5-class Diabetic Retinopathy grading on APTOS-DR n=582 (test)
81.1AccuracyX3 Huang LCL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| X3 Huang LCLStream / model=X3 Huang LCL2026.06 | 81.1 | 0.8265 | 59.34 | 0.2749 | 92.78 | |
| Full graphStream / model=Full graph2026.06 | 80.76 | 0.8312 | 59.15 | 0.2749 | 93.3 | |
| X34 JacobianStream / model=X34 Jacobian2026.06 | 80.07 | 0.828 | 58.26 | 0.2835 | 92.96 | |
| X2 lesion evidenceStream / model=X2 lesion evidence2026.06 | 73.88 | 0.672 | 42.56 | 0.4244 | 87.29 | |
| X12 spatialStream / model=X12 spatial2026.06 | 73.54 | 0.689 | 42.58 | 0.4124 | 88.32 | |
| X4 biomarkersStream / model=X4 biomarkers2026.06 | 67.7 | 0.5809 | 35.53 | 0.5498 | 80.76 | |
| X1 vesselStream / model=X1 vessel2026.06 | 64.09 | 0.5038 | 28.32 | 0.6186 | 78.87 |