# Multi-hop Reasoning and Question Answering on PopQA

Source: [Multi-hop Reasoning and Question Answering on PopQA](<https://www.sota2.com/research/sota/multi-hop-reasoning-and-question-answering-on-popqa>)

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

Data updated: 2026-02-26T05:58:07.953Z

Evaluation of model performance on the PopQA dataset specifically for multi-hop reasoning and 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 | Multi-hop reasoning and question answering |
| Dataset (including any stated split) | PopQA |
| Metric | PopQA Score |
| 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

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

## Recorded results

| Method | PopQA Score | Result date | Report paper |
| --- | --- | --- | --- |
| AgentConductor | 50.3 | Not recorded | 6997ea6809c33900fcd7649f |
| Chain-of-Agents | 46.5 | Not recorded | 6997ea6809c33900fcd7649f |

### AgentConductor

PopQA Score: 50.3. Result ID: 699b05eb5698665ec49848f4.

[Reporting paper](<https://www.sota2.com/research/paper/6997ea6809c33900fcd7649f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6997ea6809c33900fcd7649f.md>)

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

### Chain-of-Agents

PopQA Score: 46.5. Result ID: 699b05eb5698665ec49848f3.

[Reporting paper](<https://www.sota2.com/research/paper/6997ea6809c33900fcd7649f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7abc1e209131cea84e86.md>)

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

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