{"url":"/dataset/herlev","name":"HErlev","full_name":"HErlev Pap Smear Dataset","description_markdown":"","description_withheld":null,"homepage":"http://mde-lab.aegean.gr/index.php/downloads","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Image Classification","url":"/task/image-classification","datasets_with_task":"/datasets/task/image-classification"}],"languages":[],"variants":["HErlev"],"data_loaders":[],"num_papers_in_archive":5,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/image-classification-on-herlev","task":"Image Classification","dataset_variant":"HErlev","rows":2,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"Fuzzy Distance Ensemble","paper":"/paper/a-fuzzy-distance-based-ensemble-of-deep","metrics":{"Accuracy":"98.58"},"code_links":[{"title":"rishavpramanik/CervicalFuzzyDistanceEnsemble","url":"https://github.com/rishavpramanik/CervicalFuzzyDistanceEnsemble"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/a-fuzzy-distance-based-ensemble-of-deep","title":"A fuzzy distance-based ensemble of deep models for cervical cancer detection","date":"2022-03-30","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/cervical-cytology-classification-using-pca","title":"Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection","date":"2021-06-09","rows_on_this_dataset":1,"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."}