Equivalence Matching Results for OMIM-ORDO (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 0.827 0.498 0.622 0.803 0.742 0.788 0.501 0.612 0.805 0.744
LogMap-Lite 0.935 0.259 0.405 0.919 0.261 0.407
AMD 0.664 0.565 0.611 0.601 0.567 0.583
BERTMap 0.730 0.572 0.641 0.873 0.817 0.762 0.548 0.637 0.877 0.823
BERTMap-Lite 0.819 0.499 0.620 0.776 0.729 0.781 0.507 0.615 0.777 0.727
Matcha-DL 0.887 0.578 0.700 0.600 0.583
Matcha 0.743 0.508 0.604 0.694 0.511 0.589
ATMatcher 0.940 0.247 0.391 0.925 0.251 0.395
LSMatch 0.650 0.221 0.329 0.594 0.223 0.325

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