Node Classification on SQUIRREL-F 1.0 (test)
43.06AccuracyGRAPHITE
Evaluation results
| Method | Links | |
|---|---|---|
| GRAPHITE2026.02 | 43.06 | |
| JKNet2026.02 | 40.81 | |
| GIN2026.02 | 39.51 | |
| SGC2026.02 | 38.27 | |
| Virtual Node2026.02 | 38 | |
| FSGNN2026.02 | 37.28 | |
| ALT2026.02 | 37.28 | |
| FAGCN2026.02 | 36.52 | |
| GCNII2026.02 | 35.93 | |
| GCN2026.02 | 35.57 | |
| GGCN2026.02 | 35.06 | |
| GPRGNN2026.02 | 34.97 | |
| DAGNN2026.02 | 34.72 | |
| SGFormer2026.02 | 34.54 | |
| GraphSAGE2026.02 | 34.43 | |
| H2GCN2026.02 | 34.02 | |
| MLP2026.02 | 33.91 | |
| ACM-GNN2026.02 | 33.91 | |
| APPNP2026.02 | 33.75 | |
| TAGCN2026.02 | 33.33 | |
| DIFFormer2026.02 | 33.17 | |
| GAT2026.02 | 32.74 | |
| OrderedGNN2026.02 | 32.7 | |
| GATv22026.02 | 32.49 | |
| ChebNet2026.02 | 31.75 | |
| MixHop2026.02 | 30.43 | |
| GloGNN2026.02 | 28.72 | |
| NodeFormer2026.02 | 24.29 |