{"url":"/dataset/covid-19-image-data-collection","name":"COVID-19 Image Data Collection","full_name":null,"description_markdown":"Contains hundreds of frontal view X-rays and is the largest public resource for COVID-19 image and prognostic data, making it a necessary resource to develop and evaluate tools to aid in the treatment of COVID-19.\r\n\r\nSource: [COVID-19 Image Data Collection](/paper/covid-19-image-data-collection)","description_withheld":null,"homepage":"https://github.com/ieee8023/covid-chestxray-dataset","introduced_date":"2020-03-25","introduced_date_note":null,"introduced_by":{"paper":"/paper/covid-19-image-data-collection","title":"COVID-19 Image Data Collection","first_author":"Joseph Paul Cohen","url":null},"license":{"name":"Various","url":"https://github.com/ieee8023/covid-chestxray-dataset#license"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Biology","url":"/datasets/modality/biology"},{"name":"Biomedical","url":"/datasets/modality/biomedical"},{"name":"Medical","url":"/datasets/modality/medical"}],"tasks":[{"name":"Classification","url":"/task/classification-1","datasets_with_task":"/datasets/task/classification-1"},{"name":"COVID-19 Diagnosis","url":"/task/covid-19-detection","datasets_with_task":"/datasets/task/covid-19-detection"},{"name":"Data Augmentation","url":"/task/data-augmentation","datasets_with_task":"/datasets/task/data-augmentation"}],"languages":[],"variants":["COVID-19 Image Data Collection"],"data_loaders":[{"repo":"https://github.com/ieee8023/covid-chestxray-dataset","url":"https://github.com/ieee8023/covid-chestxray-dataset","frameworks":[]}],"num_papers_in_archive":35,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/classification-on-covid-19-image-data","task":"Classification","dataset_variant":"COVID-19 Image Data Collection","rows":1,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"MSTP","paper":"/paper/efficient-and-accurate-pneumonia-detection","metrics":{"Accuracy":"95.11"},"code_links":[{"title":"amirrezafateh/multi-scale-transformer-pneumonia","url":"https://github.com/amirrezafateh/multi-scale-transformer-pneumonia"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/efficient-and-accurate-pneumonia-detection","title":"Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach","date":"2024-08-08","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."}