Node classification on Cora homophily graph (test)
87.56AccuracySTEM-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| STEM-GNN2026.02 | 87.56 | |
| GFT2026.02 | 87.2 | |
| TFEGNN2026.02 | 86.11 | |
| MARIO2026.02 | 85.65 | |
| GraphMETRO2026.02 | 84.52 | |
| CaNet2026.02 | 83.97 | |
| DHGRBackbone=GCNII2022.09 | 83.93 | |
| DHGRBackbone=APPNP2022.09 | 83.86 | |
| APPNPRewiring=vanilla2022.09 | 83.25 | |
| GCNIIRewiring=vanilla2022.09 | 83.11 | |
| DHGRBackbone=GAT2022.09 | 82.93 | |
| DHGRBackbone=GCN2022.09 | 82.7 | |
| GATRewiring=vanilla2022.09 | 81.9 | |
| DHGRBackbone=GraphSAGE2022.09 | 81.3 | |
| GCNRewiring=vanilla2022.09 | 81.09 | |
| GraphSAGERewiring=vanilla2022.09 | 80.62 |