OpenCodePapers
sign-language-translation-on-csl-daily
Sign Language Recognition
Sign Language Translation
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Paper
Code
BLEU-4
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BLEU-1 (%)
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ROUGE-L
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ModelName
ReleaseDate
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BoostSLT: Boosting Sign Language Translation via a Plug-and-Play Diffusion-Based Semantic Enhancer
✓ Link
32.49
62.2
61.79
BoostSLT [CV-SLT]
2026-06-03
SIGNET: Motion-Level Knowledge Transfer for Cross-Language Sign Language Translation
✓ Link
28.51
56.77
58.66
SIGNET (extra data)
2026-06-26
Video-Text Alignment Model for Sign Language Translation
27.16
57.64
57.28
VTaMo
2026-09-08
Q-BridgeNet: A Quantization Network for Cross-Lingual Sign Language Translation
✓ Link
26.91
57.39
Q-BridgeNet
2026-07-13
Two-Stream Network for Sign Language Recognition and Translation
✓ Link
25.79
TwoStream-SLT
2022-11-02
Multi-Stream Keypoint Attention Network for Sign Language Recognition and Translation
✓ Link
25.52
MSKA-SLT
2024-05-09
Learning Effective Sign Features without Text for Gloss-free Sign Language Translation
25.46
52.13
52.75
SignDINO
2026-06-03
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation
✓ Link
23.92
MMTLB
2022-03-08
Cross-modality Data Augmentation for End-to-End Sign Language Translation
✓ Link
21.58
XmDA
2023-05-18
Improving Sign Language Translation with Monolingual Data by Sign Back-Translation
21.34
BN-TIN-Transf.+SignBT
2021-05-26
Sign Language Translation with Iterative Prototype
16.72
IP-SLT
2023-08-23
A Token-level Contrastive Framework for Sign Language Translation
✓ Link
14.53
ConSLT
2022-04-11
Improving Sign Language Translation with Monolingual Data by Sign Back-Translation
13.19
BN-TIN-Transf.
2021-05-26
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