# Video Restoration on REDS30

Source: [Video Restoration on REDS30](<https://www.sota2.com/research/sota/video-restoration-on-reds30>)

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

Data updated: 2026-02-26T05:56:45.723Z

Evaluation of video restoration performance on the REDS30 dataset, utilizing a comprehensive set of metrics including PSNR, SSIM, LPIPS, and various learned image/video quality assessment metrics (e.g., MUSIQ, MANIQA).

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 | Video Restoration |
| Dataset (including any stated split) | REDS30 |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 17 of 17 |
| 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/video-restoration-on-reds30.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/video-restoration-on-reds30.md?metric=SSIM>): Higher is better; unit: SCALAR.

- [LPIPS](<https://www.sota2.com/research/sota/video-restoration-on-reds30.md?metric=LPIPS>): Lower is better; unit: SCALAR.

- [DISTS](<https://www.sota2.com/research/sota/video-restoration-on-reds30.md?metric=DISTS>): Lower is better; unit: SCALAR.

- [MUSIQ](<https://www.sota2.com/research/sota/video-restoration-on-reds30.md?metric=MUSIQ>): Higher is better; unit: SCALAR.

- [MANIQA](<https://www.sota2.com/research/sota/video-restoration-on-reds30.md?metric=MANIQA>): Higher is better; unit: SCALAR.

- [CLIP-IQA](<https://www.sota2.com/research/sota/video-restoration-on-reds30.md?metric=CLIP-IQA>): Higher is better; unit: SCALAR.

- [NIQE](<https://www.sota2.com/research/sota/video-restoration-on-reds30.md?metric=NIQE>): Lower is better; unit: SCALAR.

- [tLPIPS](<https://www.sota2.com/research/sota/video-restoration-on-reds30.md?metric=tLPIPS>): Lower is better; unit: SCALAR.

- [tOF](<https://www.sota2.com/research/sota/video-restoration-on-reds30.md?metric=tOF>): Lower is better; unit: SCALAR.

- [DOVER](<https://www.sota2.com/research/sota/video-restoration-on-reds30.md?metric=DOVER>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| Real-Viformer | 25.86 | Not recorded | 6940e79d456146936284f80e |
| CreativeVR | 25.51 | Not recorded | 6940e79d456146936284f80e |
| CreativeVR | 25.47 | Not recorded | 6940e79d456146936284f80e |
| SeedVR2 | 25.43 | Not recorded | 6940e79d456146936284f80e |
| Real-ESRGAN | 25.13 | Not recorded | 6940e79d456146936284f80e |
| DOVE | 24.72 | Not recorded | 698abbddc97a0b3e3b5de271 |
| D2-VR | 24.72 | Not recorded | 698abbddc97a0b3e3b5de271 |
| ResShift | 24.57 | Not recorded | 6940e79d456146936284f80e |
| SD x4 Upscaler | 24.31 | Not recorded | 698abbddc97a0b3e3b5de271 |
| STAR | 24.07 | Not recorded | 6940e79d456146936284f80e |
| Upscale-A-Video | 23.41 | Not recorded | 6940e79d456146936284f80e |
| UAV | 23.26 | Not recorded | 698abbddc97a0b3e3b5de271 |
| Real-ESRGAN | 23.2 | Not recorded | 698abbddc97a0b3e3b5de271 |
| StableVSR | 23.19 | Not recorded | 698abbddc97a0b3e3b5de271 |
| VEnhancer | 22.4 | Not recorded | 6940e79d456146936284f80e |
| STAR | 22.33 | Not recorded | 698abbddc97a0b3e3b5de271 |
| FlashVSR | 15.48 | Not recorded | 6940e79d456146936284f80e |

### Real-Viformer

PSNR: 25.86. Result ID: 699852b75698665ec4b0778b.

[Reporting paper](<https://www.sota2.com/research/paper/6940e79d456146936284f80e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74331e209131cea60629.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### CreativeVR

PSNR: 25.51. Result ID: 699852b75698665ec4b07792.

[Reporting paper](<https://www.sota2.com/research/paper/6940e79d456146936284f80e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6940e79d456146936284f80e.md>)

Recorded evaluation configuration: {"Model Variant":"Strong"}. This record does not assert independent reproduction.

### CreativeVR

PSNR: 25.47. Result ID: 699852b75698665ec4b07791.

[Reporting paper](<https://www.sota2.com/research/paper/6940e79d456146936284f80e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6940e79d456146936284f80e.md>)

Recorded evaluation configuration: {"Model Variant":"Medium"}. This record does not assert independent reproduction.

### SeedVR2

PSNR: 25.43. Result ID: 699852b75698665ec4b0778d.

[Reporting paper](<https://www.sota2.com/research/paper/6940e79d456146936284f80e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79381e209131cea7caf5.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Real-ESRGAN

PSNR: 25.13. Result ID: 699852b75698665ec4b0778a.

[Reporting paper](<https://www.sota2.com/research/paper/6940e79d456146936284f80e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a8c1e209131cea28b80.md>)

[Implementation](<https://github.com/xinntao/Real-ESRGAN>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DOVE

PSNR: 24.72. Result ID: 699726f25698665ec47582bb.

[Reporting paper](<https://www.sota2.com/research/paper/698abbddc97a0b3e3b5de271.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78be1e209131cea7a325.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### D2-VR

PSNR: 24.72. Result ID: 699726f25698665ec47582bd.

[Reporting paper](<https://www.sota2.com/research/paper/698abbddc97a0b3e3b5de271.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698abbddc97a0b3e3b5de271.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### ResShift

PSNR: 24.57. Result ID: 699852b75698665ec4b0778c.

[Reporting paper](<https://www.sota2.com/research/paper/6940e79d456146936284f80e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70e51e209131cea4dbe5.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SD x4 Upscaler

PSNR: 24.31. Result ID: 699726f25698665ec47582b7.

[Reporting paper](<https://www.sota2.com/research/paper/698abbddc97a0b3e3b5de271.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c391e209131cea32e4a.md>)

[Implementation](<https://github.com/CompVis/latent-diffusion>)

Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction.

### STAR

PSNR: 24.07. Result ID: 699852b75698665ec4b0778e.

[Reporting paper](<https://www.sota2.com/research/paper/6940e79d456146936284f80e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767f1e209131cea6d707.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Upscale-A-Video

PSNR: 23.41. Result ID: 699852b75698665ec4b0778f.

[Reporting paper](<https://www.sota2.com/research/paper/6940e79d456146936284f80e.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### UAV

PSNR: 23.26. Result ID: 699726f25698665ec47582ba.

[Reporting paper](<https://www.sota2.com/research/paper/698abbddc97a0b3e3b5de271.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa717a1e209131cea517cd.md>)

[Implementation](<https://shangchenzhou.com/projects/upscale-a-video>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Real-ESRGAN

PSNR: 23.2. Result ID: 699726f25698665ec47582b9.

[Reporting paper](<https://www.sota2.com/research/paper/698abbddc97a0b3e3b5de271.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a8c1e209131cea28b80.md>)

[Implementation](<https://github.com/xinntao/Real-ESRGAN>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### StableVSR

PSNR: 23.19. Result ID: 699726f25698665ec47582bc.

[Reporting paper](<https://www.sota2.com/research/paper/698abbddc97a0b3e3b5de271.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74211e209131cea5fd3e.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### VEnhancer

PSNR: 22.4. Result ID: 699852b75698665ec4b07790.

[Reporting paper](<https://www.sota2.com/research/paper/6940e79d456146936284f80e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74121e209131cea5fa0d.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### STAR

PSNR: 22.33. Result ID: 699726f25698665ec47582b8.

[Reporting paper](<https://www.sota2.com/research/paper/698abbddc97a0b3e3b5de271.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767f1e209131cea6d707.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### FlashVSR

PSNR: 15.48. Result ID: 699852b75698665ec4b07789.

[Reporting paper](<https://www.sota2.com/research/paper/6940e79d456146936284f80e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c1c1e209131cea8c683.md>)

[Implementation](<https://github.com/OpenImagingLab/FlashVSR>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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