Datasets › LOL-Blur
LOL-Blur (low-blur/high-sharp-scaled)
A total of 170 videos for training and 30 videos for testing, each of which has 60 frames, amounting to 12,000 paired data. (Note that the first and last 30 frames of each video are NOT consecutive, and their darknesses are simulated differently as well.)
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 | ||||
|---|---|---|---|---|---|---|
| Low-light Image Deblurring and Enhancement | LOL-Blur | CIDNet Average PSNR 26.572 | You Only Need One Color Space: An Efficient Network for... | fediory/hvi-cidnet | 3 | 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 11. 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 | |||
|---|---|---|---|---|
| You Only Need One Color Space: An Efficient Network for Low-light Image Enhancement | 1 | 1 | 8 Feb 2024 | not harvested |
| Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement | 5 | 1 | 12 Mar 2023 | ran 2 of 10 samples (8 unverified) |
| LEDNet: Joint Low-light Enhancement and Deblurring in the Dark | 1 | 1 | 7 Feb 2022 | ran 4 of 7 samples (3 unverified; 7 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
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- LOL-Blur
1 variant name, as the archive lists them.
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