Graph-level Prediction on OGB Graph-level (test)
29.07MolPCBA Avg PrecisionGPS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GPS2023.01 | 29.07 | 78.8 | 80.15 | 18.94 | |
| MPNNvirtual node=true, positional encoding=PE2023.01 | 28.48 | 76.87 | 80.27 | 17.19 | |
| MPNNvirtual node=true, positional encoding=NOPE2023.01 | 28.23 | 76.76 | 80.55 | 17.27 | |
| SAN2023.01 | 27.65 | 77.85 | — | 18.3 | |
| GraphTransbackbone=GCN-Virtual2023.01 | 27.61 | — | — | 19.37 | |
| GINvirtual node=true2023.01 | 27.03 | 77.07 | 70.37 | 15.81 | |
| GCNvirtual node=true2023.01 | 24.24 | 75.99 | 68.57 | 15.95 | |
| GIN2023.01 | 22.66 | 75.58 | 68.92 | 14.95 | |
| GCN2023.01 | 20.2 | 76.06 | 68.39 | 15.07 | |
| K-Subtree SAT2023.01 | — | — | 75.22 | — |