{"url":"/dataset/iconart","name":"IconArt","full_name":null,"description_markdown":"This dataset contains 5955 painting images (from WikiCommons) : a train set of 2978 images and a test set of 2977 images (for classification task). 1480 of the 2977 images are annotated with bounding boxes for 7 iconographic classes : ‘angel’,‘Child_Jesus’,‘crucifixion_of_Jesus’,‘Mary’,‘nudity’, ‘ruins’,‘Saint_Sebastien’.\r\n\r\nThe dataset IconArt dataset was introduced in the following paper : \"Weakly Supervised Object Detection in Artworks\" Gonthier et al. ECCV 2018 Workshop Computer Vision for Art Analysis - VISART 2018.\r\n\r\nhttps://wsoda.telecom-paristech.fr/ \r\nhttps://zenodo.org/record/4737435","description_withheld":null,"homepage":"https://zenodo.org/record/4737435","introduced_date":"2018-10-05","introduced_date_note":null,"introduced_by":{"paper":"/paper/weakly-supervised-object-detection-in","title":"Weakly Supervised Object Detection in Artworks","first_author":"Nicolas Gonthier","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Weakly Supervised Object Detection","url":"/task/weakly-supervised-object-detection","datasets_with_task":"/datasets/task/weakly-supervised-object-detection"}],"languages":[],"variants":["IconArt"],"data_loaders":[],"num_papers_in_archive":7,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/weakly-supervised-object-detection-on-iconart","task":"Weakly Supervised Object Detection","dataset_variant":"IconArt","rows":2,"metrics":["MAP"],"first_row_in_archive_order":{"model":"MI_Net [wang_revisiting_2018]","paper":"/paper/multiple-instance-learning-on-deep-features","metrics":{"MAP":"15.1"},"code_links":[{"title":"ngonthier/Mi_max","url":"https://github.com/ngonthier/Mi_max"},{"title":"nicaogr/Mi_max","url":"https://github.com/nicaogr/Mi_max"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/multiple-instance-learning-on-deep-features","title":"Multiple instance learning on deep features for weakly supervised object detection with extreme domain shifts","date":"2020-08-03","rows_on_this_dataset":1,"code_links":2,"syntology":null},{"paper":"/paper/weakly-supervised-object-detection-in","title":"Weakly Supervised Object Detection in Artworks","date":"2018-10-05","rows_on_this_dataset":1,"code_links":2,"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."}