Inductive relation prediction on FB15k-237 inductive v3
95.1Hits@10NBFNet
Evaluation Results
| Method | Links | |
|---|---|---|
| NBFNetClass=GNNs2021.06 | 95.1 | |
| NBFNetClass=GNN2021.06 | 95.1 | |
| NP + CompGCNClass=GNN2021.06 | 94.4 | |
| RESTcategory=Subgraph-Based2024.08 | 93.06 | |
| SNRIcategory=Subgraph-Based2024.08 | 89.59 | |
| ConGLRcategory=Subgraph-Based2024.08 | 88.61 | |
| RuleNClass=Path-based2021.06 | 87.7 | |
| RuleNClass=Path2021.06 | 87.7 | |
| RuleNcategory=Rule-Based2024.08 | 87.69 | |
| TACTcategory=Subgraph-Based2024.08 | 85.2 | |
| COMPILEcategory=Subgraph-Based2024.08 | 84.67 | |
| GraILcategory=Subgraph-Based2024.08 | 82.83 | |
| GraILClass=GNNs2021.06 | 82.8 | |
| GraILClass=GNN2021.06 | 82.8 | |
| NeuralLPClass=Path-based2021.06 | 52.9 | |
| DRUMClass=Path-based2021.06 | 52.9 | |
| Neural LPClass=Path2021.06 | 52.9 | |
| DRUMClass=Path2021.06 | 52.9 | |
| Neural LPcategory=Rule-Based2024.08 | 52.9 | |
| DRUMcategory=Rule-Based2024.08 | 52.9 |