Model Lightweighting for Real-time Distraction Detection on Resource-Limited Devices

Table 7

Performance of our method with different models for the AUC dataset.

Model	Top-1 acc (%)	Params (M)	FLOPS (G)
SqueezeNet1_1	92.03	2.26	0.69
EfficientNetB0	93.05	5.1	0.72
MobileNetV3_large_x1_0	95.15	5.47	0.45
SqueezeNet1_1-tiny	92.54	2.18	0.64
EfficientNetB0-tiny	94.49	4.35	0.62
MobileNetV3_large_x1_0-tiny	96.01	4.42	0.33