# Multi-hop Question Answering on 2WikiMultiHopQA (SR)

Source: [Multi-hop Question Answering on 2WikiMultiHopQA (SR)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-2wikimultihopqa-sr>)

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

Data updated: 2026-05-18T06:38:29.229Z

Evaluation of model performance on the 2WikiMultiHopQA dataset for multi-hop question answering, specifically reporting the Success Rate (SR) 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) | 2WikiMultiHopQA |
| Metric | SR |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 17 of 17 |
| 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

- [SR](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-2wikimultihopqa-sr.md?metric=SR>): Higher is better; unit: PERCENT.

## Recorded results

| Method | SR | Result date | Report paper |
| --- | --- | --- | --- |
| Gemini-3-Flash | 78 | Not recorded | 6a0a9d04dbc836b87d82b322 |
| Gemini-2.5-flash | 66 | Not recorded | 6a0a9d04dbc836b87d82b322 |
| Qwen3-30B-A3B | 58 | Not recorded | 6a0a9d04dbc836b87d82b322 |
| ICRL | 50 | Not recorded | 6a0a9d04dbc836b87d82b322 |
| Critique-GRPO | 47.5 | Not recorded | 6a0a9d04dbc836b87d82b322 |
| MATPO | 46 | Not recorded | 6a0a9d04dbc836b87d82b322 |
| ICRL | 45 | Not recorded | 6a0a9d04dbc836b87d82b322 |
| GSPO | 44.5 | Not recorded | 6a0a9d04dbc836b87d82b322 |
| Critique-GRPO | 43 | Not recorded | 6a0a9d04dbc836b87d82b322 |
| MATPO | 42 | Not recorded | 6a0a9d04dbc836b87d82b322 |
| GRPO | 42 | Not recorded | 6a0a9d04dbc836b87d82b322 |
| ScalingInter | 40 | Not recorded | 6a0a9d04dbc836b87d82b322 |
| ScalingInter | 38 | Not recorded | 6a0a9d04dbc836b87d82b322 |
| GRPO | 36 | Not recorded | 6a0a9d04dbc836b87d82b322 |
| GSPO | 36 | Not recorded | 6a0a9d04dbc836b87d82b322 |
| Qwen3-4B | 32 | Not recorded | 6a0a9d04dbc836b87d82b322 |
| Qwen3-8B | 32 | Not recorded | 6a0a9d04dbc836b87d82b322 |

### Gemini-3-Flash

SR: 78. Result ID: 6a0ab3d347f34ce924f03283.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

Recorded evaluation configuration: {"Protocol":"Prompting"}. This record does not assert independent reproduction.

### Gemini-2.5-flash

SR: 66. Result ID: 6a0ab3d347f34ce924f03282.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c311e209131cea8cef5.md>)

Recorded evaluation configuration: {"Protocol":"Prompting"}. This record does not assert independent reproduction.

### Qwen3-30B-A3B

SR: 58. Result ID: 6a0ab3d347f34ce924f03281.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"Protocol":"Prompting"}. This record does not assert independent reproduction.

### ICRL

SR: 50. Result ID: 6a0ab3d347f34ce924f0328f.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction.

### Critique-GRPO

SR: 47.5. Result ID: 6a0ab3d347f34ce924f0328e.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ac21e209131cea850cf.md>)

Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction.

### MATPO

SR: 46. Result ID: 6a0ab3d347f34ce924f0328d.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8aff2.md>)

[Implementation](<https://github.com/mzf666/MATPO>)

Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction.

### ICRL

SR: 45. Result ID: 6a0ab3d347f34ce924f03289.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction.

### GSPO

SR: 44.5. Result ID: 6a0ab3d347f34ce924f0328b.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a481e209131cea8231d.md>)

Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction.

### Critique-GRPO

SR: 43. Result ID: 6a0ab3d347f34ce924f03288.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ac21e209131cea850cf.md>)

Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction.

### MATPO

SR: 42. Result ID: 6a0ab3d347f34ce924f03287.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7be11e209131cea8aff2.md>)

[Implementation](<https://github.com/mzf666/MATPO>)

Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction.

### GRPO

SR: 42. Result ID: 6a0ab3d347f34ce924f0328a.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76a91e209131cea6e3eb.md>)

Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction.

### ScalingInter

SR: 40. Result ID: 6a0ab3d347f34ce924f0328c.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b481e209131cea87858.md>)

Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction.

### ScalingInter

SR: 38. Result ID: 6a0ab3d347f34ce924f03286.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b481e209131cea87858.md>)

Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction.

### GRPO

SR: 36. Result ID: 6a0ab3d347f34ce924f03284.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76a91e209131cea6e3eb.md>)

Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction.

### GSPO

SR: 36. Result ID: 6a0ab3d347f34ce924f03285.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a481e209131cea8231d.md>)

Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction.

### Qwen3-4B

SR: 32. Result ID: 6a0ab3d347f34ce924f0327f.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"Protocol":"Prompting"}. This record does not assert independent reproduction.

### Qwen3-8B

SR: 32. Result ID: 6a0ab3d347f34ce924f03280.

[Reporting paper](<https://www.sota2.com/research/paper/6a0a9d04dbc836b87d82b322.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"Protocol":"Prompting"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
