# Image Editing (FID) on CelebA-HQ

Source: [Image Editing (FID) on CelebA-HQ](<https://www.sota2.com/research/sota/image-editing-fid-on-celeba-hq>)

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

Data updated: 2026-04-28T10:11:20.736Z

Evaluation of general image editing performance on the CelebA-HQ dataset, specifically measured using the Fréchet Inception Distance (FID) metric.

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 Editing |
| Dataset (including any stated split) | CelebA-HQ |
| Metric | FID |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 2 of 2 |
| 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

- [FID](<https://www.sota2.com/research/sota/image-editing-fid-on-celeba-hq.md?metric=FID>): Lower is better; unit: SCALAR.

## Recorded results

| Method | FID | Result date | Report paper |
| --- | --- | --- | --- |
| Pretrained DDPM | 29.3 | Not recorded | 69f03f7255a3c32af89fa49f |
| GeoEdit | 31.2 | Not recorded | 69f03f7255a3c32af89fa49f |

### Pretrained DDPM

FID: 29.3. Result ID: 69f0871747f34ce924d70a54.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f7255a3c32af89fa49f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68ef1e209131cea1f0d5.md>)

[Implementation](<https://github.com/hojonathanho/diffusion>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### GeoEdit

FID: 31.2. Result ID: 69f0871747f34ce924d70a55.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f7255a3c32af89fa49f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f03f7255a3c32af89fa49f.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.