Node Classification on CS (AUROC)
99.62AUROCCITED
Evaluation Results
| Method | Links | |
|---|---|---|
| CITEDModel=GCNII2026.02 | 99.62 | |
| CITEDModel=FAGCN2026.02 | 99.61 | |
| RandomWMModel=FAGCN2026.02 | 99.58 | |
| GrOVeModel=FAGCN2026.02 | 99.57 | |
| GrOVeModel=GCNII2026.02 | 99.53 | |
| CITEDModel=GCN2026.02 | 99.49 | |
| RandomWMModel=GCNII2026.02 | 99.47 | |
| CITEDModel=GAT2026.02 | 99.46 | |
| CITEDModel=SAGE2026.02 | 99.41 | |
| SurviveWMModel=FAGCN2026.02 | 99.41 | |
| GrOVeModel=GCN2026.02 | 99.38 | |
| RandomWMModel=GCN2026.02 | 99.37 | |
| SurviveWMModel=GCNII2026.02 | 99.36 | |
| GrOVeModel=GAT2026.02 | 99.32 | |
| RandomWMModel=GAT2026.02 | 99.28 | |
| GrOVeModel=SAGE2026.02 | 99.1 | |
| RandomWMModel=SAGE2026.02 | 99.05 | |
| SurviveWMModel=GCN2026.02 | 98.99 | |
| BackdoorWMModel=FAGCN2026.02 | 98.95 | |
| SurviveWMModel=GAT2026.02 | 98.94 | |
| BackdoorWMModel=GCN2026.02 | 98.79 | |
| SurviveWMModel=SAGE2026.02 | 98.74 | |
| BackdoorWMModel=GCNII2026.02 | 98.7 | |
| BackdoorWMModel=GAT2026.02 | 98.66 | |
| BackdoorWMModel=SAGE2026.02 | 98.62 |