Deconstructing Spatial Complexity: Hierarchical Decomposition for LLM Spatial Reasoning

Yi Wang, Haojie Lu, Zhaofan Zhang +2

LLMs have shown remarkable proficiency in general language understanding and reasoning. However, they consistently underperform in spatial reasoning that severely limits their appl…