Multiclass Classification for Detection of COVID-19 Infection in Chest X-Rays Using CNN

Table 3

Comparison of performance of our proposed model with models from literature.

Study	Dataset size	Accuracy (%)	F1-score
Our proposed model	35,000 CXR	99.0	99.0%
Panwar et al.	284 CXR	88.10	-
Khan et al.	6K, 10K, 15K CXR	96.53	95%
Alfouzan et al.	21,165 CXR	96.13	97.50%
Chakraborty et al.	10,040 CXR	96.43	93%
Xu et al.	6,792 CXR	96.03	97%
Thakur et al.	6,077 CXR	98.28	98.23%