Paper | Code | AUC | ModelName | ReleaseDate |
---|---|---|---|---|
Dual-view Molecule Pre-training | ✓ Link | 0.810 | DVMP | 2021-06-17 |
Galactica: A Large Language Model for Science | ✓ Link | 0.808 | Uni-Mol | 2022-11-16 |
A Bayesian Flow Network Framework for Chemistry Tasks | ✓ Link | 0.794 | ChemBFN | 2024-07-28 |
ChemBERTa-2: Fine-Tuning for Molecule’s HIV Replication Inhibition Prediction | ✓ Link | 0.793 | ChemBERTa-2 Fine-tuned | 2023-09-15 |
Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning | ✓ Link | 0.789 | SMA | 2024-02-22 |
MolXPT: Wrapping Molecules with Text for Generative Pre-training | ✓ Link | 0.781 | MolXPT | 2023-05-18 |
Galactica: A Large Language Model for Science | ✓ Link | 0.759 | GAL 30B | 2022-11-16 |
Galactica: A Large Language Model for Science | ✓ Link | 0.745 | GAL 120B | 2022-11-16 |
Galactica: A Large Language Model for Science | ✓ Link | 0.724 | GAL 1.3B | 2022-11-16 |
Galactica: A Large Language Model for Science | ✓ Link | 0.722 | GAL 6.7B | 2022-11-16 |
Galactica: A Large Language Model for Science | ✓ Link | 0.702 | GAL 125M | 2022-11-16 |