Node Classification on PubMed (AUROC)
94.02AUROCCITED
Evaluation Results
| Method | Links | |
|---|---|---|
| CITEDModel=FAGCN2026.02 | 94.02 | |
| CITEDModel=GCN2026.02 | 94.01 | |
| CITEDModel=GCNII2026.02 | 93.98 | |
| SurviveWMModel=FAGCN2026.02 | 93.83 | |
| CITEDModel=GAT2026.02 | 93.8 | |
| GrOVeModel=FAGCN2026.02 | 93.79 | |
| RandomWMModel=FAGCN2026.02 | 93.7 | |
| RandomWMModel=GAT2026.02 | 93.64 | |
| GrOVeModel=GCN2026.02 | 93.38 | |
| RandomWMModel=GCN2026.02 | 93.33 | |
| GrOVeModel=GCNII2026.02 | 93.31 | |
| SurviveWMModel=GAT2026.02 | 93.29 | |
| SurviveWMModel=GCN2026.02 | 93.28 | |
| RandomWMModel=GCNII2026.02 | 93.27 | |
| GrOVeModel=GAT2026.02 | 93.26 | |
| SurviveWMModel=GCNII2026.02 | 93.03 | |
| GrOVeModel=SAGE2026.02 | 92.7 | |
| CITEDModel=SAGE2026.02 | 92.65 | |
| RandomWMModel=SAGE2026.02 | 92.6 | |
| BackdoorWMModel=GAT2026.02 | 92.49 | |
| BackdoorWMModel=GCNII2026.02 | 91.73 | |
| BackdoorWMModel=FAGCN2026.02 | 91.72 | |
| SurviveWMModel=SAGE2026.02 | 91.63 | |
| BackdoorWMModel=GCN2026.02 | 91.55 | |
| BackdoorWMModel=SAGE2026.02 | 91.02 |