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Equivalence Matching Results for SNOMED-NCIT (Pharm)
	Unsupervised (No Train Maps)					Semi-supervised (Optional 30% Train Maps)
⇕System	⇕Precision	⇕Recall	⇕F-score	⇕MRR	⇕Hits@1	⇕Use Train Maps	⇕Precision	⇕Recall	⇕F-score	⇕MRR	⇕Hits@1
AMD^∗	0.962	0.670	0.790			✔	0.952	0.746	0.836
BERTMap^‡	0.971	0.585	0.730	0.969	0.951	✔	0.898	0.715	0.796	0.971	0.953
BERTMapLt^‡	0.981	0.574	0.724	0.849	0.773	✘	0.973	0.569	0.718	0.849	0.773
LogMap^†	0.966	0.607	0.746			✘	0.952	0.603	0.738
LogMapBio^†	0.928	0.611	0.737			✘	0.899	0.606	0.724
LogMapLt^†	0.996	0.599	0.748			✘	0.994	0.594	0.743
Matcha^†	0.987	0.607	0.752			✘	0.982	0.601	0.746
Matcha-DL^∗	0.904	0.616	0.733	0.931	0.917	✔	0.903	0.872	0.888	0.931	0.917
SORBETMtch^†∗	0.973	0.607	0.748			✔	0.876	0.604	0.715

Note: OLaLa did not submit the results for the task.

Note: Mixed results for SORBETMtch, where unsupervised results come from MELT and semi-supervised results come from direct result submission.