Knowledge Graph Completion on UMLS-PubMed (40%)
46.26Hits@5TAGREAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TAGREALCategory=PLM-based2023.05 | 46.26 | 55.99 | |
| PKGCCategory=PLM-based2023.05 | 41.34 | 52.44 | |
| DistMultCategory=KGE-based2023.05 | 28.28 | 40.48 | |
| JointNRECategory=Text&KGE-based2023.05 | 27.96 | 40.1 | |
| ConvECategory=KGE-based2023.05 | 27.9 | 42.49 | |
| TransECategory=KGE-based2023.05 | 27.72 | 41.99 | |
| RotatECategory=KGE-based2023.05 | 27.35 | 40.68 | |
| CPLCategory=RL-based2023.05 | 26.96 | 38.03 | |
| TuckERCategory=KGE-based2023.05 | 25.79 | 41 | |
| TransE+LineCategory=Text&KGE-based2023.05 | 24.86 | 38.58 | |
| MINERVACategory=RL-based2023.05 | 24.65 | 35.71 | |
| ComplExCategory=KGE-based2023.05 | 12.13 | 24.64 | |
| RC-NetCategory=Text&KGE-based2023.05 | 7.56 | 11.43 |