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ResearchFormerly WizWand

Glass-transition Temperature Prediction on PolyInfo (cross-validation)

0.907R2PolyFusion 5M
0.804040.830770.85750.88423May 26, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PolyFusion 5MInput Setting=Multimodal, Pretraining Scale=5M polymers2026.050.90722.4533.69
PolyNCInput Setting=Multimodal2026.050.923.6735.04
PolyFusion 2MInput Setting=Multimodal, Pretraining Scale=2M polymers2026.050.89424.1336.02
PolyBERTInput Setting=Unimodal2026.050.88226.0137.94
ChemBERTaInput Setting=Unimodal2026.050.86627.7440.44
MMPolymerInput Setting=Multimodal2026.050.82533.0946.29
PolyCLInput Setting=Unimodal2026.050.81434.6247.7
MoleculeSTMInput Setting=Multimodal2026.050.80835.2648.45