Polymer property prediction on Ei Ionization energy S1 (test)
0.825R2 Score (Test)Periodic-TDL
Evaluation Results
| Method | Links | |
|---|---|---|
| Periodic-TDLevaluation_protocol=five-fold cross-validation2026.05 | 0.825 | |
| polyBERTevaluation_protocol=five-fold cross-validation2026.05 | 0.794 | |
| TransPolymerevaluation_protocol=five-fold cross-validation2026.05 | 0.783 | |
| MMPolymerevaluation_protocol=five-fold cross-validation2026.05 | 0.743 | |
| TransChemevaluation_protocol=five-fold cross-validation2026.05 | 0.732 | |
| MolCLR (GCN)evaluation_protocol=five-fold cross-validation2026.05 | 0.693 | |
| MolCLR (GIN)evaluation_protocol=five-fold cross-validation2026.05 | 0.644 | |
| polyGNNevaluation_protocol=five-fold cross-validation2026.05 | 0.621 | |
| Morgan (NN)evaluation_protocol=five-fold cross-validation2026.05 | 0.439 |