Table 5.

Comparison of BioEGRE and baseline models on CHEMPROT

Methods	Precision (%)	Recall (%)	F1-score (%)
BERT + Guassian [26]	77.08	76.06	76.56
BERT + Capsule network [5]	77.78	71.86	74.70
NCBI-BERT [28]	74.5	70.6	72.5
PubMedBERT [24]	70.12	72.51	71.29
ClinicalBERT [25]	72.78	74.01	73.39
BioBERT [14]	77.02	75.90	76.46
BioELECTRA [15]	77.31	80.31	78.78
Proposed	77.97	82.07	79.97

The bold indicates list the results of the models represents the best among the results