Knowledge Graph Completion on NELL-995
0.57MRRQ-GNN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Q-GNNType=GNN2026.06 | 0.57 | 0.503 | 0.676 | |
| DiffusionEType=GNN2026.06 | 0.552 | 0.49 | 0.654 | |
| RED-GNNType=GNN2026.06 | 0.543 | 0.476 | 0.651 | |
| DRUMType=Path2026.06 | 0.532 | 0.46 | 0.662 | |
| HousEType=Triple2026.06 | 0.528 | 0.458 | 0.645 | |
| RotatEType=Triple2026.06 | 0.508 | 0.448 | 0.608 | |
| CompGCNType=GNN2026.06 | 0.463 | 0.383 | 0.596 | |
| RNNLogicType=Path2026.06 | 0.416 | 0.363 | 0.478 |