Where Do LLMs Get Lost? A Multi-Scale Diagnostic Benchmark for Spatial Navigation

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The poster asks which spatial representations best support LLM navigation, where LLMs fail across spatial scales, and what levels of spatial decision-making should be delegated to an LLM in a hybrid navigation agent.

Download the poster (PDF) · Project page and code · Paper

Participants beside the IGSSE banner at the 2026 IGSSE Forum Forum participants around a sculpture in the grounds
IGSSE Forum, May 2026.