Overlapping Mention Recognition on ACE 2005 (standard)
76.8PrecisionSH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SHArchitecture=Neural, c=n, char=true2018.10 | 76.8 | 72.3 | 74.5 | |
| SHArchitecture=Neural, c=n2018.10 | 76.6 | 71.9 | 74.2 | |
| SHArchitecture=Neural, c=6, char=true2018.10 | 75.9 | 70 | 72.8 | |
| SHArchitecture=Neural, c=62018.10 | 75.7 | 69.6 | 72.5 | |
| CRF (CASCADED)Architecture=Non-Neural2018.10 | 74.8 | 49.1 | 59.3 | |
| Wang et al. (2018)Architecture=Neural2018.10 | 74.5 | 71.5 | 73 | |
| Ju et al. (2018)Architecture=Neural2018.10 | 74.2 | 70.3 | 72.2 | |
| Semi-CRFArchitecture=Non-Neural, c=62018.10 | 72.8 | 45 | 55.6 | |
| Katiyar and Cardie (2018)Architecture=Neural2018.10 | 70.6 | 70.4 | 70.5 | |
| SHArchitecture=Non-Neural, c=62018.10 | 70.3 | 55.8 | 62.2 | |
| CRF (LINEAR)Architecture=Non-Neural2018.10 | 69.5 | 44.5 | 54.2 | |
| SHArchitecture=Non-Neural, c=n2018.10 | 69.5 | 60.7 | 64.8 | |
| Muis and Lu (2017)Architecture=Non-Neural2018.10 | 69.1 | 58.1 | 63.1 | |
| Semi-CRFArchitecture=Non-Neural, c=n2018.10 | 67.5 | 46.1 | 54.8 | |
| FOFEArchitecture=Neural, c=62018.10 | 67.4 | 55.1 | 60.6 | |
| Lu and Roth (2015)Architecture=Non-Neural2018.10 | 66.3 | 59.2 | 62.5 | |
| FOFEArchitecture=Neural, c=n2018.10 | 56.3 | 44.6 | 49.8 |