# Event Argument Extraction on WikiEvents EAE

Source: [Event Argument Extraction on WikiEvents EAE](<https://www.sota2.com/research/sota/event-argument-extraction-on-wikievents-eae>)

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

Data updated: 2026-02-26T05:43:19.204Z

Evaluation of Event Argument Extraction performance on the WikiEvents EAE 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 | Event Argument Extraction |
| Dataset (including any stated split) | WikiEvents EAE |
| Metric | F1 Score |
| 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

- [F1 Score](<https://www.sota2.com/research/sota/event-argument-extraction-on-wikievents-eae.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| GoLLIE | 52.5 | Not recorded | 68fa72791e209131cea5699b |
| GoLLIE | 51.9 | Not recorded | 68fa72791e209131cea5699b |
| GoLLIE | 51.6 | Not recorded | 68fa72791e209131cea5699b |
| GoLLIE | 50.7 | Not recorded | 68fa72791e209131cea5699b |
| Sainz et al. (2022a) | 35.9 | Not recorded | 68fa72791e209131cea5699b |

### GoLLIE

F1 Score: 52.5. Result ID: 69922bf03a6c3148490d1040.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72791e209131cea5699b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72791e209131cea5699b.md>)

[Implementation](<https://github.com/hitz-zentroa/GoLLIE>)

Recorded evaluation configuration: {"Model size":"13B","Zero-shot":true}. This record does not assert independent reproduction.

### GoLLIE

F1 Score: 51.9. Result ID: 69922bf03a6c3148490d103f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72791e209131cea5699b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72791e209131cea5699b.md>)

[Implementation](<https://github.com/hitz-zentroa/GoLLIE>)

Recorded evaluation configuration: {"Model size":"7B","Zero-shot":true}. This record does not assert independent reproduction.

### GoLLIE

F1 Score: 51.6. Result ID: 69922bf03a6c3148490d103e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72791e209131cea5699b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72791e209131cea5699b.md>)

[Implementation](<https://github.com/hitz-zentroa/GoLLIE>)

Recorded evaluation configuration: {"Model variant":"Baseline","Zero-shot":true}. This record does not assert independent reproduction.

### GoLLIE

F1 Score: 50.7. Result ID: 69922bf03a6c3148490d1041.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72791e209131cea5699b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72791e209131cea5699b.md>)

[Implementation](<https://github.com/hitz-zentroa/GoLLIE>)

Recorded evaluation configuration: {"Model size":"34B","Zero-shot":true}. This record does not assert independent reproduction.

### Sainz et al. (2022a)

F1 Score: 35.9. Result ID: 69922bf03a6c3148490d103d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72791e209131cea5699b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c7d1e209131cea344aa.md>)

[Implementation](<https://github.com/osainz59/Ask2Transformers>)

Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction.

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