Nested Named Entity Recognition on ACE 2005
86.9F1 Score
BERT-MRC
Updated 1mo ago
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
2020.12 | 86.9 | 87.2 | 86.6 | |
2019.10 | 86.88 | 87.16 | 86.59 | |
2020.12 | 85.4 | 85.2 | 85.6 | |
2020.12 | 85.4 | 84.5 | 86.4 | |
2021.06 | 84.74 | 83.16 | 86.38 | |
2020.12 | 84.7 | 84 | 85.4 | |
2020.12 | 84.7 | 83 | 86.5 | |
2021.06 | 84.66 | 83.95 | 85.39 | |
2021.06 | 84.61 | 84.5 | 84.72 | |
2020.12 | 84.6 | 83.5 | 85.8 | |
2021.06 | 84.57 | 85.01 | 84.13 | |
2020.12 | 84.4 | 82.7 | 86.2 | |
| 84.34 | 83.83 | 84.87 | ||
2019.09 | 84.33 | 83.48 | 85.21 | |
2019.10 | 84.33 | - | - | |
2020.12 | 84.1 | 82 | 86.4 | |
| 83.99 | 83.3 | 84.69 | ||
2021.06 | 83.99 | 83.3 | 84.69 | |
2020.12 | 83.9 | 83.8 | 83.9 | |
2019.09 | 83.42 | 82.58 | 84.29 | |
2021.06 | 83.42 | - | - | |
2020.12 | 83.4 | - | - | |
2020.12 | 82.9 | - | - | |
2021.06 | 82.9 | - | - | |
2019.10 | 82.9 | - | - | |
2021.06 | 82.75 | 82.08 | 83.44 | |
2019.10 | 82.7 | 82.98 | 82.42 | |
2019.09 | 82.4 | 82.7 | 82.1 | |
2020.12 | 82.4 | 82.7 | 82.1 | |
2019.10 | 82.4 | 82.7 | 82.1 | |
2021.06 | 82.31 | 81.41 | 83.24 | |
2020.12 | 79.4 | 80 | 78.9 | |
2020.12 | 78.9 | 79.7 | 78 | |
2020.12 | 78.2 | 79 | 77.3 | |
| 76.83 | 78.27 | 75.44 | ||
2020.12 | 75.6 | 77.1 | 74.2 | |
2019.09 | 75.36 | 76.35 | 74.39 | |
2019.09 | 74.9 | 76.2 | 73.6 | |
2019.10 | 74.9 | 76.2 | 73.6 | |
2019.09 | 74.6 | 75.1 | 74.1 | |
2020.12 | 74.6 | 75.1 | 74.1 | |
2019.09 | 74.5 | 76.8 | 72.3 | |
2020.12 | 74.5 | 76.8 | 72.3 | |
2019.10 | 74.5 | 76.8 | 72.3 | |
2019.09 | 73 | 74.5 | 71.5 | |
2020.12 | 73 | 74.5 | 71.5 | |
2019.09 | 72.2 | 74.2 | 70.3 | |
2020.12 | 72.2 | 74.2 | 70.3 | |
2020.12 | 71 | 76.5 | 66.3 | |
2019.09 | 70.5 | 70.6 | 70.4 | |
2019.10 | 70.5 | 70.6 | 70.4 | |
2020.12 | 62.2 | 70.3 | 55.7 |