Node Classification on Amazon2M
89.36AccuracyParaFormer
Evaluation results
| Method | Links | |
|---|---|---|
| ParaFormer2025.12 | 89.36 | |
| SGFormer2025.12 | 89.09 | |
| NodeFormer2025.12 | 87.85 | |
| GAT-NSamplerneighbor sampling optimization=true2025.12 | 85.17 | |
| GCN2025.12 | 83.9 | |
| GCN-Nsamplerneighbor sampling optimization=true2025.12 | 83.84 | |
| SGC2025.12 | 81.21 | |
| SIGN2025.12 | 80.98 |