ML Research Wiki / Benchmarks / Sign Language Translation / CSL-Daily

CSL-Daily

Sign Language Translation Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: BLEU-4

Top Performing Models

Rank Model Paper BLEU-4 Date Code
1 TwoStream-SLT Two-Stream Network for Sign Language Recognition and Translation 25.79 2022-11-02 📦 FangyunWei/SLRT
2 MSKA-SLT Multi-Stream Keypoint Attention Network for Sign Language Recognition and Translation 25.52 2024-05-09 📦 sutwangyan/MSKA
3 MMTLB A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation 23.92 2022-03-08 📦 FangyunWei/SLRT 📦 FangyunWei/SLRT 📦 rzhao-zhsq/cv-slt 📦 edwardguil/MMTL
4 XmDA Cross-modality Data Augmentation for End-to-End Sign Language Translation 21.58 2023-05-18 📦 atrewin/signxmda
5 BN-TIN-Transf.+SignBT Improving Sign Language Translation with Monolingual Data by Sign Back-Translation 21.34 2021-05-26 -
6 IP-SLT Sign Language Translation with Iterative Prototype 16.72 2023-08-23 -
7 ConSLT A Token-level Contrastive Framework for Sign Language Translation 14.53 2022-04-11 📦 biaofuxmu/conslt
8 BN-TIN-Transf. Improving Sign Language Translation with Monolingual Data by Sign Back-Translation 13.19 2021-05-26 -

All Papers (8)

FangyunWei/SLRT
sutwangyan/MSKA
FangyunWei/SLRT FangyunWei/SLRT
atrewin/signxmda
biaofuxmu/conslt