# Image-to-Image Translation on ADE20k outdoor

Source: [Image-to-Image Translation on ADE20k outdoor](<https://www.sota2.com/research/sota/image-to-image-translation-on-ade20k-outdoor>)

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

Data updated: 2026-02-26T05:44:11.179Z

Evaluation of Image-to-Image Translation performance on the ADE20k outdoor dataset, measured using metrics such as FID and SWD.

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-to-Image Translation |
| Dataset (including any stated split) | ADE20k outdoor |
| Metric | FID |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 6 of 6 |
| 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-to-image-translation-on-ade20k-outdoor.md?metric=FID>): Lower is better; unit: SCALAR.

- [SWD](<https://www.sota2.com/research/sota/image-to-image-translation-on-ade20k-outdoor.md?metric=SWD>): Lower is better; unit: SCALAR.

## Recorded results

| Method | FID | Result date | Report paper |
| --- | --- | --- | --- |
| CoCosNet | 42.4 | Not recorded | 68fa675c1e209131cea15d59 |
| SPADE | 63.3 | Not recorded | 68fa675c1e209131cea15d59 |
| SIMS | 67.7 | Not recorded | 68fa675c1e209131cea15d59 |
| Pix2pixHD | 97.8 | Not recorded | 68fa675c1e209131cea15d59 |
| MUNIT | 168.2 | Not recorded | 68fa675c1e209131cea15d59 |
| EGSC-IT | 210 | Not recorded | 68fa675c1e209131cea15d59 |

### CoCosNet

FID: 42.4. Result ID: 698d30ad8b517eb4331fac56.

[Reporting paper](<https://www.sota2.com/research/paper/68fa675c1e209131cea15d59.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa675c1e209131cea15d59.md>)

Recorded evaluation configuration: {"Resolution":"256x256"}. This record does not assert independent reproduction.

### SPADE

FID: 63.3. Result ID: 698d30ad8b517eb4331fac52.

[Reporting paper](<https://www.sota2.com/research/paper/68fa675c1e209131cea15d59.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa669c1e209131cea11672.md>)

[Implementation](<https://github.com/NVlabs/SPADE>)

Recorded evaluation configuration: {"Resolution":"256x256"}. This record does not assert independent reproduction.

### SIMS

FID: 67.7. Result ID: 698d30ad8b517eb4331fac54.

[Reporting paper](<https://www.sota2.com/research/paper/68fa675c1e209131cea15d59.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa644e1e209131cea03eb1.md>)

Recorded evaluation configuration: {"Resolution":"256x256"}. This record does not assert independent reproduction.

### Pix2pixHD

FID: 97.8. Result ID: 698d30ad8b517eb4331fac51.

[Reporting paper](<https://www.sota2.com/research/paper/68fa675c1e209131cea15d59.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64c11e209131cea06591.md>)

Recorded evaluation configuration: {"Resolution":"256x256"}. This record does not assert independent reproduction.

### MUNIT

FID: 168.2. Result ID: 698d30ad8b517eb4331fac53.

[Reporting paper](<https://www.sota2.com/research/paper/68fa675c1e209131cea15d59.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64c01e209131cea06469.md>)

[Implementation](<https://github.com/nvlabs/MUNIT>)

Recorded evaluation configuration: {"Resolution":"256x256"}. This record does not assert independent reproduction.

### EGSC-IT

FID: 210. Result ID: 698d30ad8b517eb4331fac55.

[Reporting paper](<https://www.sota2.com/research/paper/68fa675c1e209131cea15d59.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65851e209131cea0ac94.md>)

Recorded evaluation configuration: {"Resolution":"256x256"}. This record does not assert independent reproduction.

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