Density Prediction on PolyInfo (cross-validation)
0.776R2 ScorePolyFusion 5M
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PolyFusion 5MInput Setting=Multimodal, Pretraining Scale=5M polymers2026.05 | 0.776 | 0.052 | 0.095 | |
| PolyNCInput Setting=Multimodal2026.05 | 0.768 | 0.053 | 0.104 | |
| PolyFusion 2MInput Setting=Multimodal, Pretraining Scale=2M polymers2026.05 | 0.756 | 0.053 | 0.1 | |
| MoleculeSTMInput Setting=Multimodal2026.05 | 0.74 | 0.062 | 0.103 | |
| PolyCLInput Setting=Unimodal2026.05 | 0.735 | 0.061 | 0.104 | |
| MMPolymerInput Setting=Multimodal2026.05 | 0.732 | 0.062 | 0.105 | |
| PolyBERTInput Setting=Unimodal2026.05 | 0.717 | 0.057 | 0.108 | |
| ChemBERTaInput Setting=Unimodal2026.05 | 0.679 | 0.069 | 0.115 |