Diabetic Retinopathy Grading
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
65.5AUC
24
Feb 26, 2026
70.6AUC
24
Feb 26, 2026
80.5Accuracy
15
Feb 26, 2026
84.2Accuracy
14
Feb 26, 2026
81APTOS AUC
13
Feb 26, 2026
79.64Accuracy
11
Mar 16, 2026
68.3Accuracy
11
Mar 16, 2026
73.46Accuracy
11
Mar 16, 2026
73.4AUC
11
Feb 26, 2026
79.7AUC
11
Feb 26, 2026
78.1AUC
11
Feb 26, 2026
72.9AUC
11
Feb 26, 2026
78.5AUC
11
Feb 26, 2026
79.9DeepDR AUC
11
Feb 26, 2026
83.22Quadratic Weighted Kappa
11
Feb 26, 2026
80.74Quadratic Weighted Kappa
11
Feb 26, 2026
77.49Quadratic Weighted Kappa
11
Feb 26, 2026
75.4QW Kappa
11
Feb 26, 2026
68.37Quadratic Weighted Kappa
11
Feb 26, 2026
80Accuracy
10
Feb 26, 2026
69.5Accuracy
10
Feb 26, 2026
75.1Accuracy
10
Mar 20, 2026
87.5Accuracy
8
May 12, 2026
83.18Accuracy
6
Mar 16, 2026
77.8Accuracy
5
Feb 26, 2026