# Image Restoration on FFHQ 512 (test)

Source: [Image Restoration on FFHQ 512 (test)](<https://www.sota2.com/research/sota/image-restoration-on-ffhq-512-test>)

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

Data updated: 2026-05-11T10:39:53.741Z

Evaluation of Image Restoration performance on the test split of the 512x512 FFHQ dataset, focusing on resource utilization metrics like VRAM and inference time.

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 Restoration |
| Dataset (including any stated split) | FFHQ 512 (test) |
| Metric | VRAM (GB) |
| Unit | SIZE |
| Direction | Lower is better |
| Results loaded | 7 of 7 |
| 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

- [VRAM (GB)](<https://www.sota2.com/research/sota/image-restoration-on-ffhq-512-test.md?metric=VRAM%20(GB)>): Lower is better; unit: SIZE.

- [Latency (s)](<https://www.sota2.com/research/sota/image-restoration-on-ffhq-512-test.md?metric=Latency%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | VRAM (GB) | Result date | Report paper |
| --- | --- | --- | --- |
| LATINO | 4.16 | Not recorded | 6a0162c2dbc836b87d8233da |
| TReg | 6.4 | Not recorded | 6a0162c2dbc836b87d8233da |
| CWGF | 8.66 | Not recorded | 6a0162c2dbc836b87d8233da |
| LATINO-PRO | 9.27 | Not recorded | 6a0162c2dbc836b87d8233da |
| LDPS | 9.51 | Not recorded | 6a0162c2dbc836b87d8233da |
| PSLD | 10.3 | Not recorded | 6a0162c2dbc836b87d8233da |
| P2L | 10.6 | Not recorded | 6a0162c2dbc836b87d8233da |

### LATINO

VRAM (GB): 4.16. Result ID: 6a01b0e947f34ce924e444a8.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162c2dbc836b87d8233da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bd21e209131cea8ab8f.md>)

Recorded evaluation configuration: {"Resolution":"512^2"}. This record does not assert independent reproduction.

### TReg

VRAM (GB): 6.4. Result ID: 6a01b0e947f34ce924e444aa.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162c2dbc836b87d8233da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77581e209131cea72889.md>)

Recorded evaluation configuration: {"Resolution":"512^2"}. This record does not assert independent reproduction.

### CWGF

VRAM (GB): 8.66. Result ID: 6a01b0e947f34ce924e444a7.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162c2dbc836b87d8233da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0162c2dbc836b87d8233da.md>)

Recorded evaluation configuration: {"Resolution":"512^2"}. This record does not assert independent reproduction.

### LATINO-PRO

VRAM (GB): 9.27. Result ID: 6a01b0e947f34ce924e444a9.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162c2dbc836b87d8233da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b261e209131cea86e17.md>)

Recorded evaluation configuration: {"Resolution":"512^2"}. This record does not assert independent reproduction.

### LDPS

VRAM (GB): 9.51. Result ID: 6a01b0e947f34ce924e444ac.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162c2dbc836b87d8233da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bdd1e209131cea8adbc.md>)

Recorded evaluation configuration: {"Resolution":"512^2"}. This record does not assert independent reproduction.

### PSLD

VRAM (GB): 10.3. Result ID: 6a01b0e947f34ce924e444ad.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162c2dbc836b87d8233da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fe71e209131cea48057.md>)

[Implementation](<https://github.com/LituRout/PSLD>)

Recorded evaluation configuration: {"Resolution":"512^2"}. This record does not assert independent reproduction.

### P2L

VRAM (GB): 10.6. Result ID: 6a01b0e947f34ce924e444ab.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162c2dbc836b87d8233da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70b71e209131cea4cc46.md>)

Recorded evaluation configuration: {"Resolution":"512^2"}. This record does not assert independent reproduction.

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