Fundus image dataset
Benchmarks
TaskDatasetSOTA resultTrendResults
Fundus image dataset Average
88.95Dice (All)
30
Fundus image dataset Center 4
90Dice (Optic Cup)
17
Fundus image dataset Center 3
88.4Dice (Optic Cup)
17
Fundus image dataset Center 2
83.04Dice Coefficient (Optic Cup)
17
Fundus image dataset Center 1
86.62Dice (Optic Cup)
17
Fundus image dataset Average across Centers
3.24ASSD (Optic Cup)
17
Fundus image dataset Center 4
1.75ASSD (OC)
17
Fundus image dataset Center 3
2.73ASSD (Optic Cup)
17
Fundus image dataset Center 2
4.03ASSD (Optic Cup)
17
Fundus image dataset Center 1
3.14ASSD (OC)
17
Fundus image dataset (5-fold stratified cross-validation)
99.42Accuracy
7