Datasets › How2Sign
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 transcripts, and depth. A three-hour subset was further recorded in the Panoptic studio enabling detailed 3D pose estimation.
Benchmarks archive 2025-07-28
All 3 leaderboards 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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Sign Language Translation | How2Sign | BLEU 8.03 | Sign Language Translation from Instructional Videos | imatge-upc/slt_how2sign_wicv2023 | 1 | Compare |
| Video Generation | How2Sign | INR-V FVD16 144 | INR-V: A Continuous Representation Space for Video-based... | bipashasen/INRV +2 | 1 | Compare |
| Video Inpainting | How2Sign | INR-V L1 error 4.51 | INR-V: A Continuous Representation Space for Video-based... | bipashasen/INRV +2 | 1 | Compare |
Papers archive 2025-07-28
2 shown of 2 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 44. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Sign Language Translation from Instructional Videos | 1 | 1 | 13 Apr 2023 | not harvested |
| INR-V: A Continuous Representation Space for Video-based Generative Tasks | 3 | 2 | 29 Oct 2022 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Creative Commons Attribution-NonCommercial 4.0 International License
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- How2Sign
1 variant name, as the archive lists them.
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