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Papers Benchmarks Datasets Tasks

Glaucoma Detection research benchmarks · SOTA2 Research

Glaucoma Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

REFUGE 2.0 (test)

89.62AUC

40

Feb 26, 2026

95.58Accuracy

32

Feb 26, 2026

Harvard-FairVLMed

1.35DPD

12

May 7, 2026

FairFundus Age Partition (5 Fold Cross-Validation)

1.91DPD

6

May 7, 2026

FairFundus Gender Partition (5 Fold Cross-Validation)

1.09DPD

6

May 7, 2026

Harvard-FairVLMed (test)

0.72AUC

4

Feb 26, 2026

GHS (Gutenberg Health Study)

Improved glaucoma referral regression network (G-RISK) model

0.984AUC

1

Jul 7, 2026

BMES (Blue Mountains Eye Study)

Improved glaucoma referral regression network (G-RISK) model

0.976AUC

1

Jul 7, 2026

Ensemble model based on the KNN algorithm

98AUC

1

Jul 7, 2026

Brazil Glaucoma (BrG)

ensemble model incorporated with Resnet50v2, Mobilenet, Densenet, InceptionV3, and Resnet101

0.965AUC

1

Jul 7, 2026

Popular datasets

Harvard-FairVLMed FairFundus REFUGE LAG Brazil Glaucoma

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