模型 | 准确率 | 精确率 | 召回率 | F1值 |
TextCNN | 0.7155 | 0.6917 | 0.6509 | 0.6707 |
TextRNN | 0.6417 | 0.4897 | 0.4994 | 0.4945 |
DPCNN | 0.6979 | 0.6656 | 0.6486 | 0.6570 |
TextRCNN | 0.7002 | 0.6684 | 0.6481 | 0.6581 |
Transformer | 0.6639 | 0.6281 | 0.6223 | 0.6252 |
本文模型 | 0.8038 | 0.8322 | 0.8718 | 0.8515 |