Glass-transition Temperature Prediction on PolyInfo (cross-validation)
0.907R2PolyFusion 5M
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PolyFusion 5MInput Setting=Multimodal, Pretraining Scale=5M polymers2026.05 | 0.907 | 22.45 | 33.69 | |
| PolyNCInput Setting=Multimodal2026.05 | 0.9 | 23.67 | 35.04 | |
| PolyFusion 2MInput Setting=Multimodal, Pretraining Scale=2M polymers2026.05 | 0.894 | 24.13 | 36.02 | |
| PolyBERTInput Setting=Unimodal2026.05 | 0.882 | 26.01 | 37.94 | |
| ChemBERTaInput Setting=Unimodal2026.05 | 0.866 | 27.74 | 40.44 | |
| MMPolymerInput Setting=Multimodal2026.05 | 0.825 | 33.09 | 46.29 | |
| PolyCLInput Setting=Unimodal2026.05 | 0.814 | 34.62 | 47.7 | |
| MoleculeSTMInput Setting=Multimodal2026.05 | 0.808 | 35.26 | 48.45 |