Relation Extraction on CoNLL04
Metric: RE+ Micro F1 (higher is better)
Metric: RE+ Micro F1 (higher is better)
| # | Model↕ | RE+ Micro F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ReLiK-Large | 78.1 | No | ReLiK: Retrieve and LinK, Fast and Accurate Enti... | 2024-07-31 | Code |
| 2 | ASP+T0-3B | 76.3 | No | Autoregressive Structured Prediction with Langua... | 2022-10-26 | Code |
| 3 | REBEL | 75.4 | Yes | - | - | Code |
| 4 | Table-Sequence | 73.6 | No | Two are Better than One: Joint Entity and Relati... | 2020-10-08 | Code |
| 5 | TablERT | 72.6 | No | Named Entity Recognition and Relation Extraction... | 2020-10-15 | Code |
| 6 | TANL | 72.6 | No | Structured Prediction as Translation between Aug... | 2021-01-14 | Code |
| 7 | TriMF | 72.35 | No | A Trigger-Sense Memory Flow Framework for Joint ... | 2021-01-25 | Code |
| 8 | SpERT | 71.47 | No | Span-based Joint Entity and Relation Extraction ... | 2019-09-17 | Code |
| 9 | Deeper | 71.08 | No | Deeper Task-Specificity Improves Joint Entity an... | 2020-02-15 | Code |
| 10 | Multi-turn QA | 68.9 | No | Entity-Relation Extraction as Multi-Turn Questio... | 2019-05-14 | Code |
| 11 | Global | 67.8 | No | - | - | - |
| 12 | Table Representation | 61 | No | - | - | - |