ML Research Wiki / Benchmarks / Sign Language Recognition / RWTH-PHOENIX-Weather 2014 T

RWTH-PHOENIX-Weather 2014 T

Sign Language Recognition Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: Word Error Rate (WER)

Top Performing Models

Rank Model Paper Word Error Rate (WER) Date Code
1 SignBT Improving Sign Language Translation with Monolingual Data by Sign Back-Translation 23.90 2021-05-26 -
2 MMTLB A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation 22.45 2022-03-08 📦 FangyunWei/SLRT 📦 FangyunWei/SLRT 📦 rzhao-zhsq/cv-slt 📦 edwardguil/MMTL
3 STMC Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition 21.00 2020-02-08 -
4 MSKA-SLR Multi-Stream Keypoint Attention Network for Sign Language Recognition and Translation 20.50 2024-05-09 📦 sutwangyan/MSKA
5 SignBERT+ SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding 19.90 2023-05-08 -
6 TCNet TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions 19.40 2024-03-18 📦 hotfinda/tcnet
7 SLA-LoRA CLIP-SLA: Parameter-Efficient CLIP Adaptation for Continuous Sign Language Recognition 19.40 2025-04-02 📦 snalyami/CLIP-SLA
8 TwoStream-SLR Two-Stream Network for Sign Language Recognition and Translation 19.30 2022-11-02 📦 FangyunWei/SLRT
9 SlowFastSign SlowFast Network for Continuous Sign Language Recognition 18.70 2023-09-21 📦 kaistmm/SlowFastSign

All Papers (9)

FangyunWei/SLRT FangyunWei/SLRT
sutwangyan/MSKA
hotfinda/tcnet
snalyami/CLIP-SLA
FangyunWei/SLRT
kaistmm/SlowFastSign