Flat Named Entity Recognition on OntoNotes 5.0 (test)
91.9Micro F1PL-Marker
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PL-MarkerImplementation=Our model2021.09 | 91.9 | — | — | |
| Random Packing2021.09 | 91.8 | — | — | |
| DSpERTbest score=true2022.10 | 91.76 | 91.46 | 92.05 | |
| Zhu and Liyear=20222022.10 | 91.74 | 91.75 | 91.74 | |
| T-ConcatImplementation=Our implementation2021.09 | 91.7 | — | — | |
| Yu et al. (2020)2021.09 | 91.3 | — | — | |
| Yu et al.year=20202022.10 | 91.3 | 91.1 | 91.5 | |
| SeqTaggerImplementation=Our implementation2021.09 | 91.2 | — | — | |
| Li et al.year=2020b2022.10 | 91.11 | 92.98 | 89.95 | |
| Li et al. (2020)2021.09 | 91.1 | — | — | |
| DSpERTaverage of multiple independent runs=true2022.10 | 91.06 | 90.87 | 91.25 | |
| Shen et al.year=20222022.10 | 90.96 | 91.43 | 90.73 | |
| Li et al.average of multiple independent runs=true, year=20222022.10 | 90.5 | 90.03 | 90.97 | |
| Yan et al. (2021)2021.09 | 90.4 | — | — | |
| Yan et al.year=20212022.10 | 90.38 | 89.99 | 90.77 | |
| Devlin et al. (2019)2021.09 | 89.2 | — | — | |
| Ma and Hovy (2016)2021.09 | 86.3 | — | — |