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Papers Benchmarks Datasets Tasks

DR Grading research benchmarks · SOTA2 Research

DR Grading

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.884Kappa

22

Feb 26, 2026

Harvard-30k (test)

79.5Accuracy

15

Feb 26, 2026

0.852Kappa

11

Feb 26, 2026

IDRiD (10-fold cross-val)

90.79AUC

10

Feb 26, 2026

DDR subset (10-fold cross-validation)

91.72AUC

10

Feb 26, 2026

Private Data (10-fold cross-val)

92.18AUC

10

Feb 26, 2026

EyePACS (External val)

0.705Kappa

6

Feb 26, 2026

80.78Quadratic Weighted Kappa

5

Feb 26, 2026

Messidor-2 (test)

85.14Quadratic Kappa

3

Feb 26, 2026

Popular datasets

EyePACS EyeQ Harvard-30k Messidor DDR

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