# Motion Deblurring on ImageNet 512 (val)

Source: [Motion Deblurring on ImageNet 512 (val)](<https://www.sota2.com/research/sota/motion-deblurring-on-imagenet-512-val>)

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

Data updated: 2026-05-11T10:39:53.963Z

Evaluation of motion deblurring performance on the validation split of ImageNet using 512 resolution images, reporting FID, PSNR, and LPIPS 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 512 (val) |
| Metric | FID |
| Unit | SCALAR |
| Direction | Lower 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

- [FID](<https://www.sota2.com/research/sota/motion-deblurring-on-imagenet-512-val.md?metric=FID>): Lower is better; unit: SCALAR.

- [PSNR](<https://www.sota2.com/research/sota/motion-deblurring-on-imagenet-512-val.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [LPIPS](<https://www.sota2.com/research/sota/motion-deblurring-on-imagenet-512-val.md?metric=LPIPS>): Lower is better; unit: SCALAR.

## Recorded results

| Method | FID | Result date | Report paper |
| --- | --- | --- | --- |
| CWGF | 41.81 | Not recorded | 6a0162c2dbc836b87d8233da |
| LATINO | 53.49 | Not recorded | 6a0162c2dbc836b87d8233da |
| LATINO-PRO | 67.44 | Not recorded | 6a0162c2dbc836b87d8233da |
| TReg | 78.75 | Not recorded | 6a0162c2dbc836b87d8233da |
| PSLD | 152.9 | Not recorded | 6a0162c2dbc836b87d8233da |
| P2L | 159.32 | Not recorded | 6a0162c2dbc836b87d8233da |
| LDPS | 166.8 | Not recorded | 6a0162c2dbc836b87d8233da |

### CWGF

FID: 41.81. Result ID: 6a01b0e947f34ce924e444d5.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162c2dbc836b87d8233da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0162c2dbc836b87d8233da.md>)

Recorded evaluation configuration: {"NFE":"16"}. This record does not assert independent reproduction.

### LATINO

FID: 53.49. Result ID: 6a01b0e947f34ce924e444cf.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162c2dbc836b87d8233da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bd21e209131cea8ab8f.md>)

Recorded evaluation configuration: {"NFE":"8"}. This record does not assert independent reproduction.

### LATINO-PRO

FID: 67.44. Result ID: 6a01b0e947f34ce924e444d0.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162c2dbc836b87d8233da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b261e209131cea86e17.md>)

Recorded evaluation configuration: {"NFE":"65"}. This record does not assert independent reproduction.

### TReg

FID: 78.75. Result ID: 6a01b0e947f34ce924e444d2.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162c2dbc836b87d8233da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77581e209131cea72889.md>)

Recorded evaluation configuration: {"NFE":"200"}. This record does not assert independent reproduction.

### PSLD

FID: 152.9. Result ID: 6a01b0e947f34ce924e444d3.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162c2dbc836b87d8233da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fe71e209131cea48057.md>)

[Implementation](<https://github.com/LituRout/PSLD>)

Recorded evaluation configuration: {"NFE":"200"}. This record does not assert independent reproduction.

### P2L

FID: 159.32. Result ID: 6a01b0e947f34ce924e444d1.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162c2dbc836b87d8233da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70b71e209131cea4cc46.md>)

Recorded evaluation configuration: {"NFE":"400"}. This record does not assert independent reproduction.

### LDPS

FID: 166.8. Result ID: 6a01b0e947f34ce924e444d4.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162c2dbc836b87d8233da.md>)

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

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

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