Table 7 Result analysis of the ablation study of SCGERS-STGCN model.

From: Smart comprehend gesture based emotions recognition system for people with hearing disability utilizing spatio temporal graph convolutional network techniques

Approaches

\(Accu_{y}\)  

\(Prec_{n}\)  

\(Reca_{l}\)  

\(F1_{score}\)  

Gaussian filtering

95.86

91.15

86.86

88.47

ViT model

96.44

91.84

87.61

89.21

DAVO

97.06

92.39

88.39

89.80

ST-GCN

97.86

93.05

88.97

90.54

SCGERS-STGCN

98.53

93.79

89.49

91.13

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