{"url":"/dataset/idesigner","name":"iDesigner","full_name":"iDesigner","description_markdown":"Fashion trends are constantly evolving, but a trained eye can estimate with some accuracy the signature elements of a particular designer's style.\r\n\r\n50,000 runway images, spanning 50 fashion designers, from our large repository of proprietary front row images from fashion shows over the past 15 years. The data includes a variety of fashion items, including: shoes, bags, dress, jackets etc.","description_withheld":null,"homepage":"https://sites.google.com/view/fgvc6/competitions/idesigner-2019","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Reconstruction","url":"/task/reconstruction","datasets_with_task":"/datasets/task/reconstruction"},{"name":"Pose Transfer","url":"/task/pose-transfer","datasets_with_task":"/datasets/task/pose-transfer"},{"name":"Subject Transfer","url":"/task/subject-transfer","datasets_with_task":"/datasets/task/subject-transfer"}],"languages":[],"variants":["iDesigner"],"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/pose-transfer-on-idesigner","task":"Pose Transfer","dataset_variant":"iDesigner","rows":1,"metrics":["S-FID"],"first_row_in_archive_order":{"model":"SCAM","paper":"/paper/scam-transferring-humans-between-images-with","metrics":{"S-FID":"26.9"},"code_links":[{"title":"nicolas-dufour/SCAM","url":"https://github.com/nicolas-dufour/SCAM"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/reconstruction-on-idesigner","task":"Reconstruction","dataset_variant":"iDesigner","rows":1,"metrics":["PSNR","R-FID"],"first_row_in_archive_order":{"model":"SCAM","paper":"/paper/scam-transferring-humans-between-images-with","metrics":{"PSNR":"21.4","R-FID":"13.2"},"code_links":[{"title":"nicolas-dufour/SCAM","url":"https://github.com/nicolas-dufour/SCAM"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/scam-transferring-humans-between-images-with","title":"SCAM! Transferring humans between images with Semantic Cross Attention Modulation","date":"2022-10-10","rows_on_this_dataset":2,"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."}