Node Classification on RCDD (test)
93.09Macro F1HeterSEED
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HeterSEEDModel Category=Heterophily-aware Heterogeneous Model, Seeds=52026.05 | 93.09 | 98.6 | |
| HETERO2NETModel Category=Heterophily-aware Heterogeneous Model, Seeds=52026.05 | 92.36 | 98.43 | |
| RGCNModel Category=Heterogeneous Model under Homophily, Seeds=52026.05 | 92.25 | 98.3 | |
| GCNModel Category=Vanilla Model, Seeds=52026.05 | 91.3 | 98.29 | |
| HGTModel Category=Heterogeneous Model under Homophily, Seeds=52026.05 | 91.04 | 98.29 | |
| FAGCNModel Category=Homogeneous Model with Heterophily, Seeds=52026.05 | 90.62 | 98.09 | |
| GATModel Category=Vanilla Model, Seeds=52026.05 | 89.75 | 98.02 | |
| RGATModel Category=Heterogeneous Model under Homophily, Seeds=52026.05 | 89.19 | 97.93 | |
| SHGNModel Category=Heterogeneous Model under Homophily, Seeds=52026.05 | 88.12 | 97.68 | |
| HANModel Category=Heterogeneous Model under Homophily, Seeds=52026.05 | 87.32 | 97.46 | |
| MLPModel Category=Vanilla Model, Seeds=52026.05 | 86.08 | 97.27 | |
| ACM-GCNModel Category=Homogeneous Model with Heterophily, Seeds=52026.05 | 84.89 | 94.12 |