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A comparison of different studies and models for detection of COVID-19.
| Reference | Model | Accuracy |
|---|---|---|
| Narin et al. [13] | Inception-V3 ResNet50 Inception ResNet V2 |
100% 100% 95% |
| Wang et al. [16] | M-Inception | 82.9% |
| Abbas et al. [30] | DeTrac | 95.12% |
| Pathak et al. [18] | GCNN (proposed) | 3.01% |
| Ardakani et al. [33] | AlexNet VGG-16 VGG-19 SqueezNet GoogleNet MobileNet-V2 ResNet-18 ResNet-50 ResNet-101 Xception |
78.92% 83.33% 85.29% 82.84% 85.29% 92.16% 91.67% 94.12% 99.51% 99.02% |
