# Deblurring on ImageNet 50K 256x256 (val)

Source: [Deblurring on ImageNet 50K 256x256 (val)](<https://www.sota2.com/research/sota/deblurring-on-imagenet-50k-256x256-val>)

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

Data updated: 2026-02-26T05:55:39.063Z

Evaluation of image deblurring performance on the validation split of the ImageNet 50K dataset (256x256 resolution), measured using PSNR, FID, and KID.

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 | Deblurring |
| Dataset (including any stated split) | ImageNet 50K 256x256 (val) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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/deblurring-on-imagenet-50k-256x256-val.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [FID](<https://www.sota2.com/research/sota/deblurring-on-imagenet-50k-256x256-val.md?metric=FID>): Lower is better; unit: SCALAR.

- [KID](<https://www.sota2.com/research/sota/deblurring-on-imagenet-50k-256x256-val.md?metric=KID>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| DDRM-CC | 24.61 | Not recorded | 68fa6d9f1e209131cea3aea8 |
| DDRM | 24.6 | Not recorded | 68fa6d9f1e209131cea3aea8 |
| DDRM | 24.23 | Not recorded | 68fa6d9f1e209131cea3aea8 |
| DDRM-CC | 24.21 | Not recorded | 68fa6d9f1e209131cea3aea8 |
| BLURRY | 18.05 | Not recorded | 68fa6d9f1e209131cea3aea8 |

### DDRM-CC

PSNR: 24.61. Result ID: 698faebb3a6c314849fb1291.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d9f1e209131cea3aea8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d9f1e209131cea3aea8.md>)

[Implementation](<https://github.com/bahjat-kawar/ddrm>)

Recorded evaluation configuration: {"NFEs":20,"Resolution":"256x256","Additive noise level (sigma\_y)":0.05}. This record does not assert independent reproduction.

### DDRM

PSNR: 24.6. Result ID: 698faebb3a6c314849fb1290.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d9f1e209131cea3aea8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d9f1e209131cea3aea8.md>)

[Implementation](<https://github.com/bahjat-kawar/ddrm>)

Recorded evaluation configuration: {"NFEs":20,"Resolution":"256x256","Additive noise level (sigma\_y)":0.05}. This record does not assert independent reproduction.

### DDRM

PSNR: 24.23. Result ID: 698faebb3a6c314849fb128e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d9f1e209131cea3aea8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d9f1e209131cea3aea8.md>)

[Implementation](<https://github.com/bahjat-kawar/ddrm>)

Recorded evaluation configuration: {"NFEs":100,"Resolution":"256x256","Additive noise level (sigma\_y)":0.05}. This record does not assert independent reproduction.

### DDRM-CC

PSNR: 24.21. Result ID: 698faebb3a6c314849fb128f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d9f1e209131cea3aea8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d9f1e209131cea3aea8.md>)

[Implementation](<https://github.com/bahjat-kawar/ddrm>)

Recorded evaluation configuration: {"NFEs":100,"Resolution":"256x256","Additive noise level (sigma\_y)":0.05}. This record does not assert independent reproduction.

### BLURRY

PSNR: 18.05. Result ID: 698faebb3a6c314849fb128d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d9f1e209131cea3aea8.md>)

Recorded evaluation configuration: {"NFEs":0,"Resolution":"256x256","Additive noise level (sigma\_y)":0.05}. This record does not assert independent reproduction.

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