# Open-ended Video Question Answering on YouTube2Text-QA (test)

Source: [Open-ended Video Question Answering on YouTube2Text-QA (test)](<https://www.sota2.com/research/sota/open-ended-video-question-answering-on-youtube2text-qa-test>)

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

Data updated: 2026-02-26T05:34:30.059Z

Evaluation of model performance on the test split of the YouTube2Text-QA dataset for Open-ended Video Question Answering tasks, reporting metrics related to question types (What, Who, Other).

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) | YouTube2Text-QA (test) |
| Metric | Accuracy (What) |
| Unit | PERCENT |
| 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

- [Accuracy (What)](<https://www.sota2.com/research/sota/open-ended-video-question-answering-on-youtube2text-qa-test.md?metric=Accuracy%20(What)>): Higher is better; unit: PERCENT.

- [Accuracy (Who)](<https://www.sota2.com/research/sota/open-ended-video-question-answering-on-youtube2text-qa-test.md?metric=Accuracy%20(Who)>): Higher is better; unit: PERCENT.

- [Accuracy (Other)](<https://www.sota2.com/research/sota/open-ended-video-question-answering-on-youtube2text-qa-test.md?metric=Accuracy%20(Other)>): Higher is better; unit: PERCENT.

- [Accuracy (Overall)](<https://www.sota2.com/research/sota/open-ended-video-question-answering-on-youtube2text-qa-test.md?metric=Accuracy%20(Overall)>): Higher is better; unit: PERCENT.

- [Accuracy (Average Per-Class)](<https://www.sota2.com/research/sota/open-ended-video-question-answering-on-youtube2text-qa-test.md?metric=Accuracy%20(Average%20Per-Class)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy (What) | Result date | Report paper |
| --- | --- | --- | --- |
| HME-VideoQA | 29.2 | Not recorded | 68fa65a31e209131cea0b77c |
| r-ANL | 21.6 | Not recorded | 68fa65a31e209131cea0b77c |

### HME-VideoQA

Accuracy (What): 29.2. Result ID: 698cbcfb8b517eb4331c62db.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65a31e209131cea0b77c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65a31e209131cea0b77c.md>)

[Implementation](<https://github.com/fanchenyou/HME-VideoQA>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### r-ANL

Accuracy (What): 21.6. Result ID: 698cbcfb8b517eb4331c62da.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65a31e209131cea0b77c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa637f1e209131ce9feef4.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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