# Motion Deblurring on ImageNet 1K (test)

Source: [Motion Deblurring on ImageNet 1K (test)](<https://www.sota2.com/research/sota/motion-deblurring-on-imagenet-1k-test>)

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

Data updated: 2026-02-26T05:56:03.786Z

Evaluation of motion deblurring performance on the test split of the ImageNet 1K dataset, measured using PSNR and LPIPS.

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 1K (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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-1k-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [LPIPS](<https://www.sota2.com/research/sota/motion-deblurring-on-imagenet-1k-test.md?metric=LPIPS>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| IDPG | 26.02 | Not recorded | 68fa72d91e209131cea58e59 |
| DDPG | 25.94 | Not recorded | 68fa72d91e209131cea58e59 |
| DiffPIR | 25.34 | Not recorded | 68fa72d91e209131cea58e59 |
| DPS | 17.52 | Not recorded | 68fa72d91e209131cea58e59 |

### IDPG

PSNR: 26.02. Result ID: 69929d573a6c3148491029d7.

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

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

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

Recorded evaluation configuration: {"Noise level (sigma\_e)":"0.05"}. This record does not assert independent reproduction.

### DDPG

PSNR: 25.94. Result ID: 69929d573a6c3148491029d8.

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

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

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

Recorded evaluation configuration: {"Noise level (sigma\_e)":"0.05"}. This record does not assert independent reproduction.

### DiffPIR

PSNR: 25.34. Result ID: 69929d573a6c3148491029d6.

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

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

Recorded evaluation configuration: {"Noise level (sigma\_e)":"0.05"}. This record does not assert independent reproduction.

### DPS

PSNR: 17.52. Result ID: 69929d573a6c3148491029d5.

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

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

Recorded evaluation configuration: {"Noise level (sigma\_e)":"0.05","Number of Function Evaluations (NFEs)":"1000"}. This record does not assert independent reproduction.

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