Table 4.
Comparison against the state of the art methods.
| Study | Accuracy | Classes | Image type | Number of images |
|---|---|---|---|---|
| [21] | 94.70 | COVID / NON-COVID | CT | 470 |
| [10] | 83.89 | COVID/Healthy/Pulmonary | CT | 4173 |
| [11] | 92.66 | COVID-19 severity levels | CXR | 909 |
| [16] | 95.91 | COVID/Healthy/Streptococcus | CXR | 264 |
| [12] | 88.70 | COVID/Healthy/ Pneumonia | CXR | 764 |
| [13] | 94.44 | COVID/Normal/Bacterial and viral pneumonia | CT/CXR | 1200 |
| [3] | 97 | COVID/Healthy/Pulmonary | CXR | 6523 |
| [20] | 90.7 | COVID/Healthy/ Pneumonia | CXR | 1591 |
| [34] | 95.16 | COVID / NON-COVID | CT | 2482 |
| [35] | 91.62 | COVID / NON-COVID | CXR | 1006 |
| [36] | 94.7 | COVID / NON-COVID | CXR | 380 |
| [37] | 92 | COVID/Healthy/ Pneumonia | CXR | 1750 |
| Ours | 98.86 | COVID/Healthy/Pulmonary | CXR | 4000 |