{"url":"/dataset/cufsf","name":"CUFSF","full_name":"CUHK Face Sketch FERET Database","description_markdown":"The CUHK Face Sketch FERET (**CUFSF**) is a dataset for research on face sketch synthesis and face sketch recognition. It contains two types of face images: photo and sketch. Total 1,194 images (one image per subject) were collected with lighting variations from the FERET dataset. For each subject, a sketch is drawn with shape exaggeration.\r\n\r\nSource: [Deeply Coupled Auto-encoder Networks forCross-view Classification](https://arxiv.org/abs/1402.2031)\r\nImage Source: [http://mmlab.ie.cuhk.edu.hk/archive/cufsf/](http://mmlab.ie.cuhk.edu.hk/archive/cufsf/)","description_withheld":null,"homepage":"http://mmlab.ie.cuhk.edu.hk/archive/cufsf/","introduced_date":"2011-01-01","introduced_date_note":null,"introduced_by":{"paper":null,"title":"Coupled information-theoretic encoding for face photo-sketch recognition","first_author":null,"url":"https://doi.org/10.1109/CVPR.2011.5995324"},"license":{"name":"Custom","url":"http://mmlab.ie.cuhk.edu.hk/archive/cufsf/#Downloads"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Face Sketch Synthesis","url":"/task/face-sketch-synthesis","datasets_with_task":"/datasets/task/face-sketch-synthesis"}],"languages":[],"variants":["CUFSF"],"data_loaders":[],"num_papers_in_archive":22,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/face-sketch-synthesis-on-cufsf","task":"Face Sketch Synthesis","dataset_variant":"CUFSF","rows":3,"metrics":["FSIM","FID","NLDA","SSIM"],"first_row_in_archive_order":{"model":"SCA-GAN","paper":"/paper/towards-realistic-face-photo-sketch-synthesis","metrics":{"FID":"18.2","FSIM":"72.9%","NLDA":"78"},"code_links":[{"title":"fei-hdu/ca-gan","url":"https://github.com/fei-hdu/ca-gan"},{"title":"jehovahxu/ca-gan","url":"https://github.com/jehovahxu/ca-gan"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/semi-supervised-learning-for-face-sketch","title":"Semi-Supervised Learning for Face Sketch Synthesis in the Wild","date":"2018-12-12","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/towards-realistic-face-photo-sketch-synthesis","title":"Towards Realistic Face Photo-Sketch Synthesis via Composition-Aided GANs","date":"2017-12-04","rows_on_this_dataset":2,"code_links":2,"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."}