Overlapping Mention Recognition on GENIA (standard)
79.8PrecisionKatiyar and Cardie (2018)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Katiyar and Cardie (2018)Architecture=Neural2018.10 | 79.8 | 68.2 | 73.6 | |
| Ju et al. (2018)Architecture=Neural2018.10 | 78.5 | 71.3 | 74.7 | |
| Wang et al. (2018)Architecture=Neural2018.10 | 78 | 70.2 | 73.9 | |
| CRF (LINEAR)Architecture=Non-Neural2018.10 | 77.1 | 63.3 | 69.5 | |
| SHArchitecture=Non-Neural, c=62018.10 | 77 | 66.1 | 71.1 | |
| SHArchitecture=Neural, c=n, char=true2018.10 | 77 | 73.3 | 75.1 | |
| SHArchitecture=Neural, c=6, char=true2018.10 | 76.8 | 71.8 | 74.2 | |
| SHArchitecture=Neural, c=62018.10 | 76.6 | 71 | 73.7 | |
| SHArchitecture=Non-Neural, c=n2018.10 | 76.2 | 67.5 | 71.6 | |
| SHArchitecture=Neural, c=n2018.10 | 76.1 | 72.9 | 74.5 | |
| CRF (CASCADED)Architecture=Non-Neural2018.10 | 75.9 | 66.1 | 70.6 | |
| Finkel and Manning (2009)Architecture=Non-Neural2018.10 | 75.4 | 65.9 | 70.3 | |
| Muis and Lu (2017)Architecture=Non-Neural2018.10 | 75.4 | 66.8 | 70.8 | |
| Semi-CRFArchitecture=Non-Neural, c=62018.10 | 74.5 | 66 | 70 | |
| Semi-CRFArchitecture=Non-Neural, c=n2018.10 | 74.2 | 65.8 | 69.7 | |
| Lu and Roth (2015)Architecture=Non-Neural2018.10 | 74.2 | 66.7 | 70.3 | |
| FOFEArchitecture=Neural, c=62018.10 | 71.2 | 64.3 | 67.6 | |
| FOFEArchitecture=Neural, c=n2018.10 | 63.2 | 59.3 | 61.2 |