{"url":"/dataset/ls3d-w","name":"LS3D-W","full_name":null,"description_markdown":"A 3D facial landmark dataset of around 230,000 images.\r\n\r\nSource: [How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)](/paper/how-far-are-we-from-solving-the-2d-3d-face)","description_withheld":null,"homepage":"https://adrianbulat.com/face-alignment","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/how-far-are-we-from-solving-the-2d-3d-face","title":"How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)","first_author":"Adrian Bulat","url":null},"license":{"name":"Custom","url":"https://www.adrianbulat.com/face-alignment"},"modalities":[],"tasks":[{"name":"Image Super-Resolution","url":"/task/image-super-resolution","datasets_with_task":"/datasets/task/image-super-resolution"},{"name":"Face Alignment","url":"/task/face-alignment","datasets_with_task":"/datasets/task/face-alignment"}],"languages":[],"variants":["LS3D-W Balanced","LS3D-W"],"data_loaders":[],"num_papers_in_archive":18,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/face-alignment-on-ls3d-w-balanced-1","task":"Face Alignment","dataset_variant":"LS3D-W Balanced","rows":1,"metrics":["AUC0.07"],"first_row_in_archive_order":{"model":"3D-FAN","paper":"/paper/how-far-are-we-from-solving-the-2d-3d-face","metrics":{"AUC0.07":"72.3%"},"code_links":[{"title":"1adrianb/face-alignment","url":"https://github.com/1adrianb/face-alignment"},{"title":"1adrianb/2D-and-3D-face-alignment","url":"https://github.com/1adrianb/2D-and-3D-face-alignment"},{"title":"1adrianb/face-alignment-training","url":"https://github.com/1adrianb/face-alignment-training"},{"title":"lippman1125/pytorch_FAN","url":"https://github.com/lippman1125/pytorch_FAN"},{"title":"GuohongLi/face-alignment-pytorch","url":"https://github.com/GuohongLi/face-alignment-pytorch"},{"title":"hzh8311/pyhowfar","url":"https://github.com/hzh8311/pyhowfar"},{"title":"tanmaysingha/2D-3D-FAN","url":"https://github.com/tanmaysingha/2D-3D-FAN"},{"title":"jkvt2/Latent-Pose-Descriptors","url":"https://github.com/jkvt2/Latent-Pose-Descriptors"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/how-far-are-we-from-solving-the-2d-3d-face","title":"How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)","date":"2017-03-21","rows_on_this_dataset":1,"code_links":8,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":15,"samples_ran":4,"samples_unverified":11,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":15,"samples_ran":4,"samples_unverified":11,"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."}