Isolated Word Sign Language Recognition Based on Improved SKResNet-TCN Network

Table 4

Comparison between this network and other networks in terms of model parameter number, computation and accuracy.

Method	#Paras	FLOPs	Accuracy (%)
I3D [21]	12.39M	111.60G	98.91
(2 + 1)D-SLR [22]	33.30M	–	98.20
I3D + GLR + CSA [23]	13.40M	111.79G	100.00
MEMP [24]	12.83M	112.34G	99.06
SKResNet-TCN(Ours)	12.34M	62.50G	100.00