Inductive Relation Prediction on FB15k-237 inductive v2
0.949Hits@10NBFNet
Evaluation Results
| Method | Links | |
|---|---|---|
| NBFNetClass=GNNs2021.06 | 0.949 | |
| NBFNetClass=GNN2021.06 | 0.949 | |
| NP + CompGCNClass=GNN2021.06 | 0.939 | |
| RESTcategory=Subgraph-Based2024.08 | 0.9121 | |
| SNRIcategory=Subgraph-Based2024.08 | 0.865 | |
| ConGLRcategory=Subgraph-Based2024.08 | 0.8598 | |
| TACTcategory=Subgraph-Based2024.08 | 0.8356 | |
| COMPILEcategory=Subgraph-Based2024.08 | 0.8298 | |
| GraILClass=GNNs2021.06 | 0.818 | |
| GraILClass=GNN2021.06 | 0.818 | |
| GraILcategory=Subgraph-Based2024.08 | 0.818 | |
| RuleNcategory=Rule-Based2024.08 | 0.7782 | |
| RuleNClass=Path-based2021.06 | 0.778 | |
| RuleNClass=Path2021.06 | 0.778 | |
| Neural LPcategory=Rule-Based2024.08 | 0.5894 | |
| NeuralLPClass=Path-based2021.06 | 0.589 | |
| Neural LPClass=Path2021.06 | 0.589 | |
| DRUMcategory=Rule-Based2024.08 | 0.5873 | |
| DRUMClass=Path-based2021.06 | 0.587 | |
| DRUMClass=Path2021.06 | 0.587 |