Metric: Precision (higher is better)
| # | Model↕ | Precision▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PL-Marker | 71.2 | No | Packed Levitated Marker for Entity and Relation ... | 2021-09-13 | Code |
| 2 | PIQN | 70.16 | No | Parallel Instance Query Network for Named Entity... | 2022-03-20 | Code |
| 3 | NuNER | 67.8 | No | NuNER: Entity Recognition Encoder Pre-training v... | 2024-02-23 | Code |
| 4 | Sequence-to-Set | 67.37 | No | Parallel Instance Query Network for Named Entity... | 2022-03-20 | Code |
| 5 | BERT-Tagger | 65.56 | No | Few-NERD: A Few-Shot Named Entity Recognition Da... | 2021-05-16 | Code |
| 6 | Locate and Label | 64.69 | No | Parallel Instance Query Network for Named Entity... | 2022-03-20 | Code |