Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Band gap (Egc) prediction on polymer electronic property dataset (test)
Loading...
0.441
RMSE (eV)
Periodic-TDL
0.43628
0.46814
0.5
0.53186
May 26, 2026
RMSE (eV)
Updated 7d ago
Evaluation Results
Method
Method
Links
RMSE (eV)
Periodic-TDL
Pre-training=PI1M data...
2026.05
0.441
MMPolymer
Architecture=multimoda...
2026.05
0.448
TransPolymer
Architecture=sequence-...
2026.05
0.462
polyBERT
Architecture=sequence-...
2026.05
0.483
TransChem
Architecture=multimoda...
2026.05
0.483
MolCLR (GIN)
Architecture=graph-bas...
2026.05
0.484
polyGNN
Architecture=graph-bas...
2026.05
0.524
MolCLR (GCN)
Architecture=graph-bas...
2026.05
0.555
Morgan (NN)
Architecture=fingerpri...
2026.05
0.559
Feedback
Search any
task
Search any
task