Knowledge Graph Completion on UMLS-PubMed (20%)
35.83Hits@5TAGREAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TAGREALCategory=PLM-based2023.05 | 35.83 | 46.45 | |
| PKGCCategory=PLM-based2023.05 | 31.08 | 43.49 | |
| TransE+LineCategory=Text&KGE-based2023.05 | 23.63 | 31.85 | |
| JointNRECategory=Text&KGE-based2023.05 | 21.05 | 31.37 | |
| ConvECategory=KGE-based2023.05 | 20.45 | 30.72 | |
| TuckERCategory=KGE-based2023.05 | 19.94 | 30.82 | |
| TransECategory=KGE-based2023.05 | 19.7 | 30.47 | |
| DistMultCategory=KGE-based2023.05 | 19.02 | 28.35 | |
| RotatECategory=KGE-based2023.05 | 17.95 | 27.55 | |
| CPLCategory=RL-based2023.05 | 15.32 | 24.22 | |
| MINERVACategory=RL-based2023.05 | 11.55 | 19.87 | |
| ComplExCategory=KGE-based2023.05 | 11.28 | 17.17 | |
| RC-NetCategory=Text&KGE-based2023.05 | 7.94 | 10.77 |