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Polymer property prediction on Ei Ionization energy S1 (test)
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0.825
R2 Score (Test)
Periodic-TDL
0.42356
0.52778
0.632
0.73622
May 26, 2026
R2 Score (Test)
Updated 7d ago
Evaluation Results
Method
Method
Links
R2 Score (Test)
Periodic-TDL
evaluation_protocol=fi...
2026.05
0.825
polyBERT
evaluation_protocol=fi...
2026.05
0.794
TransPolymer
evaluation_protocol=fi...
2026.05
0.783
MMPolymer
evaluation_protocol=fi...
2026.05
0.743
TransChem
evaluation_protocol=fi...
2026.05
0.732
MolCLR (GCN)
evaluation_protocol=fi...
2026.05
0.693
MolCLR (GIN)
evaluation_protocol=fi...
2026.05
0.644
polyGNN
evaluation_protocol=fi...
2026.05
0.621
Morgan (NN)
evaluation_protocol=fi...
2026.05
0.439
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