# Audio Question Answering on ClothoAQA unanimous

Source: [Audio Question Answering on ClothoAQA unanimous](<https://www.sota2.com/research/sota/audio-question-answering-on-clothoaqa-unanimous>)

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

Data updated: 2026-02-26T05:29:41.759Z

Evaluation of model performance on the unanimous subset of the ClothoAQA dataset for Audio Question Answering tasks, typically measured by accuracy.

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 | Audio Question Answering |
| Dataset (including any stated split) | ClothoAQA unanimous |
| Metric | Accuracy |
| 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](<https://www.sota2.com/research/sota/audio-question-answering-on-clothoaqa-unanimous.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Audio Flamingo | 86.9 | Not recorded | 68fa734f1e209131cea5bb80 |
| Chu et al., 2023 | 74.9 | Not recorded | 68fa734f1e209131cea5bb80 |

### Audio Flamingo

Accuracy: 86.9. Result ID: 6992d2503a6c31484911bb27.

[Reporting paper](<https://www.sota2.com/research/paper/68fa734f1e209131cea5bb80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa734f1e209131cea5bb80.md>)

[Implementation](<https://audioflamingo.github.io/>)

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

### Chu et al., 2023

Accuracy: 74.9. Result ID: 6992d2503a6c31484911bb26.

[Reporting paper](<https://www.sota2.com/research/paper/68fa734f1e209131cea5bb80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71861e209131cea51c5b.md>)

[Implementation](<https://github.com/QwenLM/Qwen-Audio>)

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

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