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Task Planning on Apple task scenario (Put the apple in the fridge)

8.1Avg Execution Time (s)ZKTP - No Refine
6.4617.5328.639.67Jan 6, 2026

Evaluation results

MethodLinks
ZKTP - No RefineRefinement=Disabled2026.018.1
BCR2026.0110.2
ZKTPRefinement=Enabled2026.0118.2
MLDT2026.0118.3
SMART-LLM2026.0149.1