Table 2.
Comparison of the effects of each network on dataset A
| Backbone | ACC | AUC | sen | spec | f1 |
|---|---|---|---|---|---|
| Alexnet [29] | 0.799 | 0.888 | 0.838 | 0.744 | 0.827 |
| CnnSeMpr [30] | 0.776 | 0.858 | 0.824 | 0.709 | 0.808 |
| VGG16 [31] | 0.835 | 0.900 | 0.866 | 0.790 | 0.857 |
| VGG16SeMpr | 0.818 | 0.893 | 0.849 | 0.774 | 0.843 |
| InResV2 [32] | 0.847 | 0.911 | 0.860 | 0.828 | 0.866 |
| InResV2Att [33] | 0.844 | 0.895 | 0.868 | 0.809 | 0.876 |
| DBAL | 0.864 | 0.918 | 0.876 | 0.847 | 0.881 |