{"url":"/dataset/exact-street2shop","name":"Exact Street2Shop","full_name":null,"description_markdown":"A dataset containing 404,683 shop photos collected from 25 different online retailers and 20,357 street photos, providing a total of 39,479 clothing item matches between street and shop photos.\r\n\r\nSource: [Where to Buy It: Matching Street Clothing Photos in Online Shops](/paper/where-to-buy-it-matching-street-clothing)","description_withheld":null,"homepage":"http://tamaraberg.com/street2shop/","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/where-to-buy-it-matching-street-clothing","title":"Where to Buy It: Matching Street Clothing Photos in Online Shops","first_author":"M. Hadi Kiapour","url":null},"license":null,"modalities":[],"tasks":[{"name":"Recommendation Systems","url":"/task/recommendation-systems","datasets_with_task":"/datasets/task/recommendation-systems"},{"name":"Image Retrieval","url":"/task/image-retrieval","datasets_with_task":"/datasets/task/image-retrieval"},{"name":"Product Recommendation","url":"/task/product-recommendation","datasets_with_task":"/datasets/task/product-recommendation"}],"languages":[],"variants":["Exact Street2Shop"],"data_loaders":[],"num_papers_in_archive":15,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/image-retrieval-on-exact-street2shop","task":"Image Retrieval","dataset_variant":"Exact Street2Shop","rows":3,"metrics":["Rank-1","Rank-10","Rank-20","mAP","Rank-50"],"first_row_in_archive_order":{"model":"CTL Model (ResNet50-IBN-A, 320x320)","paper":"/paper/on-the-unreasonable-effectiveness-of-1","metrics":{"Rank-1":"53.7","Rank-10":"70.9","Rank-20":"75.0","Rank-50":"79.2","mAP":"59.8"},"code_links":[{"title":"mikwieczorek/centroids-reid","url":"https://github.com/mikwieczorek/centroids-reid"},{"title":"lannguyen0910/deep-efficient-reid","url":"https://github.com/lannguyen0910/deep-efficient-reid"},{"title":"lannguyen0910/deep-efficient-person-reid","url":"https://github.com/lannguyen0910/deep-efficient-person-reid"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/on-the-unreasonable-effectiveness-of-1","title":"On the Unreasonable Effectiveness of Centroids in Image Retrieval","date":"2021-04-28","rows_on_this_dataset":2,"code_links":3,"syntology":null},{"paper":"/paper/a-strong-baseline-for-fashion-retrieval-with","title":"A Strong Baseline for Fashion Retrieval with Person Re-Identification Models","date":"2020-03-09","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."}