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SotA/Computer Vision/Sign Language Recognition/CSL-Daily

Sign Language Recognition on CSL-Daily

Metric: Word Error Rate (WER) (lower is better)

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#Model↕Word Error Rate (WER)▲Extra DataPaperDate↕Code
1SlowFastSign24.9NoSlowFast Network for Continuous Sign Language Re...2023-09-21Code
2TwoStream-SLR25.3NoTwo-Stream Network for Sign Language Recognition...2022-11-02Code
3SLA-LoRA25.8NoCLIP-SLA: Parameter-Efficient CLIP Adaptation fo...2025-04-02Code
4Uni-Sign26YesUni-Sign: Toward Unified Sign Language Understan...2025-01-25Code
5Swin-MSTP27.1No--Code
6MSKA-SLR27.8NoMulti-Stream Keypoint Attention Network for Sign...2024-05-09Code
7CorrNet+ACDR29NoDenoising-Contrastive Alignment for Continuous S...2023-05-05-
8TCNet29.3NoTCNet: Continuous Sign Language Recognition from...2024-03-18Code
9CTCA29.4No---
10CorrNet30.1NoContinuous Sign Language Recognition with Correl...2023-03-06Code
11AdaBrowse30.6NoAdaBrowse: Adaptive Video Browser for Efficient ...2023-08-16Code
12SEN30.7NoSelf-Emphasizing Network for Continuous Sign Lan...2022-11-30Code
13C2SLR31NoImproving Continuous Sign Language Recognition w...2022-12-26Code
14BN-TIN+Transf.33.1NoImproving Sign Language Translation with Monolin...2021-05-26-