DistilBioBERT

Reported on 5 benchmarks across 1 task · 1 paper

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· 2022-09-07
87.93
best: 89.71 (BioBERT)
On the Effectiveness of Compact Biomedical Transformers arXiv:2209.03182
Named Entity Recognition (NER)onBC5CDR-chemical
F1· 2022-09-07
94.53
best: 94.88 (Spark NLP)
On the Effectiveness of Compact Biomedical Transformers arXiv:2209.03182
Named Entity Recognition (NER)onBC5CDR-disease
F1· 2022-09-07
85.42
best: 88.5 (BioMegatron)
On the Effectiveness of Compact Biomedical Transformers arXiv:2209.03182
Named Entity Recognition (NER)onBC2GM
F1· 2022-09-07
86.6
best: 88.75 (Spark NLP)
On the Effectiveness of Compact Biomedical Transformers arXiv:2209.03182
Named Entity Recognition (NER)onJNLPBA
F1· 2022-09-07
79.97
best: 82 (KeBioLM)
On the Effectiveness of Compact Biomedical Transformers arXiv:2209.03182