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Benchmarks
Density Prediction on PolyInfo (cross-validation)
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0.776
R2 Score
PolyFusion 5M
0.67512
0.70131
0.7275
0.75369
May 26, 2026
R2 Score
MAE
RMSE
Updated 7d ago
Evaluation Results
Method
Method
Links
R2 Score
MAE
RMSE
PolyFusion 5M
Input Setting=Multimod...
2026.05
0.776
0.052
0.095
PolyNC
Input Setting=Multimodal
2026.05
0.768
0.053
0.104
PolyFusion 2M
Input Setting=Multimod...
2026.05
0.756
0.053
0.1
MoleculeSTM
Input Setting=Multimodal
2026.05
0.74
0.062
0.103
PolyCL
Input Setting=Unimodal
2026.05
0.735
0.061
0.104
MMPolymer
Input Setting=Multimodal
2026.05
0.732
0.062
0.105
PolyBERT
Input Setting=Unimodal
2026.05
0.717
0.057
0.108
ChemBERTa
Input Setting=Unimodal
2026.05
0.679
0.069
0.115
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