# Relation Triple Extraction on NYT single triplet version (test)

Source: [Relation Triple Extraction on NYT single triplet version (test)](<https://www.sota2.com/research/sota/relation-triple-extraction-on-nyt-single-triplet-version-test>)

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

Data updated: 2026-02-26T05:58:15.510Z

Evaluation of Relation Triple Extraction performance on the test split of the NYT single triplet version 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 | Relation Triple Extraction |
| Dataset (including any stated split) | NYT single triplet version (test) |
| Metric | Precision |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [Precision](<https://www.sota2.com/research/sota/relation-triple-extraction-on-nyt-single-triplet-version-test.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/relation-triple-extraction-on-nyt-single-triplet-version-test.md?metric=Recall>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/relation-triple-extraction-on-nyt-single-triplet-version-test.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Precision | Result date | Report paper |
| --- | --- | --- | --- |
| NovelTagging | 61.5 | Not recorded | 68fa671b1e209131cea1449e |
| ETL-Span | 53.8 | Not recorded | 68fa671b1e209131cea1449e |
| MultiHead | 51.5 | Not recorded | 68fa671b1e209131cea1449e |
| ETL-BIES | 51.1 | Not recorded | 68fa671b1e209131cea1449e |
| PA-LSTM | 49.4 | Not recorded | 68fa671b1e209131cea1449e |
| CoType | 43.3 | Not recorded | 68fa671b1e209131cea1449e |

### NovelTagging

Precision: 61.5. Result ID: 698d18a48b517eb4331efb98.

[Reporting paper](<https://www.sota2.com/research/paper/68fa671b1e209131cea1449e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63681e209131ce9fe7ad.md>)

[Implementation](<https://github.com/shanzhenren/CoType>)

Recorded evaluation configuration: {"reported\_in\_other\_works":"†"}. This record does not assert independent reproduction.

### ETL-Span

Precision: 53.8. Result ID: 698d18a48b517eb4331efb9c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa671b1e209131cea1449e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa671b1e209131cea1449e.md>)

[Implementation](<https://github.com/yubowen-ph/JointER>)

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

### MultiHead

Precision: 51.5. Result ID: 698d18a48b517eb4331efb99.

[Reporting paper](<https://www.sota2.com/research/paper/68fa671b1e209131cea1449e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa652e1e209131cea08a59.md>)

[Implementation](<https://github.com/bekou/multihead_joint_entity_relation_extraction>)

Recorded evaluation configuration: {"official\_implementation":"\*"}. This record does not assert independent reproduction.

### ETL-BIES

Precision: 51.1. Result ID: 698d18a48b517eb4331efb9b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa671b1e209131cea1449e.md>)

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

### PA-LSTM

Precision: 49.4. Result ID: 698d18a48b517eb4331efb9a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa671b1e209131cea1449e.md>)

Recorded evaluation configuration: {"reported\_in\_other\_works":"†"}. This record does not assert independent reproduction.

### CoType

Precision: 43.3. Result ID: 698d18a48b517eb4331efb97.

[Reporting paper](<https://www.sota2.com/research/paper/68fa671b1e209131cea1449e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa636b1e209131ce9fea05.md>)

[Implementation](<https://github.com/shanzhenren/CoType>)

Recorded evaluation configuration: {"quoted\_from\_paper":"‡"}. This record does not assert independent reproduction.

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