A Multitask Sign Language Recognition System Using Commodity Wi-Fi

Table 4

Evaluation of the existing neural networks.

Data groups	Resnet18 (224 224 3) (%)	MnasNet (224 224 3) (%)	ShuffleNetV2 (224 224  3) (%)	MobileNetV2 (224 224 3) (%)	Wi-SignFi (224 224 3) (%)
Home276	99.13	92.25	92.43	97.91	99.75
Lab276	99.59	98.70	97.95	99.31	99.80
Lab + Home276	99.19	98.67	96.92	98.50	99.69
Lab150	95.28	89.61	74.03	88.00	96.41
Mean	98.30	94.81	90.33	95.93	98.91