Node Classification on Amazon2M (10%/10%/80%)
90.4AccuracySPEXPHORMER
Evaluation Results
| Method | Links | |
|---|---|---|
| SPEXPHORMERMemory (MB)=3262, Batch Size=1000, Hidden Dimension=128, Number of layers=2, Number of Parameters=300,2092024.11 | 90.4 | |
| SGFORMER2024.11 | 89.09 | |
| NODEFORMER2024.11 | 87.85 | |
| GAT-NSAMPLER2024.11 | 85.17 | |
| GCN2024.11 | 83.9 | |
| GCN-NSAMPLER2024.11 | 83.84 | |
| SGC2024.11 | 81.21 | |
| SIGN2024.11 | 80.98 | |
| MLP2024.11 | 63.46 |