Subsumption Matching Results for SNOMED-NCIT (Pharm)
 
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 0.488 0.335 0.687 0.852 0.526 0.402 0.663 0.834
OWL2Vec*+RF 0.524 0.364 0.738 0.870 0.579 0.446 0.747 0.893
BERTSubs (IC) 0.504 0.321 0.762 0.920 0.476 0.281 0.715 0.900

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