{"url":"/dataset/dfw","name":"DFW","full_name":"Disguised Faces in the Wild","description_markdown":"Contains over 11000 images of 1000 identities with different types of disguise accessories. The dataset is collected from the Internet, resulting in unconstrained face images similar to real world settings. \r\n\r\nSource: [Recognizing Disguised Faces in the Wild](/paper/recognizing-disguised-faces-in-the-wild)","description_withheld":null,"homepage":"http://iab-rubric.org/resources/dfw.html","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/recognizing-disguised-faces-in-the-wild","title":"Recognizing Disguised Faces in the Wild","first_author":"Maneet Singh","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Face Recognition","url":"/task/face-recognition","datasets_with_task":"/datasets/task/face-recognition"},{"name":"Heterogeneous Face Recognition","url":"/task/heterogeneous-face-recognition","datasets_with_task":"/datasets/task/heterogeneous-face-recognition"},{"name":"Disguised Face Verification","url":"/task/disguised-face-verification","datasets_with_task":"/datasets/task/disguised-face-verification"}],"languages":[],"variants":["Disguised Faces in the Wild","Disguised Faces in the Wild 2019","DFW"],"data_loaders":[],"num_papers_in_archive":7,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/disguised-face-verification-on-disguised","task":"Disguised Face Verification","dataset_variant":"Disguised Faces in the Wild","rows":2,"metrics":["GAR @0.1% FAR","GAR @1% FAR","GAR @10% FAR"],"first_row_in_archive_order":{"model":"DisguiseNet","paper":"/paper/disguisenet-a-contrastive-approach-for","metrics":{"GAR @0.1% FAR":"23.25","GAR @1% FAR":"60.89","GAR @10% FAR":"98.99"},"code_links":[{"title":"pvskand/DisguiseNet","url":"https://github.com/pvskand/DisguiseNet"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/heterogeneous-face-recognition-on-disguised-1","task":"Heterogeneous Face Recognition","dataset_variant":"Disguised Faces in the Wild","rows":2,"metrics":["GAR @0.1% FAR Impersonation","GAR @0.1% FAR Obfuscation","GAR @0.1% FAR Overall","GAR @1% FAR Impersonation","GAR @1% FAR Obfuscation","GAR @1% FAR Overall"],"first_row_in_archive_order":{"model":"A-LINK","paper":"/paper/a-link-recognizing-disguised-faces-via-active","metrics":{"GAR @0.1% FAR Impersonation":"75.38","GAR @0.1% FAR Obfuscation":"72.13","GAR @0.1% FAR Overall":"72.72","GAR @1% FAR Impersonation":"95.73","GAR @1% FAR Obfuscation":"88.97","GAR @1% FAR Overall":"89.3"},"code_links":[{"title":"iamgroot42/A-LINK","url":"https://github.com/iamgroot42/A-LINK"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/heterogeneous-face-recognition-on-disguised-2","task":"Heterogeneous Face Recognition","dataset_variant":"Disguised Faces in the Wild 2019","rows":2,"metrics":["GAR @0.01% FAR Impersonation","GAR @0.01% FAR Obfuscation","GAR @0.01% FAR Overall","GAR @0.01% FAR Plastic Surgery","GAR @0.1% FAR Impersonation","GAR @0.1% FAR Obfuscation","GAR @0.1% FAR Overall","GAR @0.1% FAR Plastic Surgery"],"first_row_in_archive_order":{"model":"A2-LINK","paper":"/paper/a2-link-recognizing-disguised-faces-via","metrics":{"GAR @0.01% FAR Impersonation":"54.40","GAR @0.01% FAR Obfuscation":"97.20","GAR @0.01% FAR Overall":"96.18","GAR @0.01% FAR Plastic Surgery":"96.00","GAR @0.1% FAR Impersonation":"79.2","GAR @0.1% FAR Obfuscation":"99.00","GAR @0.1% FAR Overall":"98.63","GAR @0.1% FAR Plastic Surgery":"98.80"},"code_links":[{"title":"iamgroot42/A-LINK","url":"https://github.com/iamgroot42/A-LINK"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/a2-link-recognizing-disguised-faces-via","title":"A2-LINK: Recognizing Disguised Faces via Active Learning and Adversarial Noise based Inter-Domain Knowledge","date":"2020-06-01","rows_on_this_dataset":3,"code_links":1,"syntology":null},{"paper":"/paper/a-link-recognizing-disguised-faces-via-active","title":"A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge","date":"2019-09-23","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/recognizing-disguised-faces-in-the-wild","title":"Recognizing Disguised Faces in the Wild","date":"2018-11-21","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/disguisenet-a-contrastive-approach-for","title":"DisguiseNet : A Contrastive Approach for Disguised Face Verification in the Wild","date":"2018-04-25","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."}