Diabetic Retinopathy Classification on Amalgamated dataset (test)
85.2AccuracyMulti Channel Architecture with LID
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Multi Channel Architecture with LIDDownsampling algorithm=LID2026.05 | 85.2 | 83.4 | 87.6 | |
| BT-VGG2026.05 | 83.2 | 81.8 | 89.3 | |
| Multi Channel Architecture with Bilinear downsamplingDownsampling algorithm=Bilinear downsampling2026.05 | 83.15 | 81.2 | 84.6 | |
| GoogleNet2026.05 | 81 | 35 | 88 | |
| VGG162026.05 | 78.3 | — | — | |
| CNN with 13 layersNumber of layers=132026.05 | 75 | 30 | 95 | |
| Shallow CNN2026.05 | 42 | — | — |