| Paper | Code | RMSE | ModelName | ReleaseDate |
|---|---|---|---|---|
| BAPULM: Binding Affinity Prediction using Language Models | ✓ Link | 0.898±0.0172 | BAPULM | 2024-11-06 |
| PLAPT: Protein-Ligand Binding Affinity Prediction Using Pretrained Transformers | ✓ Link | 1.211 | PLAPT | 2024-02-08 |
| A Universal Framework for Accurate and Efficient Geometric Deep Learning of Molecular Systems | ✓ Link | 1.263 | PAMNet | 2023-11-19 |
| High Performance of Gradient Boosting in Binding Affinity Prediction | 1.316 | LightGBM | 2022-05-14 | |
| Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity | ✓ Link | 1.316 | SIGN | 2021-07-21 |
| Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity | ✓ Link | 1.453 | DimeNet | 2021-07-21 |
| Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity | ✓ Link | 1.562 | GraphDTA | 2021-07-21 |