# Image Deblurring on RealBlur-R Raw (test)

Source: [Image Deblurring on RealBlur-R Raw (test)](<https://www.sota2.com/research/sota/image-deblurring-on-realblur-r-raw-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:56:04.310Z

Evaluation of Image Deblurring performance on the test split of the RealBlur-R Raw dataset, measured using PSNR and SSIM.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Image Deblurring |
| Dataset (including any stated split) | RealBlur-R Raw (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [PSNR](<https://www.sota2.com/research/sota/image-deblurring-on-realblur-r-raw-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/image-deblurring-on-realblur-r-raw-test.md?metric=SSIM>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| MISC Filter | 41.23 | Not recorded | 68fa72f91e209131cea59ae7 |
| UFPNet | 40.61 | Not recorded | 68fa72f91e209131cea59ae7 |
| FFTformer | 40.11 | Not recorded | 68fa72f91e209131cea59ae7 |
| Stripformer | 39.84 | Not recorded | 68fa72f91e209131cea59ae7 |
| DeepRFT+ | 39.84 | Not recorded | 68fa72f91e209131cea59ae7 |
| MAXIM | 39.45 | Not recorded | 68fa72f91e209131cea59ae7 |
| MPRNet | 39.31 | Not recorded | 68fa72f91e209131cea59ae7 |
| SRN | 38.65 | Not recorded | 68fa72f91e209131cea59ae7 |
| DeblurGANv2 | 36.44 | Not recorded | 68fa72f91e209131cea59ae7 |

### MISC Filter

PSNR: 41.23. Result ID: 6992a6223a6c314849106428.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

[Implementation](<https://github.com/ChengxuLiu/MISCFilter>)

Recorded evaluation configuration: {"#P(M)":"16.0","RT(s)":"0.07"}. This record does not assert independent reproduction.

### UFPNet

PSNR: 40.61. Result ID: 6992a6223a6c314849106426.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

Recorded evaluation configuration: {"#P(M)":"80.3","RT(s)":null}. This record does not assert independent reproduction.

### FFTformer

PSNR: 40.11. Result ID: 6992a6223a6c314849106427.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dfc1e209131cea3d31f.md>)

[Implementation](<https://github.com/kkkls/FFTformer>)

Recorded evaluation configuration: {"#P(M)":"16.6","RT(s)":"0.13"}. This record does not assert independent reproduction.

### Stripformer

PSNR: 39.84. Result ID: 6992a6223a6c314849106424.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d111e209131cea376cd.md>)

[Implementation](<https://github.com/pp00704831/Stripformer>)

Recorded evaluation configuration: {"#P(M)":"26.1","RT(s)":"0.04"}. This record does not assert independent reproduction.

### DeepRFT+

PSNR: 39.84. Result ID: 6992a6223a6c314849106425.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e061e209131cea3d7b8.md>)

[Implementation](<https://github.com/DeepMed-Lab/DeepRFT-AAAI2023>)

Recorded evaluation configuration: {"#P(M)":"23","RT(s)":"0.09"}. This record does not assert independent reproduction.

### MAXIM

PSNR: 39.45. Result ID: 6992a6223a6c314849106423.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c341e209131cea32c9a.md>)

[Implementation](<https://github.com/google-research/maxim>)

Recorded evaluation configuration: {"#P(M)":null,"RT(s)":null}. This record does not assert independent reproduction.

### MPRNet

PSNR: 39.31. Result ID: 6992a6223a6c314849106422.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69971e209131cea22e7c.md>)

[Implementation](<https://github.com/swz30/MPRNet>)

Recorded evaluation configuration: {"#P(M)":"20.1","RT(s)":"0.09"}. This record does not assert independent reproduction.

### SRN

PSNR: 38.65. Result ID: 6992a6223a6c314849106420.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa640c1e209131cea02522.md>)

Recorded evaluation configuration: {"#P(M)":"6.8","RT(s)":"0.07"}. This record does not assert independent reproduction.

### DeblurGANv2

PSNR: 36.44. Result ID: 6992a6223a6c314849106421.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72f91e209131cea59ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa663a1e209131cea0efcf.md>)

[Implementation](<https://github.com/KupynOrest/DeblurGANv2>)

Recorded evaluation configuration: {"#P(M)":"60.9","RT(s)":"0.04"}. This record does not assert independent reproduction.

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