{"url":"/dataset/autsl","name":"AUTSL","full_name":"Ankara University Turkish Sign Language Dataset","description_markdown":"The Ankara University Turkish Sign Language Dataset (AUTSL) is a large-scale, multimode dataset that contains isolated Turkish sign videos. It contains 226 signs that are performed by 43 different signers. There are 38,336 video samples in total. The samples are recorded using Microsoft Kinect v2 in RGB, depth and skeleton formats. The videos are provided at a resolution of 512×512. The skeleton data contains spatial coordinates, i.e. (x, y), of the 25 junction points on the signer body that are aligned with 512×512 data.\r\n\r\nSource: [AUTSL Dataset](http://cvml.ankara.edu.tr/datasets/)","description_withheld":null,"homepage":"http://cvml.ankara.edu.tr/datasets/","introduced_date":"2020-08-03","introduced_date_note":null,"introduced_by":{"paper":"/paper/autsl-a-large-scale-multi-modal-turkish-sign","title":"AUTSL: A Large Scale Multi-modal Turkish Sign Language Dataset and Baseline Methods","first_author":"Ozge Mercanoglu Sincan","url":null},"license":null,"modalities":[{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Sign Language Recognition","url":"/task/sign-language-recognition","datasets_with_task":"/datasets/task/sign-language-recognition"}],"languages":[{"name":"Turkish Sign Language","url":"/datasets/language/turkish-sign-language"}],"variants":["AUTSL"],"data_loaders":[{"repo":"https://github.com/engHasan1/TSLDataet","url":"https://paperswithcode.com/dataset/autsl","frameworks":["tf"]}],"num_papers_in_archive":32,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/sign-language-recognition-on-autsl","task":"Sign Language Recognition","dataset_variant":"AUTSL","rows":9,"metrics":["Rank-1 Recognition Rate"],"first_row_in_archive_order":{"model":"STF+LSTM","paper":"/paper/audio-visual-speech-and-gesture-recognition","metrics":{"Rank-1 Recognition Rate":"0.9856"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/hierarchical-windowed-graph-attention-network","title":"Hierarchical Windowed Graph Attention Network and a Large Scale Dataset for Isolated Indian Sign Language Recognition","date":"2024-07-19","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/sign-language-recognition-via-deformable-3d","title":"Sign Language Recognition via Deformable 3D Convolutions and Modulated Graph Convolutional Networks","date":"2023-06-07","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/cross-language-transfer-learning-using-visual","title":"Cross-Language Transfer Learning using Visual Information for Automatic Sign Gesture Recognition","date":"2023-05-12","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/audio-visual-speech-and-gesture-recognition","title":"Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices","date":"2023-02-17","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/fine-tuning-of-sign-language-recognition","title":"Fine-tuning of sign language recognition models: a technical report","date":"2023-02-15","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/one-model-is-not-enough-ensembles-for","title":"One Model is Not Enough: Ensembles for Isolated Sign Language Recognition","date":"2022-07-04","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/isolated-sign-recognition-from-rgb-video","title":"Isolated Sign Recognition from RGB Video using Pose Flow and Self-Attention","date":"2021-06-11","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/skeleton-based-sign-language-recognition","title":"Skeleton Aware Multi-modal Sign Language Recognition","date":"2021-03-16","rows_on_this_dataset":1,"code_links":3,"syntology":null},{"paper":"/paper/autsl-a-large-scale-multi-modal-turkish-sign","title":"AUTSL: A Large Scale Multi-modal Turkish Sign Language Dataset and Baseline Methods","date":"2020-08-03","rows_on_this_dataset":1,"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."}