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Papers Benchmarks Datasets Tasks

Fundus image dataset dataset and benchmarks · SOTA2 Research

Research Datasets

Fundus image dataset

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Optic Cup and Disc Segmentation

Fundus image dataset Average

88.95Dice (All)

30

Optic Cup and Disc Segmentation

Fundus image dataset Center 4

90Dice (Optic Cup)

17

Optic Cup and Disc Segmentation

Fundus image dataset Center 3

88.4Dice (Optic Cup)

17

Optic Cup and Disc Segmentation

Fundus image dataset Center 2

83.04Dice Coefficient (Optic Cup)

17

Optic Cup and Disc Segmentation

Fundus image dataset Center 1

86.62Dice (Optic Cup)

17

Optic Cup and Disc Segmentation

Fundus image dataset Average across Centers

3.24ASSD (Optic Cup)

17

Optic Cup and Disc Segmentation

Fundus image dataset Center 4

1.75ASSD (OC)

17

Optic Cup and Disc Segmentation

Fundus image dataset Center 3

2.73ASSD (Optic Cup)

17

Optic Cup and Disc Segmentation

Fundus image dataset Center 2

4.03ASSD (Optic Cup)

17

Optic Cup and Disc Segmentation

Fundus image dataset Center 1

3.14ASSD (OC)

17

Binary Glaucoma Classification

Fundus image dataset (5-fold stratified cross-validation)

99.42Accuracy

7

Popular tasks

Optic Cup and Disc Segmentation Binary Glaucoma Classification

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