# Single Image Super-Resolution on Set14 (Per-Image Scores)

Source: [Single Image Super-Resolution on Set14 (Per-Image Scores)](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set14-per-image-scores>)

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

Data updated: 2026-02-26T06:09:08.153Z

Evaluation of Single Image Super-Resolution performance on the Set14 dataset, reporting metrics broken down by individual test images (e.g., baboon, lena).

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 | Single Image Super-Resolution |
| Dataset (including any stated split) | Set14 |
| Metric | baboon |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [baboon](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set14-per-image-scores.md?metric=baboon>): Higher is better; unit: SCALAR.

- [barbara](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set14-per-image-scores.md?metric=barbara>): Higher is better; unit: SCALAR.

- [coastgrd](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set14-per-image-scores.md?metric=coastgrd>): Higher is better; unit: SCALAR.

- [comic](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set14-per-image-scores.md?metric=comic>): Higher is better; unit: SCALAR.

- [face](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set14-per-image-scores.md?metric=face>): Higher is better; unit: SCALAR.

- [flowers](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set14-per-image-scores.md?metric=flowers>): Higher is better; unit: SCALAR.

- [foreman](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set14-per-image-scores.md?metric=foreman>): Higher is better; unit: SCALAR.

- [lena](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set14-per-image-scores.md?metric=lena>): Higher is better; unit: SCALAR.

- [monarq](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set14-per-image-scores.md?metric=monarq>): Higher is better; unit: SCALAR.

- [pepper](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set14-per-image-scores.md?metric=pepper>): Higher is better; unit: SCALAR.

- [ppt3](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set14-per-image-scores.md?metric=ppt3>): Higher is better; unit: SCALAR.

- [zebra](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set14-per-image-scores.md?metric=zebra>): Higher is better; unit: SCALAR.

- [Average Score](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set14-per-image-scores.md?metric=Average%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | baboon | Result date | Report paper |
| --- | --- | --- | --- |
| RED | 22.55 | Not recorded | 68fa66961e209131cea1125d |
| DeepRED | 22.51 | Not recorded | 68fa66961e209131cea1125d |
| DIP | 22.21 | Not recorded | 68fa66961e209131cea1125d |

### RED

baboon: 22.55. Result ID: 698cfa0f8b517eb4331e1a78.

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

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

Recorded evaluation configuration: {"Scale Factor":"4:1","Algorithm Variant":"FP-BM3D"}. This record does not assert independent reproduction.

### DeepRED

baboon: 22.51. Result ID: 698cfa0f8b517eb4331e1a77.

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

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

Recorded evaluation configuration: {"Scale Factor":"4:1"}. This record does not assert independent reproduction.

### DIP

baboon: 22.21. Result ID: 698cfa0f8b517eb4331e1a79.

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

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

Recorded evaluation configuration: {"Scale Factor":"4:1","Algorithm Variant":"Our Run"}. This record does not assert independent reproduction.

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