Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Crystallinity (Xc) prediction on polymer electronic/optical/physical property dataset (test)
Loading...
18.22
RMSE (%)
Periodic-TDL
18.0996
18.9123
19.725
20.5377
May 26, 2026
RMSE (%)
Updated 7d ago
Evaluation Results
Method
Method
Links
RMSE (%)
Periodic-TDL
Pre-training=PI1M data...
2026.05
18.22
TransPolymer
Architecture=sequence-...
2026.05
19.19
MMPolymer
Architecture=multimoda...
2026.05
19.33
Morgan (NN)
Architecture=fingerpri...
2026.05
19.41
TransChem
Architecture=multimoda...
2026.05
19.64
polyBERT
Architecture=sequence-...
2026.05
19.74
MolCLR (GCN)
Architecture=graph-bas...
2026.05
20.66
MolCLR (GIN)
Architecture=graph-bas...
2026.05
20.77
polyGNN
Architecture=graph-bas...
2026.05
21.23
Feedback
Search any
task
Search any
task