Structured Self-Consistency:A Multi-Task Evaluation of LLMs on VirtualHome

Jiaqi Xu, Tao Huang, Kai Zhang

Embodied AI requires agents to understand goals, plan actions, and execute tasks in simulated environments. We present a comprehensive evaluation of Large Language Models (LLMs) on…