Binary Classification on MoleculeNet SIDER DeepChem (test)
0.7ROC AUCDMP_TF (100M)
Evaluation results
| Method | Links | |
|---|---|---|
| DMP_TF (100M)2021.06 | 0.7 | |
| DMP_TF+GNN2021.06 | 0.698 | |
| TF (MLM) + GNN (MLM)2021.06 | 0.693 | |
| DMP_TF2021.06 | 0.692 | |
| DMP_GNN (100M)2021.06 | 0.692 | |
| GNN (x2)2021.06 | 0.69 | |
| RF2021.06 | 0.684 | |
| TF (MLM)2021.06 | 0.684 | |
| DMP_GNN2021.06 | 0.684 | |
| SVM2021.06 | 0.682 | |
| TF (x2)2021.06 | 0.682 | |
| DMP_TF w/o MLM2021.06 | 0.681 | |
| MolCLR2021.06 | 0.68 | |
| GNN (MLM)2021.06 | 0.67 | |
| Hu et al.2021.06 | 0.652 | |
| D-MPNN2021.06 | 0.632 | |
| MGCN2021.06 | 0.552 |