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Sign Language Recognition On Csl Daily

Metrics

Word Error Rate (WER)

Results

Performance results of various models on this benchmark

Paper TitleRepository
BN-TIN+Transf.33.1Improving Sign Language Translation with Monolingual Data by Sign Back-Translation-
C2SLR31.0Improving Continuous Sign Language Recognition with Consistency Constraints and Signer Removal
SEN30.7Self-Emphasizing Network for Continuous Sign Language Recognition
AdaBrowse30.6AdaBrowse: Adaptive Video Browser for Efficient Continuous Sign Language Recognition
CorrNet30.1Continuous Sign Language Recognition with Correlation Network
CTCA29.4Distilling Cross-Temporal Contexts for Continuous Sign Language Recognition-
TCNet29.3TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions
CorrNet+ACDR29.0Denoising-Contrastive Alignment for Continuous Sign Language Recognition-
MSKA-SLR27.8Multi-Stream Keypoint Attention Network for Sign Language Recognition and Translation
Uni-Sign26.0Uni-Sign: Toward Unified Sign Language Understanding at Scale
TwoStream-SLR25.3Two-Stream Network for Sign Language Recognition and Translation
SlowFastSign24.9SlowFast Network for Continuous Sign Language Recognition
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Sign Language Recognition On Csl Daily | SOTA | HyperAI