# Multi-hop Question Answering on 2WikiMultiHop (in-distribution)

Source: [Multi-hop Question Answering on 2WikiMultiHop (in-distribution)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-2wikimultihop-in-distribution>)

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

Data updated: 2026-02-26T05:31:11.666Z

Evaluation of model performance on the in-distribution split of the 2WikiMultiHop dataset for multi-hop question answering, including accuracy and computational complexity (FLOPs).

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) | 2WikiMultiHop (in-distribution) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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-2wikimultihop-in-distribution.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [FLOPs](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-2wikimultihop-in-distribution.md?metric=FLOPs>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| CONCUR | 59.5 | Not recorded | 693a4fea6cfd488761a548bc |
| EmbedLLM | 58.4 | Not recorded | 693a4fea6cfd488761a548bc |
| RTR | 57.9 | Not recorded | 693a4fea6cfd488761a548bc |
| Best single strategy | 57.6 | Not recorded | 693a4fea6cfd488761a548bc |
| RouteLLM | 41.7 | Not recorded | 693a4fea6cfd488761a548bc |

### CONCUR

Accuracy: 59.5. Result ID: 6996c5725698665ec410e8b8.

[Reporting paper](<https://www.sota2.com/research/paper/693a4fea6cfd488761a548bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693a4fea6cfd488761a548bc.md>)

Recorded evaluation configuration: {"Routing":"Unconstrained"}. This record does not assert independent reproduction.

### EmbedLLM

Accuracy: 58.4. Result ID: 6996c5725698665ec410e8b6.

[Reporting paper](<https://www.sota2.com/research/paper/693a4fea6cfd488761a548bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75411e209131cea66d8e.md>)

Recorded evaluation configuration: {"Routing":"Unconstrained"}. This record does not assert independent reproduction.

### RTR

Accuracy: 57.9. Result ID: 6996c5725698665ec410e8b7.

[Reporting paper](<https://www.sota2.com/research/paper/693a4fea6cfd488761a548bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78c11e209131cea7a4b7.md>)

Recorded evaluation configuration: {"Routing":"Unconstrained"}. This record does not assert independent reproduction.

### Best single strategy

Accuracy: 57.6. Result ID: 6996c5725698665ec410e8b4.

[Reporting paper](<https://www.sota2.com/research/paper/693a4fea6cfd488761a548bc.md>)

Recorded evaluation configuration: {"Routing":"Unconstrained"}. This record does not assert independent reproduction.

### RouteLLM

Accuracy: 41.7. Result ID: 6996c5725698665ec410e8b5.

[Reporting paper](<https://www.sota2.com/research/paper/693a4fea6cfd488761a548bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa771f1e209131cea71353.md>)

Recorded evaluation configuration: {"Routing":"Unconstrained"}. This record does not assert independent reproduction.

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