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Table 3 The tenfold cross validation results for identifying assay formats

From: Using BERT to identify drug-target interactions from whole PubMed

BERT model

F1 macro

F1 micro

BERT

81.0 ± 1

81.5 ± 1

SciBERT

85.2 ± 1.1

85.6 ± 1.1

BioBERT

86 ± 1.3

86.4 ± 1.3

BioMed-RoBERTa

87.8 ± 0.5

88.1 ± 0.5

BlueBERT

87.0 ± 1

87.5 ± 1

  1. Bold values indicate the top results for a dataset