# Question Answering on Musique (Mean/Std/p-value)

Source: [Question Answering on Musique (Mean/Std/p-value)](<https://www.sota2.com/research/sota/question-answering-on-musique-mean-std-p-value>)

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

Data updated: 2026-05-11T09:27:11.707Z

Evaluation of Question Answering performance on the Musique dataset, reporting statistical summary metrics (Mean, Standard Deviation, and p-value).

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 | Question Answering |
| Dataset (including any stated split) | Musique |
| Metric | Mean Score (Musique QA) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [Mean Score (Musique QA)](<https://www.sota2.com/research/sota/question-answering-on-musique-mean-std-p-value.md?metric=Mean%20Score%20(Musique%20QA)>): Higher is better; unit: PERCENT.

- [Standard Deviation (Musique QA)](<https://www.sota2.com/research/sota/question-answering-on-musique-mean-std-p-value.md?metric=Standard%20Deviation%20(Musique%20QA)>): Lower is better; unit: SCALAR.

- [p-value (Musique QA)](<https://www.sota2.com/research/sota/question-answering-on-musique-mean-std-p-value.md?metric=p-value%20(Musique%20QA)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Mean Score (Musique QA) | Result date | Report paper |
| --- | --- | --- | --- |
| ReSeek | 18.6 | Not recorded | 68fa7bc41e209131cea8a48a |
| ZeroSearch | 18.4 | Not recorded | 68fa7bc41e209131cea8a48a |
| ReSeek | 10.4 | Not recorded | 68fa7bc41e209131cea8a48a |
| ZeroSearch | 9.8 | Not recorded | 68fa7bc41e209131cea8a48a |

### ReSeek

Mean Score (Musique QA): 18.6. Result ID: 6a01a0d347f34ce924e3cc98.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bc41e209131cea8a48a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bc41e209131cea8a48a.md>)

Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction.

### ZeroSearch

Mean Score (Musique QA): 18.4. Result ID: 6a01a0d347f34ce924e3cc97.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bc41e209131cea8a48a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa789d1e209131cea79568.md>)

Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction.

### ReSeek

Mean Score (Musique QA): 10.4. Result ID: 6a01a0d347f34ce924e3cc9a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bc41e209131cea8a48a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bc41e209131cea8a48a.md>)

Recorded evaluation configuration: {"Model Size":"3B"}. This record does not assert independent reproduction.

### ZeroSearch

Mean Score (Musique QA): 9.8. Result ID: 6a01a0d347f34ce924e3cc99.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bc41e209131cea8a48a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa789d1e209131cea79568.md>)

Recorded evaluation configuration: {"Model Size":"3B"}. This record does not assert independent reproduction.

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