Inductive relation prediction on WN18RR inductive v3
89.3Hits@10NBFNet
Evaluation Results
| Method | Links | |
|---|---|---|
| NBFNetClass=GNNs2021.06 | 89.3 | |
| RESTcategory=Subgraph-Based2024.08 | 79.5 | |
| ConGLRcategory=Subgraph-Based2024.08 | 70.74 | |
| TACTcategory=Subgraph-Based2024.08 | 67.97 | |
| SNRIcategory=Subgraph-Based2024.08 | 67.31 | |
| COMPILEcategory=Subgraph-Based2024.08 | 60.69 | |
| GraILcategory=Subgraph-Based2024.08 | 58.43 | |
| GraILClass=GNNs2021.06 | 58.4 | |
| RuleNClass=Path-based2021.06 | 53.4 | |
| RuleNcategory=Rule-Based2024.08 | 53.39 | |
| NeuralLPClass=Path-based2021.06 | 46.2 | |
| DRUMClass=Path-based2021.06 | 46.2 | |
| Neural LPcategory=Rule-Based2024.08 | 46.18 | |
| DRUMcategory=Rule-Based2024.08 | 46.18 |