Node Classification on Physics (AUROC)
99.82AUROCCITED
Evaluation results
| Method | Links | |
|---|---|---|
| CITEDModel=GCN2026.02 | 99.82 | |
| CITEDModel=FAGCN2026.02 | 99.27 | |
| GrOVeModel=FAGCN2026.02 | 99.25 | |
| RandomWMModel=FAGCN2026.02 | 99.24 | |
| CITEDModel=GCNII2026.02 | 99.21 | |
| CITEDModel=SAGE2026.02 | 99.08 | |
| CITEDModel=GAT2026.02 | 98.92 | |
| SurviveWMModel=FAGCN2026.02 | 98.83 | |
| SurviveWMModel=GCNII2026.02 | 98.8 | |
| RandomWMModel=GCNII2026.02 | 98.77 | |
| GrOVeModel=GCNII2026.02 | 98.68 | |
| BackdoorWMModel=FAGCN2026.02 | 98.67 | |
| SurviveWMModel=GCN2026.02 | 98.59 | |
| RandomWMModel=GAT2026.02 | 98.58 | |
| SurviveWMModel=SAGE2026.02 | 98.5 | |
| BackdoorWMModel=GCNII2026.02 | 98.35 | |
| RandomWMModel=GCN2026.02 | 98.33 | |
| GrOVeModel=GAT2026.02 | 98.33 | |
| BackdoorWMModel=GAT2026.02 | 98.24 | |
| BackdoorWMModel=GCN2026.02 | 98.1 | |
| RandomWMModel=SAGE2026.02 | 98.1 | |
| GrOVeModel=GCN2026.02 | 98.09 | |
| GrOVeModel=SAGE2026.02 | 97.75 | |
| BackdoorWMModel=SAGE2026.02 | 97.33 | |
| SurviveWMModel=GAT2026.02 | 96.77 |