# Video Super-Resolution on BayesSR 57

Source: [Video Super-Resolution on BayesSR 57](<https://www.sota2.com/research/sota/video-super-resolution-on-bayessr-57>)

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

Data updated: 2026-02-26T05:55:23.920Z

Evaluation of Video Super-Resolution performance on the BayesSR 57 dataset, measured using PSNR and SSIM.

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 Super-Resolution |
| Dataset (including any stated split) | BayesSR 57 |
| 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/video-super-resolution-on-bayessr-57.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/video-super-resolution-on-bayessr-57.md?metric=SSIM>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| MEMC-Net\_SR | 24.37 | Not recorded | 68fa665a1e209131cea0fbbb |
| EDSR | 23.93 | Not recorded | 68fa665a1e209131cea0fbbb |
| ToFlow | 23.54 | Not recorded | 68fa665a1e209131cea0fbbb |
| Bicubic | 22.17 | Not recorded | 68fa665a1e209131cea0fbbb |
| BayesSR | 21.95 | Not recorded | 68fa665a1e209131cea0fbbb |
| DeepSR | 21.85 | Not recorded | 68fa665a1e209131cea0fbbb |

### MEMC-Net\_SR

PSNR: 24.37. Result ID: 698cec5e8b517eb4331db7f5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa665a1e209131cea0fbbb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa665a1e209131cea0fbbb.md>)

[Implementation](<https://sites.google.com/view/wenbobao/memc-net>)

Recorded evaluation configuration: {"Frame number":7}. This record does not assert independent reproduction.

### EDSR

PSNR: 23.93. Result ID: 698cec5e8b517eb4331db7f1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa665a1e209131cea0fbbb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63831e209131ce9ff1e8.md>)

[Implementation](<https://github.com/LimBee/NTIRE2017>)

Recorded evaluation configuration: {"Frame number":1}. This record does not assert independent reproduction.

### ToFlow

PSNR: 23.54. Result ID: 698cec5e8b517eb4331db7f4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa665a1e209131cea0fbbb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66aa1e209131cea11815.md>)

Recorded evaluation configuration: {"Frame number":7}. This record does not assert independent reproduction.

### Bicubic

PSNR: 22.17. Result ID: 698cec5e8b517eb4331db7f0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa665a1e209131cea0fbbb.md>)

Recorded evaluation configuration: {"Frame number":1}. This record does not assert independent reproduction.

### BayesSR

PSNR: 21.95. Result ID: 698cec5e8b517eb4331db7f3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa665a1e209131cea0fbbb.md>)

Recorded evaluation configuration: {"Frame number":7}. This record does not assert independent reproduction.

### DeepSR

PSNR: 21.85. Result ID: 698cec5e8b517eb4331db7f2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa665a1e209131cea0fbbb.md>)

Recorded evaluation configuration: {"Frame number":7}. This record does not assert independent reproduction.

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