# Video Question Answering on Video-MME (Accuracy)

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

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

Data updated: 2026-06-23T07:24:03.089Z

Evaluation of Video Question Answering performance on the Video-MME dataset, reporting the overall Accuracy 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 | Video Question Answering |
| Dataset (including any stated split) | Video-MME |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/video-question-answering-on-video-mme-accuracy.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| View-GRPO | 69.7 | Not recorded | 690442733ef7ccd74e5e4b64 |
| Qwen2.5-VL | 61.1 | Not recorded | 690442733ef7ccd74e5e4b64 |
| TimeSuite | 46.3 | Not recorded | 690442733ef7ccd74e5e4b64 |
| TimeChat | 30.2 | Not recorded | 690442733ef7ccd74e5e4b64 |

### View-GRPO

Accuracy: 69.7. Result ID: 6a3a339bfbc373592c33f6a7.

[Reporting paper](<https://www.sota2.com/research/paper/690442733ef7ccd74e5e4b64.md>)

[Method origin paper](<https://www.sota2.com/research/paper/690442733ef7ccd74e5e4b64.md>)

Recorded evaluation configuration: {"subtitles":"w/o subs"}. This record does not assert independent reproduction.

### Qwen2.5-VL

Accuracy: 61.1. Result ID: 6a3a339bfbc373592c33f6a6.

[Reporting paper](<https://www.sota2.com/research/paper/690442733ef7ccd74e5e4b64.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa773a1e209131cea71d3c.md>)

Recorded evaluation configuration: {"subtitles":"w/o subs"}. This record does not assert independent reproduction.

### TimeSuite

Accuracy: 46.3. Result ID: 6a3a339bfbc373592c33f6a5.

[Reporting paper](<https://www.sota2.com/research/paper/690442733ef7ccd74e5e4b64.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76f11e209131cea7022c.md>)

[Implementation](<https://github.com/OpenGVLab/TimeSuite>)

Recorded evaluation configuration: {"subtitles":"w/o subs"}. This record does not assert independent reproduction.

### TimeChat

Accuracy: 30.2. Result ID: 6a3a339bfbc373592c33f6a4.

[Reporting paper](<https://www.sota2.com/research/paper/690442733ef7ccd74e5e4b64.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72ac1e209131cea57c30.md>)

[Implementation](<https://github.com/RenShuhuai-Andy/TimeChat>)

Recorded evaluation configuration: {"subtitles":"w/o subs"}. This record does not assert independent reproduction.

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