Table 3.

Performance comparison with different approaches.

Method	Accuracy
Hard exudates + GBM	89.4%
Red lesions + GBM	88.7%
Micro-aneurysms + GBM	86.2%
Blood vessel detection + GBM	79.1%
CNN without data augmentation	91.5%
CNN with data augmentation	94.5%