Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | UniNER-7B | 93.3 | No | UniversalNER: Targeted Distillation from Large L... | 2023-08-07 | Code |
| 2 | DeepStruct multi-task | 93.1 | No | DeepStruct: Pretraining of Language Models for S... | 2022-05-21 | Code |
| 3 | DeepStruct multi-task w/ finetune | 93 | No | DeepStruct: Pretraining of Language Models for S... | 2022-05-21 | Code |
| 4 | Deepstruct zero-shot | 44.4 | No | DeepStruct: Pretraining of Language Models for S... | 2022-05-21 | Code |