Table 3. Generalization comparisons of our DACNN and other advanced methods on EyePACS dataset. “-” denotes no results reported in corresponding works. The best results were shown in bold. a .
Method | AUC | Acc | Kappa |
---|---|---|---|
AFN [61] | - | - | 0.859 |
LAT [9] | - | - | 0 . 884 |
CABNet [12] | - | 0.862 | 0.868 |
DeepDR [25] | 0.937 | - | - |
Our DACNN | 0.961 | 0.865 | 0.881 |
AUC: the area under the receiver operating characteristic (ROC) curve; Acc: accuracy