SciFive-Large

Reported on 3 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 Processing3 results

Named Entity Recognition (NER)onBC5CDR-chemical
F1· 2021-05-28
94.76
best: 94.88 (Spark NLP)
SciFive: a text-to-text transformer model for biomedical literature arXiv:2106.03598
Named Entity Recognition (NER)onBC5CDR-disease
F1· 2021-05-28
87.62
best: 88.5 (BioMegatron)
SciFive: a text-to-text transformer model for biomedical literature arXiv:2106.03598
Named Entity Recognition (NER)onJNLPBA
F1· 2021-05-28
77.55
best: 82 (KeBioLM)
SciFive: a text-to-text transformer model for biomedical literature arXiv:2106.03598