Classification on molsider OGB (test)
0.658ROC-AUCQ-WL-RF
Evaluation Results
| Method | Links | |
|---|---|---|
| Q-WL-RFArchitecture Category=Ours2025.08 | 0.658 | |
| AD-GCL-FIXDownstream Classifier=Logistic Regression + L22021.06 | 0.6319 | |
| AD-GCL-OPTDownstream Classifier=Logistic Regression + L22021.06 | 0.6319 | |
| RU-GINDownstream Classifier=Logistic Regression + L22021.06 | 0.6229 | |
| GraphCLDownstream Classifier=Logistic Regression + L22021.06 | 0.6176 | |
| NAD-GCL-OPTDownstream Classifier=Logistic Regression + L22021.06 | 0.6114 | |
| GIN+Architecture Category=GNNs2025.08 | 0.611 | |
| InfoGraphDownstream Classifier=Logistic Regression + L22021.06 | 0.6054 | |
| GCN+Architecture Category=GNNs2025.08 | 0.605 | |
| NAD-GCL-FIXDownstream Classifier=Logistic Regression + L22021.06 | 0.6041 | |
| GraphGPSArchitecture Category=Graph Transformers2025.08 | 0.599 | |
| ExphormerArchitecture Category=Graph Transformers2025.08 | 0.587 | |
| F-GINDownstream Classifier=Logistic Regression + L22021.06 | 0.576 | |
| WLArchitecture Category=Kernel2025.08 | 0.54 |