# Motion Blur on ImageNet 256 (test)

Source: [Motion Blur on ImageNet 256 (test)](<https://www.sota2.com/research/sota/motion-blur-on-imagenet-256-test>)

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

Data updated: 2026-03-31T09:40:49.337Z

Evaluation of motion blur performance on the test split of the ImageNet 256 subset, reporting PSNR, SSIM, LPIPS, and FID.

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 | Motion Blur |
| Dataset (including any stated split) | ImageNet 256 (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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/motion-blur-on-imagenet-256-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/motion-blur-on-imagenet-256-test.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [LPIPS](<https://www.sota2.com/research/sota/motion-blur-on-imagenet-256-test.md?metric=LPIPS>): Lower is better; unit: SCALAR.

- [FID](<https://www.sota2.com/research/sota/motion-blur-on-imagenet-256-test.md?metric=FID>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| DDPG | 25.9 | Not recorded | 69253813d6b0dd334292f44a |
| JAPS | 25.31 | Not recorded | 69253813d6b0dd334292f44a |
| DAPS | 25.14 | Not recorded | 69253813d6b0dd334292f44a |
| DSG | 24.33 | Not recorded | 69253813d6b0dd334292f44a |
| DiffPIR | 24.13 | Not recorded | 69253813d6b0dd334292f44a |
| PiGDM | 20.97 | Not recorded | 69253813d6b0dd334292f44a |
| DPS | 20.09 | Not recorded | 69253813d6b0dd334292f44a |

### DDPG

PSNR: 25.9. Result ID: 69cb95c547f34ce924b43be5.

[Reporting paper](<https://www.sota2.com/research/paper/69253813d6b0dd334292f44a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72d91e209131cea58e59.md>)

[Implementation](<https://github.com/tirer-lab/DDPG>)

Recorded evaluation configuration: {"NFEs":"1000"}. This record does not assert independent reproduction.

### JAPS

PSNR: 25.31. Result ID: 69cb95c547f34ce924b43beb.

[Reporting paper](<https://www.sota2.com/research/paper/69253813d6b0dd334292f44a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69253813d6b0dd334292f44a.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DAPS

PSNR: 25.14. Result ID: 69cb95c547f34ce924b43be7.

[Reporting paper](<https://www.sota2.com/research/paper/69253813d6b0dd334292f44a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7aa31e209131cea84481.md>)

Recorded evaluation configuration: {"NFEs":"1000"}. This record does not assert independent reproduction.

### DSG

PSNR: 24.33. Result ID: 69cb95c547f34ce924b43be9.

[Reporting paper](<https://www.sota2.com/research/paper/69253813d6b0dd334292f44a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74051e209131cea5f4cb.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DiffPIR

PSNR: 24.13. Result ID: 69cb95c547f34ce924b43be6.

[Reporting paper](<https://www.sota2.com/research/paper/69253813d6b0dd334292f44a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f5a1e209131cea45311.md>)

Recorded evaluation configuration: {"NFEs":"1000"}. This record does not assert independent reproduction.

### PiGDM

PSNR: 20.97. Result ID: 69cb95c547f34ce924b43bea.

[Reporting paper](<https://www.sota2.com/research/paper/69253813d6b0dd334292f44a.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DPS

PSNR: 20.09. Result ID: 69cb95c547f34ce924b43be8.

[Reporting paper](<https://www.sota2.com/research/paper/69253813d6b0dd334292f44a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bdd1e209131cea8adbc.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.