{"url":"/task/synthetic-face-recognition","name":"Synthetic Face Recognition","slug":"synthetic-face-recognition","description_markdown":null,"categories":[{"name":"Computer Vision","url":"/area/computer-vision"},{"name":"Methodology","url":"/area/methodology"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":12,"papers_with_code":7,"benchmarks":5,"benchmark_tables_in_archive":5,"benchmark_tables_shown":5,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":3,"subtasks":0,"parent_tasks":1},"benchmarks":[{"leaderboard":"/sota/synthetic-face-recognition-on-agedb-30","slug":"synthetic-face-recognition-on-agedb-30","dataset":"AgeDB-30","dataset_url":null,"rows_in_archive":3,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"SynthDistill","paper_title":"SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data","paper_url":"/paper/synthdistill-face-recognition-with-knowledge","paper_date":"2023-08-28","arxiv_id":"2308.14852","code_links":[{"title":"otroshi/synthdistill","url":"https://github.com/otroshi/synthdistill"},{"title":"bob/bob.paper.ijcb2023_synthdistill","url":"https://gitlab.idiap.ch/bob/bob.paper.ijcb2023_synthdistill"}],"syntology":{"n":1,"n_ran":1,"n_unverified":0,"n_pointer_only":1}}},{"leaderboard":"/sota/synthetic-face-recognition-on-calfw","slug":"synthetic-face-recognition-on-calfw","dataset":"CALFW","dataset_url":"/dataset/calfw","rows_in_archive":3,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"SynthDistill","paper_title":"SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data","paper_url":"/paper/synthdistill-face-recognition-with-knowledge","paper_date":"2023-08-28","arxiv_id":"2308.14852","code_links":[{"title":"otroshi/synthdistill","url":"https://github.com/otroshi/synthdistill"},{"title":"bob/bob.paper.ijcb2023_synthdistill","url":"https://gitlab.idiap.ch/bob/bob.paper.ijcb2023_synthdistill"}],"syntology":{"n":1,"n_ran":1,"n_unverified":0,"n_pointer_only":1}}},{"leaderboard":"/sota/synthetic-face-recognition-on-cfp-fp","slug":"synthetic-face-recognition-on-cfp-fp","dataset":"CFP-FP","dataset_url":null,"rows_in_archive":3,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"SynthDistill","paper_title":"SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data","paper_url":"/paper/synthdistill-face-recognition-with-knowledge","paper_date":"2023-08-28","arxiv_id":"2308.14852","code_links":[{"title":"otroshi/synthdistill","url":"https://github.com/otroshi/synthdistill"},{"title":"bob/bob.paper.ijcb2023_synthdistill","url":"https://gitlab.idiap.ch/bob/bob.paper.ijcb2023_synthdistill"}],"syntology":{"n":1,"n_ran":1,"n_unverified":0,"n_pointer_only":1}}},{"leaderboard":"/sota/synthetic-face-recognition-on-cplfw","slug":"synthetic-face-recognition-on-cplfw","dataset":"CPLFW","dataset_url":"/dataset/cplfw","rows_in_archive":3,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"SynthDistill","paper_title":"SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data","paper_url":"/paper/synthdistill-face-recognition-with-knowledge","paper_date":"2023-08-28","arxiv_id":"2308.14852","code_links":[{"title":"otroshi/synthdistill","url":"https://github.com/otroshi/synthdistill"},{"title":"bob/bob.paper.ijcb2023_synthdistill","url":"https://gitlab.idiap.ch/bob/bob.paper.ijcb2023_synthdistill"}],"syntology":{"n":1,"n_ran":1,"n_unverified":0,"n_pointer_only":1}}},{"leaderboard":"/sota/synthetic-face-recognition-on-lfw","slug":"synthetic-face-recognition-on-lfw","dataset":"LFW","dataset_url":"/dataset/lfw","rows_in_archive":3,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"SynthDistill","paper_title":"SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data","paper_url":"/paper/synthdistill-face-recognition-with-knowledge","paper_date":"2023-08-28","arxiv_id":"2308.14852","code_links":[{"title":"otroshi/synthdistill","url":"https://github.com/otroshi/synthdistill"},{"title":"bob/bob.paper.ijcb2023_synthdistill","url":"https://gitlab.idiap.ch/bob/bob.paper.ijcb2023_synthdistill"}],"syntology":{"n":1,"n_ran":1,"n_unverified":0,"n_pointer_only":1}}}],"datasets":[{"url":"/dataset/lfw","name":"LFW","full_name":"Labeled Faces in the Wild","num_papers_in_archive":820},{"url":"/dataset/calfw","name":"CALFW","full_name":"Cross-Age LFW","num_papers_in_archive":17},{"url":"/dataset/cplfw","name":"CPLFW","full_name":"Cross-Pose LFW","num_papers_in_archive":17}],"subtasks":[],"parent_tasks":[{"url":"/task/face-recognition","name":"Face Recognition"}],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":7,"of":7,"tagged_in_all":12,"items":[{"url":"/paper/second-edition-frcsyn-challenge-at-cvpr-2024","title":"Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data","date":"2024-04-16","arxiv_id":"2404.10378","repositories_listed":2,"syntology":null},{"url":"/paper/synthdistill-face-recognition-with-knowledge","title":"SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data","date":"2023-08-28","arxiv_id":"2308.14852","repositories_listed":2,"syntology":{"n":1,"n_ran":1,"n_unverified":0,"n_pointer_only":1}},{"url":"/paper/identity-driven-three-player-generative","title":"Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition","date":"2023-04-30","arxiv_id":"2305.00358","repositories_listed":2,"syntology":null},{"url":"/paper/uiface-unleashing-inherent-model-capabilities","title":"UIFace: Unleashing Inherent Model Capabilities to Enhance Intra-Class Diversity in Synthetic Face Recognition","date":"2025-02-27","arxiv_id":"2502.19803","repositories_listed":1,"syntology":null},{"url":"/paper/idiff-face-synthetic-based-face-recognition","title":"IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models","date":"2023-08-09","arxiv_id":"2308.04995","repositories_listed":1,"syntology":{"n":21,"n_ran":19,"n_unverified":2,"n_pointer_only":21}},{"url":"/paper/dcface-synthetic-face-generation-with-dual","title":"DCFace: Synthetic Face Generation with Dual Condition Diffusion Model","date":"2023-04-14","arxiv_id":"2304.07060","repositories_listed":1,"syntology":null},{"url":"/paper/digiface-1m-1-million-digital-face-images-for","title":"DigiFace-1M: 1 Million Digital Face Images for Face Recognition","date":"2022-10-05","arxiv_id":"2210.02579","repositories_listed":1,"syntology":null}],"syntology_records":2,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}