OpenCodePapers
sign-language-recognition-on-csl-daily
Sign Language Recognition
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Paper
Code
Word Error Rate (WER)
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ModelName
ReleaseDate
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DESign: Dynamic Context-Aware Convolution and Efficient Subnet Regularization for Continuous Sign Language Recognition
24.2
DESign
2025-07-04
SlowFast Network for Continuous Sign Language Recognition
✓ Link
24.9
SlowFastSign
2023-09-21
Two-Stream Network for Sign Language Recognition and Translation
✓ Link
25.3
TwoStream-SLR
2022-11-02
CLIP-SLA: Parameter-Efficient CLIP Adaptation for Continuous Sign Language Recognition
✓ Link
25.8
SLA-LoRA
2025-04-02
Uni-Sign: Toward Unified Sign Language Understanding at Scale
✓ Link
26.0
Uni-Sign
2025-01-25
USTM: Unified Spatial and Temporal Modeling for Continuous Sign Language Recognition
✓ Link
26.4
USTM small
2025-12-15
USTM: Unified Spatial and Temporal Modeling for Continuous Sign Language Recognition
✓ Link
26.5
USTM base
2025-12-15
Swin-MSTP: Swin transformer with multi-scale temporal perception for continuous sign language recognition
✓ Link
27.1
Swin-MSTP
2025-02-07
Hierarchical Sub-action Tree for Continuous Sign Language Recognition
✓ Link
27.4
HST
2025-06-26
USTM: Unified Spatial and Temporal Modeling for Continuous Sign Language Recognition
✓ Link
27.6
USTM tiny
2025-12-15
Multi-Stream Keypoint Attention Network for Sign Language Recognition and Translation
✓ Link
27.8
MSKA-SLR
2024-05-09
Denoising-Contrastive Alignment for Continuous Sign Language Recognition
29.0
CorrNet+ACDR
2023-05-05
TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions
✓ Link
29.3
TCNet
2024-03-18
Distilling Cross-Temporal Contexts for Continuous Sign Language Recognition
29.4
CTCA
2023-01-01
Continuous Sign Language Recognition with Correlation Network
✓ Link
30.1
CorrNet
2023-03-06
AdaBrowse: Adaptive Video Browser for Efficient Continuous Sign Language Recognition
✓ Link
30.6
AdaBrowse
2023-08-16
Self-Emphasizing Network for Continuous Sign Language Recognition
✓ Link
30.7
SEN
2022-11-30
Improving Continuous Sign Language Recognition with Consistency Constraints and Signer Removal
✓ Link
31.0
C2SLR
2022-12-26
Improving Sign Language Translation with Monolingual Data by Sign Back-Translation
33.1
BN-TIN+Transf.
2021-05-26
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