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Comparison with existing models
| Models | Accuracy (%) | # images (# classes) | Imaging type |
|---|---|---|---|
| Covid-Net [17] | 93.3 | 13972 (3) | X-ray |
| Transfer [16] | 96.78 | 1428 (2) | X-ray |
| Learning | |||
| De-Trac [31] | 95.12 | 196 (3) | X-ray |
| DTL + [32] | 96 | 2492 (2) | CT |
| DenseNet201 | |||
| DeConvNet [33] | 90.1 | 630 (2) | CT |
| GSA- [34] | 98 | 414 (2) | X-ray |
| DenseNet121 | |||
| DarkNet [35] | 98.08 | 527 (2) | X-ray |
| Our method | 98.69 | 744 (4) | X-ray |
Bold denotes the highest value for particular category
