Binary Classification on MoleculeNet BACE DeepChem (test)
0.896ROC-AUCDMP_TF (100M)
Evaluation results
| Method | Links | |
|---|---|---|
| DMP_TF (100M)2021.06 | 0.896 | |
| DMP_TF+GNN2021.06 | 0.894 | |
| DMP_TF2021.06 | 0.893 | |
| MolCLR2021.06 | 0.89 | |
| DMP_TF w/o MLM2021.06 | 0.883 | |
| TF (x2)2021.06 | 0.881 | |
| TF (MLM)2021.06 | 0.88 | |
| TF (MLM) + GNN (MLM)2021.06 | 0.875 | |
| RF2021.06 | 0.867 | |
| DMP_GNN (100M)2021.06 | 0.863 | |
| SVM2021.06 | 0.862 | |
| Hu et al.2021.06 | 0.859 | |
| DMP_GNN2021.06 | 0.857 | |
| D-MPNN2021.06 | 0.853 | |
| GNN (x2)2021.06 | 0.851 | |
| GNN (MLM)2021.06 | 0.841 | |
| MGCN2021.06 | 0.734 |