Node Classification on Tolokers original (standard)
82.88ROC AUCATLAS-NF
Evaluation Results
| Method | Links | |
|---|---|---|
| ATLAS-NF2025.12 | 82.88 | |
| FSGNN2025.12 | 82.76 | |
| ATLAS-LPF-NF2025.12 | 82.65 | |
| ATLAS-LPF2025.12 | 82.3 | |
| ATLAS2025.12 | 82.19 | |
| LinkX2025.12 | 81.15 | |
| GBK-GNN2025.12 | 81.01 | |
| SAGE2025.12 | 80.95 | |
| M2M-GNN2025.12 | 80.85 | |
| FAGCN2025.12 | 77.75 | |
| CMGNN2025.12 | 76.38 | |
| OrderedGNN2025.12 | 75.6 | |
| GAT2025.12 | 75.31 | |
| ACM-GCN2025.12 | 74.95 | |
| GCN2025.12 | 74.93 | |
| GloGNN2025.12 | 73.39 | |
| H2GCN2025.12 | 73.35 | |
| MLP2025.12 | 72.97 | |
| GPR-GNN2025.12 | 72.94 | |
| JacobiConv2025.12 | 68.66 |