Datasets › Flare7K
Flare7K
Flare7K, the first nighttime flare removal dataset, which is generated based on the observation and statistic of real-world nighttime lens flares. It offers 5,000 scattering flare images and 2,000 reflective flare images, consisting of 25 types of scattering flares and 10 types of reflective flares. The 7,000 flare patterns can be randomly added to the flare-free images, forming the flare-corrupted and flare-free image pairs.
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 | ||||
|---|---|---|---|---|---|---|
| Flare Removal | Flare7K | Kotp et al PSNR 27.662 | Flare-Free Vision: Empowering Uformer with Depth Insights | yousefkotp/Flare-Free-Vision-Empowering-Uformer-with-Depth-Insights | 10 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 13. 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 | |||
|---|---|---|---|---|
| Flare-Free Vision: Empowering Uformer with Depth Insights | 1 | 1 | 1 Apr 2024 | not harvested |
| FF-Former: Swin Fourier Transformer for Nighttime Flare Removal | 0 | 1 | 20 Mar 2023 | not harvested |
| Flare7K: A Phenomenological Nighttime Flare Removal Dataset | 1 | 8 | 12 Oct 2022 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Flare7K
1 variant name, as the archive lists them.
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