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Gloss-free Sign Language Translation datasets

archive 2025-07-28

8 datasets carry the task tag "Gloss-free Sign Language Translation" (the task itself: Gloss-free Sign Language Translation), ordered by the archive's paper count. Page 1 of 1: 8 shown of 8. 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 52Gloss-free Sign Language Translation 8

Gloss-free Sign Language Translation datasets 1–8 of 8

RWTH-PHOENIX-Weather 2014 T
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…
VideosSign Language RecognitionSign Language TranslationGloss-free Sign Language Translation
114 papers · 2 benchmarks
PHOENIX14T (RWTH-PHOENIX-Weather-2014T)
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…
Gloss-free Sign Language Translation
78 papers · 0 benchmarks
CSL-Daily
CSL-Daily (Chinese Sign Language Corpus) is a large-scale continuous SLT dataset.
VideosTextsRGB VideoSign Language RecognitionSign Language TranslationGloss-free Sign Language TranslationSign Language Retrieval
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…
Texts3DRGB-DRGB VideoVideo GenerationSign Language RecognitionVideo InpaintingSign Language TranslationGloss-free Sign Language TranslationTopic Classification+1 tasks
44 papers · 3 benchmarks
OpenASL
Large-scale American Sign Language (ASL) - English dataset collected from online video sites (e.g., YouTube).
VideosTextsSign Language TranslationGloss-free Sign Language Translation
15 papers · 0 benchmarks
CSL-News
A large-scale gloss-free sign language translation dataset with 1,985 hours of videos, approximately 86 times larger than the previous CSL-Daily dataset.
Sign Language TranslationGloss-free Sign Language Translation
1 paper · 0 benchmarks
DailyMoth-70h
DailyMoth-70h is a fully self-contained ASL-to-English sign language dataset containing over 70h of video (48K clips) with aligned English captions of a single native ASL signer (white, male, and early middle-aged) from the ASL news…
VideosTextsSign Language TranslationGloss-free Sign Language Translation
1 paper · 0 benchmarks
Mediapi-RGB
Mediapi-RGB is a bilingual corpus of French Sign Language (LSF) and written French in the form of subtitled videos, accompanied by complementary data (various representations, segmentation, vocabulary, etc.).
VideosTextsSign Language TranslationGloss-free Sign Language TranslationSign Language Production
1 paper · 1 benchmark

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.