| Paper | Code | ROC-AUC | ModelName | ReleaseDate |
|---|---|---|---|---|
| Integrating convolutional layers and biformer network with forward-forward and backpropagation training | ✓ Link | 97.3 | Deep-CBN | 2025-02-28 |
| Uni-Mol: A Universal 3D Molecular Representation Learning Framework | ✓ Link | 80.8 | Uni-Mol | 2022-09-08 |
| A Bayesian Flow Network Framework for Chemistry Tasks | ✓ Link | 79.37 | ChemBFN | 2024-07-28 |
| Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck | ✓ Link | 78.33±1.34 | S-CGIB | 2025-02-20 |