Dataset · Hugging Face

mapspatial/map-spatial-benchmark

Name: map-spatial-benchmark
Creator: mapspatial
License: cc-by-4.0
Keywords: task_categories:visual-question-answering, language:en, license:cc-by-4.0, size_categories:10K<n<100K, format:json, modality:image, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, spatial-reasoning, map-understanding, multi-choice-qa

Map-based Spatial Reasoning Benchmark A multi-view map-based spatial reasoning benchmark. Each row is one multiple-choice question instance over a registered map image; models must answer with a single option letter. Four tasks (T1–T4), four base-map views, and controlled evidence conditions (direct / query / oracle) and world perturbations (transform / world layers) allow fine-grained analysis of spatial reasoning robustness. Task overview Task Question… See the full description on the dataset page: https://huggingface.co/datasets/mapspatial/map-spatial-benchmark.

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Author / organization	mapspatial
License (as declared)	cc-by-4.0
Downloads	303 (as reported by Hugging Face)
Likes	0
Created	7 September 2026
Last updated at source	16 September 2026

spatial-reasoningmap-understandingmulti-choice-qa

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