# Entity Linking on English WikiNews 2018

Source: [Entity Linking on English WikiNews 2018](<https://www.sota2.com/research/sota/entity-linking-on-english-wikinews-2018>)

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

Data updated: 2026-02-26T06:01:21.510Z

Evaluation of Entity Linking performance on the English WikiNews 2018 dataset, measured using Recall at K metrics (R@1, R@100).

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 | Entity Linking |
| Dataset (including any stated split) | English WikiNews 2018 |
| Metric | Recall@1 |
| 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

- [Recall@1](<https://www.sota2.com/research/sota/entity-linking-on-english-wikinews-2018.md?metric=Recall%401>): Higher is better; unit: PERCENT.

- [Recall@100](<https://www.sota2.com/research/sota/entity-linking-on-english-wikinews-2018.md?metric=Recall%40100>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Recall@1 | Result date | Report paper |
| --- | --- | --- | --- |
| DEER | 92 | Not recorded | 68fa68a71e209131cea1d716 |
| Model F+ | 92 | Not recorded | 68fa68a71e209131cea1d716 |

### DEER

Recall@1: 92. Result ID: 698d7c3b8b517eb43321ddc5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68a71e209131cea1d716.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66601e209131cea0fec9.md>)

Recorded evaluation configuration: {"Languages":"1","Candidates":"5.7m"}. This record does not assert independent reproduction.

### Model F+

Recall@1: 92. Result ID: 698d7c3b8b517eb43321ddc6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68a71e209131cea1d716.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68a71e209131cea1d716.md>)

[Implementation](<http://goo.gle/mewsli-dataset>)

Recorded evaluation configuration: {"Languages":"104","Candidates":"20m"}. This record does not assert independent reproduction.

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