Graph property prediction on ogbg-molpcba (val)
0.2893ROC-AUCGraphTrans
Evaluation Results
| Method | Links | |
|---|---|---|
| GraphTransbackbone=GIN, virtual nodes=false2022.01 | 0.2893 | |
| GraphTransbackbone=GIN, virtual nodes=true2022.01 | 0.2867 | |
| GINvirtual nodes=true2022.01 | 0.2798 | |
| GCNvirtual nodes=true2022.01 | 0.2495 | |
| GINvirtual nodes=false2022.01 | 0.2305 | |
| GCNvirtual nodes=false2022.01 | 0.2059 | |
| Transformer2022.01 | 0.1316 |