# Portrait image animation on HDTF

Source: [Portrait image animation on HDTF](<https://www.sota2.com/research/sota/portrait-image-animation-on-hdtf>)

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

Data updated: 2026-02-26T06:05:47.725Z

Evaluation of Portrait Image Animation performance on the HDTF 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) | HDTF |
| 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-hdtf.md?metric=Sync-C>): Higher is better; unit: SCALAR.

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

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

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

## Recorded results

| Method | Sync-C | Result date | Report paper |
| --- | --- | --- | --- |
| Real video | 8.094 | Not recorded | 68fa77911e209131cea73f99 |
| Teller | 7.696 | Not recorded | 68fa77911e209131cea73f99 |
| Hallo | 7.497 | Not recorded | 68fa77911e209131cea73f99 |
| SadTalker | 7.326 | Not recorded | 68fa77911e209131cea73f99 |
| EchoMimic | 6.664 | Not recorded | 68fa77911e209131cea73f99 |
| AniPortrait | 4.547 | Not recorded | 68fa77911e209131cea73f99 |

### Real video

Sync-C: 8.094. Result ID: 69952e7a3badfaffe614bf93.

[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: 7.696. Result ID: 69952e7a3badfaffe614bf92.

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

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

Recorded evaluation configuration: {"Time":"0.92s"}. This record does not assert independent reproduction.

### Hallo

Sync-C: 7.497. Result ID: 69952e7a3badfaffe614bf91.

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

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

Recorded evaluation configuration: {"Time":"20.93s"}. This record does not assert independent reproduction.

### SadTalker

Sync-C: 7.326. Result ID: 69952e7a3badfaffe614bf8e.

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

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

Recorded evaluation configuration: {"Time":"18.89s"}. This record does not assert independent reproduction.

### EchoMimic

Sync-C: 6.664. Result ID: 69952e7a3badfaffe614bf8f.

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

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

Recorded evaluation configuration: {"Time":"31.10s"}. This record does not assert independent reproduction.

### AniPortrait

Sync-C: 4.547. Result ID: 69952e7a3badfaffe614bf90.

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

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

Recorded evaluation configuration: {"Time":"29.36s"}. This record does not assert independent reproduction.

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