05		48.64	56.22	60.9	56.32	47.67	48	22.75
MemCompiler 2026.05		44.53	44.67	61.52	62.33	45.89	42.45	10.37
A-Mem 2026.05		42.45	55.17	53.83	45.33	41.67	42.67	16
Langmem 2026.05		41.72	47.83	52.83	54	39.67	37	19
No Mem 2026.05		41.29	66.99	48.33	42.33	43.92	36.67	9.5
Mem0 2026.05		41.08	49.17	50.83	52.33	38.33	36.33	19.5
G-Mem 2026.05		39.08	46	44.5	46.5	38	30	29.5
No Mem 2026.05		29.69	36	31.83	38.17	35.5	26.17	10.5
No Mem 2026.05		28.86	33.67	32.33	36.67	25.83	31.67	13
Mem0 2026.05		23.44	28	25.83	37.33	25	17	7.5
Langmem 2026.05		22.69	29.17	27.33	35.49	20	19.67	4.5
MemGen 2026.05		21.62	33.64	29.31	20.11	12.67	25.47	8.5
MemGen 2026.05		15.4	19.64	17.31	24.22	12.67	15.33	3.2
G-Mem 2026.05		13.53	10	20.67	14.67	21.67	11.67	2.5
A-Mem 2026.05		11.02	12.33	15.67	15.33	15.99	6.3	0.5