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Robotic Manipulation on Simulation Long-Horizon

67.08Success RateBest Hierarchy
23.628834.909446.1957.4706Jun 9, 2026

Evaluation results

MethodLinks
Best HierarchyConfiguration=Combination of best-performing parameters: cross-episodic memory, thinking VLM, contact-based observation, success-based termination2026.0667.08
Naive HierarchyConfiguration=Combination of naively-chosen parameters: no memory, VLM without thinking, raw observation, fixed-horizon termination2026.0640.56
Flat VLAConfiguration=No VLM planner; task prompt directly passed to low-level VLA2026.0625.3