OpenCodePapers

sign-language-recognition-on-csl-daily

Sign Language Recognition
Dataset Link
Results over time
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Leaderboard
PaperCodeWord Error Rate (WER)ModelNameReleaseDate
SlowFast Network for Continuous Sign Language Recognition✓ Link24.9SlowFastSign2023-09-21
Two-Stream Network for Sign Language Recognition and Translation✓ Link25.3TwoStream-SLR2022-11-02
CLIP-SLA: Parameter-Efficient CLIP Adaptation for Continuous Sign Language Recognition✓ Link25.8SLA-LoRA2025-04-02
Uni-Sign: Toward Unified Sign Language Understanding at Scale✓ Link26.0Uni-Sign2025-01-25
Swin-MSTP: Swin transformer with multi-scale temporal perception for continuous sign language recognition✓ Link27.1Swin-MSTP2025-02-07
Multi-Stream Keypoint Attention Network for Sign Language Recognition and Translation✓ Link27.8MSKA-SLR2024-05-09
Denoising-Contrastive Alignment for Continuous Sign Language Recognition29.0CorrNet+ACDR2023-05-05
TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions✓ Link29.3TCNet2024-03-18
Distilling Cross-Temporal Contexts for Continuous Sign Language Recognition29.4CTCA2023-01-01
Continuous Sign Language Recognition with Correlation Network✓ Link30.1CorrNet2023-03-06
AdaBrowse: Adaptive Video Browser for Efficient Continuous Sign Language Recognition✓ Link30.6AdaBrowse2023-08-16
Self-Emphasizing Network for Continuous Sign Language Recognition✓ Link30.7SEN2022-11-30
Improving Continuous Sign Language Recognition with Consistency Constraints and Signer Removal✓ Link31.0C2SLR2022-12-26
Improving Sign Language Translation with Monolingual Data by Sign Back-Translation33.1BN-TIN+Transf.2021-05-26