# Face Inversion on VoxCeleb

Source: [Face Inversion on VoxCeleb](<https://www.sota2.com/research/sota/face-inversion-on-voxceleb>)

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

Data updated: 2026-02-26T06:04:21.776Z

Evaluation of Face Inversion performance on the VoxCeleb dataset, measured using metrics like Similarity to Source and Temporal Difference.

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 Inversion |
| Dataset (including any stated split) | VoxCeleb |
| Metric | Sim to Source |
| 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

- [Sim to Source](<https://www.sota2.com/research/sota/face-inversion-on-voxceleb.md?metric=Sim%20to%20Source>): Higher is better; unit: SCALAR.

- [Temporal Diff](<https://www.sota2.com/research/sota/face-inversion-on-voxceleb.md?metric=Temporal%20Diff>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Sim to Source | Result date | Report paper |
| --- | --- | --- | --- |
| StiiT | 0.9261 | Not recorded | 68fa6ee01e209131cea4294d |
| VIVE3D | 0.9203 | Not recorded | 68fa6ee01e209131cea4294d |
| e4e | 0.6923 | Not recorded | 68fa6ee01e209131cea4294d |

### StiiT

Sim to Source: 0.9261. Result ID: 699078283a6c31484900c69f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee01e209131cea4294d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ba51e209131cea2f8cf.md>)

[Implementation](<https://stitch-time.github.io/>)

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

### VIVE3D

Sim to Source: 0.9203. Result ID: 699078283a6c31484900c6a0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee01e209131cea4294d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee01e209131cea4294d.md>)

[Implementation](<https://afruehstueck.github.io/vive3D>)

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

### e4e

Sim to Source: 0.6923. Result ID: 699078283a6c31484900c69e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee01e209131cea4294d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69c91e209131cea23f98.md>)

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

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