# Face Deblurring on Helen (PSNR, SSIM)

Source: [Face Deblurring on Helen (PSNR, SSIM)](<https://www.sota2.com/research/sota/face-deblurring-on-helen-psnr-ssim>)

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

Data updated: 2026-02-26T05:55:25.754Z

Evaluation of Face Deblurring performance on the Helen dataset, specifically reporting PSNR and SSIM 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 | Face Deblurring |
| Dataset (including any stated split) | Helen |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 11 of 11 |
| 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/face-deblurring-on-helen-psnr-ssim.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/face-deblurring-on-helen-psnr-ssim.md?metric=SSIM>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| UMSN | 27.75 | Not recorded | 68fa67c71e209131cea18433 |
| Kupyn et al. | 26.45 | Not recorded | 68fa67c71e209131cea18433 |
| Shen et al. | 25.99 | Not recorded | 68fa67c71e209131cea18433 |
| Shen et al. | 25.58 | Not recorded | 68fa67c71e209131cea18433 |
| Nah et al. | 24.12 | Not recorded | 68fa67c71e209131cea18433 |
| Pan et al. | 20.93 | Not recorded | 68fa67c71e209131cea18433 |
| Xu et al. | 20.11 | Not recorded | 68fa67c71e209131cea18433 |
| Shan et al. | 19.57 | Not recorded | 68fa67c71e209131cea18433 |
| Krishnan et al. | 19.3 | Not recorded | 68fa67c71e209131cea18433 |
| Cho et al. | 16.82 | Not recorded | 68fa67c71e209131cea18433 |
| Zhong et al. | 16.41 | Not recorded | 68fa67c71e209131cea18433 |

### UMSN

PSNR: 27.75. Result ID: 698d43f08b517eb43320384f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67c71e209131cea18433.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67c71e209131cea18433.md>)

[Implementation](<https://github.com/rajeevyasarla/UMSN-Face-Deblurring>)

Recorded evaluation configuration: {"loss":"Ltotal"}. This record does not assert independent reproduction.

### Kupyn et al.

PSNR: 26.45. Result ID: 698d43f08b517eb43320384e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67c71e209131cea18433.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa663a1e209131cea0efcf.md>)

[Implementation](<https://github.com/KupynOrest/DeblurGANv2>)

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

### Shen et al.

PSNR: 25.99. Result ID: 698d43f08b517eb43320384d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67c71e209131cea18433.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64241e209131cea02cf3.md>)

Recorded evaluation configuration: {"with\_GAN":false}. This record does not assert independent reproduction.

### Shen et al.

PSNR: 25.58. Result ID: 698d43f08b517eb43320384c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67c71e209131cea18433.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64241e209131cea02cf3.md>)

Recorded evaluation configuration: {"with\_GAN":true}. This record does not assert independent reproduction.

### Nah et al.

PSNR: 24.12. Result ID: 698d43f08b517eb43320384b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67c71e209131cea18433.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64511e209131cea04087.md>)

[Implementation](<https://github.com/SeungjunNah/DeepDeblur_release>)

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

### Pan et al.

PSNR: 20.93. Result ID: 698d43f08b517eb433203846.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67c71e209131cea18433.md>)

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

### Xu et al.

PSNR: 20.11. Result ID: 698d43f08b517eb433203848.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67c71e209131cea18433.md>)

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

### Shan et al.

PSNR: 19.57. Result ID: 698d43f08b517eb433203847.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67c71e209131cea18433.md>)

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

### Krishnan et al.

PSNR: 19.3. Result ID: 698d43f08b517eb433203845.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67c71e209131cea18433.md>)

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

### Cho et al.

PSNR: 16.82. Result ID: 698d43f08b517eb433203849.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67c71e209131cea18433.md>)

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

### Zhong et al.

PSNR: 16.41. Result ID: 698d43f08b517eb43320384a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67c71e209131cea18433.md>)

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

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