Gloss-free Sign Language Translation: An unbiased evaluation of progress in the field

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Ozge Mercanoglu Sincan, JianHe Low, Sobhan Asasi, Richard Bowden

Published: 01 Jan 2025, Last Modified: 06 Nov 2025Comput. Vis. Image Underst. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Unified benchmark of recent gloss-free sign language translation models.•Examining key innovations and an unbiased evaluation of progress in the field.•Open-source codebase for reproducibility.