Polymer property prediction on EPS Dielectric constant S1 (test)
0.767Test R2Periodic-TDL
Evaluation Results
| Method | Links | |
|---|---|---|
| Periodic-TDLevaluation_protocol=five-fold cross-validation2026.05 | 0.767 | |
| polyBERTevaluation_protocol=five-fold cross-validation2026.05 | 0.674 | |
| MolCLR (GIN)evaluation_protocol=five-fold cross-validation2026.05 | 0.664 | |
| polyGNNevaluation_protocol=five-fold cross-validation2026.05 | 0.654 | |
| TransPolymerevaluation_protocol=five-fold cross-validation2026.05 | 0.652 | |
| TransChemevaluation_protocol=five-fold cross-validation2026.05 | 0.637 | |
| MMPolymerevaluation_protocol=five-fold cross-validation2026.05 | 0.601 | |
| Morgan (NN)evaluation_protocol=five-fold cross-validation2026.05 | 0.552 | |
| MolCLR (GCN)evaluation_protocol=five-fold cross-validation2026.05 | 0.075 |