Polymer property prediction on Tg (Glass transition temperature) S1 (test)
0.901Test R2Periodic-TDL
Evaluation Results
| Method | Links | |
|---|---|---|
| Periodic-TDLevaluation_protocol=five-fold cross-validation2026.05 | 0.901 | |
| TransChemevaluation_protocol=five-fold cross-validation2026.05 | 0.895 | |
| MMPolymerevaluation_protocol=five-fold cross-validation2026.05 | 0.895 | |
| TransPolymerevaluation_protocol=five-fold cross-validation2026.05 | 0.894 | |
| polyBERTevaluation_protocol=five-fold cross-validation2026.05 | 0.889 | |
| Morgan (NN)evaluation_protocol=five-fold cross-validation2026.05 | 0.882 | |
| MolCLR (GIN)evaluation_protocol=five-fold cross-validation2026.05 | 0.859 | |
| polyGNNevaluation_protocol=five-fold cross-validation2026.05 | 0.846 | |
| MolCLR (GCN)evaluation_protocol=five-fold cross-validation2026.05 | 0.835 |