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Sign Language Recognition research benchmarks – Page 3 · SOTA2 Research

Sign Language Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Self-supervised pre-trainable framework

83Accuracy

1

Mar 9, 2026

Self-supervised pre-trainable framework

95Accuracy

1

Mar 9, 2026

Spatiotemporal graph convolutional network

61Accuracy

1

Mar 9, 2026

American Sign Language Alphabet

Study Reference 3

94Accuracy

1

Feb 26, 2026

American Sign Language Digits

Study Reference 3

100Accuracy

1

Feb 26, 2026

Arabic Sign Language Sentences

Study Reference 2

75Accuracy

1

Feb 26, 2026

Arabic Sign Language Alphabet

Study Reference 1

63.5Accuracy

1

Feb 26, 2026

Page 3 of 3

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