Diabetic Retinopathy Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.61Accuracy
30
Feb 26, 2026
86.8AUC
17
Mar 20, 2026
92.56AUROC
16
Jun 16, 2026
78.3Accuracy
14
Feb 26, 2026
80.48AUC
13
Feb 26, 2026
0.879AUC
13
Feb 26, 2026
81.1AUC
13
Feb 26, 2026
74.2AUC
13
Feb 26, 2026
84.4Average Accuracy
9
Mar 16, 2026
85.2Accuracy
7
May 13, 2026
0.951AUROC
7
Feb 26, 2026
69.48Accuracy
6
Mar 16, 2026
80.04Accuracy
6
Mar 16, 2026
75.1Accuracy
6
Mar 16, 2026
91.824Accuracy
6
Mar 4, 2026
0.949AUROC
6
Feb 26, 2026
97.8Accuracy
5
Feb 26, 2026
92Balanced Accuracy
4
Jul 7, 2026
98.7Mean DR Accuracy
4
Jun 16, 2026
78.2F1 Score
4
Mar 16, 2026
98.7Accuracy
4
Feb 26, 2026
0.859AUC
3
May 14, 2026
0.836AUC
3
May 14, 2026
67.6Accuracy
3
Mar 16, 2026
59.2Accuracy
3
Mar 16, 2026