Research Article

Cross-Individual Gesture Recognition Based on Long Short-Term Memory Networks

Table 2

Comparison table of four datasets of each model.

GroupModelAverage accuracy (%)

ABC_DCI-LSTM76.46
CNN-LSTM72.32
LSTM68.63
SVM43.75

ABD_CCI-LSTM63.09
CNN-LSTM58.09
LSTM59.04
SVM55.00

ACD_BCI-LSTM65.75
CNN-LSTM65.63
LSTM64.18
SVM61.88

BCD_ACI-LSTM77.00
CNN-LSTM70.13
LSTM67.87
SVM50.63