PubMedBERT (uncased; abstracts)

Reported on 3 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Natural Language Processing2 results

Question AnsweringonBLURB
Accuracy· 2020-07-31
71.7
best: 83.5 (BioLinkBERT (large))
SOTA
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing arXiv:2007.15779
Text ClassificationonBLURB
F1· 2020-07-31
82.32
best: 84.88 (BioLinkBERT (large))
SOTA
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing arXiv:2007.15779

Methodology1 result

ClassificationonBLURB
F1· 2020-07-31
82.32
best: 84.88 (BioLinkBERT (large))
SOTA
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing arXiv:2007.15779