# Named Entity Disambiguation on AIDA CoNLL-YAGO

Source: [Named Entity Disambiguation on AIDA CoNLL-YAGO](<https://www.sota2.com/research/sota/named-entity-disambiguation-on-aida-conll-yago>)

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

Data updated: 2026-02-26T06:01:12.104Z

Evaluation of Named Entity Disambiguation performance on the AIDA CoNLL-YAGO dataset, measured using Precision, Recall, and F1 scores.

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 | Named Entity Disambiguation |
| Dataset (including any stated split) | AIDA CoNLL-YAGO |
| Metric | Recall |
| 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](<https://www.sota2.com/research/sota/named-entity-disambiguation-on-aida-conll-yago.md?metric=Recall>): Higher is better; unit: PERCENT.

- [Precision](<https://www.sota2.com/research/sota/named-entity-disambiguation-on-aida-conll-yago.md?metric=Precision>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/named-entity-disambiguation-on-aida-conll-yago.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Recall | Result date | Report paper |
| --- | --- | --- | --- |
| Févry et al. \[16\] | 96.7 | Not recorded | 68fa68a11e209131cea1d3b9 |
| BOOTLEG | 96.7 | Not recorded | 68fa68a11e209131cea1d3b9 |

### Févry et al. \[16\]

Recall: 96.7. Result ID: 698d7a8f8b517eb43321d1d1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68a11e209131cea1d3b9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67ac1e209131cea17b24.md>)

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

### BOOTLEG

Recall: 96.7. Result ID: 698d7a8f8b517eb43321d1d2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68a11e209131cea1d3b9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68a11e209131cea1d3b9.md>)

[Implementation](<http://hazyresearch.stanford.edu/bootleg>)

Recorded evaluation configuration: {"Mode":"fine-tuned"}. This record does not assert independent reproduction.

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