# Portrait Image Animation on RAVDESS

Source: [Portrait Image Animation on RAVDESS](<https://www.sota2.com/research/sota/portrait-image-animation-on-ravdess>)

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

Data updated: 2026-02-26T06:05:47.737Z

Evaluation of Portrait Image Animation performance on the RAVDESS dataset, measured using FID, FVD, Sync-C, and Sync-D.

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 | Portrait Image Animation |
| Dataset (including any stated split) | RAVDESS |
| Metric | Sync-C |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [Sync-C](<https://www.sota2.com/research/sota/portrait-image-animation-on-ravdess.md?metric=Sync-C>): Higher is better; unit: SCALAR.

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

- [FVD](<https://www.sota2.com/research/sota/portrait-image-animation-on-ravdess.md?metric=FVD>): Lower is better; unit: SCALAR.

- [Sync-D](<https://www.sota2.com/research/sota/portrait-image-animation-on-ravdess.md?metric=Sync-D>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Sync-C | Result date | Report paper |
| --- | --- | --- | --- |
| Real video | 5.223 | Not recorded | 68fa77911e209131cea73f99 |
| Teller | 4.496 | Not recorded | 68fa77911e209131cea73f99 |
| SadTalker | 4.304 | Not recorded | 68fa77911e209131cea73f99 |
| Hallo | 4.062 | Not recorded | 68fa77911e209131cea73f99 |
| EchoMimic | 3.292 | Not recorded | 68fa77911e209131cea73f99 |
| AniPortrait | 2.321 | Not recorded | 68fa77911e209131cea73f99 |

### Real video

Sync-C: 5.223. Result ID: 69952e7a3badfaffe614bf99.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73f99.md>)

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

### Teller

Sync-C: 4.496. Result ID: 69952e7a3badfaffe614bf98.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73f99.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73f99.md>)

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

### SadTalker

Sync-C: 4.304. Result ID: 69952e7a3badfaffe614bf94.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73f99.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ec81e209131cea420cd.md>)

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

### Hallo

Sync-C: 4.062. Result ID: 69952e7a3badfaffe614bf97.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73f99.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73b31e209131cea5dfcf.md>)

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

### EchoMimic

Sync-C: 3.292. Result ID: 69952e7a3badfaffe614bf95.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73f99.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa740d1e209131cea5f79d.md>)

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

### AniPortrait

Sync-C: 2.321. Result ID: 69952e7a3badfaffe614bf96.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73f99.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72b31e209131cea5805f.md>)

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

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