TABLE 7.
Compared with CapsNet‐based model.
| Method | Dataset | ACC | SEN | PRE | SPE |
|---|---|---|---|---|---|
| IRCM‐Cap | 450 COVID‐19, 450 VP, 450 normal | 0.9911 | 0.9888 | 0.9866 | 0.9845 |
| 450 COVID‐19, 450 VP | 0.9900 | 1 | |||
| ResNet50 + Xception 3 | 8851 normal, 6012 pneumonia, Chestxray | 0.9950 | 0.8050 | 0.9960 | |
| DenseCapsNet 21 | 750 X‐ray images | 0.9070 | 0.9600 | ||
| COFE‐Net 9 | 568 NCP, 6052 pneumonia, 8851 normal | 0.9830 | 0.9840 | ||
| VGGCapsNet 8 | 219 NCP, 1345 pneumonia, 1341 normal | 0.9200 | |||
| 219 NCP, 1345 pneumonia | 0.9700 |
Note: Bold font is the optimal value for each column.