{"url":"/dataset/mapeval-visual","name":"MapEval-Visual","full_name":null,"description_markdown":"MapEval-Visual contains 400 image-question-answer triplets. Each question is paired with a snapshot from google maps website. The task is the answer question based on the provided map snapshot.","description_withheld":null,"homepage":"https://mapeval.github.io/","introduced_date":"2024-12-31","introduced_date_note":null,"introduced_by":{"paper":"/paper/mapeval-a-map-based-evaluation-of-geo-spatial","title":"MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models","first_author":"Mahir Labib Dihan","url":null},"license":{"name":"CC BY: Creative Commons Attribution","url":"https://creativecommons.org/licenses/by/4.0/"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Visual Question Answering","url":"/task/visual-question-answering-1","datasets_with_task":"/datasets/task/visual-question-answering-1"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["MapEval-Visual"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/MapEval/MapEval-Visual","frameworks":["tf","pytorch","jax"]}],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/visual-question-answering-on-mapeval-visual","task":"Visual Question Answering","dataset_variant":"MapEval-Visual","rows":1,"metrics":["Accuracy (% )"],"first_row_in_archive_order":{"model":"Claude-3.5-Sonnet","paper":"/paper/mapeval-a-map-based-evaluation-of-geo-spatial","metrics":{"Accuracy (% )":"61.65"},"code_links":[{"title":"MapEval/MapEval-Visual","url":"https://github.com/MapEval/MapEval-Visual"},{"title":"MapEval/MapEval-API","url":"https://github.com/MapEval/MapEval-API"},{"title":"MapEval/MapEval-Textual","url":"https://github.com/MapEval/MapEval-Textual"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/mapeval-a-map-based-evaluation-of-geo-spatial","title":"MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models","date":"2024-12-31","rows_on_this_dataset":1,"code_links":3,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":3,"samples_ran":3,"samples_unverified":0,"pointer_only_for_licence":3,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":3,"samples_ran":3,"samples_unverified":0,"pointer_only_for_licence":3,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}