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Polymer property prediction on EPS Dielectric constant S1 (test)

0.767Test R2Periodic-TDL
0.047320.234160.4210.60784May 26, 2026

Evaluation results

MethodLinks
Periodic-TDLevaluation_protocol=five-fold cross-validation2026.050.767
polyBERTevaluation_protocol=five-fold cross-validation2026.050.674
MolCLR (GIN)evaluation_protocol=five-fold cross-validation2026.050.664
polyGNNevaluation_protocol=five-fold cross-validation2026.050.654
TransPolymerevaluation_protocol=five-fold cross-validation2026.050.652
TransChemevaluation_protocol=five-fold cross-validation2026.050.637
MMPolymerevaluation_protocol=five-fold cross-validation2026.050.601
Morgan (NN)evaluation_protocol=five-fold cross-validation2026.050.552
MolCLR (GCN)evaluation_protocol=five-fold cross-validation2026.050.075