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Fundus image dataset

Benchmarks

Task NameDataset NameSOTA ResultTrend
Optic Cup and Disc SegmentationFundus image dataset Average
Dice (All)88.95
30
Optic Cup and Disc SegmentationFundus image dataset Center 4
Dice (Optic Cup)90
17
Optic Cup and Disc SegmentationFundus image dataset Center 3
Dice (Optic Cup)88.4
17
Optic Cup and Disc SegmentationFundus image dataset Center 2
Dice Coefficient (Optic Cup)83.04
17
Optic Cup and Disc SegmentationFundus image dataset Center 1
Dice (Optic Cup)86.62
17
Optic Cup and Disc SegmentationFundus image dataset Average across Centers
ASSD (Optic Cup)3.24
17
Optic Cup and Disc SegmentationFundus image dataset Center 4
ASSD (OC)1.75
17
Optic Cup and Disc SegmentationFundus image dataset Center 3
ASSD (Optic Cup)2.73
17
Optic Cup and Disc SegmentationFundus image dataset Center 2
ASSD (Optic Cup)4.03
17
Optic Cup and Disc SegmentationFundus image dataset Center 1
ASSD (OC)3.14
17
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