# Attribute Swapping on CelebA-HQ (test)

Source: [Attribute Swapping on CelebA-HQ (test)](<https://www.sota2.com/research/sota/attribute-swapping-on-celeba-hq-test>)

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

Data updated: 2026-02-26T05:44:48.705Z

Evaluation of models performing attribute swapping (e.g., gender modification) on the test split of the high-resolution CelebA-HQ dataset, reporting image quality (FID) and attribute accuracy.

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 | Attribute Swapping |
| Dataset (including any stated split) | CelebA-HQ Gender (test) |
| Metric | FID (Y) |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 3 of 3 |
| 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 (Y)](<https://www.sota2.com/research/sota/attribute-swapping-on-celeba-hq-test.md?metric=FID%20(Y)>): Lower is better; unit: SCALAR.

- [FID (X)](<https://www.sota2.com/research/sota/attribute-swapping-on-celeba-hq-test.md?metric=FID%20(X)>): Lower is better; unit: SCALAR.

- [Accuracy](<https://www.sota2.com/research/sota/attribute-swapping-on-celeba-hq-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | FID (Y) | Result date | Report paper |
| --- | --- | --- | --- |
| pSp-cs-Ref | 72.708 | Not recorded | 6940e7ce456146936284faed |
| pSp-cs | 76.442 | Not recorded | 6940e7ce456146936284faed |
| Double InfoGAN | 88.475 | Not recorded | 6940e7ce456146936284faed |

### pSp-cs-Ref

FID (Y): 72.708. Result ID: 69984d065698665ec4aa684f.

[Reporting paper](<https://www.sota2.com/research/paper/6940e7ce456146936284faed.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6940e7ce456146936284faed.md>)

Recorded evaluation configuration: {"f-space refinement":true}. This record does not assert independent reproduction.

### pSp-cs

FID (Y): 76.442. Result ID: 69984d065698665ec4aa684e.

[Reporting paper](<https://www.sota2.com/research/paper/6940e7ce456146936284faed.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6940e7ce456146936284faed.md>)

Recorded evaluation configuration: {"f-space refinement":false}. This record does not assert independent reproduction.

### Double InfoGAN

FID (Y): 88.475. Result ID: 69984d065698665ec4aa684d.

[Reporting paper](<https://www.sota2.com/research/paper/6940e7ce456146936284faed.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71fe1e209131cea53f84.md>)

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

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