Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | HGN | 59.5 | No | Hero-Gang Neural Model For Named Entity Recognit... | 2022-05-15 | Code |
| 2 | CL-KL | 58.98 | No | Improving Named Entity Recognition by External C... | 2021-05-08 | Code |
| 3 | AESINER | 55.14 | No | Improving Named Entity Recognition with Attentiv... | 2020-10-29 | Code |
| 4 | SA-NER | 55.01 | No | Named Entity Recognition for Social Media Texts ... | 2020-10-29 | Code |
| 5 | InferNER | 53.48 | No | - | - | - |
| 6 | CambridgeLTL | 52.41 | No | - | - | - |
| 7 | BERTweet | 52.1 | No | BERTweet: A pre-trained language model for Engli... | 2020-05-20 | Code |