# Emotion Editing on MEAD

Source: [Emotion Editing on MEAD](<https://www.sota2.com/research/sota/emotion-editing-on-mead>)

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

Data updated: 2026-04-10T08:06:43.466Z

Evaluation of emotion editing performance on the MEAD dataset, assessed using metrics covering generation fidelity (FID, FVD), audio-visual integration (AITV, Sync\_conf), and emotion accuracy (Acc\_emo).

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 | Emotion Editing |
| Dataset (including any stated split) | MEAD |
| Metric | AITV |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [AITV](<https://www.sota2.com/research/sota/emotion-editing-on-mead.md?metric=AITV>): Higher is better; unit: SCALAR.

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

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

- [Sync Confidence](<https://www.sota2.com/research/sota/emotion-editing-on-mead.md?metric=Sync%20Confidence>): Higher is better; unit: SCALAR.

- [Emotion Accuracy](<https://www.sota2.com/research/sota/emotion-editing-on-mead.md?metric=Emotion%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AITV | Result date | Report paper |
| --- | --- | --- | --- |
| EAT | 12.575 | Not recorded | 69d883f47d0172140ec7791c |
| EAMM | 3.745 | Not recorded | 69d883f47d0172140ec7791c |
| EDTalk | 2.827 | Not recorded | 69d883f47d0172140ec7791c |
| C-MET | 2.643 | Not recorded | 69d883f47d0172140ec7791c |
| FLOAT | 1.434 | Not recorded | 69d883f47d0172140ec7791c |

### EAT

AITV: 12.575. Result ID: 69d8af7647f34ce924c15ff4.

[Reporting paper](<https://www.sota2.com/research/paper/69d883f47d0172140ec7791c.md>)

Recorded evaluation configuration: {"Emotion Source Type":"Label"}. This record does not assert independent reproduction.

### EAMM

AITV: 3.745. Result ID: 69d8af7647f34ce924c15ff3.

[Reporting paper](<https://www.sota2.com/research/paper/69d883f47d0172140ec7791c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d831e209131cea3a40d.md>)

Recorded evaluation configuration: {"Emotion Source Type":"Images"}. This record does not assert independent reproduction.

### EDTalk

AITV: 2.827. Result ID: 69d8af7647f34ce924c15ff5.

[Reporting paper](<https://www.sota2.com/research/paper/69d883f47d0172140ec7791c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72c21e209131cea58724.md>)

Recorded evaluation configuration: {"Emotion Source Type":"Images"}. This record does not assert independent reproduction.

### C-MET

AITV: 2.643. Result ID: 69d8af7647f34ce924c15ff7.

[Reporting paper](<https://www.sota2.com/research/paper/69d883f47d0172140ec7791c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69d883f47d0172140ec7791c.md>)

[Implementation](<https://github.com/ChanHyeok-Choi/C-MET>)

Recorded evaluation configuration: {"Emotion Source Type":"Audio"}. This record does not assert independent reproduction.

### FLOAT

AITV: 1.434. Result ID: 69d8af7647f34ce924c15ff6.

[Reporting paper](<https://www.sota2.com/research/paper/69d883f47d0172140ec7791c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b641e209131cea88220.md>)

Recorded evaluation configuration: {"Emotion Source Type":"Audio"}. This record does not assert independent reproduction.

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