Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | FLERT XLM-R | 92.23 | No | FLERT: Document-Level Features for Named Entity ... | 2020-11-13 | Code |
| 2 | ACE + document-context | 91.7 | No | Automated Concatenation of Embeddings for Struct... | 2020-10-10 | Code |
| 3 | ACE | 90.5 | No | Automated Concatenation of Embeddings for Struct... | 2020-10-10 | Code |
| 4 | Biaffine-NER | 90.3 | No | Named Entity Recognition as Dependency Parsing | 2020-05-14 | Code |
| 5 | Flair | 88.3 | No | - | - | Code |