{"url":"/dataset/chicagofswild","name":"ChicagoFSWild","full_name":null,"description_markdown":"This is the home of a collaborative data collection effort by U. Chicago and TTI-Chicago researchers. This is to our knowledge the first collection of American Sign Language fingerspelling data \"in the wild,\" that is in naturally occurring (online) video.\r\n\r\nThe ChicagoFSWild data set contains 7304 ASL fingerspelling sequences signed by 160 signers, carefully annotated by students who have studied ASL.","description_withheld":null,"homepage":"https://home.ttic.edu/~klivescu/ChicagoFSWild.htm","introduced_date":"2019-08-28","introduced_date_note":null,"introduced_by":{"paper":"/paper/fingerspelling-recognition-in-the-wild-with","title":"Fingerspelling recognition in the wild with iterative visual attention","first_author":"Bowen Shi","url":null},"license":{"name":"None","url":"https://home.ttic.edu/~klivescu/ChicagoFSWild.htm#download"},"modalities":[{"name":"Videos","url":"/datasets/modality/videos"},{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Sign Language Recognition","url":"/task/sign-language-recognition","datasets_with_task":"/datasets/task/sign-language-recognition"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["ChicagoFSWild"],"data_loaders":[],"num_papers_in_archive":11,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/sign-language-recognition-on-chicagofswild","task":"Sign Language Recognition","dataset_variant":"ChicagoFSWild","rows":3,"metrics":["CER (%)"],"first_row_in_archive_order":{"model":"HandReader_RGB_KP","paper":"/paper/handreader-advanced-techniques-for-efficient","metrics":{"CER (%)":"27.1"},"code_links":[{"title":"ai-forever/handreader","url":"https://github.com/ai-forever/handreader"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/handreader-advanced-techniques-for-efficient","title":"HandReader: Advanced Techniques for Efficient Fingerspelling Recognition","date":"2025-05-15","rows_on_this_dataset":3,"code_links":1,"syntology":null}],"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."}