| joint-entity-and-relation-extraction-on | PL-Marker | #1 | Relation F1: 53.2Entity F1: 69.9RE+ Micro F1: 41.6… |
| named-entity-recognition-ner-on-conll-2003 | PL-Marker | #7 | F1: 94.0 |
| named-entity-recognition-ner-on-ontonotes-v5 | PL-Marker | #2 | F1: 91.9Precision: 92.0Recall: 91.7 |
| named-entity-recognition-on-few-nerd-sup | PL-Marker | #1 | F1-Measure: 70.9Precision: 71.2Recall: 70.6 |
| relation-extraction-on-ace-2004 | PL-Marker | #1 | RE+ Micro F1: 66.5RE Micro F1: 69.7NER Micro F1: 90.4… |
| relation-extraction-on-ace-2005 | PL-Marker | #2 | RE Micro F1: 73.0RE+ Micro F1: 71.1NER Micro F1: 91.1… |