Molecular Property Prediction on B3DB
0.51RMSESVM
Evaluation results
| Method | Links | |
|---|---|---|
| SVMCategory=ML Models2026.02 | 0.51 | |
| XGBoostCategory=ML Models2026.02 | 0.54 | |
| GIN + FPCategory=Hybrid (GNN+FP)2026.02 | 0.58 | |
| GraphSAGE + FPCategory=Hybrid (GNN+FP)2026.02 | 0.58 | |
| GCN + FPCategory=Hybrid (GNN+FP)2026.02 | 0.59 | |
| GAT + FPCategory=Hybrid (GNN+FP)2026.02 | 0.59 | |
| GraphSAGECategory=GNN Models2026.02 | 0.6 | |
| Random ForestCategory=ML Models2026.02 | 0.61 | |
| GINCategory=GNN Models2026.02 | 0.62 | |
| GCNCategory=GNN Models2026.02 | 0.65 | |
| GATCategory=GNN Models2026.02 | 0.65 | |
| Linear RegressionCategory=ML Models2026.02 | 1.05 |