Continual-memory deployment on ALFWorld benchmark leaderboard · SOTA2 Research

Continual-memory deployment on ALFWorld

60.21Success RateAuto-Dreamer

Evaluation Results

Method	Links
Auto-Dreamer2026.05		60.21	54.65
UMEM2026.05		58.43	53.15
Mem-α2026.05		57.4	52.04
Reflexion2026.05		49.17	43.59
ExpeL2026.05		33.59	28.79
AWM2026.05		32.75	28.16
Memp2026.05		31.4	27.09
LightMem2026.05		31.16	26.72
ReasoningBank2026.05		31.11	26.56
No memory2026.05		30.83	26.4
Mem02026.05		30.61	25.81