# Span Identification on SemEval ScienceIE Task 10 2017 (test)

Source: [Span Identification on SemEval ScienceIE Task 10 2017 (test)](<https://www.sota2.com/research/sota/span-identification-on-semeval-scienceie-task-10-2017-test>)

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

Data updated: 2026-02-26T05:42:58.630Z

Evaluation of Span Identification performance on the test set of the SemEval ScienceIE Task 10 2017 dataset, typically 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 | Span Identification |
| Dataset (including any stated split) | SemEval ScienceIE Task 10 2017 (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/span-identification-on-semeval-scienceie-task-10-2017-test.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

- [Precision](<https://www.sota2.com/research/sota/span-identification-on-semeval-scienceie-task-10-2017-test.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/span-identification-on-semeval-scienceie-task-10-2017-test.md?metric=Recall>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| SCIIE | 58.6 | Not recorded | 68fa64c61e209131cea067ec |
| (Luan 2017) | 56.9 | Not recorded | 68fa64c61e209131cea067ec |
| Best SemEval | 55 | Not recorded | 68fa64c61e209131cea067ec |

### SCIIE

F1 Score: 58.6. Result ID: 698c8d970b614d12cff18db0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64c61e209131cea067ec.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64c61e209131cea067ec.md>)

[Implementation](<http://nlp.cs.washington.edu/sciIE/>)

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

### (Luan 2017)

F1 Score: 56.9. Result ID: 698c8d970b614d12cff18dae.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64c61e209131cea067ec.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa639f1e209131ce9ffc49.md>)

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

### Best SemEval

F1 Score: 55. Result ID: 698c8d970b614d12cff18daf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64c61e209131cea067ec.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa634c1e209131ce9fdd3a.md>)

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

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