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Table 3 Results on DHG-14/28 Dataset

From: Spatial temporal graph convolutional networks for skeleton-based dynamic hand gesture recognition

Method

14 gestures

28 gestures

SoCJ+HoHD+HoWR [16]

83.1

80.0

De Smedt et al. [6]

82.5

68.1

CNN + LSTM [9]

85.6

81.1

Chen et al. [11]

84.6

80.3

DPTC [18]

85.8

80.2

STA-Res-TCN [12]

89.2

85.0

HG-GCN

89.2

85.3

  1. The second column describes the accuracy rates of 14 gestures setting. The last column describes the accuracy rates of 28 gestures setting