| Benchmark | Model | Rank | Results |
|---|---|---|---|
| named-entity-recognition-ner-on-conll-2003 | Co-regularized LUKE | #3 | F1: 94.22 |
| named-entity-recognition-on-conll | Noise-robust Co-regularization + LUKE | #3 | F1: 95.60 |
| named-entity-recognition-on-conll | Noise-robust Co-regularization + BERT-large | #8 | F1: 94.04 |
| relation-extraction-on-tacred | Noise-robust Co-regularization + BERT-large | #9 | F1: 73.0 |