D2-CovidNet: A Deep Learning Model for COVID-19 Detection in Chest X-Ray Images

Table 4

The experimental results and model complexity.

Model	Average accuracy (%)					Flops (million)	Params (million)
	Epoch (1–50)	Epoch (51–100)	Epoch (101–150)	Epoch (151–200)	Epoch (191–200)
MobileNetV2	75.5861	84.1087	83.7101	86.2726	89.8007	311.13	2.13
ShuffleNetV2	81.3605	86.5734	89.8614	89.5389	89.1169	144.72	1.22
D2-CovidNet	85.4792	89.8542	90.7228	91.1304	92.0245	71.27	0.20