# Facial Reenactment on VoxCeleb (Efficiency Metrics)

Source: [Facial Reenactment on VoxCeleb (Efficiency Metrics)](<https://www.sota2.com/research/sota/facial-reenactment-on-voxceleb-efficiency-metrics>)

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

Data updated: 2026-02-26T05:44:50.156Z

Evaluation of model efficiency, measured by FLOPs, Parameter count, and Frames Per Second (FPS), for Facial Reenactment models tested on the general VoxCeleb dataset.

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 | Facial Reenactment |
| Dataset (including any stated split) | VoxCeleb |
| Metric | FLOPs (G) |
| 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

- [FLOPs (G)](<https://www.sota2.com/research/sota/facial-reenactment-on-voxceleb-efficiency-metrics.md?metric=FLOPs%20(G)>): Lower is better; unit: SCALAR.

- [Parameters (M)](<https://www.sota2.com/research/sota/facial-reenactment-on-voxceleb-efficiency-metrics.md?metric=Parameters%20(M)>): Lower is better; unit: SCALAR.

- [FPS](<https://www.sota2.com/research/sota/facial-reenactment-on-voxceleb-efficiency-metrics.md?metric=FPS>): Higher is better; unit: SCALAR.

## Recorded results

| Method | FLOPs (G) | Result date | Report paper |
| --- | --- | --- | --- |
| DaGAN | 75.642 | Not recorded | 68fa6d701e209131cea39dc7 |
| FNeVR | 130.109 | Not recorded | 68fa6d701e209131cea39dc7 |
| Face vid2vid | 231.038 | Not recorded | 68fa6d701e209131cea39dc7 |
| Face vid2vid-S | 636.941 | Not recorded | 68fa6d701e209131cea39dc7 |

### DaGAN

FLOPs (G): 75.642. Result ID: 698fa1833a6c314849faab0b.

[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: Not recorded. This record does not assert independent reproduction.

### FNeVR

FLOPs (G): 130.109. Result ID: 698fa1833a6c314849faab0c.

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

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

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

### Face vid2vid

FLOPs (G): 231.038. Result ID: 698fa1833a6c314849faab09.

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

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

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

### Face vid2vid-S

FLOPs (G): 636.941. Result ID: 698fa1833a6c314849faab0a.

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

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

Recorded evaluation configuration: {"decoder":"SPADE layer-based decoder"}. This record does not assert independent reproduction.

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