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Robotic Manipulation Planning on EToT Manipulation Task Suite Short and Long Horizon

88.8Average Success RateEToT
13.432.97552.5572.125Dec 9, 2025

Evaluation results

MethodLinks
EToTModel Type=Full2025.1288.8————————
Reflect*Reasoning=Oracle-level reflective reasoning2025.1266.3————————
ReKep w/ CoTPrompting=Chain-of-Thought2025.1238.8————————
ReKep2025.1216.3————————