Named Entity Recognition on BLURB NER tasks benchmark leaderboard · SOTA2 Research

Named Entity Recognition on BLURB NER tasks

0.865BC5dis F1diseaseBERT

Evaluation Results

Method	Links
diseaseBERT2021.04		0.865	—	0.871	—	—	0.864
KeBioLM2021.04		0.861	0.933	0.891	0.851	0.82	0.871
PubMedBERT2021.04		0.856	0.933	0.878	0.845	0.801	0.863
BioBERT2021.04		0.847	0.929	0.891	0.838	0.794	0.86
SciBERT2021.04		0.845	0.925	0.881	0.834	0.795	0.856
bio-lm2021.04		0.838	0.929	0.877	0.87	0.806	0.863
BlueBERT2021.04		0.837	0.912	0.88	0.819	0.787	0.847
ClinicalBERT2021.04		0.83	0.908	0.883	0.817	0.786	0.845