# Motion Deblurring on ImageNet 100 images (val)

Source: [Motion Deblurring on ImageNet 100 images (val)](<https://www.sota2.com/research/sota/motion-deblurring-on-imagenet-100-images-val>)

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

Data updated: 2026-05-15T06:59:07.080Z

Evaluation of motion deblurring performance on the validation split of the ImageNet 100 images subset, reporting PSNR, SSIM, LPIPS, and Residual scores.

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 Deblurring |
| Dataset (including any stated split) | ImageNet 100 images (val) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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-deblurring-on-imagenet-100-images-val.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/motion-deblurring-on-imagenet-100-images-val.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [LPIPS](<https://www.sota2.com/research/sota/motion-deblurring-on-imagenet-100-images-val.md?metric=LPIPS>): Lower is better; unit: SCALAR.

- [Residual Error (x1e-3)](<https://www.sota2.com/research/sota/motion-deblurring-on-imagenet-100-images-val.md?metric=Residual%20Error%20(x1e-3)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| DAPS | 26.61 | Not recorded | 68fa78b61e209131cea79f57 |
| DDiff | 24.16 | Not recorded | 68fa78b61e209131cea79f57 |

### DAPS

PSNR: 26.61. Result ID: 6a06c43747f34ce924edd037.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78b61e209131cea79f57.md>)

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

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

### DDiff

PSNR: 24.16. Result ID: 6a06c43747f34ce924edd036.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78b61e209131cea79f57.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78b61e209131cea79f57.md>)

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

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