Knowledge Graph Completion on UMLS-PubMed (70%)
53.46Hits@5TAGREAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TAGREALCategory=PLM-based2023.05 | 53.46 | 60.4 | |
| PKGCCategory=PLM-based2023.05 | 47.39 | 55.52 | |
| CPLCategory=RL-based2023.05 | 37.23 | 47.6 | |
| MINERVACategory=RL-based2023.05 | 35.8 | 46.26 | |
| RotatECategory=KGE-based2023.05 | 34.81 | 48.81 | |
| TransECategory=KGE-based2023.05 | 34.62 | 49.29 | |
| DistMultCategory=KGE-based2023.05 | 32.66 | 47.01 | |
| JointNRECategory=Text&KGE-based2023.05 | 30.87 | 44.47 | |
| ConvECategory=KGE-based2023.05 | 30.67 | 45.91 | |
| TuckERCategory=KGE-based2023.05 | 26.48 | 42.48 | |
| ComplExCategory=KGE-based2023.05 | 25.89 | 38.19 | |
| TransE+LineCategory=Text&KGE-based2023.05 | 25.43 | 34.88 | |
| RC-NetCategory=Text&KGE-based2023.05 | 8.31 | 11.81 |