Relation Extraction on DocRED
Metric: Relation F1 (higher is better)
Metric: Relation F1 (higher is better)
| # | Model↕ | Relation F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | REBEL+pretraining | 47.1 | Yes | - | - | Code |
| 2 | REBEL | 41.8 | Yes | - | - | Code |
| 3 | Joint-M+GC | 40.62 | No | Modeling Task Interactions in Document-Level Joi... | 2022-05-04 | - |
| 4 | JEREX | 40.38 | No | An End-to-end Model for Entity-level Relation Ex... | 2021-02-11 | Code |
| 5 | REXEL | 39.06 | No | REXEL: An End-to-end Model for Document-Level Re... | 2024-04-19 | Code |
| 6 | seq2rel | 38.2 | No | A sequence-to-sequence approach for document-lev... | 2022-04-03 | Code |