# Cross-Age Face Restoration on Cross-Age Data (test)

Source: [Cross-Age Face Restoration on Cross-Age Data (test)](<https://www.sota2.com/research/sota/cross-age-face-restoration-on-cross-age-data-test>)

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

Data updated: 2026-03-20T09:53:39.190Z

Evaluation of Cross-Age Face Restoration performance on the test split of the Cross-Age Data, utilizing metrics for image quality (PSNR, SSIM, LPIPS), perceptual quality (MUSIQ, FID), and identity/age preservation (IDS, AGE).

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 | Cross-Age Face Restoration |
| Dataset (including any stated split) | Cross-Age Data (test) |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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/cross-age-face-restoration-on-cross-age-data-test.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/cross-age-face-restoration-on-cross-age-data-test.md?metric=SSIM>): Higher is better; unit: PERCENT.

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

- [MUSIQ Score](<https://www.sota2.com/research/sota/cross-age-face-restoration-on-cross-age-data-test.md?metric=MUSIQ%20Score>): Higher is better; unit: SCALAR.

- [FID](<https://www.sota2.com/research/sota/cross-age-face-restoration-on-cross-age-data-test.md?metric=FID>): Lower is better; unit: SCALAR.

- [IDS](<https://www.sota2.com/research/sota/cross-age-face-restoration-on-cross-age-data-test.md?metric=IDS>): Higher is better; unit: PERCENT.

- [AGE Error](<https://www.sota2.com/research/sota/cross-age-face-restoration-on-cross-age-data-test.md?metric=AGE%20Error>): Lower is better; unit: SCALAR.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| CodeFormer | 26.29 | Not recorded | 69bcd49c0636e5bf4afc2a75 |
| FaceMe | 26.23 | Not recorded | 69bcd49c0636e5bf4afc2a75 |
| DMDNet | 25.76 | Not recorded | 69bcd49c0636e5bf4afc2a75 |
| DifFace | 24.94 | Not recorded | 69bcd49c0636e5bf4afc2a75 |
| RestorerID | 24.94 | Not recorded | 69bcd49c0636e5bf4afc2a75 |
| MeInTime | 24.75 | Not recorded | 69bcd49c0636e5bf4afc2a75 |
| ReF-LDM | 24.58 | Not recorded | 69bcd49c0636e5bf4afc2a75 |
| DR2+SPAR | 21.71 | Not recorded | 69bcd49c0636e5bf4afc2a75 |

### CodeFormer

PSNR: 26.29. Result ID: 69bd18f647f34ce924a7a2b5.

[Reporting paper](<https://www.sota2.com/research/paper/69bcd49c0636e5bf4afc2a75.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc41e209131cea3bf99.md>)

[Implementation](<https://shangchenzhou.com/projects/CodeFormer>)

Recorded evaluation configuration: {"Reference-based":"false"}. This record does not assert independent reproduction.

### FaceMe

PSNR: 26.23. Result ID: 69bd18f647f34ce924a7a2bb.

[Reporting paper](<https://www.sota2.com/research/paper/69bcd49c0636e5bf4afc2a75.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76931e209131cea6dd4c.md>)

Recorded evaluation configuration: {"Reference-based":"true"}. This record does not assert independent reproduction.

### DMDNet

PSNR: 25.76. Result ID: 69bd18f647f34ce924a7a2b8.

[Reporting paper](<https://www.sota2.com/research/paper/69bcd49c0636e5bf4afc2a75.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dac1e209131cea3b668.md>)

Recorded evaluation configuration: {"Reference-based":"true"}. This record does not assert independent reproduction.

### DifFace

PSNR: 24.94. Result ID: 69bd18f647f34ce924a7a2b7.

[Reporting paper](<https://www.sota2.com/research/paper/69bcd49c0636e5bf4afc2a75.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74341e209131cea606d0.md>)

[Implementation](<https://github.com/zsyOAOA/DifFace>)

Recorded evaluation configuration: {"Reference-based":"false"}. This record does not assert independent reproduction.

### RestorerID

PSNR: 24.94. Result ID: 69bd18f647f34ce924a7a2b9.

[Reporting paper](<https://www.sota2.com/research/paper/69bcd49c0636e5bf4afc2a75.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75da1e209131cea6a3ee.md>)

Recorded evaluation configuration: {"Reference-based":"true","Reference Input":"Single reference (first image from reference set)"}. This record does not assert independent reproduction.

### MeInTime

PSNR: 24.75. Result ID: 69bd18f647f34ce924a7a2bc.

[Reporting paper](<https://www.sota2.com/research/paper/69bcd49c0636e5bf4afc2a75.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69bcd49c0636e5bf4afc2a75.md>)

Recorded evaluation configuration: {"Reference-based":"true"}. This record does not assert independent reproduction.

### ReF-LDM

PSNR: 24.58. Result ID: 69bd18f647f34ce924a7a2ba.

[Reporting paper](<https://www.sota2.com/research/paper/69bcd49c0636e5bf4afc2a75.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76141e209131cea6b48c.md>)

Recorded evaluation configuration: {"Reference-based":"true"}. This record does not assert independent reproduction.

### DR2+SPAR

PSNR: 21.71. Result ID: 69bd18f647f34ce924a7a2b6.

[Reporting paper](<https://www.sota2.com/research/paper/69bcd49c0636e5bf4afc2a75.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ecf1e209131cea4254a.md>)

Recorded evaluation configuration: {"Reference-based":"false"}. This record does not assert independent reproduction.

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