SpatialLLM

SpatialLLM

Urban spatial intelligence for LLMs

Description

Ask an LLM which parks are near a building or which road is closest, and it knows almost nothing about real urban space. SpatialLLM from Wuhan University is a framework that enhances LLMs with urban spatial intelligence, turning point clouds, OpenStreetMap and multi-view images into structured scene text.

LLMs can then handle complex urban spatial reasoning; published in JAG 2026.

Features



Multi-source:Point clouds, OSM and images.

Scene text:Structured descriptions.

Reasoning:City-scale Q&A.
Tags:llmmap