{"url":"/dataset/book-cover-dataset","name":"Book Cover Dataset","full_name":null,"description_markdown":"A new challenging dataset that can be used for many pattern recognition tasks.\r\n\r\nSource: [Judging a Book By its Cover](/paper/judging-a-book-by-its-cover)","description_withheld":null,"homepage":"https://github.com/uchidalab/book-dataset","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/judging-a-book-by-its-cover","title":"Judging a Book By its Cover","first_author":"Brian Kenji Iwana","url":null},"license":null,"modalities":[],"tasks":[{"name":"Image Classification","url":"/task/image-classification","datasets_with_task":"/datasets/task/image-classification"},{"name":"Genre classification","url":"/task/genre-classification","datasets_with_task":"/datasets/task/genre-classification"},{"name":"Font Generation","url":"/task/font-generation","datasets_with_task":"/datasets/task/font-generation"},{"name":"Word Embeddings","url":"/task/word-embeddings","datasets_with_task":"/datasets/task/word-embeddings"}],"languages":[],"variants":["Book Cover Dataset"],"data_loaders":[{"repo":"https://github.com/uchidalab/book-dataset","url":"https://github.com/uchidalab/book-dataset","frameworks":[]}],"num_papers_in_archive":7,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/genre-classification-on-book-cover-dataset","task":"Genre classification","dataset_variant":"Book Cover Dataset","rows":2,"metrics":["Top 1 Accuracy"],"first_row_in_archive_order":{"model":"AlexNet","paper":"/paper/judging-a-book-by-its-cover","metrics":{"Top 1 Accuracy":"24.7%"},"code_links":[{"title":"uchidalab/book-dataset","url":"https://github.com/uchidalab/book-dataset"},{"title":"akshaybhatia10/Book-Genre-Classification","url":"https://github.com/akshaybhatia10/Book-Genre-Classification"},{"title":"adamjeanlaurent/Book-Recommender","url":"https://github.com/adamjeanlaurent/Book-Recommender"},{"title":"SeaOfFrost/BookCoverClassifier","url":"https://github.com/SeaOfFrost/BookCoverClassifier"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/judging-a-book-by-its-cover","title":"Judging a Book By its Cover","date":"2016-10-28","rows_on_this_dataset":2,"code_links":4,"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."}