Link Prediction on ogbl-ddi (In-distribution Transductive test)
38.6Hit Rate@10gMPNN**
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| gMPNN**Psi configuration=learn2022.05 | 38.6 | 59.04 | 68.63 | 0.7196 | 85.74 | |
| GraphSAGE*Model variant=Best configuration2022.05 | 30.23 | 47.7 | 60.36 | 0.7147 | 85.72 | |
| GCN*Model variant=Best configuration2022.05 | 17.91 | 33.69 | 44.34 | 0.5945 | 78.85 | |
| GIN*Model variant=Best configuration2022.05 | 17.21 | 28.76 | 37.46 | 0.5427 | 76.84 | |
| gMPNN**Psi configuration=fixed2022.05 | 14.09 | 50.32 | 65.41 | 0.7323 | 86.6 | |
| GAT*Model variant=Best configuration2022.05 | 1.46 | 8.2 | 16.37 | 0.5264 | 74.75 | |
| Random2022.05 | 0.48 | 1.16 | 2.01 | 0.0005 | 50 |