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Drishti-GS dataset and benchmarks · SOTA2 Research

Research Datasets

Drishti-GS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Optic Cup Segmentation

Drishti-GS

94.2Dice Coefficient

39

Optic Disc Segmentation

Drishti-GS

97.4Dice Coefficient

39

OC/OD segmentation

Drishti-GS Domain C (unseen)

91.13DICE Score

24

Optic Disc Segmentation

Drishti-GS (external val)

97.09DSC (%)

20

Optic disc and cup segmentation

Drishti-GS (target domain)

0.974Dice (Disc)

15

Medical Image Segmentation

Drishti-GS

84.48Dice Score

11

Multi-label Fundus Image Segmentation

Drishti-GS 55 (unseen)

88.8OD Accuracy

11

Optic disc and cup segmentation

Drishti-GS (test)

93.14Dice OC

6

Popular tasks

Optic Disc Segmentation Optic disc and cup segmentation Medical Image Segmentation Optic Cup Segmentation Multi-label Fundus Image Segmentation

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