# Video-Audio Understanding on Video-MME Short (w/ audio)

Source: [Video-Audio Understanding on Video-MME Short (w/ audio)](<https://www.sota2.com/research/sota/video-audio-understanding-on-video-mme-short-w-audio>)

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

Data updated: 2026-05-01T07:45:32.391Z

Evaluation of Video-Audio Understanding capabilities on the Video-MME Short variant, utilizing audio input.

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 | Video-Audio Understanding |
| Dataset (including any stated split) | Video-MME Short (w/ audio) |
| Metric | Overall Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Overall Score](<https://www.sota2.com/research/sota/video-audio-understanding-on-video-mme-short-w-audio.md?metric=Overall%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Overall Score | Result date | Report paper |
| --- | --- | --- | --- |
| Gemini 2.5 Flash | 85.5 | Not recorded | 69f4337355a3c32af89fd045 |
| MiniCPM-o 4.5 | 84.7 | Not recorded | 69f4337355a3c32af89fd045 |
| Qwen3-Omni | 81.3 | Not recorded | 69f4337355a3c32af89fd045 |

### Gemini 2.5 Flash

Overall Score: 85.5. Result ID: 69f45a1547f34ce924d9ff15.

[Reporting paper](<https://www.sota2.com/research/paper/69f4337355a3c32af89fd045.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c311e209131cea8cef5.md>)

Recorded evaluation configuration: {"Size":"-","Settings":"simplex"}. This record does not assert independent reproduction.

### MiniCPM-o 4.5

Overall Score: 84.7. Result ID: 69f45a1547f34ce924d9ff17.

[Reporting paper](<https://www.sota2.com/research/paper/69f4337355a3c32af89fd045.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f4337355a3c32af89fd045.md>)

[Implementation](<https://github.com/OpenBMB/MiniCPM-o>)

Recorded evaluation configuration: {"Size":"9B","Settings":"simplex"}. This record does not assert independent reproduction.

### Qwen3-Omni

Overall Score: 81.3. Result ID: 69f45a1547f34ce924d9ff16.

[Reporting paper](<https://www.sota2.com/research/paper/69f4337355a3c32af89fd045.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b881e209131cea88f3d.md>)

Recorded evaluation configuration: {"Size":"30B-A3B","Settings":"simplex"}. This record does not assert independent reproduction.

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