# Dialogue-level Relation Extraction on DialogRE v1 (dev)

Source: [Dialogue-level Relation Extraction on DialogRE v1 (dev)](<https://www.sota2.com/research/sota/dialogue-level-relation-extraction-on-dialogre-v1-dev>)

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

Data updated: 2026-02-26T05:42:45.390Z

Evaluation of Dialogue-level Relation Extraction performance on the development split of the DialogRE v1 dataset, reporting F1 and F1c 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 | Dialogue-level Relation Extraction |
| Dataset (including any stated split) | DialogRE v1 (dev) |
| Metric | F1 |
| 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

- [F1](<https://www.sota2.com/research/sota/dialogue-level-relation-extraction-on-dialogre-v1-dev.md?metric=F1>): Higher is better; unit: PERCENT.

- [F1c](<https://www.sota2.com/research/sota/dialogue-level-relation-extraction-on-dialogre-v1-dev.md?metric=F1c>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F1 | Result date | Report paper |
| --- | --- | --- | --- |
| GDPNet | 67.1 | Not recorded | 68fa6f211e209131cea43e14 |
| BERTs | 63 | Not recorded | 68fa6f211e209131cea43e14 |
| BERT | 60.6 | Not recorded | 68fa6f211e209131cea43e14 |
| BiLSTM | 48.1 | Not recorded | 68fa6f211e209131cea43e14 |
| LSTM | 46.7 | Not recorded | 68fa6f211e209131cea43e14 |
| CNN | 46.1 | Not recorded | 68fa6f211e209131cea43e14 |

### GDPNet

F1: 67.1. Result ID: 699096b93a6c31484901ab0c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f211e209131cea43e14.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f211e209131cea43e14.md>)

[Implementation](<https://github.com/XueFuzhao/GDPNet>)

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

### BERTs

F1: 63. Result ID: 699096b93a6c31484901ab0b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f211e209131cea43e14.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67591e209131cea15b87.md>)

[Implementation](<https://dataset.org/dialogre/>)

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

### BERT

F1: 60.6. Result ID: 699096b93a6c31484901ab0a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f211e209131cea43e14.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.

### BiLSTM

F1: 48.1. Result ID: 699096b93a6c31484901ab09.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f211e209131cea43e14.md>)

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

### LSTM

F1: 46.7. Result ID: 699096b93a6c31484901ab08.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f211e209131cea43e14.md>)

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

### CNN

F1: 46.1. Result ID: 699096b93a6c31484901ab07.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f211e209131cea43e14.md>)

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

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