OpenCodePapers
sign-language-recognition-on-rwth-phoenix
Sign Language Recognition
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Paper
Code
Word Error Rate (WER)
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ModelName
ReleaseDate
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SlowFast Network for Continuous Sign Language Recognition
✓ Link
18.3
SlowFastSign
2023-09-21
Two-Stream Network for Sign Language Recognition and Translation
✓ Link
18.4
TwoStream-SLR
2022-11-02
Swin-MSTP: Swin transformer with multi-scale temporal perception for continuous sign language recognition
✓ Link
18.7
Swin-MSTP
2025-02-07
CLIP-SLA: Parameter-Efficient CLIP Adaptation for Continuous Sign Language Recognition
✓ Link
18.8
SLA-Adapter
2025-04-02
TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions
✓ Link
18.9
TCNet
2024-03-18
Continuous Sign Language Recognition with Correlation Network
✓ Link
19.4
CorrNet + VAC + SMKD
2023-03-06
SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding
20
SignBERT+
2023-05-08
Deep Radial Embedding for Visual Sequence Learning
20.2
RadialCTC
2022-11-11
C2SLR: Consistency-Enhanced Continuous Sign Language Recognition
✓ Link
20.4
C2SLR
2022-01-01
Self-Mutual Distillation Learning for Continuous Sign Language Recognition
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20.5
SMKD
2021-01-01
Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition
20.7
STMC
2020-02-08
Multimodal Locally Enhanced Transformer for Continuous Sign Language Recognition
20.89
WRNN + LET
2023-08-22
Visual Alignment Constraint for Continuous Sign Language Recognition
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22.1
VAC
2021-04-06
Multi-Stream Keypoint Attention Network for Sign Language Recognition and Translation
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22.1
MSKA-SLR
2024-05-09
A Deep Neural Framework for Continuous Sign Language Recognition by Iterative Training
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22.86
DNF
2019-07-01
007: Democratically Finding The Cause of Packet Drops
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23.4
SLRGAN
2018-02-20
Continuous Sign Language Recognition Through Cross-Modal Alignment of Video and Text Embeddings in a Joint-Latent Space
24.0
CrossModal
2020-05-11
Stochastic Fine-grained Labeling of Multi-state Sign Glosses for Continuous Sign Language Recognition
✓ Link
25.3
Stochastic CSLR
Context Matters: Self-Attention for Sign Language Recognition
✓ Link
29.7
SAN
2021-01-12
Dense Temporal Convolution Network for Sign Language Translation
36.5
DTN
2019-05-01
Connectionist Temporal Fusion for Sign Language Translation
37.8
CTF-MM
2018-10-01
SubUNets: End-To-End Hand Shape and Continuous Sign Language Recognition
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40.7
SubUNets
2017-10-01