Link Prediction on ogbl-ddi (In-distribution, Inductive, Nte = Ntr, test)
56.45Hits@10gMPNN**
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| gMPNN**Psi configuration=learn2022.05 | 56.45 | 68.42 | 74.93 | 65.55 | 82.62 | |
| gMPNN**Psi configuration=fixed2022.05 | 34.24 | 66.87 | 73.91 | 67.89 | 83.76 | |
| GIN*Model variant=Best configuration2022.05 | 10.95 | 24.42 | 33.71 | 40.67 | 66.24 | |
| GCN*Model variant=Best configuration2022.05 | 10.76 | 24.79 | 34.99 | 50.82 | 74.73 | |
| GraphSAGE*Model variant=Best configuration2022.05 | 10.52 | 23.85 | 36.6 | 47.58 | 71.59 | |
| Random2022.05 | 0.41 | 2.2 | 4.97 | -0.03 | 50 | |
| GAT*Model variant=Best configuration2022.05 | 0.07 | 0.22 | 0.51 | -0.93 | 50 |