Node Classification on Roman-Empire original
84.42AccuracyCMGNN
Evaluation results
| Method | Links | |
|---|---|---|
| CMGNN2025.12 | 84.42 | |
| M2M-GNN2025.12 | 84.17 | |
| OrderedGNN2025.12 | 82.88 | |
| FSGNN2025.12 | 79.92 | |
| ATLAS-LPF-NF2025.12 | 79.04 | |
| ATLAS-NF2025.12 | 78.1 | |
| SAGE2025.12 | 76.21 | |
| GBK-GNN2025.12 | 74.57 | |
| ACM-GCN2025.12 | 71.89 | |
| JacobiConv2025.12 | 71.14 | |
| ATLAS-LPF2025.12 | 70.22 | |
| MLP2025.12 | 66.22 | |
| ATLAS2025.12 | 66.22 | |
| FAGCN2025.12 | 65.22 | |
| GPR-GNN2025.12 | 64.85 | |
| H2GCN2025.12 | 60.11 | |
| GloGNN2025.12 | 59.63 | |
| LinkX2025.12 | 56.15 | |
| GAT2025.12 | 47.16 | |
| GCN2025.12 | 45.68 |