Table 7.
Methods | Dataset | Number of classes | Acc (%) | Se (%) | Sp (%) |
---|---|---|---|---|---|
DarkCovidNet [22] | Public | 3 | 87.02 | 92.18 | 89.96 |
COVID-Net [48] | Public | 3 | 92.64 | 91.37 | 95.76 |
The pretrained CNNs [49] | Public | 3 | 96.78 | 98.66 | 96.46 |
COVIDiagnosis-Net [15] | Public | 3 | 98.26 | 98.33 | 99.10 |
Deep CNN, SVM [28] | Public | 3 | 98.97 | 89.39 | 99.75 |
Deep CNN, AlexNet, Feature Selection, SVM [29] | Public | 3 | 99.18 | 99.13 | 99.21 |
Deep features, SqueezeNet, SVM [27] | Public | 3 | 99.27 | 98.33 | 99.69 |
DeepCovNet | Public | 3 | 99.75 | 99.33 | 99.79 |