# Multi-hop Question Answering on MuSiQue Full (dev)

Source: [Multi-hop Question Answering on MuSiQue Full (dev)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-musique-full-dev>)

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

Data updated: 2026-03-04T11:46:24.227Z

Evaluation of model performance on the development split of the MuSiQue Full dataset for Multi-hop Question Answering, measured using Exact Match (EM) and F1 scores.

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 | Multi-hop Question Answering |
| Dataset (including any stated split) | MuSiQue Full (dev) |
| Metric | EM Score |
| 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

- [EM Score](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-musique-full-dev.md?metric=EM%20Score>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-musique-full-dev.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | EM Score | Result date | Report paper |
| --- | --- | --- | --- |
| G-reasoner | 33.64 | Not recorded | 68fa7bb61e209131cea8a171 |
| Qwen3-Emb-8B | 29.21 | Not recorded | 68fa7bb61e209131cea8a171 |
| HippoRAG | 24.62 | Not recorded | 68fa7bb61e209131cea8a171 |
| GFM-RAG | 23.4 | Not recorded | 68fa7bb61e209131cea8a171 |

### G-reasoner

EM Score: 33.64. Result ID: 69a81b7f6dbb7075b94e0663.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bb61e209131cea8a171.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bb61e209131cea8a171.md>)

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

### Qwen3-Emb-8B

EM Score: 29.21. Result ID: 69a81b7f6dbb7075b94e0660.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bb61e209131cea8a171.md>)

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

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

### HippoRAG

EM Score: 24.62. Result ID: 69a81b7f6dbb7075b94e0661.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bb61e209131cea8a171.md>)

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

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

### GFM-RAG

EM Score: 23.4. Result ID: 69a81b7f6dbb7075b94e0662.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bb61e209131cea8a171.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c3d1e209131cea8d1bf.md>)

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

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