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Sign Language Recognition On Autsl

Metrics

Rank-1 Recognition Rate

Results

Performance results of various models on this benchmark

Paper Title
STF+LSTM0.9856Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices
SAM-SLR (RGB-D)0.9853Skeleton Aware Multi-modal Sign Language Recognition
3D-DCNN + ST-MGCN0.9842Sign Language Recognition via Deformable 3D Convolutions and Modulated Graph Convolutional Networks
Ensemble - NTIS0.9637One Model is Not Enough: Ensembles for Isolated Sign Language Recognition
HWGAT0.9580Hierarchical Windowed Graph Attention Network and a Large Scale Dataset for Isolated Indian Sign Language Recognition
MViT-SLR0.9572Fine-tuning of sign language recognition models: a technical report
FE+LSTM0.9338Cross-Language Transfer Learning using Visual Information for Automatic Sign Gesture Recognition
VTN-PF0.9292Isolated Sign Recognition from RGB Video using Pose Flow and Self-Attention
CNN+FPM+BLSTM+Attention (RGB-D)0.6203AUTSL: A Large Scale Multi-modal Turkish Sign Language Dataset and Baseline Methods
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Sign Language Recognition On Autsl | SOTA | HyperAI