# Blind Video Super-Resolution on Vid4 24

Source: [Blind Video Super-Resolution on Vid4 24](<https://www.sota2.com/research/sota/blind-video-super-resolution-on-vid4-24>)

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

Data updated: 2026-02-26T05:57:06.112Z

Evaluation of Blind Video Super-Resolution performance on the Vid4 24 dataset, reporting PSNR results for Isotropic, Anisotropic, and Mixed directional metrics.

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 | Blind Video Super-Resolution |
| Dataset (including any stated split) | Vid4 24 |
| Metric | PSNR (Iso.) |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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 (Iso.)](<https://www.sota2.com/research/sota/blind-video-super-resolution-on-vid4-24.md?metric=PSNR%20(Iso.)>): Higher is better; unit: SCALAR.

- [PSNR (Aniso.)](<https://www.sota2.com/research/sota/blind-video-super-resolution-on-vid4-24.md?metric=PSNR%20(Aniso.)>): Higher is better; unit: SCALAR.

- [PSNR (Mixed)](<https://www.sota2.com/research/sota/blind-video-super-resolution-on-vid4-24.md?metric=PSNR%20(Mixed)>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PSNR (Iso.) | Result date | Report paper |
| --- | --- | --- | --- |
| IKC | 29.46 | Not recorded | 68fa68bd1e209131cea1df3b |
| EDVR with DynaVSR | 28.72 | Not recorded | 68fa68bd1e209131cea1df3b |
| CF + CARN | 27.95 | Not recorded | 68fa68bd1e209131cea1df3b |
| DUF with DynaVSR | 27.43 | Not recorded | 68fa68bd1e209131cea1df3b |
| CF + DBPN | 27.3 | Not recorded | 68fa68bd1e209131cea1df3b |
| TOFlow with DynaVSR | 27.16 | Not recorded | 68fa68bd1e209131cea1df3b |
| KG + ZSSR | 25.92 | Not recorded | 68fa68bd1e209131cea1df3b |
| EDVR | 25.35 | Not recorded | 68fa68bd1e209131cea1df3b |
| TOFlow | 25.27 | Not recorded | 68fa68bd1e209131cea1df3b |
| DUF | 25.26 | Not recorded | 68fa68bd1e209131cea1df3b |

### IKC

PSNR (Iso.): 29.46. Result ID: 698d81cf8b517eb4332207a4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68bd1e209131cea1df3b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65da1e209131cea0cc98.md>)

Recorded evaluation configuration: {"Method Category":"Blind SISR"}. This record does not assert independent reproduction.

### EDVR with DynaVSR

PSNR (Iso.): 28.72. Result ID: 698d81cf8b517eb4332207a6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68bd1e209131cea1df3b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68bd1e209131cea1df3b.md>)

[Implementation](<https://github.com/esw0116/DynaVSR>)

Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"DynaVSR"}. This record does not assert independent reproduction.

### CF + CARN

PSNR (Iso.): 27.95. Result ID: 698d81cf8b517eb4332207a3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68bd1e209131cea1df3b.md>)

Recorded evaluation configuration: {"Method Category":"Blind SISR","Validation Subset":"10% random"}. This record does not assert independent reproduction.

### DUF with DynaVSR

PSNR (Iso.): 27.43. Result ID: 698d81cf8b517eb4332207a8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68bd1e209131cea1df3b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68bd1e209131cea1df3b.md>)

[Implementation](<https://github.com/esw0116/DynaVSR>)

Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"DynaVSR"}. This record does not assert independent reproduction.

### CF + DBPN

PSNR (Iso.): 27.3. Result ID: 698d81cf8b517eb4332207a2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68bd1e209131cea1df3b.md>)

Recorded evaluation configuration: {"Method Category":"Blind SISR","Validation Subset":"10% random"}. This record does not assert independent reproduction.

### TOFlow with DynaVSR

PSNR (Iso.): 27.16. Result ID: 698d81cf8b517eb4332207aa.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68bd1e209131cea1df3b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68bd1e209131cea1df3b.md>)

[Implementation](<https://github.com/esw0116/DynaVSR>)

Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"DynaVSR"}. This record does not assert independent reproduction.

### KG + ZSSR

PSNR (Iso.): 25.92. Result ID: 698d81cf8b517eb4332207a1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68bd1e209131cea1df3b.md>)

Recorded evaluation configuration: {"Method Category":"Blind SISR"}. This record does not assert independent reproduction.

### EDVR

PSNR (Iso.): 25.35. Result ID: 698d81cf8b517eb4332207a5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68bd1e209131cea1df3b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c01e209131cea0c30e.md>)

[Implementation](<https://github.com/xinntao/EDVR>)

Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"Baseline"}. This record does not assert independent reproduction.

### TOFlow

PSNR (Iso.): 25.27. Result ID: 698d81cf8b517eb4332207a9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68bd1e209131cea1df3b.md>)

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

Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"Baseline"}. This record does not assert independent reproduction.

### DUF

PSNR (Iso.): 25.26. Result ID: 698d81cf8b517eb4332207a7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68bd1e209131cea1df3b.md>)

Recorded evaluation configuration: {"Method Category":"Video SR","Adaptation Strategy":"Baseline"}. This record does not assert independent reproduction.

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