Metric: AUC (higher is better)
| # | Model↕ | AUC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TrimNet | 0.777 | No | - | - | Code |
| 2 | GraphConv + dummy super node | 0.768 | No | Learning Graph-Level Representation for Drug Dis... | 2017-09-12 | Code |
| 3 | GraphConv | 0.754 | No | Convolutional Networks on Graphs for Learning Mo... | 2015-09-30 | Code |
| 4 | GIT-Mol(G+S) | 0.668 | No | GIT-Mol: A Multi-modal Large Language Model for ... | 2023-08-14 | Code |
| 5 | ContextPred | 0.657 | No | Strategies for Pre-training Graph Neural Networks | 2019-05-29 | Code |