Subsumption Matching Results for SNOMED-NCIT (Neoplas)
 
Unsupervised (90% Test Mappings)
Semi-supervised (70% Test Mappings)
⇕System ⇕MRR ⇕Hits@1 ⇕Hits@5 ⇕Hits@10 ⇕MRR ⇕Hits@1 ⇕Hits@5 ⇕Hits@10
Word2Vec+RF 0.512 0.368 0.694 0.834 0.577 0.433 0.773 0.880
OWL2Vec*+RF 0.603 0.461 0.782 0.860 0.666 0.547 0.827 0.880
BERTSubs (IC) 0.530 0.333 0.786 0.948 0.638 0.463 0.859 0.953

Note: Click the column names (evaluation metrics) to sort the table; Cells with empty values suggest that the corresponding scores are not available.