PubmedBERT + PURE (domain-adapted)

Reported on 2 benchmarks across 1 task · 1 paper · 2 SOTA

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

Medical2 results

Information ExtractiononDrug Combination Extraction Dataset
Exact Match F1 ("Any Combination")· 2022-05-04
69.4
best: 71.1 (Seq2Rel (w/PubMedBERT))
SOTA
A Dataset for N-ary Relation Extraction of Drug Combinations arXiv:2205.02289
Information ExtractiononDrug Combination Extraction Dataset
Exact Match F1 ("Positive Combination")· 2022-05-04
61.8
best: 66.7 (Seq2Rel (w/PubMedBERT))
SOTA
A Dataset for N-ary Relation Extraction of Drug Combinations arXiv:2205.02289