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Polymer property prediction on Nc Refractive index S1 (test)
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0.826
R2 Score (Test)
Periodic-TDL
0.48384
0.57267
0.6615
0.75033
May 26, 2026
R2 Score (Test)
Updated 7d ago
Evaluation Results
Method
Method
Links
R2 Score (Test)
Periodic-TDL
evaluation_protocol=fi...
2026.05
0.826
polyGNN
evaluation_protocol=fi...
2026.05
0.778
TransChem
evaluation_protocol=fi...
2026.05
0.769
polyBERT
evaluation_protocol=fi...
2026.05
0.768
TransPolymer
evaluation_protocol=fi...
2026.05
0.756
MolCLR (GCN)
evaluation_protocol=fi...
2026.05
0.745
MMPolymer
evaluation_protocol=fi...
2026.05
0.744
MolCLR (GIN)
evaluation_protocol=fi...
2026.05
0.735
Morgan (NN)
evaluation_protocol=fi...
2026.05
0.497
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