Graph Classification on HIV MoleculeNet (random train val test)
0.832ROC-AUCRP-Duvenaud
Evaluation Results
| Method | Links | |
|---|---|---|
| RP-DuvenaudRelational Pooling=true, Base Model (f)=Duvenaud et al. GNN2019.03 | 0.832 | |
| k-ary RP (k=30)Relational Pooling=true, k (subgraph size)=30, Base Model (f)=Duvenaud et al. GNN2019.03 | 0.829 | |
| k-ary RP (k=50)Relational Pooling=true, k (subgraph size)=50, Base Model (f)=Duvenaud et al. GNN2019.03 | 0.818 | |
| k-ary RP (k=20)Relational Pooling=true, k (subgraph size)=20, Base Model (f)=Duvenaud et al. GNN2019.03 | 0.813 | |
| Duvenaud et al.Relational Pooling=false, Base Model (f)=Duvenaud et al. GNN2019.03 | 0.812 | |
| k-ary RP (k=10)Relational Pooling=true, k (subgraph size)=10, Base Model (f)=Duvenaud et al. GNN2019.03 | 0.812 | |
| k-ary RP (k=40)Relational Pooling=true, k (subgraph size)=40, Base Model (f)=Duvenaud et al. GNN2019.03 | 0.807 | |
| RNN-DFSRelational Pooling=true, Base Model (f)=RNN, Orientation (DFS)=true2019.03 | 0.627 | |
| CNN-DFSRelational Pooling=true, Base Model (f)=CNN, Orientation (DFS)=true2019.03 | 0.542 |