Equivalence Matching Results for SNOMED-FMA (Body)
 
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 0.702 0.581 0.636 0.545 0.330 0.646 0.580 0.611 0.542 0.328
LogMap-Lite 0.967 0.543 0.695 0.958 0.543 0.693
AMD 0.890 0.704 0.786 0.861 0.709 0.778
BERTMap 0.997 0.639 0.773 0.954 0.930 0.811 0.708 0.756 0.967 0.950
BERTMap-Lite 0.976 0.660 0.787 0.895 0.869 0.970 0.665 0.789 0.897 0.871
Matcha-DL 0.998 0.756 0.856 0.790 0.782
Matcha 0.875 0.594 0.707 0.845 0.592 0.696
ATMatcher 0.264 0.226 0.244 0.216 0.223 0.219
LSMatch 0.809 0.072 0.132 0.762 0.070 0.128

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