{"url":"/dataset/pascal-face","name":"PASCAL Face","full_name":"PASCAL Face","description_markdown":"The PASCAL FACE dataset is a dataset for face detection and face recognition. It has a total of 851 images which are a subset of the PASCAL VOC and has a total of 1,341 annotations. These datasets contain only a few hundreds of images and have limited variations in face appearance.\r\n\r\nSource: [Pushing the Limits of Unconstrained Face Detection:a Challenge Dataset and Baseline Results](https://arxiv.org/abs/1804.10275)\r\nImage Source: [https://www.researchgate.net/figure/Precision-recall-curves-on-PASCAL-face-dataset_fig7_332998926](https://www.researchgate.net/figure/Precision-recall-curves-on-PASCAL-face-dataset_fig7_332998926)","description_withheld":null,"homepage":"http://host.robots.ox.ac.uk/pascal/VOC/databases.html","introduced_date":"2014-01-01","introduced_date_note":null,"introduced_by":{"paper":null,"title":"Face detection by structural models","first_author":null,"url":"https://doi.org/10.1016/j.imavis.2013.12.004"},"license":{"name":"Unknown","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Face Detection","url":"/task/face-detection","datasets_with_task":"/datasets/task/face-detection"}],"languages":[],"variants":["PASCAL Face"],"data_loaders":[{"repo":"https://github.com/Nishanth2969/datasets","url":"https://github.com/Nishanth2969/datasets","frameworks":["tf"]}],"num_papers_in_archive":23,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/face-detection-on-pascal-face","task":"Face Detection","dataset_variant":"PASCAL Face","rows":6,"metrics":["AP"],"first_row_in_archive_order":{"model":"SRN","paper":"/paper/selective-refinement-network-for-high","metrics":{"AP":"0.9909"},"code_links":[{"title":"ChiCheng123/SRN","url":"https://github.com/ChiCheng123/SRN"},{"title":"faridSam/srn","url":"https://github.com/faridSam/srn"},{"title":"glarbi/Face-detection","url":"https://github.com/glarbi/Face-detection"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/selective-refinement-network-for-high","title":"Selective Refinement Network for High Performance Face Detection","date":"2018-09-07","rows_on_this_dataset":1,"code_links":3,"syntology":null},{"paper":"/paper/s3fd-single-shot-scale-invariant-face","title":"S$^3$FD: Single Shot Scale-invariant Face Detector","date":"2017-08-17","rows_on_this_dataset":1,"code_links":3,"syntology":null},{"paper":"/paper/faceboxes-a-cpu-real-time-face-detector-with","title":"FaceBoxes: A CPU Real-time Face Detector with High Accuracy","date":"2017-08-17","rows_on_this_dataset":1,"code_links":11,"syntology":{"read_at":"2026-09-25T09:33:49+00:00","samples_harvested":1,"samples_ran":1,"samples_unverified":0,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/supervised-transformer-network-for-efficient","title":"Supervised Transformer Network for Efficient Face Detection","date":"2016-07-19","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/hyperface-a-deep-multi-task-learning","title":"HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition","date":"2016-03-03","rows_on_this_dataset":1,"code_links":2,"syntology":null},{"paper":"/paper/a-fast-and-accurate-unconstrained-face","title":"A Fast and Accurate Unconstrained Face Detector","date":"2014-08-06","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-25T09:33:49+00:00","papers_with_samples":1,"samples_harvested":1,"samples_ran":1,"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."}