Subsumption Matching Results for NCIT-DOID (Disease)
 
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 0.306 0.206 0.390 0.510 0.363 0.263 0.448 0.566
OWL2Vec*+RF 0.388 0.285 0.485 0.604 0.422 0.315 0.524 0.647
BERTSubs (IC) 0.601 0.460 0.777 0.877 0.618 0.496 0.758 0.862

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