# 3D-aware Image-to-Image Translation on CelebA-HQ (test)

Source: [3D-aware Image-to-Image Translation on CelebA-HQ (test)](<https://www.sota2.com/research/sota/3d-aware-image-to-image-translation-on-celeba-hq-test>)

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

Data updated: 2026-02-26T06:05:51.518Z

Evaluation of 3D-aware Image-to-Image Translation models on the test split of the CelebA-HQ dataset, assessed using metrics such as TC, vLPIPS, and TL.

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 | 3D-aware Image-to-Image Translation |
| Dataset (including any stated split) | CelebA-HQ (test) |
| Metric | TC Score |
| Unit | SCALAR |
| Direction | Higher 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

- [TC Score](<https://www.sota2.com/research/sota/3d-aware-image-to-image-translation-on-celeba-hq-test.md?metric=TC%20Score>): Higher is better; unit: SCALAR.

- [vLPIPS](<https://www.sota2.com/research/sota/3d-aware-image-to-image-translation-on-celeba-hq-test.md?metric=vLPIPS>): Lower is better; unit: SCALAR.

- [Temporal Metric (TL)](<https://www.sota2.com/research/sota/3d-aware-image-to-image-translation-on-celeba-hq-test.md?metric=Temporal%20Metric%20(TL)>): Lower is better; unit: PERCENT.

## Recorded results

| Method | TC Score | Result date | Report paper |
| --- | --- | --- | --- |
| StarGANv2 | 10.25 | Not recorded | 68fa6ede1e209131cea427e8 |
| Ours (3D) | 3.743 | Not recorded | 68fa6ede1e209131cea427e8 |
| GP-UNIT | 3.065 | Not recorded | 68fa6ede1e209131cea427e8 |

### StarGANv2

TC Score: 10.25. Result ID: 69904fbc3a6c314849ffa2dd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea427e8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa676c1e209131cea1603b.md>)

[Implementation](<https://github.com/clovaai/stargan-v2>)

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

### Ours (3D)

TC Score: 3.743. Result ID: 69904fbc3a6c314849ffa2df.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea427e8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea427e8.md>)

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

### GP-UNIT

TC Score: 3.065. Result ID: 69904fbc3a6c314849ffa2de.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea427e8.md>)

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

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