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ResearchFormerly WizWand

Continual-memory deployment on ALFWorld

60.21Success RateAuto-Dreamer
29.42637.41845.4153.402May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Auto-Dreamer2026.0560.2154.65
UMEM2026.0558.4353.15
Mem-α2026.0557.452.04
Reflexion2026.0549.1743.59
ExpeL2026.0533.5928.79
AWM2026.0532.7528.16
Memp2026.0531.427.09
LightMem2026.0531.1626.72
ReasoningBank2026.0531.1126.56
No memory2026.0530.8326.4
Mem02026.0530.6125.81