Metric: RE+ Micro F1 (higher is better)
| # | Model↕ | RE+ Micro F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PL-Marker | 71.1 | No | Packed Levitated Marker for Entity and Relation ... | 2021-09-13 | Code |
| 2 | ASP+T5-3B | 70.5 | No | Autoregressive Structured Prediction with Langua... | 2022-10-26 | Code |
| 3 | MGE | 68.2 | No | - | - | - |
| 4 | PFN | 66.8 | No | A Partition Filter Network for Joint Entity and ... | 2021-08-27 | Code |
| 5 | Table-Sequence | 64.3 | No | Two are Better than One: Joint Entity and Relati... | 2020-10-08 | Code |
| 6 | TriMF | 62.77 | No | A Trigger-Sense Memory Flow Framework for Joint ... | 2021-01-25 | Code |
| 7 | TablERT | 62.4 | No | Named Entity Recognition and Relation Extraction... | 2020-10-15 | Code |
| 8 | MRC4ERE++ | 62.1 | No | - | - | Code |
| 9 | Multi-turn QA | 60.2 | No | Entity-Relation Extraction as Multi-Turn Questio... | 2019-05-14 | Code |
| 10 | MRT | 59.6 | No | - | - | - |
| 11 | GCN | 59.1 | No | - | - | - |
| 12 | Global | 57.5 | No | - | - | - |
| 13 | SPTree | 55.6 | No | End-to-End Relation Extraction using LSTMs on Se... | 2016-01-05 | Code |
| 14 | Attention | 53.6 | No | - | - | - |
| 15 | Joint w/ Global | 49.5 | No | - | - | - |