| 数据集分类方法 | Messidor1 | |||
| Referral | Normal | |||
| AUC | Acc | AUC | Acc | |
| VNXK [28] | 88.7 | 89.3 | 87.0 | 87.1 |
| CKML [28] | 89.1 | 89.7 | 86.2 | 85.8 |
| Expert [29] | 94.0 | - | 92.2 | - |
| Zoom-in-Net [30] | 95.7 | 91.1 | 92.1 | 90.5 |
| AFN [23] | 96.8 | - | 93.5 | - |
| Ours | 97.8 | 94.3 | 94.5 | 92.7 |