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Electron affinity (Eea) prediction on polymer electronic optical physical property dataset (test)
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0.294
RMSE (eV)
Periodic-TDL
0.28852
0.32551
0.3625
0.39949
May 26, 2026
RMSE (eV)
Updated 7d ago
Evaluation Results
Method
Method
Links
RMSE (eV)
Periodic-TDL
Pre-training=PI1M data...
2026.05
0.294
polyGNN
Architecture=graph-bas...
2026.05
0.309
polyBERT
Architecture=sequence-...
2026.05
0.333
TransPolymer
Architecture=sequence-...
2026.05
0.34
MolCLR (GIN)
Architecture=graph-bas...
2026.05
0.341
MMPolymer
Architecture=multimoda...
2026.05
0.342
TransChem
Architecture=multimoda...
2026.05
0.376
MolCLR (GCN)
Architecture=graph-bas...
2026.05
0.391
Morgan (NN)
Architecture=fingerpri...
2026.05
0.431
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