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Sign Language Recognition datasets
archive 2025-07-2830 datasets carry the task tag "Sign Language Recognition" (the task itself: Sign Language Recognition), ordered by the archive's paper count. Page 1 of 1: 30 shown of 30. Facet routes are this site's own (the archive records the tag string, not a page).
The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.
Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets
All 12,172
Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Sign Language Recognition 30
Sign Language Recognition datasets 1–30 of 30
Over a period of three years (2009 - 2011) the daily news and weather forecast airings of the German public tv-station PHOENIX featuring sign language interpretation have been recorded and the weather forecasts of a subset of 386 editions…
114 papers · 2 benchmarks
WLASL (Word-Level American Sign Language)
WLASL is a large video dataset for Word-Level American Sign Language (ASL) recognition, which features 2,000 common different words in ASL.
66 papers · 3 benchmarks
CSL-Daily (Chinese Sign Language Corpus) is a large-scale continuous SLT dataset.
63 papers · 2 benchmarks
How2Sign (A Large-scale Multimodal Dataset for Continuous American Sign Language)
The How2Sign is a multimodal and multiview continuous American Sign Language (ASL) dataset consisting of a parallel corpus of more than 80 hours of sign language videos and a set of corresponding modalities including speech, English…
44 papers · 3 benchmarks
AUTSL (Ankara University Turkish Sign Language Dataset)
The Ankara University Turkish Sign Language Dataset (AUTSL) is a large-scale, multimode dataset that contains isolated Turkish sign videos.
32 papers · 1 benchmark
The signing is recorded by a stationary color camera placed in front of the sign language interpreters.
25 papers · 1 benchmark
BOBSL (BBC-Oxford British Sign Language)
BOBSL is a large-scale dataset of British Sign Language (BSL).
18 papers · 1 benchmark
This is the home of a collaborative data collection effort by U.
11 papers · 1 benchmark
This is the home of a collaborative data collection effort by U.
11 papers · 1 benchmark
GSL (Greek Sign Language)
Dataset Description The Greek Sign Language (GSL) is a large-scale RGB+D dataset, suitable for Sign Language Recognition (SLR) and Sign Language Translation (SLT).
11 papers · 1 benchmark
MSASL is a real-life large-scale sign language data set comprising over 25,000 annotated videos.
9 papers · 1 benchmark
BosphorusSign22k is a benchmark dataset for vision-based user-independent isolated Sign Language Recognition (SLR).
8 papers · 0 benchmarks
YouTube-ASL is a large-scale, open-domain corpus of American Sign Language (ASL) videos and accompanying English captions drawn from YouTube.
8 papers · 0 benchmarks
LSA64 (LSA64: A Dataset for Argentinian Sign Language)
The sign database for the Argentinian Sign Language, created with the goal of producing a dictionary for LSA and training an automatic sign recognizer, includes 3200 videos where 10 non-expert subjects executed 5 repetitions of 64…
6 papers · 1 benchmark
Content4All is a collection of six open research datasets aimed at automatic sign language translation research.
3 papers · 0 benchmarks
About Dataset Step right up to our AI data collection company, where we’ve got something special just for you: a unique set of American Sign Language datasets!
2 papers · 0 benchmarks
Rendered Handpose Dataset contains 41258 training and 2728 testing samples.
2 papers · 0 benchmarks
ASLG-PC12 (English-ASL Gloss Parallel Corpus 2012)
An artificial corpus built using grammatical dependencies rules due to the lack of resources for Sign Language.
1 paper · 1 benchmark
ASLLVD (American Sign Language Lexicon Video Dataset)
Extremely important: The ASLLVD video data are subject to Terms of Use: http://www.bu.edu/asllrp/signbank-terms.pdf.
1 paper · 0 benchmarks
AzSLD (AzSLD - Azerbaijani Sign Language Dataset)
The Azerbaijani Sign Language Dataset (AzSLD) is a comprehensive, large dataset designed to facilitate the development and evaluation of machine learning models for the recognition and translation of Azerbaijani Sign Language (AzSL).
1 paper · 0 benchmarks
Bukva (Bukva: Russian Sign Language Alphabet)
We introduce a video dataset Bukva for Russian Dactyl Recognition task.
1 paper · 1 benchmark
A large-scale isolated Indian sign language dataset.
1 paper · 1 benchmark
A multimodal LIBRAS-UFOP Brazilian sign language dataset of minimal pairs using a microsoft Kinect senso.
1 paper · 1 benchmark
LSFB Datasets (French Belgian Sign Language Datasets)
Sign Language Datasets for French Belgian Sign Language This dataset is built upon the work of Belgian linguists from the University of Namur.
1 paper · 0 benchmarks
Brazilian Sign Language (Libras) data set with 20 signs for sign language and gesture recognition benchmark: - Acontecer (To happen) - Aluno (Student) - Amarelo (Yellow) - América (America) - Aproveitar (To enjoy) - Bala (Candy) - Banco…
1 paper · 1 benchmark
A Chinese sign language dataset that includes dialogue information.
1 paper · 0 benchmarks
We introduce a large-scale video dataset Slovo for Russian Sign Language task.
1 paper · 1 benchmark
The first and the one open dataset for Russian finger- spelling, contained 1,593 annotated phrases and over 37 thousand HD+ videos.
1 paper · 1 benchmark
The ASL-Phono introduces a novel linguistics-based representation, which describes the signs in the ASLLVD dataset in terms of a set of attributes of the American Sign Language phonology.
0 papers · 0 benchmarks
The ASL-Skeleton3D introduces a representation based on mapping into the three-dimensional space the coordinates of the signers in the ASLLVD dataset.
0 papers · 0 benchmarks
Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.