{"url":"/dataset/modanet","name":"ModaNet","full_name":null,"description_markdown":"ModaNet is a street fashion images dataset consisting of annotations related to RGB images. ModaNet provides multiple polygon annotations for each image. Each polygon is associated with a label from 13 meta fashion categories. The annotations are based on images in the PaperDoll image set, which has only a few hundred images annotated by the superpixel-based tool.\r\n\r\nSource: [ModaNet](https://github.com/eBay/modanet)\r\nImage Source: [ModaNet](https://github.com/eBay/modanet)","description_withheld":null,"homepage":"https://github.com/eBay/modanet","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/modanet-a-large-scale-street-fashion-dataset","title":"ModaNet: A Large-Scale Street Fashion Dataset with Polygon Annotations","first_author":"Shuai Zheng","url":null},"license":{"name":"CC BY-NC 4.0","url":"https://github.com/eBay/modanet/blob/master/LICENSE"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Object Detection","url":"/task/object-detection","datasets_with_task":"/datasets/task/object-detection"},{"name":"Semantic Segmentation","url":"/task/semantic-segmentation","datasets_with_task":"/datasets/task/semantic-segmentation"},{"name":"Pose Estimation","url":"/task/pose-estimation","datasets_with_task":"/datasets/task/pose-estimation"},{"name":"Fashion Understanding","url":"/task/fashion-understanding","datasets_with_task":"/datasets/task/fashion-understanding"}],"languages":[],"variants":["ModaNet Dev","ModaNet"],"data_loaders":[{"repo":"https://github.com/eBay/modanet","url":"https://github.com/eBay/modanet","frameworks":[]}],"num_papers_in_archive":19,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/fashion-understanding-on-modanet-dev","task":"Fashion Understanding","dataset_variant":"ModaNet Dev","rows":1,"metrics":["AP (Detection)"],"first_row_in_archive_order":{"model":"numb","paper":null,"metrics":{"AP (Detection)":"0.51"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[],"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."}