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Refractive index (Nc) prediction on polymer electronic/optical/physical property dataset (test)
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0.098
RMSE (Nc)
Periodic-TDL
0.09524
0.11387
0.1325
0.15113
May 26, 2026
RMSE (Nc)
Updated 7d ago
Evaluation Results
Method
Method
Links
RMSE (Nc)
Periodic-TDL
Pre-training=PI1M data...
2026.05
0.098
polyGNN
Architecture=graph-bas...
2026.05
0.109
polyBERT
Architecture=sequence-...
2026.05
0.113
TransChem
Architecture=multimoda...
2026.05
0.114
TransPolymer
Architecture=sequence-...
2026.05
0.117
MolCLR (GCN)
Architecture=graph-bas...
2026.05
0.118
MMPolymer
Architecture=multimoda...
2026.05
0.12
MolCLR (GIN)
Architecture=graph-bas...
2026.05
0.121
Morgan (NN)
Architecture=fingerpri...
2026.05
0.167
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