Node Classification on ACTOR 1.0 (test)
37.69AccuracyGRAPHITE
Evaluation results
| Method | Links | |
|---|---|---|
| GRAPHITE2026.02 | 37.69 | |
| FAGCN2026.02 | 36.18 | |
| OrderedGNN2026.02 | 35.64 | |
| FSGNN2026.02 | 35.6 | |
| GPRGNN2026.02 | 35.42 | |
| MixHop2026.02 | 35.4 | |
| MLP2026.02 | 35.04 | |
| GraphSAGE2026.02 | 34.95 | |
| TAGCN2026.02 | 34.92 | |
| GCNII2026.02 | 34.78 | |
| ChebNet2026.02 | 34.4 | |
| H2GCN2026.02 | 34.2 | |
| ACM-GNN2026.02 | 34.04 | |
| APPNP2026.02 | 33.68 | |
| DAGNN2026.02 | 33.15 | |
| ALT2026.02 | 33.1 | |
| GGCN2026.02 | 32.76 | |
| Virtual Node2026.02 | 30.71 | |
| GCN2026.02 | 30.21 | |
| SGC2026.02 | 29.26 | |
| NodeFormer2026.02 | 29.26 | |
| GATv22026.02 | 28.87 | |
| GAT2026.02 | 28.86 | |
| JKNet2026.02 | 28.63 | |
| GIN2026.02 | 28.29 | |
| DIFFormer2026.02 | 26.31 | |
| SGFormer2026.02 | 25.89 | |
| GloGNN2026.02 | 19.8 |