{"url":"/dataset/mapeval-api","name":"MapEval-API","full_name":null,"description_markdown":"MapEval-Textual contains 300 question-answer pairs. The task is to answer question by fetching necessary informations using external Map APIs.","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":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Question Answering","url":"/task/question-answering","datasets_with_task":"/datasets/task/question-answering"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["MapEval-API"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/MapEval/MapEval-API","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/question-answering-on-mapeval-api-1","task":"Question Answering","dataset_variant":"MapEval-API","rows":2,"metrics":["Accuracy (%)"],"first_row_in_archive_order":{"model":"Claude-3.5-Sonnet (ReAct)","paper":"/paper/mapeval-a-map-based-evaluation-of-geo-spatial","metrics":{"Accuracy (%)":"64.00"},"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":2,"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."}