Node Classification on Photo (AUC)
99.59AUCCITED
Evaluation results
| Method | Links | |
|---|---|---|
| CITEDModel=GCN2026.02 | 99.59 | |
| SurviveWMModel=GCNII2026.02 | 99.58 | |
| RandomWMModel=FAGCN2026.02 | 99.57 | |
| RandomWMModel=GCNII2026.02 | 99.56 | |
| RandomWMModel=GCN2026.02 | 99.55 | |
| SurviveWMModel=FAGCN2026.02 | 99.55 | |
| GrOVeModel=GCNII2026.02 | 99.54 | |
| GrOVeModel=GCN2026.02 | 99.53 | |
| CITEDModel=FAGCN2026.02 | 99.48 | |
| CITEDModel=GCNII2026.02 | 99.46 | |
| GrOVeModel=FAGCN2026.02 | 99.46 | |
| SurviveWMModel=GAT2026.02 | 99.45 | |
| RandomWMModel=GAT2026.02 | 99.44 | |
| CITEDModel=GAT2026.02 | 99.37 | |
| SurviveWMModel=GCN2026.02 | 99.35 | |
| GrOVeModel=GAT2026.02 | 99.3 | |
| GrOVeModel=SAGE2026.02 | 99.28 | |
| RandomWMModel=SAGE2026.02 | 99.21 | |
| SurviveWMModel=SAGE2026.02 | 99.13 | |
| CITEDModel=SAGE2026.02 | 99.02 | |
| BackdoorWMModel=GAT2026.02 | 98.44 | |
| BackdoorWMModel=GCNII2026.02 | 98.39 | |
| GraphSB2026.01 | 98.18 | |
| BackdoorWMModel=GCN2026.02 | 97.9 | |
| BackdoorWMModel=FAGCN2026.02 | 97.85 | |
| BackdoorWMModel=SAGE2026.02 | 97.64 | |
| IceBerg2026.01 | 97.5 | |
| GraphSHA2026.01 | 96.24 | |
| Re-weight2026.01 | 96.18 | |
| CDCGAN2026.01 | 96.08 | |
| GraphMixup2026.01 | 95.86 | |
| SMOTE2026.01 | 95.85 | |
| GraphENS2026.01 | 95.72 | |
| TAM2026.01 | 95.03 | |
| GraphSMOTE2026.01 | 94.66 | |
| DR-GNN2026.01 | 94.52 | |
| Vanilla2026.01 | 94.15 | |
| Embed-SMOTE2026.01 | 93.99 |