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Sign Language Recognition On Wlasl 2000

评估指标

Top-1 Accuracy

评测结果

各个模型在此基准测试上的表现结果

模型名称
Top-1 Accuracy
Paper TitleRepository
HWGAT48.49Hierarchical Windowed Graph Attention Network and a Large Scale Dataset for Isolated Indian Sign Language Recognition
SWIN-SLR58.51Fine-tuning of sign language recognition models: a technical report
Uni-Sign63.52Uni-Sign: Toward Unified Sign Language Understanding at Scale-
StepNet61.17StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language Recognition-
I3D (pretraining: BSL-1K)46.82BSL-1K: Scaling up co-articulated sign language recognition using mouthing cues
I3D32.48Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison
NLA-SLR61.26Natural Language-Assisted Sign Language Recognition
SAM-SLR58.73Skeleton Aware Multi-modal Sign Language Recognition-
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