Polymer property prediction on Nc Refractive index S1 (test)
0.826R2 Score (Test)Periodic-TDL
Evaluation Results
| Method | Links | |
|---|---|---|
| Periodic-TDLevaluation_protocol=five-fold cross-validation2026.05 | 0.826 | |
| polyGNNevaluation_protocol=five-fold cross-validation2026.05 | 0.778 | |
| TransChemevaluation_protocol=five-fold cross-validation2026.05 | 0.769 | |
| polyBERTevaluation_protocol=five-fold cross-validation2026.05 | 0.768 | |
| TransPolymerevaluation_protocol=five-fold cross-validation2026.05 | 0.756 | |
| MolCLR (GCN)evaluation_protocol=five-fold cross-validation2026.05 | 0.745 | |
| MMPolymerevaluation_protocol=five-fold cross-validation2026.05 | 0.744 | |
| MolCLR (GIN)evaluation_protocol=five-fold cross-validation2026.05 | 0.735 | |
| Morgan (NN)evaluation_protocol=five-fold cross-validation2026.05 | 0.497 |