{"url":"/dataset/dude","name":"DUDE","full_name":"Document UnderstanDing of Everything","description_markdown":"DUDE is formulated as an instance of Document Question Answering (DocQA) to evaluate how well current solutions deal with multi-page documents, if they can navigate and reason over the layout, and if they can generalize these skills to different document types and domains. Since we cannot provide question-answer pairs about, e.g., ticked checkboxes, on each document instance or document type, the challenge presented by DUDE is characterized equally as a Multi-Domain Long-Tailed Recognition problem\r\n\r\nCompetition website: https://rrc.cvc.uab.es/?ch=23","description_withheld":null,"homepage":"https://rrc.cvc.uab.es/?ch=23","introduced_date":"2023-02-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/document-understanding-dataset-and-evaluation","title":"Document Understanding Dataset and Evaluation (DUDE)","first_author":"Jordy Van Landeghem","url":null},"license":{"name":"MIT","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"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":["DUDE"],"data_loaders":[],"num_papers_in_archive":26,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"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."}