BERN2

Reported on 4 benchmarks across 1 task · 1 paper · 1 SOTA

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

Natural Language Processing4 results

Named Entity Recognition (NER)onLINNAEUS
F1· 2022-01-06
92.7
SOTA
BERN2: an advanced neural biomedical named entity recognition and normalization tool arXiv:2201.02080
Named Entity Recognition (NER)onNCBI-disease
F1· 2022-01-06
88.6
best: 89.71 (BioBERT)
BERN2: an advanced neural biomedical named entity recognition and normalization tool arXiv:2201.02080
Named Entity Recognition (NER)onBC4CHEMD
F1· 2022-01-06
92.8
best: 94.39 (BertForTokenClassification (Spark NLP))
BERN2: an advanced neural biomedical named entity recognition and normalization tool arXiv:2201.02080
Named Entity Recognition (NER)onBC2GM
F1· 2022-01-06
83.7
best: 88.75 (Spark NLP)
BERN2: an advanced neural biomedical named entity recognition and normalization tool arXiv:2201.02080