Fundus image dataset
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Optic Cup and Disc Segmentation | Fundus image dataset Average | Dice (All)88.95 | 30 | |
| Optic Cup and Disc Segmentation | Fundus image dataset Center 4 | Dice (Optic Cup)90 | 17 | |
| Optic Cup and Disc Segmentation | Fundus image dataset Center 3 | Dice (Optic Cup)88.4 | 17 | |
| Optic Cup and Disc Segmentation | Fundus image dataset Center 2 | Dice Coefficient (Optic Cup)83.04 | 17 | |
| Optic Cup and Disc Segmentation | Fundus image dataset Center 1 | Dice (Optic Cup)86.62 | 17 | |
| Optic Cup and Disc Segmentation | Fundus image dataset Average across Centers | ASSD (Optic Cup)3.24 | 17 | |
| Optic Cup and Disc Segmentation | Fundus image dataset Center 4 | ASSD (OC)1.75 | 17 | |
| Optic Cup and Disc Segmentation | Fundus image dataset Center 3 | ASSD (Optic Cup)2.73 | 17 | |
| Optic Cup and Disc Segmentation | Fundus image dataset Center 2 | ASSD (Optic Cup)4.03 | 17 | |
| Optic Cup and Disc Segmentation | Fundus image dataset Center 1 | ASSD (OC)3.14 | 17 | |
| Binary Glaucoma Classification | Fundus image dataset (5-fold stratified cross-validation) | Accuracy99.42 | 7 |
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