| Benchmark | Model | Rank | Results |
|---|---|---|---|
| node-classification-on-arxiv-year | Dir-GNN | #3 | Accuracy: 64.08±0.26 |
| node-classification-on-chameleon | Dir-GNN | #3 | Accuracy: 79.71±1.26 |
| node-classification-on-non-homophilic-11 | Dir-GNN | #2 | 1:1 Accuracy: 79.71±1.26 |
| node-classification-on-non-homophilic-12 | Dir-GNN | #2 | 1:1 Accuracy: 75.31±1.92 |
| node-classification-on-squirrel | Dir-GNN | #3 | Accuracy: 75.31±1.92 |