Table 8.
Comparison of the proposed framework with existing methods in the literature on the SARS-COV-2 dataset [54].
| Method | Accuracy(%) | Specificity(%) | Precision(%) | Sensitivity(%) | F1-Score(%) |
|---|---|---|---|---|---|
| Yazdani et al. [68] | – | 96.20 | – | 85.00 | 90.00 |
| Silva et al. [52] | 87.60 | – | – | – | 86.19 |
| Angelov et al. [4] | 88.60 | – | 89.70 | 88.60 | 89.15 |
| Wang et al. [64] | 90.83 | – | 95.75 | 85.89 | 90.87 |
| Panwar et al. [44] | 94.04 | 95.86 | 95.00 | 94.00 | 94.50 |
| Sen et al. [49] | 95.32 | – | 95.30 | 95.30 | 95.30 |
| Jaiswal et al. [25] | 96.25 | 96.21 | 96.29 | 96.29 | 96.29 |
| Halder et al. [17] | 97.00 | 95.00 | 95.00 | 98.00 | 97.00 |
| Horry et al. [21] | 97.40 | – | 99.10 | 95.50 | 97.30 |
| Kundu et al. [30] | 97.81 | – | 97.77 | 97.81 | 97.77 |
| Pathak et al. [45] | 98.37 | – | 98.74 | 98.87 | 98.14 |
| Biswas et al. [8] | 98.79 | – | 98.79 | 98.79 | 98.79 |
| Banerjee et al. [7] | 98.85 | – | – | – | – |
| Proposed Method | 98.93 | 98.93 | 98.93 | 98.93 | 98.93 |