{"url":"/dataset/diveface","name":"DiveFace","full_name":null,"description_markdown":"A new face annotation dataset with balanced distribution between genders and ethnic origins. \r\n\r\nSource: [SensitiveNets: Learning Agnostic Representations with Application to Face Images](/paper/sensitivenets-learning-agnostic)","description_withheld":null,"homepage":"https://github.com/BiDAlab/DiveFace","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/sensitivenets-learning-agnostic","title":"SensitiveNets: Learning Agnostic Representations with Application to Face Images","first_author":"Aythami Morales","url":null},"license":null,"modalities":[],"tasks":[{"name":"Face Recognition","url":"/task/face-recognition","datasets_with_task":"/datasets/task/face-recognition"},{"name":"Fairness","url":"/task/fairness","datasets_with_task":"/datasets/task/fairness"},{"name":"Facial Attribute Classification","url":"/task/facial-attribute-classification","datasets_with_task":"/datasets/task/facial-attribute-classification"}],"languages":[],"variants":["DiveFace"],"data_loaders":[{"repo":"https://github.com/BiDAlab/DiveFace","url":"https://github.com/BiDAlab/DiveFace","frameworks":[]}],"num_papers_in_archive":11,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/facial-attribute-classification-on-diveface","task":"Facial Attribute Classification","dataset_variant":"DiveFace","rows":1,"metrics":["Accuracy (%)"],"first_row_in_archive_order":{"model":"Neighbour Learning","paper":"/paper/deep-generative-views-to-mitigate-gender","metrics":{"Accuracy (%)":"98.60"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/fairness-on-diveface","task":"Fairness","dataset_variant":"DiveFace","rows":1,"metrics":["Degree of Bias (DoB)"],"first_row_in_archive_order":{"model":"Neighbour Learning","paper":"/paper/deep-generative-views-to-mitigate-gender","metrics":{"Degree of Bias (DoB)":"0.49"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/deep-generative-views-to-mitigate-gender","title":"Deep Generative Views to Mitigate Gender Classification Bias Across Gender-Race Groups","date":"2022-08-17","rows_on_this_dataset":2,"code_links":0,"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."}