| Paper | Code | Accuracy (%) | ModelName | ReleaseDate |
|---|---|---|---|---|
| Sign Pose-Based Transformer for Word-Level Sign Language Recognition | ✓ Link | 100 | SPOTER | 2022-01-04 |
| Siformer: Feature-isolated Transformer for Efficient Skeleton-based Sign Language Recognition | ✓ Link | 99.84 | Siformer | 2025-03-26 |
| Hierarchical Windowed Graph Attention Network and a Large Scale Dataset for Isolated Indian Sign Language Recognition | ✓ Link | 98.59 | HWGAT | 2024-07-19 |
| Sign Language Recognition Without Frame-Sequencing Constraints: A Proof of Concept on the Argentinian Sign Language | 97 | Bag of words fusion of hand pose/movement/position | 2016-10-14 | |
| Spatial Attention-Based 3D Graph Convolutional Neural Network for Sign Language Recognition | 94.84 | 3DGCN | 2022-06-16 |