Inductive Link Prediction on HetioNet benchmarks (Inference 1)
90.05Hits@10MGILe
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MGILeModel Graph Configuration=Entity-based2026.06 | 90.05 | — | |
| MGILr2026.06 | 86.12 | — | |
| MorsE2026.06 | 84.72 | — | |
| NBFNet2026.06 | 72.8 | — | |
| NBFNet2026.06 | 72.8 | — | |
| RED-GNN2026.06 | 68.3 | — | |
| RED-GNN2026.06 | 68.3 | — | |
| DEq-InGram2026.06 | 26.5 | — | |
| DEq-InGram2026.06 | 26.5 | — | |
| InGram2026.06 | 21.9 | — | |
| InGram2026.06 | 21.9 | — | |
| Neural LP2026.06 | 12 | — | |
| Neural LP2026.06 | 12 | — | |
| NodePiece2026.06 | 10.2 | — | |
| NodePiece2026.06 | 10.2 | — | |
| DEq-InGramInference Setting=Inference 12026.06 | — | 16.5 | |
| InGramInference Setting=Inference 12026.06 | — | 11.2 | |
| MGILrInference Setting=Inference 1, Model Graph configuration=relation-based2026.06 | — | 55.53 | |
| NBFNetInference Setting=Inference 12026.06 | — | 39.1 | |
| Neural LPInference Setting=Inference 12026.06 | — | 7.3 | |
| NodePieceInference Setting=Inference 12026.06 | — | 5.1 | |
| RED-GNNInference Setting=Inference 12026.06 | — | 53.8 |