# Video Question Answering on YouCook2

Source: [Video Question Answering on YouCook2](<https://www.sota2.com/research/sota/video-question-answering-on-youcook2>)

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

Data updated: 2026-06-11T10:40:01.475Z

Evaluation of Video Question Answering performance using the YouCook2 dataset, typically measured using accuracy or a general score metric.

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) | YouCook2 |
| Metric | Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [Score](<https://www.sota2.com/research/sota/video-question-answering-on-youcook2.md?metric=Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Score | Result date | Report paper |
| --- | --- | --- | --- |
| TASM | 109.5 | Not recorded | 6a2a4104d33dfb23e7839267 |
| MLoC (Qwen2-VL) | 108.8 | Not recorded | 6a2a4104d33dfb23e7839267 |
| EMLoC (Qwen2-VL) | 102 | Not recorded | 6a2a4104d33dfb23e7839267 |
| InternVL2 (8B) | 88 | Not recorded | 6a2a4104d33dfb23e7839267 |
| MLoC (Qwen2-VL) | 86.9 | Not recorded | 6a2a4104d33dfb23e7839267 |
| Qwen2-VL (7B) | 25.4 | Not recorded | 6a2a4104d33dfb23e7839267 |
| MiniCPM-V2.6 (8B) | 3.3 | Not recorded | 6a2a4104d33dfb23e7839267 |

### TASM

Score: 109.5. Result ID: 6a2a906dfbc373592c287e5d.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4104d33dfb23e7839267.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a2a4104d33dfb23e7839267.md>)

Recorded evaluation configuration: {"Example Number":"20","Average Context Length":"6060"}. This record does not assert independent reproduction.

### MLoC (Qwen2-VL)

Score: 108.8. Result ID: 6a2a906dfbc373592c287e5b.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4104d33dfb23e7839267.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75121e209131cea657f8.md>)

Recorded evaluation configuration: {"Example Number":"20","Average Context Length":"23464"}. This record does not assert independent reproduction.

### EMLoC (Qwen2-VL)

Score: 102. Result ID: 6a2a906dfbc373592c287e5c.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4104d33dfb23e7839267.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78c21e209131cea7a55f.md>)

Recorded evaluation configuration: {"Example Number":"20","Average Context Length":"6218"}. This record does not assert independent reproduction.

### InternVL2 (8B)

Score: 88. Result ID: 6a2a906dfbc373592c287e57.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4104d33dfb23e7839267.md>)

Recorded evaluation configuration: {"Example Number":"0"}. This record does not assert independent reproduction.

### MLoC (Qwen2-VL)

Score: 86.9. Result ID: 6a2a906dfbc373592c287e5a.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4104d33dfb23e7839267.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75121e209131cea657f8.md>)

Recorded evaluation configuration: {"Example Number":"5","Average Context Length":"5907"}. This record does not assert independent reproduction.

### Qwen2-VL (7B)

Score: 25.4. Result ID: 6a2a906dfbc373592c287e59.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4104d33dfb23e7839267.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75151e209131cea65976.md>)

[Implementation](<https://github.com/QwenLM/Qwen2-VL>)

Recorded evaluation configuration: {"Example Number":"0"}. This record does not assert independent reproduction.

### MiniCPM-V2.6 (8B)

Score: 3.3. Result ID: 6a2a906dfbc373592c287e58.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4104d33dfb23e7839267.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73671e209131cea5c3ab.md>)

Recorded evaluation configuration: {"Example Number":"0"}. This record does not assert independent reproduction.

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