# Single Image Super-Resolution on Set5 8:1 (test)

Source: [Single Image Super-Resolution on Set5 8:1 (test)](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set5-8-1-test>)

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

Data updated: 2026-02-26T05:55:24.195Z

Evaluation of Single Image Super-Resolution performance on the Set5 dataset using the 8:1 scale factor on the test split, typically measured using PSNR.

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) | Set5 8:1 (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher 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

- [PSNR](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set5-8-1-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [PSNR (baby)](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set5-8-1-test.md?metric=PSNR%20(baby)>): Higher is better; unit: SCALAR.

- [PSNR (bird)](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set5-8-1-test.md?metric=PSNR%20(bird)>): Higher is better; unit: SCALAR.

- [PSNR (butterfly)](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set5-8-1-test.md?metric=PSNR%20(butterfly)>): Higher is better; unit: SCALAR.

- [PSNR (head)](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set5-8-1-test.md?metric=PSNR%20(head)>): Higher is better; unit: SCALAR.

- [PSNR (woman)](<https://www.sota2.com/research/sota/single-image-super-resolution-on-set5-8-1-test.md?metric=PSNR%20(woman)>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| SRR | 26.1 | Not recorded | 68fa66961e209131cea1125d |
| DeepRED | 26.04 | Not recorded | 68fa66961e209131cea1125d |
| DeepRED | 26.04 | Not recorded | 68fa66961e209131cea1125d |
| DIP | 25.84 | Not recorded | 68fa66961e209131cea1125d |
| DIP | 25.84 | Not recorded | 68fa66961e209131cea1125d |
| RED | 25.56 | Not recorded | 68fa66961e209131cea1125d |

### SRR

PSNR: 26.1. Result ID: 698cfa0f8b517eb4331e1a6d.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa63681e209131ce9fe7d8.md>)

[Implementation](<https://twitter.box.com/s/lcue6vlrd01ljkdtdkhmfvk7vtjhetog>)

Recorded evaluation configuration: {"upscaling ratio":"8:1"}. This record does not assert independent reproduction.

### DeepRED

PSNR: 26.04. Result ID: 698cfa0f8b517eb4331e1a6c.

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

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

Recorded evaluation configuration: {"upscaling ratio":"8:1"}. This record does not assert independent reproduction.

### DeepRED

PSNR: 26.04. Result ID: 698cfa0f8b517eb4331e1a74.

[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":"8:1"}. This record does not assert independent reproduction.

### DIP

PSNR: 25.84. Result ID: 698cfa0f8b517eb4331e1a6b.

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

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

Recorded evaluation configuration: {"upscaling ratio":"8:1"}. This record does not assert independent reproduction.

### DIP

PSNR: 25.84. Result ID: 698cfa0f8b517eb4331e1a76.

[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":"8:1","run\_mode":"Our Run"}. This record does not assert independent reproduction.

### RED

PSNR: 25.56. Result ID: 698cfa0f8b517eb4331e1a75.

[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":"8:1","variant":"FP-BM3D"}. This record does not assert independent reproduction.

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