Classification on molbbbp OGB
81.03ROC-AUCAIA
Evaluation Results
| Method | Links | |
|---|---|---|
| AIAType=Graph Augmentation2022.11 | 81.03 | |
| CALType=Graph Generalization2022.11 | 79.5 | |
| OOD-GNNType=Graph Generalization2022.11 | 79.48 | |
| GroupDROType=General Generalization2022.11 | 79.27 | |
| FLAGType=Graph Augmentation2022.11 | 79.26 | |
| M-MixupType=Graph Augmentation2022.11 | 78.92 | |
| VRExType=General Generalization2022.11 | 78.76 | |
| G-MixupType=Graph Augmentation2022.11 | 78.55 | |
| DropEdgeType=Graph Augmentation2022.11 | 78.32 | |
| ERMType=General Generalization2022.11 | 78.29 | |
| IRMType=General Generalization2022.11 | 77.56 | |
| StableGNNType=Graph Generalization2022.11 | 77.47 | |
| GREAType=Graph Augmentation2022.11 | 77.34 | |
| DIRType=Graph Generalization2022.11 | 76.4 | |
| GSATType=Graph Generalization2022.11 | 75.63 | |
| AD-GCL-OPTDownstream Classifier=Logistic Regression + L22021.06 | 69.54 | |
| AD-GCL-FIXDownstream Classifier=Logistic Regression + L22021.06 | 68.24 | |
| GraphCLDownstream Classifier=Logistic Regression + L22021.06 | 68.22 | |
| F-GINDownstream Classifier=Logistic Regression + L2, Supervision=Fully supervised2021.06 | 68.17 | |
| NAD-GCL-OPTDownstream Classifier=Logistic Regression + L22021.06 | 67.7 | |
| InfoGraphDownstream Classifier=Logistic Regression + L22021.06 | 66.33 | |
| NAD-GCL-FIXDownstream Classifier=Logistic Regression + L22021.06 | 66.12 | |
| CIGAType=Graph Generalization2022.11 | 65.98 | |
| RU-GINDownstream Classifier=Logistic Regression + L22021.06 | 64.48 | |
| DisCType=Graph Generalization2022.11 | 56.59 |