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Task Planning on Mug task scenario Soak the mug

10.9Average Execution Time (s)MLDT
7.79628.74849.770.652Jan 6, 2026

Evaluation results

MethodLinks
MLDT2026.0110.9
ZKTP - No RefineRefinement=Disabled2026.0128.9
BCR2026.0145.9
SMART-LLM2026.0161.2
ZKTPRefinement=Enabled2026.0188.5