Table 4 RT outcome of VTSAMRNN-FARS technique with existing methods.

From: A vision transformer with recurrent neural network-based fall activity recognition system for disabled persons in smart IoT environments

Methods

RT (s)

VTSAMRNN-FARS

4.74

Open Pose-LSTM

10.71

2D-ConvNN

7.73

ResNet50

7.49

2D Pose estimation

5.62

TD_CNN-LSTM

6.09

RetinaNet

6.19

YOLOv7

8.46

YOLOv5

9.78

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