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arXiv1d ago
5.0

GeoAgentBench: A Dynamic Execution Benchmark for Tool-Augmented Agents in Spatial Analysis

Bo Yu, Cheng Yang, Dongyang Hou, Chengfu Liu, Jiayao Liu, Chi Wang, Zhiming Zhang, Haifeng Li, Wentao Yang

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Analysis

Viral velocity
low
Implementation gapYES
Novelty7/10
Categorypaper
Topics
agentstoolgeospatialbenchmarking

Opportunity Brief

Build an execution-aware benchmark for GIS-augmented agents. Focus on multi-step geospatial workflows where dynamic runtime feedback is required.

Suggested repo: geoEval

"Move beyond text-only benchmarks; evaluate spatial reasoning agents in live GIS environments."

Estimated effort: 70h