# Image Deblurring on Set5 Gaussian Blur (test)

Source: [Image Deblurring on Set5 Gaussian Blur (test)](<https://www.sota2.com/research/sota/image-deblurring-on-set5-gaussian-blur-test>)

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

Data updated: 2026-02-26T05:37:27.661Z

Evaluation of Image Deblurring performance on the test split of the Set5 dataset corrupted by Gaussian Blur, reporting metrics for specific categories (Baby, Bird, Butterfly, Head, Woman).

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 | Image Deblurring |
| Dataset (including any stated split) | Set5 Gaussian Blur (test) |
| Metric | Baby Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [Baby Score](<https://www.sota2.com/research/sota/image-deblurring-on-set5-gaussian-blur-test.md?metric=Baby%20Score>): Higher is better; unit: SCALAR.

- [Bird Score](<https://www.sota2.com/research/sota/image-deblurring-on-set5-gaussian-blur-test.md?metric=Bird%20Score>): Higher is better; unit: SCALAR.

- [Butterfly Score](<https://www.sota2.com/research/sota/image-deblurring-on-set5-gaussian-blur-test.md?metric=Butterfly%20Score>): Higher is better; unit: SCALAR.

- [Head Score](<https://www.sota2.com/research/sota/image-deblurring-on-set5-gaussian-blur-test.md?metric=Head%20Score>): Higher is better; unit: SCALAR.

- [Woman Score](<https://www.sota2.com/research/sota/image-deblurring-on-set5-gaussian-blur-test.md?metric=Woman%20Score>): Higher is better; unit: SCALAR.

- [Average Score](<https://www.sota2.com/research/sota/image-deblurring-on-set5-gaussian-blur-test.md?metric=Average%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Baby Score | Result date | Report paper |
| --- | --- | --- | --- |
| DeepRED | 35.3 | Not recorded | 68fa66961e209131cea1125d |
| MSWNN | 35.21 | Not recorded | 68fa66961e209131cea1125d |
| EPLL | 35.06 | Not recorded | 68fa66961e209131cea1125d |
| IDD-BM3D | 35.01 | Not recorded | 68fa66961e209131cea1125d |
| IRCNN | 34.83 | Not recorded | 68fa66961e209131cea1125d |
| DIP | 34.75 | Not recorded | 68fa66961e209131cea1125d |
| RED+TNRD | 34.73 | Not recorded | 68fa66961e209131cea1125d |
| NCSR | 34.47 | Not recorded | 68fa66961e209131cea1125d |
| Blurred | 30.19 | Not recorded | 68fa66961e209131cea1125d |

### DeepRED

Baby Score: 35.3. Result ID: 698cfa0f8b517eb4331e1a90.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66961e209131cea1125d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66961e209131cea1125d.md>)

Recorded evaluation configuration: {"Blur Type":"Gaussian"}. This record does not assert independent reproduction.

### MSWNN

Baby Score: 35.21. Result ID: 698cfa0f8b517eb4331e1a91.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66961e209131cea1125d.md>)

Recorded evaluation configuration: {"Blur Type":"Gaussian"}. This record does not assert independent reproduction.

### EPLL

Baby Score: 35.06. Result ID: 698cfa0f8b517eb4331e1a97.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66961e209131cea1125d.md>)

Recorded evaluation configuration: {"Blur Type":"Gaussian"}. This record does not assert independent reproduction.

### IDD-BM3D

Baby Score: 35.01. Result ID: 698cfa0f8b517eb4331e1a96.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66961e209131cea1125d.md>)

Recorded evaluation configuration: {"Blur Type":"Gaussian"}. This record does not assert independent reproduction.

### IRCNN

Baby Score: 34.83. Result ID: 698cfa0f8b517eb4331e1a92.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66961e209131cea1125d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa634b1e209131ce9fdcf4.md>)

[Implementation](<https://github.com/cszn/ircnn>)

Recorded evaluation configuration: {"Blur Type":"Gaussian"}. This record does not assert independent reproduction.

### DIP

Baby Score: 34.75. Result ID: 698cfa0f8b517eb4331e1a93.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66961e209131cea1125d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67891e209131cea16bed.md>)

Recorded evaluation configuration: {"Blur Type":"Gaussian"}. This record does not assert independent reproduction.

### RED+TNRD

Baby Score: 34.73. Result ID: 698cfa0f8b517eb4331e1a94.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66961e209131cea1125d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa542d1e209131ce9895db.md>)

Recorded evaluation configuration: {"Blur Type":"Gaussian"}. This record does not assert independent reproduction.

### NCSR

Baby Score: 34.47. Result ID: 698cfa0f8b517eb4331e1a95.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66961e209131cea1125d.md>)

Recorded evaluation configuration: {"Blur Type":"Gaussian"}. This record does not assert independent reproduction.

### Blurred

Baby Score: 30.19. Result ID: 698cfa0f8b517eb4331e1a98.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66961e209131cea1125d.md>)

Recorded evaluation configuration: {"Blur Type":"Gaussian"}. This record does not assert independent reproduction.

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