# Multi-hop Question Answering on WikiHop masked (dev)

Source: [Multi-hop Question Answering on WikiHop masked (dev)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-wikihop-masked-dev>)

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

Data updated: 2026-02-26T05:27:27.447Z

Evaluation of model performance on the development split of the masked version of the WikiHop dataset for multi-hop question answering capabilities.

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) | WikiHop masked (dev) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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-wikihop-masked-dev.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| CFC | 72.1 | Not recorded | 68fa65bb1e209131cea0bed2 |
| Entity-GCN | 70.5 | Not recorded | 68fa65bb1e209131cea0bed2 |
| BIDAF Baseline | 54.5 | Not recorded | 68fa65bb1e209131cea0bed2 |

### CFC

Accuracy: 72.1. Result ID: 698cc3a78b517eb4331c928b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65bb1e209131cea0bed2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65bb1e209131cea0bed2.md>)

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

### Entity-GCN

Accuracy: 70.5. Result ID: 698cc3a78b517eb4331c928c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65bb1e209131cea0bed2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d891e209131cea3a73c.md>)

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

### BIDAF Baseline

Accuracy: 54.5. Result ID: 698cc3a78b517eb4331c928d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65bb1e209131cea0bed2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64821e209131cea04fe5.md>)

[Implementation](<http://qangaroo.cs.ucl.ac.uk/>)

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

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