Metric: AUC (higher is better)
| # | Model↕ | AUC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GraphConv + dummy super node + focal loss | 0.851 | No | Learning Graph-Level Representation for Drug Dis... | 2017-09-12 | Code |
| 2 | GraphConv | 0.822 | No | Convolutional Networks on Graphs for Learning Mo... | 2015-09-30 | Code |
| 3 | TrimNet | 0.804 | No | - | - | Code |
| 4 | ContextPred | 0.799 | No | Strategies for Pre-training Graph Neural Networks | 2019-05-29 | Code |
| 5 | RNN-DFS | 0.627 | No | Relational Pooling for Graph Representations | 2019-03-06 | Code |