Datasets › HRF
HRF (High-Resolution Fundus)
The HRF dataset is a dataset for retinal vessel segmentation which comprises 45 images and is organized as 15 subsets. Each subset contains one healthy fundus image, one image of patient with diabetic retinopathy and one glaucoma image. The image sizes are 3,304 x 2,336, with a training/testing image split of 22/23.
Source: Connection Sensitive Attention U-NET for Accurate Retinal Vessel Segmentation Image Source: https://www.researchgate.net/figure/Examples-of-fundus-images-from-HRF-database-with-corresponding-hand-labelled-gold_fig1_260625531
Benchmarks archive 2025-07-28
All 3 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 | ||||
|---|---|---|---|---|---|---|
| Retinal Vessel Segmentation | HRF | FSG-Net AUC 0.9874 | Full-scale Representation Guided Network for Retinal... | zombasy/fsg-net-pytorch | 4 | Compare |
| Artery/Veins Retinal Vessel Segmentation | HRF | RRWNet Accuracy 0.9783 | RRWNet: Recursive Refinement Network for effective... | j-morano/rrwnet | 1 | Compare |
| Classification | HRF | RRWNet Accuracy 0.9783 | RRWNet: Recursive Refinement Network for effective... | j-morano/rrwnet | 1 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 53. 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 | |||
|---|---|---|---|---|
| Dual encoding feature filtering generalized attention UNET for retinal vessel segmentation | 1 | 1 | 2 Jun 2025 | not harvested |
| Full-scale Representation Guided Network for Retinal Vessel Segmentation | 1 | 1 | 31 Jan 2025 | not harvested |
| RRWNet: Recursive Refinement Network for effective retinal artery/vein segmentation and classification | 1 | 2 | 5 Feb 2024 | not harvested |
| Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks | 0 | 1 | 26 Jul 2023 | not harvested |
| Deep Vessel Segmentation By Learning Graphical Connectivity | 1 | 1 | 6 Jun 2018 | 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
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- HRF
1 variant name, as the archive lists them.
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