Node Classification on CoraFull (Accuracy)
85.62AccuracyTAU
Evaluation Results
| Method | Links | |
|---|---|---|
| TAU2025.10 | 85.62 | |
| DMbaGCNModel Type=Graph Mamba2025.11 | 72.26 | |
| NodeFormer2025.10 | 72.25 | |
| GCNIIModel Type=Deep GNN2025.11 | 72.23 | |
| SpexphormerModel Type=Graph Transformer2025.11 | 71.84 | |
| GQT2025.10 | 71.81 | |
| MbaGCNModel Type=Graph Mamba2025.11 | 71.76 | |
| DMbaGCN w/o GCAMbaModel Type=Graph Mamba2025.11 | 71.51 | |
| NAGphormer2025.10 | 71.51 | |
| GATModel Type=GNN2025.11 | 71.42 | |
| GPRGNNModel Type=Deep GNN2025.11 | 71.16 | |
| GCNModel Type=GNN2025.11 | 70.69 | |
| SSGCModel Type=Deep GNN2025.11 | 70.51 | |
| SGCModel Type=GNN2025.11 | 70.04 | |
| APPNPModel Type=Deep GNN2025.11 | 69.37 | |
| Exphormer2025.10 | 69.09 | |
| GPRGNN2025.10 | 67.12 | |
| APPNP2025.10 | 65.16 | |
| GAT2025.10 | 64.47 | |
| PPRGo2025.10 | 63.54 | |
| DMbaGCN w/o LSEMbaModel Type=Graph Mamba2025.11 | 62.15 | |
| GCN2025.10 | 61.76 | |
| GTModel Type=Graph Transformer2025.11 | 61.05 | |
| SANModel Type=Graph Transformer2025.11 | 59.01 | |
| GraphGPSModel Type=Graph Transformer2025.11 | 55.76 | |
| GraphGPS2025.10 | 55.76 |