# Indexing and Query Latency on MuSiQue (Question Answering)

Source: [Indexing and Query Latency on MuSiQue (Question Answering)](<https://www.sota2.com/research/sota/indexing-and-query-latency-on-musique-question-answering>)

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

Data updated: 2026-02-26T05:47:06.042Z

Evaluation of model indexing time and query response time on the MuSiQue dataset for Question Answering tasks.

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 | Indexing Time (min) |
| Unit | TIME |
| Direction | Lower 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

- [Indexing Time (min)](<https://www.sota2.com/research/sota/indexing-and-query-latency-on-musique-question-answering.md?metric=Indexing%20Time%20(min)>): Lower is better; unit: TIME.

- [QA Time/Query (sec)](<https://www.sota2.com/research/sota/indexing-and-query-latency-on-musique-question-answering.md?metric=QA%20Time%2FQuery%20(sec)>): Lower is better; unit: TIME.

## Recorded results

| Method | Indexing Time (min) | Result date | Report paper |
| --- | --- | --- | --- |
| Qwen3-Embedding (8B) | 1.9 | Not recorded | 699547c809c33900fcd6d721 |
| Search-R1 | 1.9 | Not recorded | 699547c809c33900fcd6d721 |
| PANINI | 100.1 | Not recorded | 699547c809c33900fcd6d721 |
| HippoRAG 2 | 106.6 | Not recorded | 699547c809c33900fcd6d721 |

### Qwen3-Embedding (8B)

Indexing Time (min): 1.9. Result ID: 699aa9c25698665ec4369cb5.

[Reporting paper](<https://www.sota2.com/research/paper/699547c809c33900fcd6d721.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79601e209131cea7d516.md>)

Recorded evaluation configuration: {"Batching mode":"standard (non-batch)","Parameters":"8B"}. This record does not assert independent reproduction.

### Search-R1

Indexing Time (min): 1.9. Result ID: 699aa9c25698665ec4369cb6.

[Reporting paper](<https://www.sota2.com/research/paper/699547c809c33900fcd6d721.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a651e209131cea82e7b.md>)

Recorded evaluation configuration: {"Batching mode":"standard (non-batch)"}. This record does not assert independent reproduction.

### PANINI

Indexing Time (min): 100.1. Result ID: 699aa9c25698665ec4369cb8.

[Reporting paper](<https://www.sota2.com/research/paper/699547c809c33900fcd6d721.md>)

[Method origin paper](<https://www.sota2.com/research/paper/699547c809c33900fcd6d721.md>)

Recorded evaluation configuration: {"Batching mode":"standard (non-batch)"}. This record does not assert independent reproduction.

### HippoRAG 2

Indexing Time (min): 106.6. Result ID: 699aa9c25698665ec4369cb7.

[Reporting paper](<https://www.sota2.com/research/paper/699547c809c33900fcd6d721.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76981e209131cea6dff9.md>)

Recorded evaluation configuration: {"Batching mode":"standard (non-batch)"}. This record does not assert independent reproduction.

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