# Open-Ended Video Question Answering on Video-MME Open-Ended

Source: [Open-Ended Video Question Answering on Video-MME Open-Ended](<https://www.sota2.com/research/sota/open-ended-video-question-answering-on-video-mme-open-ended>)

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

Data updated: 2026-07-03T07:10:42.890Z

Evaluation of Open-Ended Video Question Answering performance on the Video-MME Open-Ended dataset, reporting scores categorized by answer length (Overall, Short, Medium, Long).

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 | Open-Ended Video Question Answering |
| Dataset (including any stated split) | Video-MME Open-Ended |
| Metric | Overall Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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/open-ended-video-question-answering-on-video-mme-open-ended.md?metric=Overall%20Score>): Higher is better; unit: SCALAR.

- [Short Answer Score](<https://www.sota2.com/research/sota/open-ended-video-question-answering-on-video-mme-open-ended.md?metric=Short%20Answer%20Score>): Higher is better; unit: SCALAR.

- [Medium Answer Score](<https://www.sota2.com/research/sota/open-ended-video-question-answering-on-video-mme-open-ended.md?metric=Medium%20Answer%20Score>): Higher is better; unit: SCALAR.

- [Long Answer Score](<https://www.sota2.com/research/sota/open-ended-video-question-answering-on-video-mme-open-ended.md?metric=Long%20Answer%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Overall Score | Result date | Report paper |
| --- | --- | --- | --- |
| LLaVA-Video† + REQUEST | 3 | Not recorded | 6a47420b143ebdcacacc5c6e |
| LLaVA-Video† | 2.77 | Not recorded | 6a47420b143ebdcacacc5c6e |

### LLaVA-Video† + REQUEST

Overall Score: 3. Result ID: 6a47607160b88bb33992866b.

[Reporting paper](<https://www.sota2.com/research/paper/6a47420b143ebdcacacc5c6e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a47420b143ebdcacacc5c6e.md>)

Recorded evaluation configuration: {"Subtitles":"false"}. This record does not assert independent reproduction.

### LLaVA-Video†

Overall Score: 2.77. Result ID: 6a47607160b88bb33992866a.

[Reporting paper](<https://www.sota2.com/research/paper/6a47420b143ebdcacacc5c6e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a561e209131cea82934.md>)

[Implementation](<https://llava-vl.github.io/blog/llava-video>)

Recorded evaluation configuration: {"Subtitles":"false"}. This record does not assert independent reproduction.

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