Datasets › REFUGE Challenge
REFUGE Challenge (Retinal Fundus Glaucoma Challenge)
REFUGE Challenge provides a data set of 1200 fundus images with ground truth segmentations and clinical glaucoma labels, currently the largest existing one.
Source: REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs Image Source: Orlando et al
Benchmarks archive 2025-07-28
All 4 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Optic Cup Segmentation | REFUGE Challenge | EfficientNet+U-Net++ Dice 0.8762 | Optic Disc, Cup and Fovea Detection from Retinal Images... | — | 2 | Compare |
| Fovea Detection | REFUGE Challenge | EfficientNet+U-Net++ Euclidean Distance (ED) 35.18 | Optic Disc, Cup and Fovea Detection from Retinal Images... | — | 1 | Compare |
| Optic Cup Detection | REFUGE Challenge | EfficientNet+U-Net++ IoU 0.8128 | Optic Disc, Cup and Fovea Detection from Retinal Images... | — | 1 | Compare |
| Optic Disc Detection | REFUGE Challenge | EfficientNet+U-Net++ IoU 0.8847 | Optic Disc, Cup and Fovea Detection from Retinal Images... | — | 1 | Compare |
Papers archive 2025-07-28
2 shown of 2 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 14. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Medical Image Segmentation Using Squeeze-and-Expansion Transformers | 2 | 1 | 20 May 2021 | ran 13 of 20 samples (7 unverified; 20 pointer-only for licence) |
| Optic Disc, Cup and Fovea Detection from Retinal Images Using U-Net++ with EfficientNet Encoder | 0 | 4 | 20 Nov 2020 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- REFUGE Challenge
1 variant name, as the archive lists them.
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