TABLE 2.
Method | FMA-NCI | FMA-SNOMED | SNOMED-NCI | ||||||
---|---|---|---|---|---|---|---|---|---|
P | R | F1 | P | R | F1 | P | R | F1 | |
AML | 0.958 | 0.910 | 0.933 | 0.923 | 0.762 | 0.835 | 0.906 | 0.746 | 0.818 |
LogMap | 0.940 | 0.898 | 0.919 | 0.941 | 0.689 | 0.796 | 0.954 | 0.667 | 0.785 |
LogMapBio | 0.904 | 0.920 | 0.912 | 0.911 | 0.711 | 0.799 | 0.909 | 0.696 | 0.88 |
MTransE | 0.627 | 0.640 | 0.633 | 0.505 | 0.475 | 0.490 | 0.254 | 0.378 | 0.304 |
GCN-align | 0.813 | 0.783 | 0.798 | 0.763 | 0.729 | 0.746 | 0.745 | 0.775 | 0.760 |
DAEOM | 0.882 | 0.689 | 0.774 | 0.719 | 0.693 | 0.706 | 0.891 | 0.682 | 0.773 |
MEDTO | 0.944 | 0.874 | 0.908 | 0.871 | 0.762 | 0.813 | 0.901 | 0.802 | 0.849 |
BioHAN | 0.930 | 0.922 | 0.926 | 0.898 | 0.775 | 0.832 | 0.911 | 0.797 | 0.850 |
BioHAN (w/o OB) | 0.930 | 0.922 | 0.926 | 0.782 | 0.731 | 0.756 | 0.788 | 0.709 | 0.746 |
BioHAN (w/o HB) | 0.831 | 0.822 | 0.826 | 0.771 | 0.729 | 0.749 | 0.850 | 0.711 | 0.774 |
BioHAN (w/o AM) | 0.860 | 0.842 | 0.851 | 0.819 | 0.726 | 0.770 | 0.864 | 0.719 | 0.785 |
BioHAN (w/o MN) | 0.893 | 0.849 | 0.870 | 0.822 | 0.745 | 0.782 | 0.877 | 0.701 | 0.779 |
Bold values represents the best results for the column in which they are located.