# Face UV Texture Recovery on CelebAMask-HQ

Source: [Face UV Texture Recovery on CelebAMask-HQ](<https://www.sota2.com/research/sota/face-uv-texture-recovery-on-celebamask-hq>)

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

Data updated: 2026-02-26T05:38:34.163Z

Evaluation of models performing Face UV Texture Recovery on the CelebAMask-HQ dataset, typically measured using perceptual metrics like CLIP-I, DINO-I, and image quality metrics like 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 | Face UV Texture Recovery |
| Dataset (including any stated split) | CelebAMask-HQ |
| Metric | CLIP-I |
| Unit | SCALAR |
| Direction | Higher 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

- [CLIP-I](<https://www.sota2.com/research/sota/face-uv-texture-recovery-on-celebamask-hq.md?metric=CLIP-I>): Higher is better; unit: SCALAR.

- [DINO-I](<https://www.sota2.com/research/sota/face-uv-texture-recovery-on-celebamask-hq.md?metric=DINO-I>): Higher is better; unit: SCALAR.

- [FID](<https://www.sota2.com/research/sota/face-uv-texture-recovery-on-celebamask-hq.md?metric=FID>): Lower is better; unit: SCALAR.

## Recorded results

| Method | CLIP-I | Result date | Report paper |
| --- | --- | --- | --- |
| FreeUV | 0.8272 | Not recorded | 68fa77961e209131cea742cd |
| HRN | 0.8259 | Not recorded | 68fa77961e209131cea742cd |
| FLAME-based | 0.8016 | Not recorded | 68fa77961e209131cea742cd |
| UV-IDM | 0.7458 | Not recorded | 68fa77961e209131cea742cd |

### FreeUV

CLIP-I: 0.8272. Result ID: 699548783badfaffe6375c0a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77961e209131cea742cd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77961e209131cea742cd.md>)

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

### HRN

CLIP-I: 0.8259. Result ID: 699548783badfaffe6375c07.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77961e209131cea742cd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6edf1e209131cea428c1.md>)

[Implementation](<https://younglbw.github.io/HRN-homepage/>)

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

### FLAME-based

CLIP-I: 0.8016. Result ID: 699548783badfaffe6375c09.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77961e209131cea742cd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72b41e209131cea5806f.md>)

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

### UV-IDM

CLIP-I: 0.7458. Result ID: 699548783badfaffe6375c08.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77961e209131cea742cd.md>)

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

Page 1 of 1. This is an index page, not the full collection.