Dataset · Hugging Face

michael7ma/ogd4all-benchmark

Name: ogd4all-benchmark
Creator: michael7ma
License: mit
Keywords: task_categories:question-answering, task_categories:table-question-answering, language:de, language:en, language:fr, language:it, license:mit, size_categories:n<1K, format:json, modality:geospatial, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant

OGD4All Benchmark This is a 199-question benchmark that was used to evaluate the overall performance of OGD4All and different configurations (LLM, orchestration, ...). OGD4All is an LLM-based prototype system enabling an easy-to-use, transparent interaction with Geospatial Open Government Data through natural language. Each question requires GIS, SQL and/or topological operations on zero, one, or multiple datasets in GPKG or CSV formats to be answered. Tasks The… See the full description on the dataset page: https://huggingface.co/datasets/michael7ma/ogd4all-benchmark.

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Author / organization	michael7ma
License (as declared)	mit
Downloads	1.1K (as reported by Hugging Face)
Likes	1
Created	25 February 2026
Last updated at source	10 March 2026

agentopendataopen-government-dataogdgisgpkgcsvragzurichllmgeospatial

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