Datasets › Real Blur Dataset
Real Blur Dataset
The dataset consists of 4,738 pairs of images of 232 different scenes including reference pairs. All images were captured both in the camera raw and JPEG formats, hence generating two datasets: RealBlur-R from the raw images, and RealBlur-J from the JPEG images. Each training set consists of 3,758 image pairs, while each test set consists of 980 image pairs.
The deblurring result is first aligned to its ground truth sharp image using a homography estimated by the enhanced correlation coefficients method, and PSNR or SSIM is computed in sRGB color space.
Benchmarks archive 2025-07-28
All 6 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 | ||||
|---|---|---|---|---|---|---|
| Deblurring | RealBlur-R (trained on GoPro) | AdaRevD PSNR (sRGB) 36.53 | AdaRevD: Adaptive Patch Exiting Reversible Decoder... | invokerer/deeprft +3 | 19 | Compare |
| Deblurring | RealBlur-J | AdaRevD PSNR (sRGB) 33.96 | AdaRevD: Adaptive Patch Exiting Reversible Decoder... | invokerer/deeprft +3 | 17 | Compare |
| Deblurring | RealBlur-R | AdaRevD PSNR (sRGB) 41.19 | AdaRevD: Adaptive Patch Exiting Reversible Decoder... | invokerer/deeprft +3 | 17 | Compare |
| Deblurring | RealBlur-J (trained on GoPro) | AdaRevD PSNR (sRGB) 30.12 | AdaRevD: Adaptive Patch Exiting Reversible Decoder... | invokerer/deeprft +3 | 15 | Compare |
| Image Deblurring | RealBlur-J | EVSSM PSNR 34.15 | Efficient Visual State Space Model for Image Deblurring | kkkls/evssm | 1 | Compare |
| Image Deblurring | RealBlur-R | EVSSM PSNR 41.04 | Efficient Visual State Space Model for Image Deblurring | kkkls/evssm | 1 | Compare |
Papers archive 2025-07-28
28 shown of 28 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 100. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
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
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
- RealBlur-J
- Real Blur Dataset
- RealBlur-R
- RealBlur-R (trained on GoPro)
- RealBlur-J (trained on GoPro)
5 variant names, 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