# Cross-identity Face Reenactment on VoxCeleb (test)

Source: [Cross-identity Face Reenactment on VoxCeleb (test)](<https://www.sota2.com/research/sota/cross-identity-face-reenactment-on-voxceleb-test>)

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

Data updated: 2026-02-26T05:44:18.262Z

Evaluation of Cross-identity Face Reenactment performance on the test split of the VoxCeleb dataset, using metrics such as FID and CSIM.

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 | Cross-identity Face Reenactment |
| Dataset (including any stated split) | VoxCeleb (test) |
| Metric | FID |
| 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

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

- [CSIM](<https://www.sota2.com/research/sota/cross-identity-face-reenactment-on-voxceleb-test.md?metric=CSIM>): Higher is better; unit: PERCENT.

## Recorded results

| Method | FID | Result date | Report paper |
| --- | --- | --- | --- |
| FNeVR | 98.23 | Not recorded | 68fa6d701e209131cea39dc7 |
| Face vid2vid-S | 106.6 | Not recorded | 68fa6d701e209131cea39dc7 |
| FOMM | 106.9 | Not recorded | 68fa6d701e209131cea39dc7 |
| DaGAN | 110.3 | Not recorded | 68fa6d701e209131cea39dc7 |

### FNeVR

FID: 98.23. Result ID: 698fa1833a6c314849faab10.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d701e209131cea39dc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d701e209131cea39dc7.md>)

Recorded evaluation configuration: {"Flops(G)":130.109,"Params(M)":61.378,"FPS":36.568}. This record does not assert independent reproduction.

### Face vid2vid-S

FID: 106.6. Result ID: 698fa1833a6c314849faab0e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d701e209131cea39dc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69b41e209131cea23945.md>)

Recorded evaluation configuration: {"Flops(G)":636.941,"Params(M)":173.109,"FPS":13.219}. This record does not assert independent reproduction.

### FOMM

FID: 106.9. Result ID: 698fa1833a6c314849faab0d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d701e209131cea39dc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa686d1e209131cea1c18d.md>)

[Implementation](<https://github.com/AliaksandrSiarohin/first-order-model>)

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

### DaGAN

FID: 110.3. Result ID: 698fa1833a6c314849faab0f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d701e209131cea39dc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c011e209131cea31a14.md>)

[Implementation](<https://github.com/harlanhong/CVPR2022-DaGAN>)

Recorded evaluation configuration: {"Flops(G)":75.642,"Params(M)":74.66,"FPS":26.753}. This record does not assert independent reproduction.

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