| named-entity-recognition-ner-on-conll-2003 | LSTM-CRF+ELMo+BERT+Flair | #20 | F1: 93.38 |
| named-entity-recognition-on-ace-2004 | seq2seq+BERT+Flair | #5 | F1: 84.40Multi-Task Supervision: n |
| named-entity-recognition-on-ace-2005 | seq2seq+BERT+Flair | #12 | F1: 84.33 |
| named-entity-recognition-on-conll-2002 | Straková et al., 2019 | #5 | F1: 88.8 |
| named-entity-recognition-on-conll-2002-dutch | Straková et al., 2019 | #6 | F1: 92.7 |
| named-entity-recognition-on-conll-2003-german | Straková et al., 2019 | #6 | F1: 85.1 |
| named-entity-recognition-on-genia | seq2seq+BERT+Flair | #4 | F1: 78.31 |
| nested-mention-recognition-on-ace-2004 | seq2seq+BERT+Flair | #3 | F1: 84.40 |
| nested-mention-recognition-on-ace-2005 | seq2seq+BERT+Flair | #2 | F1: 84.33 |
| nested-named-entity-recognition-on-ace-2004 | seq2seq+BERT+Flair | #19 | F1: 84.40 |
| nested-named-entity-recognition-on-ace-2005 | seq2seq+BERT+Flair | #15 | F1: 84.33 |
| nested-named-entity-recognition-on-genia | seq2seq+BERT+Flair | #14 | F1: 78.31 |