# Video Inversion on VoxCeleb

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

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

Data updated: 2026-02-26T05:55:44.344Z

Evaluation of Video Inversion performance on the VoxCeleb dataset, measured using PSNR, SSIM, and 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 | Video Inversion |
| Dataset (including any stated split) | VoxCeleb |
| Metric | PSNR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [PSNR](<https://www.sota2.com/research/sota/video-inversion-on-voxceleb.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/video-inversion-on-voxceleb.md?metric=SSIM>): Higher is better; unit: SCALAR.

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

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| VIVE3D | 38.1259 | Not recorded | 68fa6ee01e209131cea4294d |
| StiiT | 38.0134 | Not recorded | 68fa6ee01e209131cea4294d |

### VIVE3D

PSNR: 38.1259. Result ID: 699078283a6c31484900c6a8.

[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.

### StiiT

PSNR: 38.0134. Result ID: 699078283a6c31484900c6a7.

[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.

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