| chinese-named-entity-recognition-on-msra | PIQN | #17 | F1: 93.48 |
| named-entity-recognition-ner-on-conll-2003 | PIQN | #32 | F1: 92.87 |
| named-entity-recognition-ner-on-ontonotes-v5 | PIQN | #6 | F1: 90.96 |
| named-entity-recognition-on-ace-2004 | PIQN | #2 | F1: 88.14Multi-Task Supervision: n |
| named-entity-recognition-on-ace-2005 | PIQN | #4 | F1: 87.42 |
| named-entity-recognition-on-few-nerd-sup | PIQN | #2 | F1-Measure: 69.67Precision: 70.16Recall: 69.18 |
| named-entity-recognition-on-few-nerd-sup | Sequence-to-Set | #4 | F1-Measure: 68.23Precision: 67.37Recall: 69.12 |
| named-entity-recognition-on-few-nerd-sup | Locate and Label | #5 | F1-Measure: 67.64Precision: 64.69Recall: 70.87 |
| nested-named-entity-recognition-on-ace-2004 | PIQN | #6 | F1: 88.14 |
| nested-named-entity-recognition-on-ace-2005 | PIQN | #3 | F1: 87.42 |
| nested-named-entity-recognition-on-genia | PIQN | #1 | F1: 81.77 |
| nested-named-entity-recognition-on-nne | PIQN | #2 | Micro F1: 94.04 |
| nested-named-entity-recognition-on-tac-kbp | PIQN | #3 | F1: 84.5 |