Author

Zhe Jiang

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Review Aug 2026

GISAgentBench: A Practitioner-Sourced Benchmark for Evaluating LLM Agents on GIS Tasks

GISAgentBench is introduced, a benchmark of 349 multi-step GIS tasks curated from GIS Stack Exchange and instantiated on real public data across six selected geographic areas of interest, enabling strict, deterministic, tolerance-aware output matching beyond LLM judging.

Abhinav Pothuri, Zhe Jiang, Zelin Xu et al. · 0 citations