# Image Super-Resolution on Kodak H.266 vvenc

Source: [Image Super-Resolution on Kodak H.266 vvenc](<https://www.sota2.com/research/sota/image-super-resolution-on-kodak-h-266-vvenc>)

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

Data updated: 2026-03-30T07:54:12.338Z

Evaluation of Image Super-Resolution performance using the Kodak dataset, where input images have been compressed using the H.266 (VVC) codec via vvenc. Metrics include fidelity (PSNR, FID) and perceptual measures (LPIPS, DISTS), along with associated BDBR comparisons.

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 | Image Super-Resolution |
| Dataset (including any stated split) | Kodak H.266 vvenc |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 18 of 18 |
| 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/image-super-resolution-on-kodak-h-266-vvenc.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [LPIPS](<https://www.sota2.com/research/sota/image-super-resolution-on-kodak-h-266-vvenc.md?metric=LPIPS>): Lower is better; unit: SCALAR.

- [DISTS](<https://www.sota2.com/research/sota/image-super-resolution-on-kodak-h-266-vvenc.md?metric=DISTS>): Lower is better; unit: SCALAR.

- [FID](<https://www.sota2.com/research/sota/image-super-resolution-on-kodak-h-266-vvenc.md?metric=FID>): Lower is better; unit: SCALAR.

- [BDBR (PSNR)](<https://www.sota2.com/research/sota/image-super-resolution-on-kodak-h-266-vvenc.md?metric=BDBR%20(PSNR)>): Higher is better; unit: PERCENT.

- [BDBR (LPIPS)](<https://www.sota2.com/research/sota/image-super-resolution-on-kodak-h-266-vvenc.md?metric=BDBR%20(LPIPS)>): Higher is better; unit: PERCENT.

- [BDBR (DISTS)](<https://www.sota2.com/research/sota/image-super-resolution-on-kodak-h-266-vvenc.md?metric=BDBR%20(DISTS)>): Higher is better; unit: PERCENT.

- [BDBR (FID)](<https://www.sota2.com/research/sota/image-super-resolution-on-kodak-h-266-vvenc.md?metric=BDBR%20(FID)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| Real-ESRGAN | 27.9 | Not recorded | 6925385fd6b0dd334292f774 |
| Real-ESRGAN + VRPSR | 27.77 | Not recorded | 6925385fd6b0dd334292f774 |
| Real-ESRGAN | 27.72 | Not recorded | 6925385fd6b0dd334292f774 |
| Real-ESRGAN | 27.59 | Not recorded | 6925385fd6b0dd334292f774 |
| Real-ESRGAN + VRPSR | 27.57 | Not recorded | 6925385fd6b0dd334292f774 |
| Real-ESRGAN + VRPSR | 27.39 | Not recorded | 6925385fd6b0dd334292f774 |
| Real-ESRGAN | 27.38 | Not recorded | 6925385fd6b0dd334292f774 |
| Real-ESRGAN + VRPSR | 27.13 | Not recorded | 6925385fd6b0dd334292f774 |
| S3Diff | 26.78 | Not recorded | 6925385fd6b0dd334292f774 |
| S3Diff | 26.72 | Not recorded | 6925385fd6b0dd334292f774 |
| S3Diff + VRPSR | 26.68 | Not recorded | 6925385fd6b0dd334292f774 |
| S3Diff | 26.64 | Not recorded | 6925385fd6b0dd334292f774 |
| S3Diff + VRPSR | 26.56 | Not recorded | 6925385fd6b0dd334292f774 |
| S3Diff | 26.5 | Not recorded | 6925385fd6b0dd334292f774 |
| S3Diff + VRPSR | 26.36 | Not recorded | 6925385fd6b0dd334292f774 |
| S3Diff + VRPSR | 25.98 | Not recorded | 6925385fd6b0dd334292f774 |

### Real-ESRGAN

PSNR: 27.9. Result ID: 69ca2c0b47f34ce924b29a86.

[Reporting paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

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

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

Recorded evaluation configuration: {"bpp":"0.37"}. This record does not assert independent reproduction.

### Real-ESRGAN + VRPSR

PSNR: 27.77. Result ID: 69ca2c0b47f34ce924b29a8a.

[Reporting paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

Recorded evaluation configuration: {"bpp":"0.37"}. This record does not assert independent reproduction.

### Real-ESRGAN

PSNR: 27.72. Result ID: 69ca2c0b47f34ce924b29a85.

[Reporting paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

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

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

Recorded evaluation configuration: {"bpp":"0.23"}. This record does not assert independent reproduction.

### Real-ESRGAN

PSNR: 27.59. Result ID: 69ca2c0b47f34ce924b29a84.

[Reporting paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

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

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

Recorded evaluation configuration: {"bpp":"0.18"}. This record does not assert independent reproduction.

### Real-ESRGAN + VRPSR

PSNR: 27.57. Result ID: 69ca2c0b47f34ce924b29a89.

[Reporting paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

Recorded evaluation configuration: {"bpp":"0.23"}. This record does not assert independent reproduction.

### Real-ESRGAN + VRPSR

PSNR: 27.39. Result ID: 69ca2c0b47f34ce924b29a88.

[Reporting paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

Recorded evaluation configuration: {"bpp":"0.18"}. This record does not assert independent reproduction.

### Real-ESRGAN

PSNR: 27.38. Result ID: 69ca2c0b47f34ce924b29a83.

[Reporting paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

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

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

Recorded evaluation configuration: {"bpp":"0.14"}. This record does not assert independent reproduction.

### Real-ESRGAN + VRPSR

PSNR: 27.13. Result ID: 69ca2c0b47f34ce924b29a87.

[Reporting paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

Recorded evaluation configuration: {"bpp":"0.14"}. This record does not assert independent reproduction.

### S3Diff

PSNR: 26.78. Result ID: 69ca2c0b47f34ce924b29a8f.

[Reporting paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74fa1e209131cea650bd.md>)

Recorded evaluation configuration: {"bpp":"0.23"}. This record does not assert independent reproduction.

### S3Diff

PSNR: 26.72. Result ID: 69ca2c0b47f34ce924b29a8e.

[Reporting paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74fa1e209131cea650bd.md>)

Recorded evaluation configuration: {"bpp":"0.18"}. This record does not assert independent reproduction.

### S3Diff + VRPSR

PSNR: 26.68. Result ID: 69ca2c0b47f34ce924b29a93.

[Reporting paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

Recorded evaluation configuration: {"bpp":"0.23"}. This record does not assert independent reproduction.

### S3Diff

PSNR: 26.64. Result ID: 69ca2c0b47f34ce924b29a8d.

[Reporting paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74fa1e209131cea650bd.md>)

Recorded evaluation configuration: {"bpp":"0.14"}. This record does not assert independent reproduction.

### S3Diff + VRPSR

PSNR: 26.56. Result ID: 69ca2c0b47f34ce924b29a92.

[Reporting paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

Recorded evaluation configuration: {"bpp":"0.18"}. This record does not assert independent reproduction.

### S3Diff

PSNR: 26.5. Result ID: 69ca2c0b47f34ce924b29a8c.

[Reporting paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74fa1e209131cea650bd.md>)

Recorded evaluation configuration: {"bpp":"0.11"}. This record does not assert independent reproduction.

### S3Diff + VRPSR

PSNR: 26.36. Result ID: 69ca2c0b47f34ce924b29a91.

[Reporting paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

Recorded evaluation configuration: {"bpp":"0.14"}. This record does not assert independent reproduction.

### S3Diff + VRPSR

PSNR: 25.98. Result ID: 69ca2c0b47f34ce924b29a90.

[Reporting paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6925385fd6b0dd334292f774.md>)

Recorded evaluation configuration: {"bpp":"0.11"}. This record does not assert independent reproduction.

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