{"url":"/dataset/mctest","name":"MCTest","full_name":null,"description_markdown":"MCTest is a freely available set of stories and associated questions intended for research on the machine comprehension of text. \r\n\r\nMCTest requires machines to answer multiple-choice reading comprehension questions about fictional stories, directly tackling the high-level goal of open-domain machine comprehension.\r\n\r\nSource: [MCTest: A Challenge Dataset for the Open-Domain Machine Comprehension of Text](https://www.aclweb.org/anthology/D13-1020.pdf)\r\nImage Source: [Richardson et al](https://www.aclweb.org/anthology/D13-1020)","description_withheld":null,"homepage":"https://mattr1.github.io/mctest/","introduced_date":"2013-10-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/mctest-a-challenge-dataset-for-the-open","title":"MCTest: A Challenge Dataset for the Open-Domain Machine Comprehension of Text","first_author":"Matthew Richardson","url":null},"license":{"name":"Custom (see LICENSE.pdf)","url":"https://mattr1.github.io/mctest/data/MCTest.zip"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Question Answering","url":"/task/question-answering","datasets_with_task":"/datasets/task/question-answering"},{"name":"Reading Comprehension","url":"/task/reading-comprehension","datasets_with_task":"/datasets/task/reading-comprehension"},{"name":"Machine Reading Comprehension","url":"/task/machine-reading-comprehension","datasets_with_task":"/datasets/task/machine-reading-comprehension"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["MCTest-160","MCTest-500","MCTest"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/sagnikrayc/mctest","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/facebookresearch/ParlAI","url":"https://parl.ai/docs/tasks.html#mctest","frameworks":["pytorch"]}],"num_papers_in_archive":114,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/question-answering-on-mctest-500","task":"Question Answering","dataset_variant":"MCTest-500","rows":2,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"Parallel-Hierarchical","paper":"/paper/a-parallel-hierarchical-model-for-machine","metrics":{"Accuracy":"71%"},"code_links":[{"title":"Maluuba/mctest-model","url":"https://github.com/Maluuba/mctest-model"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/question-answering-on-mctest-160","task":"Question Answering","dataset_variant":"MCTest-160","rows":1,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"syntax, frame, coreference, and word embedding features","paper":"/paper/a-parallel-hierarchical-model-for-machine","metrics":{"Accuracy":"75.27%"},"code_links":[{"title":"Maluuba/mctest-model","url":"https://github.com/Maluuba/mctest-model"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/a-parallel-hierarchical-model-for-machine","title":"A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data","date":"2016-03-29","rows_on_this_dataset":3,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-25T09:33:49+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."}