# Semantic Role Labeling Modifiers on SoNaR-1 (train)

Source: [Semantic Role Labeling Modifiers on SoNaR-1 (train)](<https://www.sota2.com/research/sota/semantic-role-labeling-modifiers-on-sonar-1-train>)

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

Data updated: 2026-02-26T05:43:01.263Z

Evaluation of Semantic Role Labeling performance focusing specifically on identifying modifiers using the training split of the SoNaR-1 dataset, typically measured by 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 | Semantic Role Labeling Modifiers |
| Dataset (including any stated split) | SoNaR-1 (train) |
| 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/semantic-role-labeling-modifiers-on-sonar-1-train.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| BERTje | 88.5 | Not recorded | 68fa66d41e209131cea12b8d |
| BERTje | 88.5 | Not recorded | 68fa66d41e209131cea12b8d |
| Multilingual BERT | 77.5 | Not recorded | 68fa66d41e209131cea12b8d |

### BERTje

F1 Score: 88.5. Result ID: 698d0b8b8b517eb4331e95e7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d41e209131cea12b8d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66d41e209131cea12b8d.md>)

[Implementation](<https://github.com/wietsedv/bertje>)

Recorded evaluation configuration: {"Training status":"850k checkpoint"}. This record does not assert independent reproduction.

### BERTje

F1 Score: 88.5. Result ID: 698d0b8b8b517eb4331e95e8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d41e209131cea12b8d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66d41e209131cea12b8d.md>)

[Implementation](<https://github.com/wietsedv/bertje>)

Recorded evaluation configuration: {"Training status":"fully trained"}. This record does not assert independent reproduction.

### Multilingual BERT

F1 Score: 77.5. Result ID: 698d0b8b8b517eb4331e95e6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d41e209131cea12b8d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4ed.md>)

[Implementation](<https://github.com/google-research/bert>)

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.