Molecular Property Prediction on MoleculeNet SIDER (test)
84.3ROC-AUC (%)SPD-Sheaf
Evaluation results
| Method | Links | |
|---|---|---|
| SPD-Sheaf2026.04 | 84.3 | |
| EGNN2026.04 | 83.2 | |
| Mol-GDL2026.04 | 83.1 | |
| SchNet2026.04 | 83.1 | |
| SMPT2026.04 | 67.6 | |
| GEM2026.04 | 67.2 | |
| N-GramClassifier=RF2026.04 | 66.8 | |
| Uni-Mol2026.04 | 65.9 | |
| N-GramClassifier=XGB2026.04 | 65.5 | |
| GROVEModel Variant=large2026.04 | 65.4 | |
| GROVEModel Variant=base2026.04 | 64.8 | |
| GraphMVP2026.04 | 63.9 | |
| PretrainGNN2026.04 | 62.7 | |
| AttentiveFP2026.04 | 60.6 | |
| MolCLR2026.04 | 58.9 | |
| D-MPNN2026.04 | 57 |