Table 3.

Comparison model information summary.

Model Name	Dimension	Proposal Time	Category
3D-ConvNet [2]	3D	2013	3D CNN
IDT [21]	2D	2013	2D CNN
C3D [3]	3D	2015	3D CNN
Two-Stream [1]	2D	2015	2D CNN
VideoLSTM [22]	2D	2016	LSTM + Attention
DB-LSTM [9]	2D	2017	LSTM
Res3D [8]	3D	2017	3D ResNet
P3D-A [18]	3D	2017	3D ResNet
I3D [23]	3D	2018	3D CNN
MiCT-Net [24]	2D, 3D	2018	2D CNN + 3D CNN
3D RAN(ResNet-18) [25]	3D	2019	3D ResNet + Attention