Datasets › MSASL-1000
MSASL-1000
MSASL is a real-life large-scale sign language data set comprising over 25,000 annotated videos.
Source: MS-ASL: A Large-Scale Data Set and Benchmark for Understanding American Sign Language
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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Sign Language Recognition | MSASL-1000 | Uni-Sign P-I Top-1 Accuracy 78.16 | Uni-Sign: Toward Unified Sign Language Understanding at Scale | zechengli19/uni-sign | 2 | 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 9. 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 | |||
|---|---|---|---|---|
| Uni-Sign: Toward Unified Sign Language Understanding at Scale | 1 | 1 | 25 Jan 2025 | ran 14 of 15 samples (1 unverified; 15 pointer-only for licence) |
| SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding | 0 | 1 | 8 May 2023 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- MSASL-1000
1 variant name, as the archive lists them.
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