BioKMNER + BioBERT

Reported on 5 benchmarks across 1 task

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing5 results

Named Entity Recognition (NER)onNCBI-disease
F1
88.77
best: 89.71 (BioBERT)
Named Entity Recognition (NER)onBC5CDR-chemical
F1
94.22
best: 94.88 (Spark NLP)
Named Entity Recognition (NER)onSpecies-800
F1
76.33
best: 80.91 (Spark NLP)
Named Entity Recognition (NER)onBC2GM
F1
85.29
best: 88.75 (Spark NLP)
Named Entity Recognition (NER)onJNLPBA
F1
77.83
best: 82 (KeBioLM)