Trigger Classification on ONTOEVENT-DOC (test)
0.7467PrecisionSPEECH
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SPEECHenergy function=enabled2023.05 | 0.7467 | 0.7473 | 0.747 | |
| SPEECHenergy function=disabled2023.05 | 0.7176 | 0.7217 | 0.7196 | |
| CorED-BERTimplementation=official implementation2023.05 | 0.6027 | 0.6225 | 0.6125 | |
| TANLtype=generative ED model2023.05 | 0.5773 | 0.5993 | 0.5913 | |
| MLBiNetimplementation=official implementation2023.05 | 0.5609 | 0.5767 | 0.5687 | |
| DMBERTimplementation=official implementation2023.05 | 0.5382 | 0.6612 | 0.5932 | |
| TEXT2EVENTtype=generative ED model2023.05 | 0.5293 | 0.6227 | 0.5722 | |
| BERT-CRFimplementation=code referred to Wang et al. (2020b)2023.05 | 0.5218 | 0.6231 | 0.568 | |
| DMCNNimplementation=official implementation2023.05 | 0.5042 | 0.5224 | 0.5131 | |
| BiLSTM-CRFimplementation=code referred to Wang et al. (2020b)2023.05 | 0.4886 | 0.5591 | 0.521 |