# Long-form Spoken Question Answering on SLUE SQA-5 (modified with Spoken Wikipedia corpus) (test)

Source: [Long-form Spoken Question Answering on SLUE SQA-5 (modified with Spoken Wikipedia corpus) (test)](<https://www.sota2.com/research/sota/long-form-spoken-question-answering-on-slue-sqa-5-modified-with-spoken-wikipedia-corpus-test>)

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

Data updated: 2026-04-14T08:40:55.483Z

Evaluation of Long-form Spoken Question Answering performance on the test split of the SLUE SQA-5 dataset, specifically using the version modified with the Spoken Wikipedia corpus. Metrics include EM, F1, and efficiency measures.

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 | Long-form Spoken Question Answering |
| Dataset (including any stated split) | SLUE SQA-5 (modified with Spoken Wikipedia corpus) (test) |
| Metric | EM |
| 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

- [EM](<https://www.sota2.com/research/sota/long-form-spoken-question-answering-on-slue-sqa-5-modified-with-spoken-wikipedia-corpus-test.md?metric=EM>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/long-form-spoken-question-answering-on-slue-sqa-5-modified-with-spoken-wikipedia-corpus-test.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

- [Cost Time (s)](<https://www.sota2.com/research/sota/long-form-spoken-question-answering-on-slue-sqa-5-modified-with-spoken-wikipedia-corpus-test.md?metric=Cost%20Time%20(s)>): Lower is better; unit: TIME.

- [Speedup](<https://www.sota2.com/research/sota/long-form-spoken-question-answering-on-slue-sqa-5-modified-with-spoken-wikipedia-corpus-test.md?metric=Speedup>): Higher is better; unit: SCALAR.

## Recorded results

| Method | EM | Result date | Report paper |
| --- | --- | --- | --- |
| Qwen-Audio + CLSR | 27.6 | Not recorded | 691565f90052cac1dc65d7e3 |
| Qwen-Audio | 18 | Not recorded | 691565f90052cac1dc65d7e3 |

### Qwen-Audio + CLSR

EM: 27.6. Result ID: 69ddfbf547f34ce924c56c67.

[Reporting paper](<https://www.sota2.com/research/paper/691565f90052cac1dc65d7e3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/691565f90052cac1dc65d7e3.md>)

Recorded evaluation configuration: {"w/ CLSR":"true"}. This record does not assert independent reproduction.

### Qwen-Audio

EM: 18. Result ID: 69ddfbf547f34ce924c56c66.

[Reporting paper](<https://www.sota2.com/research/paper/691565f90052cac1dc65d7e3.md>)

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

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

Recorded evaluation configuration: {"w/ CLSR":"false"}. This record does not assert independent reproduction.

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