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Sign Recognition research benchmarks · SOTA2 Research

Sign Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BSL-1K 37K_Rec (test)

65Per-Instance Top-1 Acc

7

Feb 26, 2026

61.55Per-Class Top-1 Acc

3

Feb 26, 2026

46.82Per-Instance Top-1 Acc

3

Feb 26, 2026

BSL-1K 37K (test)

62.3Top-1 Acc (Instance)

3

Feb 26, 2026

BSL-1K 2K (test)

80.8Top-1 Accuracy (Instance)

3

Feb 26, 2026

Sign Recognition Model

75.51Top-1 Acc (Instance)

1

Feb 26, 2026

Popular datasets

BSL-1K WLASL BSL MSASL

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