Datasets › ROSE
ROSE (Retinal OCTA SEgmentation dataset)
Retinal OCTA SEgmentation dataset (ROSE) consists of 229 OCTA images with vessel annotations at either centerline-level or pixel level.
Source: ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model Image Source: https://imed.nimte.ac.cn/dataofrose.html
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 | ||||
|---|---|---|---|---|---|---|
| Retinal Vessel Segmentation | ROSE-1 DVC | OCTA-Net Dice Score 70.74 | ROSE: A Retinal OCT-Angiography Vessel Segmentation... | iMED-Lab/OCTA-Net-OCTA-Vessel-Segmentation-Network | 5 | Compare |
| Retinal Vessel Segmentation | ROSE-1 SVC | OCTAve: OCTA-Net Dice Score 78.03 | OCTAve: 2D en face Optical Coherence Tomography... | IoBT-VISTEC/OCTAve | 5 | Compare |
| Retinal Vessel Segmentation | ROSE-1 SVC-DVC | OCTAve: OCTA-Net Dice Score 81.42 | OCTAve: 2D en face Optical Coherence Tomography... | IoBT-VISTEC/OCTAve | 5 | Compare |
| Retinal Vessel Segmentation | ROSE-2 | OCTAve: OCTA-Net Dice Score 71.18 | OCTAve: 2D en face Optical Coherence Tomography... | IoBT-VISTEC/OCTAve | 5 | 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 25. 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 | |||
|---|---|---|---|---|
| OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation | 1 | 4 | 25 Jul 2022 | not harvested |
| ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model | 1 | 4 | 10 Jul 2020 | ran 2 of 11 samples (9 unverified) |
| CE-Net: Context Encoder Network for 2D Medical Image Segmentation | 3 | 4 | 7 Mar 2019 | not harvested |
| Road Extraction by Deep Residual U-Net | 13 | 4 | 29 Nov 2017 | not harvested |
| U-Net: Convolutional Networks for Biomedical Image Segmentation | 487 | 4 | 18 May 2015 | ran 510 of 757 samples (247 unverified; 426 pointer-only for licence) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- ROSE
- ROSE-1 SVC
- ROSE-1 SVC-DVC
- ROSE-1 DVC
- ROSE-2
5 variant names, as the archive lists them.
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