Link Prediction on DBpedia-242 (test)
881MRTransE+MVLP
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TransE+MVLPBackbone=TransE, Component=MVLP, Setting=Filtered2022.02 | 881 | 0.322 | 58.5 | 45 | 15.2 | |
| TransE+CAKEBackbone=TransE, Component=CAKE, Setting=Filtered2022.02 | 881 | 0.33 | 59.5 | 45.8 | 16 | |
| HAKE+CAKEBackbone=HAKE, Component=CAKE, Setting=Filtered2022.02 | 931 | 0.437 | 59.3 | 48.1 | 35.3 | |
| RotatE+MVLPBackbone=RotatE, Component=MVLP, Setting=Filtered2022.02 | 983 | 0.393 | 59.4 | 47.4 | 27.3 | |
| RotatE+CAKEBackbone=RotatE, Component=CAKE, Setting=Filtered2022.02 | 1,027 | 0.423 | 60.3 | 48.6 | 32 | |
| RotatE+CANSBackbone=RotatE, Component=CANS, Setting=Filtered2022.02 | 1,063 | 0.407 | 59.3 | 47.6 | 30 | |
| HAKE+MVLPBackbone=HAKE, Component=MVLP, Setting=Filtered2022.02 | 1,083 | 0.411 | 58 | 46.3 | 31.9 | |
| HAKE+CANSBackbone=HAKE, Component=CANS, Setting=Filtered2022.02 | 1,147 | 0.427 | 58.7 | 47.2 | 34.1 | |
| HAKEBackbone=HAKE, Setting=Filtered2022.02 | 1,757 | 0.408 | 57.9 | 46.3 | 31.2 | |
| TransE+CANSBackbone=TransE, Component=CANS, Setting=Filtered2022.02 | 1,889 | 0.287 | 57.5 | 42.7 | 10.3 | |
| RotatEBackbone=RotatE, Setting=Filtered2022.02 | 1,950 | 0.374 | 58.2 | 45.7 | 24.9 | |
| TransEBackbone=TransE, Setting=Filtered2022.02 | 2,733 | 0.242 | 46.8 | 34.4 | 10 |