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Retinal Disease Classification research benchmarks · SOTA2 Research

Retinal Disease Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OCT 2017 (test)

99.8Accuracy

24

Feb 26, 2026

OCTMNIST (test)

82.4Accuracy

20

Feb 26, 2026

RetinaMNIST (test)

56.8Overall Accuracy

16

Feb 26, 2026

95.25Overall Accuracy (OA)

13

Feb 26, 2026

69.06MAP

11

Feb 26, 2026

92.8AUROC

4

Mar 20, 2026

Popular datasets

OCT FIVES TOPCON-MM RetinaMNIST OCTMNIST

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