| Research | Date | VGG-16 | EffecientNet-B0 | Inception-V3 | Resnet-50 |
| [33] | 2020 | 87.18% | - | 70.99% | 77.56% |
| [34] | 2021 | 82.30% | - | - | 86.73% |
| [35] | 2021 | - | 96.33% | - | - |
| [36] | 2021 | 89.90% | 93% | - | 89.90% |
| [37] | 2020 | - | 94.62% | - | - |
| [38] | 2021 | - | 89.3% | 82.9% | 78% |
| [39] | 2020 | 87.12% | - | 89.38% | 96.97% |
| [40] | 2021 | - | 95% | - | 90.6% |
| [41] | 2020 | 83.68% | 78.40% |
| 77.76% |
| [42] | 2021 |
|
|
|
|
| OURS (CT SCAN) | 2022 | 99% | 97.5% | 95% | 99.5% |
| OURS(CXR) | 2022 | 94.40% | 96.50% | 87.50% | 93.20% |