# Blind Image Deblurring on Generic images 255 x 255 (Runtime)

Source: [Blind Image Deblurring on Generic images 255 x 255 (Runtime)](<https://www.sota2.com/research/sota/blind-image-deblurring-on-generic-images-255-x-255-runtime>)

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

Data updated: 2026-02-26T05:35:46.386Z

Evaluation of Blind Image Deblurring performance using generic 255x255 images, focusing on computational efficiency measured by average runtime.

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 | Blind Image Deblurring |
| Dataset (including any stated split) | Generic images 255 x 255 |
| Metric | Average Runtime (s) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 6 of 6 |
| 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

- [Average Runtime (s)](<https://www.sota2.com/research/sota/blind-image-deblurring-on-generic-images-255-x-255-runtime.md?metric=Average%20Runtime%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | Average Runtime (s) | Result date | Report paper |
| --- | --- | --- | --- |
| Xu et al. | 1.11 | Not recorded | 68fa642d1e209131cea03285 |
| Krishnan et al. | 24.23 | Not recorded | 68fa642d1e209131cea03285 |
| Discriminative Prior | 109.27 | Not recorded | 68fa642d1e209131cea03285 |
| Levin et al. | 117.06 | Not recorded | 68fa642d1e209131cea03285 |
| Pan et al. | 134.31 | Not recorded | 68fa642d1e209131cea03285 |
| Yan et al. | 264.78 | Not recorded | 68fa642d1e209131cea03285 |

### Xu et al.

Average Runtime (s): 1.11. Result ID: 698c15b6f729bc7f68e83781.

[Reporting paper](<https://www.sota2.com/research/paper/68fa642d1e209131cea03285.md>)

Recorded evaluation configuration: {"Implementation":"C++"}. This record does not assert independent reproduction.

### Krishnan et al.

Average Runtime (s): 24.23. Result ID: 698c15b6f729bc7f68e83782.

[Reporting paper](<https://www.sota2.com/research/paper/68fa642d1e209131cea03285.md>)

Recorded evaluation configuration: {"Implementation":"MATLAB"}. This record does not assert independent reproduction.

### Discriminative Prior

Average Runtime (s): 109.27. Result ID: 698c15b6f729bc7f68e83786.

[Reporting paper](<https://www.sota2.com/research/paper/68fa642d1e209131cea03285.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa642d1e209131cea03285.md>)

Recorded evaluation configuration: {"Implementation":"MATLAB"}. This record does not assert independent reproduction.

### Levin et al.

Average Runtime (s): 117.06. Result ID: 698c15b6f729bc7f68e83783.

[Reporting paper](<https://www.sota2.com/research/paper/68fa642d1e209131cea03285.md>)

Recorded evaluation configuration: {"Implementation":"MATLAB"}. This record does not assert independent reproduction.

### Pan et al.

Average Runtime (s): 134.31. Result ID: 698c15b6f729bc7f68e83784.

[Reporting paper](<https://www.sota2.com/research/paper/68fa642d1e209131cea03285.md>)

Recorded evaluation configuration: {"Implementation":"MATLAB"}. This record does not assert independent reproduction.

### Yan et al.

Average Runtime (s): 264.78. Result ID: 698c15b6f729bc7f68e83785.

[Reporting paper](<https://www.sota2.com/research/paper/68fa642d1e209131cea03285.md>)

Recorded evaluation configuration: {"Implementation":"MATLAB"}. This record does not assert independent reproduction.

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