# Real-world Super-Resolution on RealSR v1.0 (test)

Source: [Real-world Super-Resolution on RealSR v1.0 (test)](<https://www.sota2.com/research/sota/real-world-super-resolution-on-realsr-v1-0-test>)

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

Data updated: 2026-02-26T05:56:50.387Z

Evaluation of Real-world Super-Resolution performance on the test split of the RealSR v1.0 dataset, utilizing a comprehensive set of metrics including PSNR, LPIPS, FID, DISTS, MANIQA, MUSIQ, and CLIPIQA.

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 | Real-world Super-Resolution |
| Dataset (including any stated split) | RealSR v1.0 (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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/real-world-super-resolution-on-realsr-v1-0-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [LPIPS](<https://www.sota2.com/research/sota/real-world-super-resolution-on-realsr-v1-0-test.md?metric=LPIPS>): Lower is better; unit: SCALAR.

- [FID](<https://www.sota2.com/research/sota/real-world-super-resolution-on-realsr-v1-0-test.md?metric=FID>): Lower is better; unit: SCALAR.

- [DISTS](<https://www.sota2.com/research/sota/real-world-super-resolution-on-realsr-v1-0-test.md?metric=DISTS>): Lower is better; unit: SCALAR.

- [MANIQA](<https://www.sota2.com/research/sota/real-world-super-resolution-on-realsr-v1-0-test.md?metric=MANIQA>): Higher is better; unit: SCALAR.

- [MUSIQ](<https://www.sota2.com/research/sota/real-world-super-resolution-on-realsr-v1-0-test.md?metric=MUSIQ>): Higher is better; unit: SCALAR.

- [CLIPIQA](<https://www.sota2.com/research/sota/real-world-super-resolution-on-realsr-v1-0-test.md?metric=CLIPIQA>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| FaithDiff | 22.07 | Not recorded | 693266fbd6b0dd3342934214 |
| OmniScaleSR | 21.51 | Not recorded | 693266fbd6b0dd3342934214 |
| StableSR | 21.45 | Not recorded | 693266fbd6b0dd3342934214 |
| OmniScaleSR | 21.45 | Not recorded | 693266fbd6b0dd3342934214 |
| OmniScaleSR | 20.29 | Not recorded | 693266fbd6b0dd3342934214 |
| OmniScaleSR | 19.97 | Not recorded | 693266fbd6b0dd3342934214 |
| XPSR | 18.99 | Not recorded | 693266fbd6b0dd3342934214 |
| SeeSR | 18.88 | Not recorded | 693266fbd6b0dd3342934214 |

### FaithDiff

PSNR: 22.07. Result ID: 6998901d5698665ec4f1c552.

[Reporting paper](<https://www.sota2.com/research/paper/693266fbd6b0dd3342934214.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75e01e209131cea6a633.md>)

Recorded evaluation configuration: {"Scale":"x8","Setting":"ASSR"}. This record does not assert independent reproduction.

### OmniScaleSR

PSNR: 21.51. Result ID: 6998901d5698665ec4f1c551.

[Reporting paper](<https://www.sota2.com/research/paper/693266fbd6b0dd3342934214.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693266fbd6b0dd3342934214.md>)

Recorded evaluation configuration: {"Scale":"x5.3","Setting":"ASSR"}. This record does not assert independent reproduction.

### StableSR

PSNR: 21.45. Result ID: 6998901d5698665ec4f1c550.

[Reporting paper](<https://www.sota2.com/research/paper/693266fbd6b0dd3342934214.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73d81e209131cea5e781.md>)

Recorded evaluation configuration: {"Scale":"x5.3","Setting":"ASSR"}. This record does not assert independent reproduction.

### OmniScaleSR

PSNR: 21.45. Result ID: 6998901d5698665ec4f1c553.

[Reporting paper](<https://www.sota2.com/research/paper/693266fbd6b0dd3342934214.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693266fbd6b0dd3342934214.md>)

Recorded evaluation configuration: {"Scale":"x8","Setting":"ASSR"}. This record does not assert independent reproduction.

### OmniScaleSR

PSNR: 20.29. Result ID: 6998901d5698665ec4f1c557.

[Reporting paper](<https://www.sota2.com/research/paper/693266fbd6b0dd3342934214.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693266fbd6b0dd3342934214.md>)

Recorded evaluation configuration: {"Scale":"x24","Setting":"ASSR"}. This record does not assert independent reproduction.

### OmniScaleSR

PSNR: 19.97. Result ID: 6998901d5698665ec4f1c555.

[Reporting paper](<https://www.sota2.com/research/paper/693266fbd6b0dd3342934214.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693266fbd6b0dd3342934214.md>)

Recorded evaluation configuration: {"Scale":"x10.7","Setting":"ASSR"}. This record does not assert independent reproduction.

### XPSR

PSNR: 18.99. Result ID: 6998901d5698665ec4f1c556.

[Reporting paper](<https://www.sota2.com/research/paper/693266fbd6b0dd3342934214.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74321e209131cea6059c.md>)

Recorded evaluation configuration: {"Scale":"x24","Setting":"ASSR"}. This record does not assert independent reproduction.

### SeeSR

PSNR: 18.88. Result ID: 6998901d5698665ec4f1c554.

[Reporting paper](<https://www.sota2.com/research/paper/693266fbd6b0dd3342934214.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73771e209131cea5cb1f.md>)

[Implementation](<https://github.com/cswry/SeeSR>)

Recorded evaluation configuration: {"Scale":"x10.7","Setting":"ASSR"}. This record does not assert independent reproduction.

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