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Band gap (Egb) prediction on polymer electronic/optical/physical property dataset (test)
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0.547
RMSE (eV)
Periodic-TDL
0.53448
0.61899
0.7035
0.78801
May 26, 2026
RMSE (eV)
Updated 7d ago
Evaluation Results
Method
Method
Links
RMSE (eV)
Periodic-TDL
Pre-training=PI1M data...
2026.05
0.547
MMPolymer
Architecture=multimoda...
2026.05
0.596
polyGNN
Architecture=graph-bas...
2026.05
0.597
TransPolymer
Architecture=sequence-...
2026.05
0.609
polyBERT
Architecture=sequence-...
2026.05
0.626
MolCLR (GIN)
Architecture=graph-bas...
2026.05
0.627
TransChem
Architecture=multimoda...
2026.05
0.656
MolCLR (GCN)
Architecture=graph-bas...
2026.05
0.702
Morgan (NN)
Architecture=fingerpri...
2026.05
0.86
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