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Papers Benchmarks Datasets Tasks

Hand Gesture Recognition research benchmarks – Page 2 · SOTA2 Research

Hand Gesture Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Lupinetti et al.

98.78Accuracy

4

Feb 26, 2026

Cambridge hand gesture dataset (Overall)

0.93Avg Recognition Rate

4

Feb 26, 2026

Cambridge hand gesture dataset (Set 4)

93Recognition Rate

4

Feb 26, 2026

Cambridge hand gesture dataset (Set 3)

94Recognition Rate

4

Feb 26, 2026

Cambridge hand gesture dataset (Set 2)

94Recognition Rate

4

Feb 26, 2026

Cambridge hand gesture dataset (Set 1)

93Recognition Rate

4

Feb 26, 2026

Motion Feature Augmented RNN

0.008LAFED

2

Feb 26, 2026

Internal Hand Gesture Dataset

AI-IoT Based Smart Wheelchair

95.5Accuracy

1

Feb 26, 2026

Page 2 of 2

Popular datasets

DHG Cambridge hand gesture SHREC Jester NVGesture

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