Table 6. Precision-Dataset and Recall-Dataset Score of Each Model on the Manually Labeled Battery-Specific Dataset.

model	precision-data set	recall-data set
BERT-base-cased	67.02	80.15
BatteryBERT-cased	70.74	84.19
BatterySciBERT-cased	65.09	84.56
BatteryOnlyBERT-cased	64.28	82.72
BERT-base-uncased	62.19	75.00
BatteryBERT-uncased	68.27	80.88
BatterySciBERT-uncased	66.65	85.29
BatteryOnlyBERT-uncased	67.20	83.82