# Entity Disambiguation on GERBIL (test)

Source: [Entity Disambiguation on GERBIL (test)](<https://www.sota2.com/research/sota/entity-disambiguation-on-gerbil-test>)

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

Data updated: 2026-02-26T05:43:15.488Z

Evaluation of Entity Disambiguation performance on the test split of the GERBIL dataset, measured using F1 score.

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 Disambiguation |
| Dataset (including any stated split) | GERBIL (test) |
| Metric | F1 Score |
| 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

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

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| De Cao et al. | 88.8 | Not recorded | 68fa6f781e209131cea45c8e |
| GDMM-base | 86.11 | Not recorded | 68fa6f781e209131cea45c8e |
| GDMM-large | 82.57 | Not recorded | 68fa6f781e209131cea45c8e |

### De Cao et al.

F1 Score: 88.8. Result ID: 6990d6173a6c31484903a827.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f781e209131cea45c8e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ab81e209131cea2a046.md>)

[Implementation](<https://github.com/nicola-decao/efficient-autoregressive-EL>)

Recorded evaluation configuration: {"Modality":"L -\> L"}. This record does not assert independent reproduction.

### GDMM-base

F1 Score: 86.11. Result ID: 6990d6173a6c31484903a828.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f781e209131cea45c8e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f781e209131cea45c8e.md>)

Recorded evaluation configuration: {"Modality":"L -\> L","Model Scale":"base"}. This record does not assert independent reproduction.

### GDMM-large

F1 Score: 82.57. Result ID: 6990d6173a6c31484903a829.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f781e209131cea45c8e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f781e209131cea45c8e.md>)

Recorded evaluation configuration: {"Modality":"L -\> L","Model Scale":"large"}. This record does not assert independent reproduction.

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