A Novel Multichannel Dilated Convolution Neural Network for Human Activity Recognition

Table 3

Comparison of accuracy with other models.

Model	Accuracy (%)	Real time
SVM [16]	89.3	True
LSTM [32]	92.1	No
Res-Bidir-LSTM [34]	93.6	No
CNN [38]	94.79	No
CNN + FFT [38]	95.75	No
Multiple CNN [39]	95.5	No
DRNN [30]	95.42	True
GCHAR [31]	94.16	True
Proposed model	95.49	True