| Benchmark | Model | Rank | Results |
|---|---|---|---|
| named-entity-recognition-on-ace-2004 | BoningKnife | – | F1: 86.41Multi-Task Supervision: n |
| named-entity-recognition-on-ace-2005 | BoningKnife | – | F1: 85.46 |
| nested-mention-recognition-on-ace-2004 | BoningKnife | – | F1: 86.41 |
| nested-mention-recognition-on-ace-2005 | BoningKnife | – | F1: 85.46 |
| nested-named-entity-recognition-on-ace-2004 | BoningKnife | – | F1: 86.41 |
| nested-named-entity-recognition-on-ace-2005 | BoningKnife | – | F1: 85.46 |
| nested-named-entity-recognition-on-nne | BoningKnife | – | Micro F1: 94.24 |