Thermal-decomposition Temperature Prediction on PolyInfo (cross-validation)
0.717R2PolyFusion 5M
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PolyFusion 5MInput Setting=Multimodal, Pretraining Scale=5M polymers2026.05 | 0.717 | 39.57 | 59.98 | |
| PolyNCInput Setting=Multimodal2026.05 | 0.705 | 41.12 | 61.27 | |
| PolyFusion 2MInput Setting=Multimodal, Pretraining Scale=2M polymers2026.05 | 0.682 | 41.87 | 63.54 | |
| PolyBERTInput Setting=Unimodal2026.05 | 0.648 | 46.03 | 66.8 | |
| ChemBERTaInput Setting=Unimodal2026.05 | 0.627 | 45.89 | 68.87 | |
| MMPolymerInput Setting=Multimodal2026.05 | 0.531 | 55.65 | 77.2 | |
| PolyCLInput Setting=Unimodal2026.05 | 0.528 | 54.97 | 77.42 | |
| MoleculeSTMInput Setting=Multimodal2026.05 | 0.482 | 59.52 | 81.13 |