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

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

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

Data updated: 2026-02-26T05:56:50.405Z

Evaluation of Real-world Super-Resolution performance on the test split of the DRealSR 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) | DRealSR v1.0 (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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-drealsr-v1-0-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

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

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

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

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

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

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

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| OmniScaleSR | 23.73 | Not recorded | 693266fbd6b0dd3342934214 |
| FaithDiff | 23.71 | Not recorded | 693266fbd6b0dd3342934214 |
| OmniScaleSR | 22.62 | Not recorded | 693266fbd6b0dd3342934214 |
| SeeSR | 21.62 | Not recorded | 693266fbd6b0dd3342934214 |

### OmniScaleSR

PSNR: 23.73. Result ID: 6998901d5698665ec4f1c559.

[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.

### FaithDiff

PSNR: 23.71. Result ID: 6998901d5698665ec4f1c558.

[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":"x5.3","Setting":"ASSR"}. This record does not assert independent reproduction.

### OmniScaleSR

PSNR: 22.62. Result ID: 6998901d5698665ec4f1c55b.

[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":"x20.8","Setting":"ASSR"}. This record does not assert independent reproduction.

### SeeSR

PSNR: 21.62. Result ID: 6998901d5698665ec4f1c55a.

[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":"x20.8","Setting":"ASSR"}. This record does not assert independent reproduction.

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