Melting Temperature Prediction on PolyInfo (cross-validation)
77R2PolyFusion 5M
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PolyFusion 5MInput Setting=Multimodal, Pretraining Scale=5M polymers2026.05 | 77 | 34.8 | 51.81 | |
| PolyFusion 2MInput Setting=Multimodal, Pretraining Scale=2M polymers2026.05 | 74.7 | 37.3 | 54.3 | |
| PolyNCInput Setting=Multimodal2026.05 | 74.2 | 37.9 | 54.78 | |
| ChemBERTaInput Setting=Unimodal2026.05 | 71.7 | 39.84 | 57.41 | |
| PolyBERTInput Setting=Unimodal2026.05 | 71.1 | 40.39 | 58.06 | |
| MMPolymerInput Setting=Multimodal2026.05 | 61.6 | 50.15 | 67.02 | |
| PolyCLInput Setting=Unimodal2026.05 | 58.1 | 51.65 | 70 | |
| MoleculeSTMInput Setting=Multimodal2026.05 | 55.6 | 54.22 | 72.02 |