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ResearchFormerly WizWand

Polymer property prediction on Nc Refractive index S1 (test)

0.826R2 Score (Test)Periodic-TDL
0.483840.572670.66150.75033May 26, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Periodic-TDLevaluation_protocol=five-fold cross-validation2026.050.826
polyGNNevaluation_protocol=five-fold cross-validation2026.050.778
TransChemevaluation_protocol=five-fold cross-validation2026.050.769
polyBERTevaluation_protocol=five-fold cross-validation2026.050.768
TransPolymerevaluation_protocol=five-fold cross-validation2026.050.756
MolCLR (GCN)evaluation_protocol=five-fold cross-validation2026.050.745
MMPolymerevaluation_protocol=five-fold cross-validation2026.050.744
MolCLR (GIN)evaluation_protocol=five-fold cross-validation2026.050.735
Morgan (NN)evaluation_protocol=five-fold cross-validation2026.050.497