Classification on molbbbp OGB (test)
73.4ROC-AUCQ-WL-RF
Evaluation Results
| Method | Links | |
|---|---|---|
| Q-WL-RFArchitecture Category=Ours2025.08 | 73.4 | |
| AD-GCL-OPTDownstream Classifier=Logistic Regression + L22021.06 | 69.54 | |
| ExphormerArchitecture Category=Graph Transformers2025.08 | 69.4 | |
| GIN+Architecture Category=GNNs2025.08 | 68.6 | |
| AD-GCL-FIXDownstream Classifier=Logistic Regression + L22021.06 | 68.24 | |
| GraphCLDownstream Classifier=Logistic Regression + L22021.06 | 68.22 | |
| F-GINDownstream Classifier=Logistic Regression + L22021.06 | 68.17 | |
| NAD-GCL-OPTDownstream Classifier=Logistic Regression + L22021.06 | 67.7 | |
| GCN+Architecture Category=GNNs2025.08 | 66.5 | |
| GraphGPSArchitecture Category=Graph Transformers2025.08 | 66.4 | |
| InfoGraphDownstream Classifier=Logistic Regression + L22021.06 | 66.33 | |
| NAD-GCL-FIXDownstream Classifier=Logistic Regression + L22021.06 | 66.12 | |
| WLArchitecture Category=Kernel2025.08 | 65.3 | |
| RU-GINDownstream Classifier=Logistic Regression + L22021.06 | 64.48 |