{"url":"/dataset/uda-ch","name":"UDA-CH","full_name":"Unsupervised Domain Adaptation on Cultural Heritage","description_markdown":"UDA-CH contains 16 objects that cover a variety of artworks which can be found in a museum like sculptures, paintings and books. Specifically, the dataset has been collected inside the cultural site “Galleria Regionale di Palazzo Bellomo” located in Siracusa, Italy.\r\n\r\nSource: [An Unsupervised Domain Adaptation Scheme for Single-Stage Artwork Recognition in Cultural Sites](https://arxiv.org/pdf/2008.01882.pdf)","description_withheld":null,"homepage":"https://iplab.dmi.unict.it/EGO-CH-OBJ-UDA/#dataset","introduced_date":"2020-08-04","introduced_date_note":null,"introduced_by":{"paper":"/paper/synthetic-to-real-unsupervised-domain","title":"An Unsupervised Domain Adaptation Scheme for Single-Stage Artwork Recognition in Cultural Sites","first_author":"Giovanni Pasqualino","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Object Detection","url":"/task/object-detection","datasets_with_task":"/datasets/task/object-detection"},{"name":"Image-to-Image Translation","url":"/task/image-to-image-translation","datasets_with_task":"/datasets/task/image-to-image-translation"},{"name":"Unsupervised Domain Adaptation","url":"/task/unsupervised-domain-adaptation","datasets_with_task":"/datasets/task/unsupervised-domain-adaptation"}],"languages":[],"variants":["UDA-CH"],"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/unsupervised-domain-adaptation-on-uda-ch","task":"Unsupervised Domain Adaptation","dataset_variant":"UDA-CH","rows":1,"metrics":["mAP@0.50"],"first_row_in_archive_order":{"model":"DA-RetinaNet","paper":"/paper/synthetic-to-real-unsupervised-domain","metrics":{"mAP@0.50":"58.01"},"code_links":[{"title":"fpv-iplab/DA-RetinaNet","url":"https://github.com/fpv-iplab/DA-RetinaNet"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/synthetic-to-real-unsupervised-domain","title":"An Unsupervised Domain Adaptation Scheme for Single-Stage Artwork Recognition in Cultural Sites","date":"2020-08-04","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."}