Datasets › FIRE
FIRE (Fundus Image Registration Dataset)
Fundus Image Registration Dataset (FIRE) is a dataset consisting of 129 retinal images forming 134 image pairs. These image pairs are split into 3 different categories depending on their characteristics. The images were acquired with a Nidek AFC-210 fundus camera, which acquires images with a resolution of 2912x2912 pixels and a FOV of 45° both in the x and y dimensions. Images were acquired at the Papageorgiou Hospital, Aristotle University of Thessaloniki, Thessaloniki from 39 patients.
Benchmarks archive 2025-07-28
All 1 leaderboard 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 | ||||
|---|---|---|---|---|---|---|
| Image Registration | FIRE | LKRetina mAUC 0.761 | Reverse Knowledge Distillation: Training a Large Model... | SaharAlmahfouzNasser/MeDAL-Retina | 6 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 4. 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 | |||
|---|---|---|---|---|
| Reverse Knowledge Distillation: Training a Large Model using a Small One for Retinal Image Matching on Limited Data | 1 | 1 | 20 Jul 2023 | not harvested |
| Semi-Supervised Keypoint Detector and Descriptor for Retinal Image Matching | 2 | 3 | 16 Jul 2022 | not harvested |
| GLAMpoints: Greedily Learned Accurate Match points | 3 | 1 | 19 Aug 2019 | not harvested |
| Distinctive Image Features from Scale-Invariant Keypoints | 2 | 1 | 5 Jan 2004 | not harvested |
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
- FIRE
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections