# Image-to-Image Translation on vangogh2photo (KID × 100)

Source: [Image-to-Image Translation on vangogh2photo (KID × 100)](<https://www.sota2.com/research/sota/image-to-image-translation-on-vangogh2photo-kid-100>)

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

Data updated: 2026-02-26T05:47:43.941Z

Evaluation of Image-to-Image Translation performance on the vangogh2photo dataset, measured using the Kernel Inception Distance (KID) scaled by 100.

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) | vangogh2photo |
| Metric | KID × 100 |
| 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

- [KID × 100](<https://www.sota2.com/research/sota/image-to-image-translation-on-vangogh2photo-kid-100.md?metric=KID%20%C3%97%20100>): Lower is better; unit: SCALAR.

## Recorded results

| Method | KID × 100 | Result date | Report paper |
| --- | --- | --- | --- |
| CycleGAN | 4.68 | Not recorded | 68fa67f41e209131cea195ff |
| FQ-U-GAT-IT | 5.21 | Not recorded | 68fa67f41e209131cea195ff |
| U-GAT-IT | 5.61 | Not recorded | 68fa67f41e209131cea195ff |
| UNIT | 9.72 | Not recorded | 68fa67f41e209131cea195ff |

### CycleGAN

KID × 100: 4.68. Result ID: 698d4f9c8b517eb433208e96.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67f41e209131cea195ff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68351e209131cea1ac7a.md>)

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

### FQ-U-GAT-IT

KID × 100: 5.21. Result ID: 698d4f9c8b517eb433208e98.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67f41e209131cea195ff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67f41e209131cea195ff.md>)

[Implementation](<https://github.com/YangNaruto/FQ-GAN>)

Recorded evaluation configuration: {"Feature Quantization":true}. This record does not assert independent reproduction.

### U-GAT-IT

KID × 100: 5.61. Result ID: 698d4f9c8b517eb433208e97.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67f41e209131cea195ff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67521e209131cea156ff.md>)

[Implementation](<https://github.com/taki0112/UGATIT>)

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

### UNIT

KID × 100: 9.72. Result ID: 698d4f9c8b517eb433208e95.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67f41e209131cea195ff.md>)

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

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

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

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