COVID-19 and Pneumonia Diagnosis in X-Ray Images Using Convolutional Neural Networks

Table 5

Performance comparison of different models trained on the same data.

Authors (year)	Recall (%)	Precision (%)	Specificity (%)	F1 score (%)	Accuracy (%)
Chowdhury et al. (2020) [34]	97.94	97.95	98.80	97.94	97.94
Cavallo et al. (2020) [35]	—	—	90	—	90.8
Lin & Lee. (2020) [36]	92.6	89.7	—	—	93.1
Rajpal et al. (2020) [37]	—	—	—	95	94.4
Echtioui et al. (2020) [38]	88.33	91	—	89.66	91.34
Pham (2020) [39]	—	95	98	96	95
Neural et al. (2020) [40]	—	—	100	—	96.9
Alotaibi (2020) [41]	97.42	97.42	—	97.23	98.3
This paper	97.94	98.27	—	98.0	98.28