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

RWTH-PHOENIX-Weather 2014

Sign Language Recognition Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: Word Error Rate (WER)

Top Performing Models

Rank Model Paper Word Error Rate (WER) Date Code
1 SAN Context Matters: Self-Attention for Sign Language Recognition 29.70 2021-01-12 📦 faresbs/san 📦 faresbs/slrt
2 VAC Visual Alignment Constraint for Continuous Sign Language Recognition 22.10 2021-04-06 📦 ycmin95/VAC_CSLR 📦 hulianyuyy/Temporal-Lift-Pooling
3 MSKA-SLR Multi-Stream Keypoint Attention Network for Sign Language Recognition and Translation 22.10 2024-05-09 📦 sutwangyan/MSKA
4 STMC Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition 20.70 2020-02-08 -
5 SignBERT+ SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding 20.00 2023-05-08 -
6 CorrNet + VAC + SMKD Continuous Sign Language Recognition with Correlation Network 19.40 2023-03-06 📦 hulianyuyy/corrnet 📦 hulianyuyy/corrnet_plus 📦 hulianyuyy/adaptsign
7 TCNet TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions 18.90 2024-03-18 📦 hotfinda/tcnet
8 SLA-Adapter CLIP-SLA: Parameter-Efficient CLIP Adaptation for Continuous Sign Language Recognition 18.80 2025-04-02 📦 snalyami/CLIP-SLA
9 TwoStream-SLR Two-Stream Network for Sign Language Recognition and Translation 18.40 2022-11-02 📦 FangyunWei/SLRT
10 SlowFastSign SlowFast Network for Continuous Sign Language Recognition 18.30 2023-09-21 📦 kaistmm/SlowFastSign

All Papers (10)

faresbs/san faresbs/slrt
ycmin95/VAC_CSLR hulianyuyy/Temporal-Lift-Pooling
sutwangyan/MSKA
hulianyuyy/corrnet hulianyuyy/corrnet_plus hulianyuyy/adaptsign
hotfinda/tcnet
snalyami/CLIP-SLA
FangyunWei/SLRT
kaistmm/SlowFastSign