Metric: RE Micro F1 (higher is better)
| # | Model↕ | RE Micro F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PL-Marker | 73 | No | Packed Levitated Marker for Entity and Relation ... | 2021-09-13 | Code |
| 2 | ASP+T5-3B | 72.7 | No | Autoregressive Structured Prediction with Langua... | 2022-10-26 | Code |
| 3 | GoLLIE | 70.1 | Yes | GoLLIE: Annotation Guidelines improve Zero-Shot ... | 2023-10-05 | Code |
| 4 | Ours: cross-sentence ALB | 69.4 | No | A Frustratingly Easy Approach for Entity and Rel... | 2020-10-24 | Code |
| 5 | Table-Sequence | 67.6 | No | Two are Better than One: Joint Entity and Relati... | 2020-10-08 | Code |
| 6 | TriMF | 66.49 | No | A Trigger-Sense Memory Flow Framework for Joint ... | 2021-01-25 | Code |
| 7 | TablERT | 66.1 | No | Named Entity Recognition and Relation Extraction... | 2020-10-15 | Code |
| 8 | DYGIE++ | 63.4 | Yes | Entity, Relation, and Event Extraction with Cont... | 2019-09-08 | Code |
| 9 | DyGIE | 63.2 | Yes | A General Framework for Information Extraction u... | 2019-04-05 | Code |
| 10 | Hierarchical Multi-task | 62.7 | Yes | A Hierarchical Multi-task Approach for Learning ... | 2018-11-14 | Code |
| 11 | Attention | 55.9 | No | - | - | - |
| 12 | Joint w/ Global | 52.1 | No | - | - | - |