Graph property prediction on ogbg-molpcba (test)
27.61ROC-AUCGraphTrans
Evaluation Results
| Method | Links | |
|---|---|---|
| GraphTransbackbone=GIN, virtual nodes=true2022.01 | 27.61 | |
| GraphTransbackbone=GIN, virtual nodes=false2022.01 | 27.56 | |
| GINvirtual nodes=true2022.01 | 27.03 | |
| GCNvirtual nodes=true2022.01 | 24.24 | |
| GINvirtual nodes=false2022.01 | 22.66 | |
| GCNvirtual nodes=false2022.01 | 20.2 | |
| Transformer2022.01 | 12.81 |