# Emotion Attunement on MESC

Source: [Emotion Attunement on MESC](<https://www.sota2.com/research/sota/emotion-attunement-on-mesc>)

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

Data updated: 2026-02-26T06:08:16.252Z

Evaluation of Emotion Attunement performance on the MESC dataset, reporting scores across Video, Audio, Text modalities, and an aggregate score.

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 Attunement |
| Dataset (including any stated split) | MESC |
| Metric | Video Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 13 of 13 |
| 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

- [Video Score](<https://www.sota2.com/research/sota/emotion-attunement-on-mesc.md?metric=Video%20Score>): Higher is better; unit: PERCENT.

- [Audio Score](<https://www.sota2.com/research/sota/emotion-attunement-on-mesc.md?metric=Audio%20Score>): Higher is better; unit: PERCENT.

- [Text Score](<https://www.sota2.com/research/sota/emotion-attunement-on-mesc.md?metric=Text%20Score>): Higher is better; unit: PERCENT.

- [Aggregate Score](<https://www.sota2.com/research/sota/emotion-attunement-on-mesc.md?metric=Aggregate%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Video Score | Result date | Report paper |
| --- | --- | --- | --- |
| Mistral (7B) | 40.84 | Not recorded | 69842409a8b01e76cc8ee716 |
| DELTA | 40.03 | Not recorded | 69842409a8b01e76cc8ee716 |
| DELTA | 35.27 | Not recorded | 69842409a8b01e76cc8ee716 |
| Hunyuan (7B) | 35.19 | Not recorded | 69842409a8b01e76cc8ee716 |
| GPT-4o | 31.87 | Not recorded | 69842409a8b01e76cc8ee716 |
| DELTA | 31.71 | Not recorded | 69842409a8b01e76cc8ee716 |
| DELTA | 31.66 | Not recorded | 69842409a8b01e76cc8ee716 |
| Qwen3 (8B) | 31.07 | Not recorded | 69842409a8b01e76cc8ee716 |
| DELTA | 30.58 | Not recorded | 69842409a8b01e76cc8ee716 |
| Llama 3.1 (8B) | 30.45 | Not recorded | 69842409a8b01e76cc8ee716 |
| DELTA | 29.78 | Not recorded | 69842409a8b01e76cc8ee716 |
| GPT-5.2 | 29.37 | Not recorded | 69842409a8b01e76cc8ee716 |
| MESC | 26.2 | Not recorded | 69842409a8b01e76cc8ee716 |

### Mistral (7B)

Video Score: 40.84. Result ID: 69964e055698665ec492950d.

[Reporting paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

Recorded evaluation configuration: {"Framework":"Direct Prompting","Base Model":"Mistral (7B)"}. This record does not assert independent reproduction.

### DELTA

Video Score: 40.03. Result ID: 69964e055698665ec492950e.

[Reporting paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

Recorded evaluation configuration: {"Framework":"DELTA","Base Model":"Mistral (7B)"}. This record does not assert independent reproduction.

### DELTA

Video Score: 35.27. Result ID: 69964e055698665ec492950c.

[Reporting paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

Recorded evaluation configuration: {"Framework":"DELTA","Base Model":"Hunyuan (7B)"}. This record does not assert independent reproduction.

### Hunyuan (7B)

Video Score: 35.19. Result ID: 69964e055698665ec492950b.

[Reporting paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

Recorded evaluation configuration: {"Framework":"Direct Prompting","Base Model":"Hunyuan (7B)"}. This record does not assert independent reproduction.

### GPT-4o

Video Score: 31.87. Result ID: 69964e055698665ec4929507.

[Reporting paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

Recorded evaluation configuration: {"Framework":"Direct Prompting","Base Model":"GPT-4o"}. This record does not assert independent reproduction.

### DELTA

Video Score: 31.71. Result ID: 69964e055698665ec4929510.

[Reporting paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

Recorded evaluation configuration: {"Framework":"DELTA","Base Model":"Llama 3.1 (8B)"}. This record does not assert independent reproduction.

### DELTA

Video Score: 31.66. Result ID: 69964e055698665ec4929512.

[Reporting paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

Recorded evaluation configuration: {"Framework":"DELTA","Base Model":"Qwen3 (8B)"}. This record does not assert independent reproduction.

### Qwen3 (8B)

Video Score: 31.07. Result ID: 69964e055698665ec4929511.

[Reporting paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

Recorded evaluation configuration: {"Framework":"Direct Prompting","Base Model":"Qwen3 (8B)"}. This record does not assert independent reproduction.

### DELTA

Video Score: 30.58. Result ID: 69964e055698665ec492950a.

[Reporting paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

Recorded evaluation configuration: {"Framework":"DELTA","Base Model":"GPT-5.2"}. This record does not assert independent reproduction.

### Llama 3.1 (8B)

Video Score: 30.45. Result ID: 69964e055698665ec492950f.

[Reporting paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

Recorded evaluation configuration: {"Framework":"Direct Prompting","Base Model":"Llama 3.1 (8B)"}. This record does not assert independent reproduction.

### DELTA

Video Score: 29.78. Result ID: 69964e055698665ec4929508.

[Reporting paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

Recorded evaluation configuration: {"Framework":"DELTA","Base Model":"GPT-4o"}. This record does not assert independent reproduction.

### GPT-5.2

Video Score: 29.37. Result ID: 69964e055698665ec4929509.

[Reporting paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

Recorded evaluation configuration: {"Framework":"Direct Prompting","Base Model":"GPT-5.2"}. This record does not assert independent reproduction.

### MESC

Video Score: 26.2. Result ID: 69964e055698665ec4929506.

[Reporting paper](<https://www.sota2.com/research/paper/69842409a8b01e76cc8ee716.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75531e209131cea672be.md>)

Recorded evaluation configuration: {"Framework":"Baseline"}. This record does not assert independent reproduction.

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