Node Classification on CHAMELEON-F 1.0 (test)
45.08AccuracyGRAPHITE
Evaluation results
| Method | Links | |
|---|---|---|
| GRAPHITE2026.02 | 45.08 | |
| FSGNN2026.02 | 43.3 | |
| SGFormer2026.02 | 42.79 | |
| GCNII2026.02 | 41.56 | |
| Virtual Node2026.02 | 41.45 | |
| SGC2026.02 | 41.4 | |
| TAGCN2026.02 | 41.01 | |
| H2GCN2026.02 | 40.89 | |
| GPRGNN2026.02 | 40.5 | |
| JKNet2026.02 | 40.39 | |
| GIN2026.02 | 40.17 | |
| GloGNN2026.02 | 40.17 | |
| GAT2026.02 | 40.11 | |
| GCN2026.02 | 40.06 | |
| FAGCN2026.02 | 39.83 | |
| ACM-GNN2026.02 | 39.78 | |
| GATv22026.02 | 39.72 | |
| ALT2026.02 | 39.61 | |
| GraphSAGE2026.02 | 39.33 | |
| DIFFormer2026.02 | 39.16 | |
| DAGNN2026.02 | 38.94 | |
| MLP2026.02 | 38.44 | |
| OrderedGNN2026.02 | 38.38 | |
| APPNP2026.02 | 37.93 | |
| MixHop2026.02 | 37.93 | |
| NodeFormer2026.02 | 34.92 | |
| ChebNet2026.02 | 34.3 | |
| GGCN2026.02 | 34.08 |