Graph Classification on HIV Molecule OGB (standard)
0.7784ROC AUCHyperDrop + GMT
Evaluation Results
| Method | Links | |
|---|---|---|
| HyperDrop + GMTArchitecture Type=Ours, Evaluation Protocol=Standard Split2021.06 | 0.7784 | |
| GMTArchitecture Type=Global, Evaluation Protocol=Standard Split2021.06 | 0.7756 | |
| GCNArchitecture Type=Naive GNN, Evaluation Protocol=Standard Split2021.06 | 0.7681 | |
| HyperDropArchitecture Type=Ours, Evaluation Protocol=Standard Split2021.06 | 0.7679 | |
| GINArchitecture Type=Naive GNN, Evaluation Protocol=Standard Split2021.06 | 0.7595 | |
| DiffPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.06 | 0.7564 | |
| MinCutPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.06 | 0.7537 | |
| ASAPArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.06 | 0.7286 | |
| EdgePoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.06 | 0.7266 | |
| TopKPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.06 | 0.7227 | |
| SortPoolArchitecture Type=Global, Evaluation Protocol=Standard Split2021.06 | 0.7182 | |
| SAGPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.06 | 0.7144 | |
| DeepSetArchitecture Type=Set, Evaluation Protocol=Standard Split2021.06 | 0.712 | |
| HaarPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.06 | 0.6611 |