Regression on LogP Synthetic
0.95R^2ChemBERTa
Evaluation results
| Method | Links | |
|---|---|---|
| ChemBERTaEvaluation Protocol=80/20 split2026.04 | 0.95 | |
| Enhanced classical modelsEvaluation Protocol=5-fold CV2026.04 | 0.91 | |
| GNN+PGMEvaluation Protocol=80/20 split2026.04 | 0.82 | |
| GNNEvaluation Protocol=80/20 split2026.04 | 0.82 |