DDR
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Diabetic retinopathy grading | DDR (test) | Accuracy84.2 | 14 | |
| DR Grading | DDR subset (10-fold cross-validation) | AUC91.72 | 10 | |
| Joint DR Grading and Lesion Classification | DDR subset (10-fold cross-validation) | Accuracy93.64 | 10 | |
| Lesion Segmentation | DDR | EX Rate0.056 | 9 | |
| Diabetic Retinopathy lesion segmentation | DDR (test) | mDice38.78 | 9 | |
| Ordinal Regression | DDR (test) | Accuracy70.3 | 9 | |
| Lesion Segmentation | DDR (test) | AP (MA)7.63 | 3 |
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