Diabetic Retinopathy grading on DDR (test)
84.2AccuracyQMP-RETNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| QMP-RETNetretrained on DDR=true2026.02 | 84.2 | 0.861 | 83.5 | |
| MuR-CAN2026.02 | 83.7 | 0.836 | 83.1 | |
| DeepMT-DR2026.02 | 83.6 | 0.802 | 83.1 | |
| CRA-Net2026.02 | 83.1 | 0.84 | — | |
| KA+KC-Net2026.02 | 82.1 | 0.826 | — | |
| ViT+CapsNet2026.02 | 80.3 | — | 59 | |
| MedMamba2026.02 | 80.1 | 0.82 | 80.1 | |
| M²CNN2026.02 | 79.5 | 0.757 | 81.6 | |
| DRStageNet2026.02 | 77.9 | 0.779 | — | |
| RETFound2026.02 | 77.6 | 0.776 | 74.1 | |
| ViTCSRA2026.02 | 76.9 | 0.732 | 75.7 | |
| Inception-v32026.02 | 74.4 | 0.719 | 78.9 | |
| DenseNet-1212026.02 | 74 | 0.689 | 79.2 | |
| ResNet-182026.02 | 73.2 | 0.708 | 77.3 |