# Multi-hop Question Answering on Bamboogle (Evidence score)

Source: [Multi-hop Question Answering on Bamboogle (Evidence score)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-evidence-score>)

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

Data updated: 2026-05-25T07:28:02.049Z

Evaluation of model performance on the Bamboogle dataset for Multi-hop Question Answering, specifically reporting the Evidence score metric.

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) | Bamboogle |
| Metric | Evidence 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

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

## Recorded results

| Method | Evidence Score | Result date | Report paper |
| --- | --- | --- | --- |
| Initial (no search) | 37.6 | Not recorded | 6a13d7826f71c5ae7dc9e829 |
| Initial (search) | 17.6 | Not recorded | 6a13d7826f71c5ae7dc9e829 |
| EVE-Agent | 13.6 | Not recorded | 6a13d7826f71c5ae7dc9e829 |
| Dr. Zero | 12.8 | Not recorded | 6a13d7826f71c5ae7dc9e829 |

### Initial (no search)

Evidence Score: 37.6. Result ID: 6a13f9effbc373592c0aca79.

[Reporting paper](<https://www.sota2.com/research/paper/6a13d7826f71c5ae7dc9e829.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767e1e209131cea6d6a7.md>)

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

### Initial (search)

Evidence Score: 17.6. Result ID: 6a13f9effbc373592c0aca7a.

[Reporting paper](<https://www.sota2.com/research/paper/6a13d7826f71c5ae7dc9e829.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767e1e209131cea6d6a7.md>)

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

### EVE-Agent

Evidence Score: 13.6. Result ID: 6a13f9effbc373592c0aca7c.

[Reporting paper](<https://www.sota2.com/research/paper/6a13d7826f71c5ae7dc9e829.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a13d7826f71c5ae7dc9e829.md>)

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

### Dr. Zero

Evidence Score: 12.8. Result ID: 6a13f9effbc373592c0aca7b.

[Reporting paper](<https://www.sota2.com/research/paper/6a13d7826f71c5ae7dc9e829.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323897.md>)

[Implementation](<https://github.com/facebookresearch/drzero>)

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

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