Tagged articles

Spatial-Agent

2 articles · Page 1 of 1
PaperAgent
PaperAgent
Jun 17, 2026 · Artificial Intelligence

Spatial-Agent: A New Concept‑Transformation Paradigm for Map Agents

The paper introduces Spatial‑Agent, which models geospatial question answering as a concept‑transformation process using a GeoFlow Graph intermediate representation, outlines a five‑step workflow, defines core concepts and functional roles, and demonstrates its effectiveness on MapEval‑API and MapQA benchmarks with detailed error and cost analyses.

BenchmarkGISGeoFlow Graph
0 likes · 13 min read
Spatial-Agent: A New Concept‑Transformation Paradigm for Map Agents
Machine Heart
Machine Heart
May 26, 2026 · Artificial Intelligence

Beyond Simple Map APIs: How Spatial‑Agent Enables LLMs to Build Executable Geo‑Analysis Workflows

Spatial‑Agent introduces a GeoFlow Graph middle layer that transforms natural‑language map queries into verifiable, step‑by‑step geospatial analysis workflows, showing significant accuracy gains on MapEval‑API and MapQA benchmarks and highlighting the importance of GIScience concepts for reliable LLM‑driven spatial reasoning.

GIScienceGeoFlow GraphLLM
0 likes · 12 min read
Beyond Simple Map APIs: How Spatial‑Agent Enables LLMs to Build Executable Geo‑Analysis Workflows