Inductive Link Prediction on HetioNet benchmarks (Inference 2)
90.84Hits@10MGILr
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MGILr2026.06 | 90.84 | — | |
| MGILeModel Graph Configuration=Entity-based2026.06 | 90.57 | — | |
| MorsE2026.06 | 86.69 | — | |
| RED-GNN2026.06 | 85.1 | — | |
| RED-GNN2026.06 | 85.1 | — | |
| NBFNet2026.06 | 77.2 | — | |
| NBFNet2026.06 | 77.2 | — | |
| DEq-InGram2026.06 | 28.8 | — | |
| DEq-InGram2026.06 | 28.8 | — | |
| InGram2026.06 | 22.3 | — | |
| InGram2026.06 | 22.3 | — | |
| NodePiece2026.06 | 15.4 | — | |
| NodePiece2026.06 | 15.4 | — | |
| Neural LP2026.06 | 10.7 | — | |
| Neural LP2026.06 | 10.7 | — | |
| DEq-InGramInference Setting=Inference 22026.06 | — | 16.9 | |
| InGramInference Setting=Inference 22026.06 | — | 11.5 | |
| MGILrInference Setting=Inference 2, Model Graph configuration=relation-based2026.06 | — | 71.36 | |
| NBFNetInference Setting=Inference 22026.06 | — | 45.2 | |
| Neural LPInference Setting=Inference 22026.06 | — | 6.7 | |
| NodePieceInference Setting=Inference 22026.06 | — | 7.2 | |
| RED-GNNInference Setting=Inference 22026.06 | — | 68.6 |