# Document-level Relation Extraction on ChemDisGene (test)

Source: [Document-level Relation Extraction on ChemDisGene (test)](<https://www.sota2.com/research/sota/document-level-relation-extraction-on-chemdisgene-test>)

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

Data updated: 2026-02-26T05:43:20.813Z

Evaluation of Document-level Relation Extraction performance on the test split of the ChemDisGene dataset, reporting F1, Precision, and Recall 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 | Document-level Relation Extraction |
| Dataset (including any stated split) | ChemDisGene (test) |
| Metric | F1 Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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/document-level-relation-extraction-on-chemdisgene-test.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

- [Precision](<https://www.sota2.com/research/sota/document-level-relation-extraction-on-chemdisgene-test.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/document-level-relation-extraction-on-chemdisgene-test.md?metric=Recall>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| TTM-RE | 53.59 | Not recorded | 68fa73881e209131cea5d054 |
| SSR-PU | 48.56 | Not recorded | 68fa73881e209131cea5d054 |
| PU | 44.6 | Not recorded | 68fa73881e209131cea5d054 |
| PN | 44.25 | Not recorded | 68fa73881e209131cea5d054 |
| BRAN | 43.8 | Not recorded | 68fa73881e209131cea5d054 |
| ATLOP | 42.73 | Not recorded | 68fa73881e209131cea5d054 |
| PubmedBert | 42.1 | Not recorded | 68fa73881e209131cea5d054 |
| BRAN | 32.5 | Not recorded | 68fa73881e209131cea5d054 |

### TTM-RE

F1 Score: 53.59. Result ID: 6992e78c3a6c31484912467c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73881e209131cea5d054.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73881e209131cea5d054.md>)

[Implementation](<https://github.com/chufangao/TTM-RE>)

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

### SSR-PU

F1 Score: 48.56. Result ID: 6992e78c3a6c31484912467b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73881e209131cea5d054.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6db81e209131cea3b7ef.md>)

[Implementation](<https://github.com/www-Ye/SSR-PU>)

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

### PU

F1 Score: 44.6. Result ID: 6992e78c3a6c31484912467a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73881e209131cea5d054.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c3c1e209131cea32f1c.md>)

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

### PN

F1 Score: 44.25. Result ID: 6992e78c3a6c314849124679.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73881e209131cea5d054.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c3c1e209131cea32f1c.md>)

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

### BRAN

F1 Score: 43.8. Result ID: 6992e78c3a6c314849124677.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73881e209131cea5d054.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6db81e209131cea3b7ef.md>)

[Implementation](<https://github.com/www-Ye/SSR-PU>)

Recorded evaluation configuration: {"variant":"row 3"}. This record does not assert independent reproduction.

### ATLOP

F1 Score: 42.73. Result ID: 6992e78c3a6c314849124678.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73881e209131cea5d054.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68db1e209131cea1eb83.md>)

[Implementation](<https://github.com/wzhouad/ATLOP>)

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

### PubmedBert

F1 Score: 42.1. Result ID: 6992e78c3a6c314849124676.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73881e209131cea5d054.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6db81e209131cea3b7ef.md>)

[Implementation](<https://github.com/www-Ye/SSR-PU>)

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

### BRAN

F1 Score: 32.5. Result ID: 6992e78c3a6c314849124675.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73881e209131cea5d054.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6db81e209131cea3b7ef.md>)

[Implementation](<https://github.com/www-Ye/SSR-PU>)

Recorded evaluation configuration: {"variant":"row 1"}. This record does not assert independent reproduction.

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