Diabetic Retinopathy fundus images
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Diabetic Retinopathy Classification | Diabetic Retinopathy Fundus Images (5-Fold Cross-Validation) | Mean DR Accuracy98.7 | 4 | |
| Lesion Localization | Diabetic Retinopathy Fundus Images 3,000 samples | MACE (Macula)2.14 | 4 | |
| Lesion Detection | Diabetic Retinopathy Fundus Images 3,000 samples | Hemorrhage Sensitivity99.6 | 4 | |
| Diabetic Retinopathy Grading | Diabetic Retinopathy fundus images (test) | Accuracy87.6 | 3 | |
| Vision-Language Explainability | Diabetic Retinopathy Fundus Images 3,000 samples | Fidelity (CFS)98.2 | 2 |
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