Graph Classification on ToxCast Molecule OGB (standard)
65.44ROC-AUCGMT
Evaluation results
| Method | Links | |
|---|---|---|
| GMTArchitecture Type=Global, Evaluation Protocol=Standard Split2021.06 | 65.44 | |
| HyperDrop + GMTArchitecture Type=Ours, Evaluation Protocol=Standard Split2021.06 | 65.15 | |
| HyperDropArchitecture Type=Ours, Evaluation Protocol=Standard Split2021.06 | 64.21 | |
| MinCutPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.06 | 62.48 | |
| DiffPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.06 | 62.28 | |
| GINArchitecture Type=Naive GNN, Evaluation Protocol=Standard Split2021.06 | 60.83 | |
| EdgePoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.06 | 60.7 | |
| GCNArchitecture Type=Naive GNN, Evaluation Protocol=Standard Split2021.06 | 60.63 | |
| DeepSetArchitecture Type=Set, Evaluation Protocol=Standard Split2021.06 | 59.44 | |
| SAGPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.06 | 58.91 | |
| SortPoolArchitecture Type=Global, Evaluation Protocol=Standard Split2021.06 | 58.69 | |
| TopKPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.06 | 58.42 | |
| ASAPArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.06 | 58.09 |