Table 7.
Comparison of different models with proposed model.
| CNN Models | Image Type | Classification Type | Accuracy |
|---|---|---|---|
| Hemdan et al. [15] | X-ray | COVID-19 vs Normal | 90% |
| Zheng et al. [16] | CT | COVID-19 vs Normal | 90.1% |
| Ying et al. [20] | CT | COVID-19 vs Normal | 94% |
| Sarhan A.M et al. [17] | X-ray | COVID-19 vs Normal | 94.5% |
| Narin et al. [7] | X-ray | COVID-19 vs Normal | 98% |
| Ozturk et al. [18] | X-ray | COVID-19 vs Normal | 98.08% |
| Tawsifur R [44]. | X-ray | COVID-19 vs Normal | 99.7% |
| Wang et al. [19] | CT | COVID-19 vs Pneumonia | 82.9% |
| Ying et al. [20] | CT | COVID-19 vs Pneumonia | 86% |
| Sethy and Behera [21] | X-ray | COVID-19 vs Pneumonia | 95.38% |
| Xu et al. [22] | CT | COVID-19 vs IAVP vs Normal | 86.7% |
| Mangal et al. [23] | X-ray | COVID-19 vs Normal vs Pneumonia | 90.5% |
| Wang and Wong [5] | X-ray | COVID-19 vs Non-COVID-19 vs Normal | 93.3% |
| Asif et al. [24] | X-ray | COVID-19 vs Normal vs Pneumonia | 96% |
| Kumar R [25]. | X-ray | COVID-19 vs Normal vs Pneumonia | 97.7% |
| Tawsifur R [44]. | X-ray | COVID-19 vs Normal vs Pneumonia | 97.9% |
| Proposed Model | X-ray | COVID-19 vs Pneumonia | 99.48% |
| COVID-19 vs Normal | 99.87% |