Metric: NER Micro F1 (higher is better)
| # | Model↕ | NER Micro F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ASP+T0-3B | 90.3 | No | Autoregressive Structured Prediction with Langua... | 2022-10-26 | Code |
| 2 | TriMF | 90.3 | No | A Trigger-Sense Memory Flow Framework for Joint ... | 2021-01-25 | Code |
| 3 | TablERT | 90.2 | No | Named Entity Recognition and Relation Extraction... | 2020-10-15 | Code |
| 4 | Table-Sequence | 90.1 | No | Two are Better than One: Joint Entity and Relati... | 2020-10-08 | Code |
| 5 | Deeper | 89.78 | No | Deeper Task-Specificity Improves Joint Entity an... | 2020-02-15 | Code |
| 6 | SpERT | 88.94 | No | Span-based Joint Entity and Relation Extraction ... | 2019-09-17 | Code |
| 7 | Multi-turn QA | 87.8 | No | Entity-Relation Extraction as Multi-Turn Questio... | 2019-05-14 | Code |
| 8 | Global | 85.6 | No | - | - | - |
| 9 | Table Representation | 80.7 | No | - | - | - |