Named Entity Recognition on ACE05 splits of Lu and Roth (test)
88.26F1 ScorePromptNER
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PromptNERBackbone=RoBERTa-large2023.05 | 88.26 | 88.15 | 88.38 | |
| BSBackbone=RoBERTa-large2023.05 | 88.14 | — | — | |
| BSBackbone=BERT-large2023.05 | 87.82 | — | — | |
| PIQN2023.05 | 87.42 | 86.27 | 88.6 | |
| PromptNERBackbone=BERT-large2023.05 | 87.21 | 86.07 | 88.38 | |
| Seq2Set2023.05 | 87.05 | 87.48 | 86.63 | |
| LLCP2023.05 | 86.91 | 85.97 | 87.87 | |
| MRC2023.05 | 86.88 | 87.16 | 86.59 | |
| Triaffine2023.05 | 86.82 | 86.7 | 86.94 | |
| W2NER2023.05 | 86.79 | 85.03 | 88.62 | |
| UIE2023.05 | 85.78 | — | — | |
| BuParser2023.05 | 85.53 | 84.61 | 86.43 | |
| Biaffine2023.05 | 85.4 | 85.2 | 85.6 | |
| BARTNER2023.05 | 84.74 | 83.16 | 86.38 |