Equivalence Matching Results for NCIT-DOID (Disease)
 
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 0.918 0.667 0.773 0.559 0.364 0.896 0.661 0.761 0.559 0.363
LogMap-Lite 0.981 0.578 0.727 0.976 0.575 0.723
AMD 0.885 0.768 0.823 0.858 0.770 0.811
BERTMap 0.912 0.829 0.868 0.967 0.953 0.823 0.887 0.854 0.968 0.955
BERTMap-Lite 0.912 0.776 0.838 0.904 0.884 0.889 0.771 0.826 0.903 0.883
Matcha-DL 0.955 0.801 0.871 0.810 0.804
Matcha 0.906 0.756 0.825 0.883 0.754 0.813
ATMatcher 0.964 0.603 0.742 0.954 0.604 0.740
LSMatch 0.719 0.565 0.633 0.665 0.565 0.611

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