{"url":"/dataset/squad-shifts","name":"SQuADShifts","full_name":null,"description_markdown":"Provides four new test sets for the Stanford Question Answering Dataset (SQuAD) and evaluate the ability of question-answering systems to generalize to new data. \r\n\r\nSource: [The Effect of Natural Distribution Shift on Question Answering Models](/paper/the-effect-of-natural-distribution-shift-on)","description_withheld":null,"homepage":"https://modestyachts.github.io/squadshifts-website/","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/the-effect-of-natural-distribution-shift-on","title":"The Effect of Natural Distribution Shift on Question Answering Models","first_author":"John Miller","url":null},"license":null,"modalities":[],"tasks":[{"name":"Question Answering","url":"/task/question-answering","datasets_with_task":"/datasets/task/question-answering"}],"languages":[],"variants":["SQuADShifts","squadshifts amazon","squadshifts new_wiki","squadshifts nyt","squadshifts reddit"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/ludwigschmidt/squadshifts","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/squadshifts","frameworks":["tf","pytorch","jax"]}],"num_papers_in_archive":9,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/question-answering-on-squadshifts-amazon","task":"Question Answering","dataset_variant":"squadshifts amazon","rows":0,"metrics":["Exact Match","F1"],"first_row_in_archive_order":null,"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/question-answering-on-squadshifts-new-wiki","task":"Question Answering","dataset_variant":"squadshifts new_wiki","rows":0,"metrics":["Exact Match","F1"],"first_row_in_archive_order":null,"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/question-answering-on-squadshifts-nyt","task":"Question Answering","dataset_variant":"squadshifts nyt","rows":0,"metrics":["Exact Match","F1"],"first_row_in_archive_order":null,"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"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."}