Table 2.

Comparison with the state of the art

Model	Cross validation	Data modality	Network architecture	F1 score (%)
[24] and [25]	LOSO	DC-PM	Hybrid Attention Fusion	90.41
	LMSO	DC	2D-CNN	87.2
		PM	1D-CNN-LSTM	74.08
This study	LOSO	DC-PM	I3D	95.74
	LMSO	DC	I3D	90.83
		PM	I3D	75.28