# Domain Adaptation on FFHQ to Amedeo Modigliani

Source: [Domain Adaptation on FFHQ to Amedeo Modigliani](<https://www.sota2.com/research/sota/domain-adaptation-on-ffhq-to-amedeo-modigliani>)

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

Data updated: 2026-02-26T05:44:18.862Z

Evaluation of Domain Adaptation performance when transferring knowledge from the FFHQ domain to the Amedeo Modigliani domain, typically measured using Fréchet Inception Distance (FID).

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 | Domain Adaptation |
| Dataset (including any stated split) | FFHQ to Amedeo Modigliani |
| Metric | FID |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 4 of 4 |
| 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/domain-adaptation-on-ffhq-to-amedeo-modigliani.md?metric=FID>): Lower is better; unit: SCALAR.

## Recorded results

| Method | FID | Result date | Report paper |
| --- | --- | --- | --- |
| Few-Shot Adaption | 171.56 | Not recorded | 68fa6d851e209131cea3a5f6 |
| DiFa | 187.28 | Not recorded | 68fa6d851e209131cea3a5f6 |
| StyleGAN-NADA | 188.44 | Not recorded | 68fa6d851e209131cea3a5f6 |
| Mind The Gap | 215.88 | Not recorded | 68fa6d851e209131cea3a5f6 |

### Few-Shot Adaption

FID: 171.56. Result ID: 698fb8223a6c314849fb6129.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d851e209131cea3a5f6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69b71e209131cea23afd.md>)

Recorded evaluation configuration: {"mode":"one-shot"}. This record does not assert independent reproduction.

### DiFa

FID: 187.28. Result ID: 698fb8223a6c314849fb612c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d851e209131cea3a5f6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d851e209131cea3a5f6.md>)

[Implementation](<https://github.com/1170300521/DiFa>)

Recorded evaluation configuration: {"mode":"one-shot"}. This record does not assert independent reproduction.

### StyleGAN-NADA

FID: 188.44. Result ID: 698fb8223a6c314849fb612a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d851e209131cea3a5f6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b801e209131cea2ea9e.md>)

Recorded evaluation configuration: {"mode":"one-shot"}. This record does not assert independent reproduction.

### Mind The Gap

FID: 215.88. Result ID: 698fb8223a6c314849fb612b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d851e209131cea3a5f6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b521e209131cea2da09.md>)

Recorded evaluation configuration: {"mode":"one-shot"}. This record does not assert independent reproduction.

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