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AUTSL (Ankara University Turkish Sign Language Dataset)

Introduced by Ozge Mercanoglu Sincan et al. in AUTSL: A Large Scale Multi-modal Turkish Sign Language Dataset and Baseline Methods3 Aug 2020 archive 2025-07-28

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.

Source: AUTSL Dataset

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Sign Language Recognition AUTSL STF+LSTM Rank-1 Recognition Rate 0.9856 Audio-Visual Speech and Gesture Recognition by Sensors... — 9 Compare

Papers archive 2025-07-28

9 shown of 9 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 32. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Hierarchical Windowed Graph Attention Network and a Large Scale Dataset for Isolated Indian Sign Language Recognition 1 1 19 Jul 2024 not harvested
Sign Language Recognition via Deformable 3D Convolutions and Modulated Graph Convolutional Networks 0 1 7 Jun 2023 not harvested
Cross-Language Transfer Learning using Visual Information for Automatic Sign Gesture Recognition 0 1 12 May 2023 not harvested
Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices 0 1 17 Feb 2023 not harvested
Fine-tuning of sign language recognition models: a technical report 1 1 15 Feb 2023 not harvested
One Model is Not Enough: Ensembles for Isolated Sign Language Recognition 0 1 4 Jul 2022 not harvested
Isolated Sign Recognition from RGB Video using Pose Flow and Self-Attention 1 1 11 Jun 2021 not harvested
Skeleton Aware Multi-modal Sign Language Recognition 3 1 16 Mar 2021 not harvested
AUTSL: A Large Scale Multi-modal Turkish Sign Language Dataset and Baseline Methods 0 1 3 Aug 2020 not harvested

Dataset loaders archive 2025-07-28

paperswithcode.com/dataset/autslengHasan1/TSLDataettf

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Sign Language Recognition

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Videos

Languages archive 2025-07-28

Turkish Sign Language

Variants archive 2025-07-28

  • AUTSL

1 variant name, as the archive lists them.

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