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Sign Language Recognition On Wlasl100

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Top-1 Accuracy

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	Top-1 Accuracy	Paper Title	Repository
SPOTER	63.18	Sign Pose-Based Transformer for Word-Level Sign Language Recognition
StepNet	78.29	StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language Recognition	-
Siformer	86.50	Siformer: Feature-isolated Transformer for Efficient Skeleton-based Sign Language Recognition
I3D	65.89	Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison
Uni-Sign	92.25	Uni-Sign: Toward Unified Sign Language Understanding at Scale	-
I3D, ST-GCN	81.38	Word-level Sign Language Recognition with Multi-stream Neural Networks Focusing on Local Regions and Skeletal Information	-
SignBERT	83.30	SignBERT: Pre-Training of Hand-Model-Aware Representation for Sign Language Recognition	-

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