Diabetic Retinopathy
Benchmarks
TaskDatasetSOTA resultTrendResults
Diabetic Retinopathy
0.207Worst Delta
12
Diabetic Retinopathy
1.307RMSE
12
Diabetic Retinopathy
0.152P90 Delta
12
Diabetic Retinopathy (APTOS, DDR, DRD) (test)
84.4Average Accuracy
9
Diabetic Retinopathy UCI
0.267Average Cost
7
Diabetic Retinopathy
52.66Balanced Acc
6
VTAB Diabetic Retinopathy
69Accuracy
6
Diabetic Retinopathy
98.5Average Queries
4
Diabetic Retinopathy
50Average Queries
4
Diabetic Retinopathy (test)
58.49Accuracy
3
Diabetic Retinopathy MDG setting
50.1F1 (Grade 3)
2
Diabetic Retinopathy 3,000 fundus images (5-fold cross-validation)
98.7Global AUPRC
1