Table 4.

Shows the accuracy of our hybrid approach as compared to other deep learning models.

No.	Model Name	Frames Sequence
		30	60	90	120	150
1	MLP	85.45	83.64	83.47	87.05	71.51
2	CNN	88.82	88.22	87.65	83.74	75.47
3	LSTM	83.31	80.64	74.69	82.92	66.09
4	BiLSTM	90.15	85.39	89.30	82.02	66.26
5	CNN-LSTM	90.89	88.98	90.44	87.94	76.50