Knowledge Graph Completion on FB60K-NYT10 100% training ratio (test)
51.73Hits@5RotatE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RotatEModel Category=KGE-based2023.05 | 51.73 | 55.27 | 42.64 | |
| TuckERModel Category=KGE-based2023.05 | 51.09 | 54.8 | 40.47 | |
| TagRealModel Category=PLM-based2023.05 | 50.85 | 60.64 | 38.86 | |
| ConvEModel Category=KGE-based2023.05 | 50.18 | 54.06 | 40.39 | |
| MINERVAModel Category=RL-based2023.05 | 43.8 | 44.7 | 34.62 | |
| CPLModel Category=RL-based2023.05 | 43.25 | 49.5 | 33.52 | |
| TransEModel Category=KGE-based2023.05 | 42.53 | 46.77 | 29.86 | |
| JointNREModel Category=Text&KGE-based2023.05 | 42.02 | 47.33 | 32.68 | |
| PKGCModel Category=PLM-based2023.05 | 41.98 | 52.56 | 32.11 | |
| DisMultModel Category=KGE-based2023.05 | 37.94 | 41.62 | 30.56 | |
| ComplExModel Category=KGE-based2023.05 | 35.42 | 38.85 | 28.59 | |
| TransE+LineModel Category=Text&KGE-based2023.05 | 26.76 | 31.65 | 10.97 | |
| RC-NetModel Category=Text&KGE-based2023.05 | 14.69 | 16.34 | 14.41 |