# Video Question Answering on Video-MME (Acc & F1 Mean)

Source: [Video Question Answering on Video-MME (Acc & F1 Mean)](<https://www.sota2.com/research/sota/video-question-answering-on-video-mme-acc-and-f1-mean>)

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

Data updated: 2026-02-26T05:26:45.127Z

Evaluation of Video Question Answering performance on the Video-MME dataset, reporting Accuracy (Acc) and F1 Mean scores.

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 | Acc |
| Unit | PERCENT |
| 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

- [Acc](<https://www.sota2.com/research/sota/video-question-answering-on-video-mme-acc-and-f1-mean.md?metric=Acc>): Higher is better; unit: PERCENT.

- [F1 Mean](<https://www.sota2.com/research/sota/video-question-answering-on-video-mme-acc-and-f1-mean.md?metric=F1%20Mean>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Acc | Result date | Report paper |
| --- | --- | --- | --- |
| SeViLA | 39.85 | Not recorded | 68fa79041e209131cea7bb81 |
| Video-LLaVA | 34.22 | Not recorded | 68fa79041e209131cea7bb81 |
| Video-LLaMA | 32.67 | Not recorded | 68fa79041e209131cea7bb81 |

### SeViLA

Acc: 39.85. Result ID: 6995b7bb3badfaffe6b897af.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79041e209131cea7bb81.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa715a1e209131cea50c7b.md>)

[Implementation](<https://github.com/Yui010206/SeViLA>)

Recorded evaluation configuration: {"inference\_mode":"Zero-shot"}. This record does not assert independent reproduction.

### Video-LLaVA

Acc: 34.22. Result ID: 6995b7bb3badfaffe6b897ae.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79041e209131cea7bb81.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75051e209131cea65534.md>)

[Implementation](<https://github.com/PKU-YuanGroup/Video-LLaVA>)

Recorded evaluation configuration: {"inference\_mode":"Zero-shot"}. This record does not assert independent reproduction.

### Video-LLaMA

Acc: 32.67. Result ID: 6995b7bb3badfaffe6b897ad.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79041e209131cea7bb81.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70f11e209131cea4e393.md>)

[Implementation](<https://github.com/DAMO-NLP-SG/Video-LLaMA>)

Recorded evaluation configuration: {"inference\_mode":"Zero-shot"}. This record does not assert independent reproduction.

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