Knowledge Graph Completion on UMLS-PubMed (100%)
60.68Hits@5TAGREAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TAGREALCategory=PLM-based2023.05 | 60.68 | 62.88 | |
| CPLCategory=RL-based2023.05 | 58.1 | 65.16 | |
| MINERVACategory=RL-based2023.05 | 57.63 | 63.83 | |
| PKGCCategory=PLM-based2023.05 | 55.05 | 59.43 | |
| TransECategory=KGE-based2023.05 | 40.83 | 53.62 | |
| RotatECategory=KGE-based2023.05 | 40.15 | 53.82 | |
| DistMultCategory=KGE-based2023.05 | 39.53 | 53.82 | |
| ComplExCategory=KGE-based2023.05 | 34.54 | 49.3 | |
| TuckERCategory=KGE-based2023.05 | 30.22 | 45.33 | |
| ConvECategory=KGE-based2023.05 | 29.85 | 45.68 | |
| TransE+LineCategory=Text&KGE-based2023.05 | 22.31 | 33.65 | |
| RC-NetCategory=Text&KGE-based2023.05 | 9.26 | 12 |