Nested Mention Detection on GENIA (test)
79.8PrecisionLH
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LHTime Complexity=O(mn)2019.06 | 79.8 | 68.2 | 73.6 | |
| Cascaded-CRF2019.06 | 78.5 | 71.3 | 74.7 | |
| TransitionTime Complexity=O(mn)2019.06 | 78 | 70.2 | 73.9 | |
| SHmax mention length (c)=n, Time Complexity=O(mn²)2019.06 | 77 | 73.3 | 75.1 | |
| SHmax mention length (c)=6, Time Complexity=O(cmn)2019.06 | 76.8 | 71.8 | 74.2 | |
| Anchor-Region Networksmax mention length (c)=n, Time Complexity=O(mn+nk)2019.06 | 75.8 | 73.9 | 74.8 | |
| FOFEmax mention length (c)=6, Time Complexity=O(mn²)2019.06 | 75.4 | 67.8 | 71.4 | |
| LSTM-CRFTime Complexity=O(mn)2019.06 | 75.2 | 64.6 | 69.5 | |
| Anchor-Region Networksmax mention length (c)=6, Time Complexity=O(mn+ck)2019.06 | 75.2 | 73.3 | 74.2 | |
| FOFEmax mention length (c)=n, Time Complexity=O(mn²)2019.06 | 74 | 65.5 | 69.5 | |
| Multi-CRFTime Complexity=O(mn)2019.06 | 73.1 | 64.9 | 68.8 |