| model | precision | recall | f1 | entity_f1 | epoch | predict_time | |
|---|---|---|---|---|---|---|---|
| clue_ner | lstm_crf | 0.926 | 0.865 | 0.890 | 0.671 | ||
| bert_crf | 0.871 | 0.820 | 0.840 | 0.741 | |||
| bert_wol | 0.900 | 0.851 | 0.874 | 0.800 | 3 | ||
| casecade_lstm_crf | 0.942 | 0.891 | 0.916 | 0.783 | 20 | ||
| casecade_bert_crf | 0.892 | 0.842 | 0.866 | 0.800 | 3 | ||
| resume_ner | lstm_crf | 0.958 | 0.944 | 0.951 | 0.91 | 20 | 22ms |