Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GCN_cheby (Kipf and Welling, 2017) | 46 | No | Semi-Supervised Classification with Graph Convol... | 2016-09-09 | Code |
| 2 | DEMO-Net(weight) | 45.9 | No | DEMO-Net: Degree-specific Graph Neural Networks ... | 2019-06-05 | Code |
| 3 | Intersection (Li et al., 2018) | 44.3 | No | Deeper Insights into Graph Convolutional Network... | 2018-01-22 | Code |
| 4 | GAT (Velickovic et al., 2018) | 42.4 | No | Graph Attention Networks | 2017-10-30 | Code |
| 5 | GCN (Kipf and Welling, 2017) | 37.1 | No | Semi-Supervised Classification with Graph Convol... | 2016-09-09 | Code |
| 6 | GraphSAGE (Hamilton et al., [2017a]) | 27.2 | No | Inductive Representation Learning on Large Graphs | 2017-06-07 | Code |