# Multi-hop Question Answering on Bamboogle (Acc, LLM)

Source: [Multi-hop Question Answering on Bamboogle (Acc, LLM)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-acc-llm>)

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

Data updated: 2026-03-11T09:21:11.092Z

Evaluation of model performance on the Bamboogle dataset for Multi-hop Question Answering, specifically reporting Accuracy (Acc) and LLM metrics.

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 | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 12 of 12 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-acc-llm.md?metric=Accuracy>): Higher is better; unit: PERCENT.

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

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| AutoAgent | 45.6 | Not recorded | 69b0f70f2d603e6de3e45d6d |
| Self-Ask | 33.6 | Not recorded | 69b0f70f2d603e6de3e45d6d |
| Standard RAG | 27.2 | Not recorded | 69b0f70f2d603e6de3e45d6d |
| IRCoT | 27.2 | Not recorded | 69b0f70f2d603e6de3e45d6d |
| LongLLMLingua | 24.8 | Not recorded | 69b0f70f2d603e6de3e45d6d |
| SKR | 24.8 | Not recorded | 69b0f70f2d603e6de3e45d6d |
| Naive Generation | 24 | Not recorded | 69b0f70f2d603e6de3e45d6d |
| Selective-Context | 24 | Not recorded | 69b0f70f2d603e6de3e45d6d |
| Iter-RetGen | 23.2 | Not recorded | 69b0f70f2d603e6de3e45d6d |
| REPLUG | 22.4 | Not recorded | 69b0f70f2d603e6de3e45d6d |
| SuRe | 16.8 | Not recorded | 69b0f70f2d603e6de3e45d6d |
| RECOMP | 13.6 | Not recorded | 69b0f70f2d603e6de3e45d6d |

### AutoAgent

Accuracy: 45.6. Result ID: 69b133fe6dbb7075b95be1f3.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f70f2d603e6de3e45d6d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b0f70f2d603e6de3e45d6d.md>)

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

### Self-Ask

Accuracy: 33.6. Result ID: 69b133fe6dbb7075b95be1f0.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f70f2d603e6de3e45d6d.md>)

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

### Standard RAG

Accuracy: 27.2. Result ID: 69b133fe6dbb7075b95be1e9.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f70f2d603e6de3e45d6d.md>)

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

### IRCoT

Accuracy: 27.2. Result ID: 69b133fe6dbb7075b95be1f2.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f70f2d603e6de3e45d6d.md>)

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

### LongLLMLingua

Accuracy: 24.8. Result ID: 69b133fe6dbb7075b95be1ec.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f70f2d603e6de3e45d6d.md>)

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

### SKR

Accuracy: 24.8. Result ID: 69b133fe6dbb7075b95be1ef.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f70f2d603e6de3e45d6d.md>)

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

### Naive Generation

Accuracy: 24. Result ID: 69b133fe6dbb7075b95be1e8.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f70f2d603e6de3e45d6d.md>)

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

### Selective-Context

Accuracy: 24. Result ID: 69b133fe6dbb7075b95be1ee.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f70f2d603e6de3e45d6d.md>)

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

### Iter-RetGen

Accuracy: 23.2. Result ID: 69b133fe6dbb7075b95be1f1.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f70f2d603e6de3e45d6d.md>)

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

### REPLUG

Accuracy: 22.4. Result ID: 69b133fe6dbb7075b95be1eb.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f70f2d603e6de3e45d6d.md>)

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

### SuRe

Accuracy: 16.8. Result ID: 69b133fe6dbb7075b95be1ea.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f70f2d603e6de3e45d6d.md>)

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

### RECOMP

Accuracy: 13.6. Result ID: 69b133fe6dbb7075b95be1ed.

[Reporting paper](<https://www.sota2.com/research/paper/69b0f70f2d603e6de3e45d6d.md>)

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

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