Device-Free Human Activity Recognition Based on Dual-Channel Transformer Using WiFi Signals

Table 3

Comparison: system performance with various backbones.

	Fall detection	Activity recognition
SVM	93.6%	89.8%
ResNet	95.7%	91.2%
CNN+LSTM	96.3%	92.6%
DARMS	96.9%	93.3%