Equivalence Matching Results for SNOMED-NCIT (Neoplas)
 
Unsupervised (90% Test Mappings)
Semi-supervised (70% Test Mappings)
⇕System ⇕Precision ⇕Recall ⇕F-score ⇕MRR ⇕Hits@1 ⇕Precision ⇕Recall ⇕F-score ⇕MRR ⇕Hits@1
LogMap 0.823 0.547 0.657 0.824 0.747 0.783 0.547 0.644 0.821 0.743
LogMap-Lite 0.947 0.520 0.671 0.932 0.519 0.667
AMD 0.836 0.534 0.652 0.792 0.528 0.633
BERTMap 0.655 0.777 0.711 0.960 0.939 0.575 0.784 0.664 0.965 0.947
BERTMap-Lite 0.815 0.709 0.759 0.900 0.876 0.775 0.713 0.743 0.900 0.876
Matcha-DL 0.956 0.615 0.748 0.654 0.640
Matcha 0.754 0.564 0.645 0.704 0.564 0.626
ATMatcher 0.866 0.284 0.428 0.835 0.286 0.426
LSMatch 0.902 0.238 0.377 0.877 0.238 0.374

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