{"url":"/dataset/mfw","name":"MFW+ (U-M)","full_name":null,"description_markdown":"MFW+ is a benchmark dataset for masked face recognition and an extended version of MFW. The original MFW, published as a benchmark for masked face recognition, is composed of 300 IDs and 3,000 images. However, with two duplicate IDs found in MFW, the dataset actually contains 298 unique IDs and 2,980 images. To evaluate models under various mask conditions and environments, we manually gathered additional data from the web. The refined and extended MFW, which we named MFW+, contains 606 IDs, 2,911 unmasked face images, and 2,838 masked face images.\r\nPaper: https://bmvc2022.mpi-inf.mpg.de/0723.pdf","description_withheld":null,"homepage":"https://github.com/kim1102/PPL-MFR","introduced_date":"2022-11-21","introduced_date_note":null,"introduced_by":{"paper":"/paper/ppl-pairwise-prototype-learning-for-masked","title":"PPL: Pairwise Prototype Learning for Masked Face Recognition","first_author":"Kim","url":null},"license":null,"modalities":[],"tasks":[{"name":"Face Recognition","url":"/task/face-recognition","datasets_with_task":"/datasets/task/face-recognition"}],"languages":[],"variants":["MFW+ (U-M)"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/face-recognition-on-mfw","task":"Face Recognition","dataset_variant":"MFW+ (U-M)","rows":3,"metrics":["TAR@FAR=0.0001"],"first_row_in_archive_order":{"model":"AdaFace+PPL","paper":"/paper/ppl-pairwise-prototype-learning-for-masked","metrics":{"TAR@FAR=0.0001":"84.27"},"code_links":[{"title":"kim1102/PPL-MFR","url":"https://github.com/kim1102/PPL-MFR"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/ppl-pairwise-prototype-learning-for-masked","title":"PPL: Pairwise Prototype Learning for Masked Face Recognition","date":"2022-11-21","rows_on_this_dataset":3,"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."}