| Paper | Code | AUC | ModelName | ReleaseDate |
|---|---|---|---|---|
| TrimNet: learning molecular representation from triplet messages for biomedicine | ✓ Link | 0.878 | TrimNet | 2020-11-04 |
| Oblique Decision Trees from Derivatives of ReLU Networks | ✓ Link | 0.874 | Ensemble locally constant network | 2019-09-30 |
| Optimal Transport Graph Neural Networks | ✓ Link | 0.873 | ProtoW-L2 | 2020-06-08 |
| Structure to Property: Chemical Element Embeddings and a Deep Learning Approach for Accurate Prediction of Chemical Properties | ✓ Link | 0.856 | elEmBERT-V1 | 2023-09-17 |
| Strategies for Pre-training Graph Neural Networks | ✓ Link | 0.845 | ContextPred | 2019-05-29 |
| GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text | ✓ Link | 0.8108 | GIT-Mol(G+S) | 2023-08-14 |