Node Classification on Deezer (fixed)
67.7AccuracyParaFormerGPRGNN
Evaluation results
| Method | Links | |
|---|---|---|
| ParaFormerGPRGNNAuxiliary GNN module=GPRGNN2025.12 | 67.7 | |
| Polynormer2025.12 | 67.6 | |
| ParaFormerGCNAuxiliary GNN module=GCN2025.12 | 67.3 | |
| SGFormer2025.12 | 67.1 | |
| GPRGNN2025.12 | 66.9 | |
| MLP2025.12 | 66.6 | |
| CobFormer-TTask head module=Transformer2025.12 | 66.6 | |
| NodeFormer2025.12 | 66.4 | |
| SIGN2025.12 | 66.3 | |
| H2GCN2025.12 | 66.2 | |
| APPNP2025.12 | 66.1 | |
| CPGNN2025.12 | 65.8 | |
| GLoGNN2025.12 | 65.8 | |
| CobFormer-GTask head module=GNN2025.12 | 64.2 | |
| NAGphormer2025.12 | 63.5 | |
| GCN2025.12 | 62.7 | |
| SGC2025.12 | 62.3 | |
| GAT2025.12 | 61.7 | |
| JKNet2025.12 | 61.5 |