{"url":"/dataset/mp-idb","name":"MP-IDB","full_name":"MP-IDB: The Malaria Parasite Image Database for Image Processing and Analysis","description_markdown":"MP-IDB comprises four species of Malaria parasites: Falciparum, Malariae, Ovale, Vivax. For each species, there are four distinct stages of life, described in the filenames as follows:\r\n\r\nR: indicates the presence of 1 or more Ring stage parasites\r\nT: indicates the presence of 1 or more Trophozoite stage parasites\r\nS: indicates the presence of 1 or more Schizont stage parasites\r\nG: indicates the presence of 1 or more Gametocyte stage parasites.\r\nEach original image has its own ground-truth, provided by expert pathologists, while every image has been analyzed from left to right, therefore every filename indicates the presence of the parasites following this indication.","description_withheld":null,"homepage":"https://github.com/andrealoddo/MP-IDB-The-Malaria-Parasite-Image-Database-for-Image-Processing-and-Analysis","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"2D Object Detection","url":"/task/2d-object-detection","datasets_with_task":"/datasets/task/2d-object-detection"},{"name":"Medical Object Detection","url":"/task/medical-object-detection","datasets_with_task":"/datasets/task/medical-object-detection"},{"name":"Malaria Falciparum Detection","url":"/task/malaria-falciparum-detection","datasets_with_task":"/datasets/task/malaria-falciparum-detection"},{"name":"Medical Image Analysis","url":"/task/medical-image-analysis","datasets_with_task":"/datasets/task/medical-image-analysis"},{"name":"medical image detection","url":"/task/medical-image-detection","datasets_with_task":"/datasets/task/medical-image-detection"},{"name":"Malaria Vivax Detection","url":"/task/malaria-vivax-detection","datasets_with_task":"/datasets/task/malaria-vivax-detection"},{"name":"Malaria Malariae Detection","url":"/task/malaria-malariae-detection","datasets_with_task":"/datasets/task/malaria-malariae-detection"},{"name":"Malaria Ovale Detection","url":"/task/malaria-ovale-detection","datasets_with_task":"/datasets/task/malaria-ovale-detection"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["MP-IDB"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/malaria-falciparum-detection-on-mp-idb","task":"Malaria Falciparum Detection","dataset_variant":"MP-IDB","rows":1,"metrics":["AP"],"first_row_in_archive_order":{"model":"YOLO Para","paper":"/paper/a-deep-architecture-based-on-attention","metrics":{"AP":"86.5"},"code_links":[{"title":"Snarci/YOLO-Para","url":"https://github.com/Snarci/YOLO-Para"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/malaria-malariae-detection-on-mp-idb","task":"Malaria Malariae Detection","dataset_variant":"MP-IDB","rows":1,"metrics":["AP"],"first_row_in_archive_order":{"model":"YOLO Para","paper":"/paper/a-deep-architecture-based-on-attention","metrics":{"AP":"94.9"},"code_links":[{"title":"Snarci/YOLO-Para","url":"https://github.com/Snarci/YOLO-Para"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/malaria-ovale-detection-on-mp-idb","task":"Malaria Ovale Detection","dataset_variant":"MP-IDB","rows":1,"metrics":["AP"],"first_row_in_archive_order":{"model":"YOLO Para","paper":"/paper/a-deep-architecture-based-on-attention","metrics":{"AP":"95.1"},"code_links":[{"title":"Snarci/YOLO-Para","url":"https://github.com/Snarci/YOLO-Para"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/malaria-vivax-detection-on-mp-idb","task":"Malaria Vivax Detection","dataset_variant":"MP-IDB","rows":1,"metrics":["AP"],"first_row_in_archive_order":{"model":"YOLO Para","paper":"/paper/a-deep-architecture-based-on-attention","metrics":{"AP":"88.3"},"code_links":[{"title":"Snarci/YOLO-Para","url":"https://github.com/Snarci/YOLO-Para"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/a-deep-architecture-based-on-attention","title":"A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites in a realistic scenario","date":"2025-01-26","rows_on_this_dataset":4,"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."}