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Papers Benchmarks Datasets Tasks

Glaucoma Screening research benchmarks · SOTA2 Research

Glaucoma Screening

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ResNet152-KE-CBAM

94.55Accuracy

8

Apr 15, 2026

Combined (REFUGE, CHAKSU, ORIGA) N=899 (test)

96Accuracy (Acc)

7

May 11, 2026

sjchoi-HRF SMDG-19

EfficientNet-b2

85.1Accuracy

4

Apr 15, 2026

OIA-ODIR SMDG-19

ResNet152-KE-CBAM

92.1Accuracy

4

Apr 15, 2026

ResNet152-KE-CBAM

81.3Accuracy

4

Apr 15, 2026

80.1Accuracy

4

Apr 15, 2026

PAPILA (SMDG-19)

EfficientNet-b2

88.3Accuracy

4

Apr 15, 2026

ResNet152-KE-CBAM

69.7Accuracy

4

Apr 15, 2026

ResNet152-KE-CBAM

95.9Accuracy

4

Apr 15, 2026

Popular datasets

EyePACS REFUGE PAPILA OIA-ODIR ORIGA

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