Node Classification on MAG US -> CN (test)
41.61AccuracyTSA-T3A
Evaluation Results
| Method | Links | |
|---|---|---|
| TSA-T3ABackbone=GCN2025.02 | 41.61 | |
| T3ABackbone=GCN2025.02 | 41.53 | |
| PA-BOTHBackbone=GraphSAGE2025.12 | 40.06 | |
| GRAPHDET + PA-BOTHBackbone=GraphSAGE2025.12 | 39.92 | |
| GRAPHDETBackbone=GraphSAGE2025.12 | 32.42 | |
| STRURWBackbone=GraphSAGE2025.12 | 31.58 | |
| TSA-LAMEBackbone=GCN2025.02 | 28.64 | |
| SOGABackbone=GCN2025.02 | 28.36 | |
| LAMEBackbone=GCN2025.02 | 28.2 | |
| ActMADBackbone=GCN2025.02 | 28.11 | |
| ERMBackbone=GCN2025.02 | 27.76 | |
| TSA-TENTBackbone=GCN2025.02 | 27.46 | |
| GTransBackbone=GCN2025.02 | 27.44 | |
| ERMBackbone=GraphSAGE2025.12 | 26.92 | |
| TENTBackbone=GCN2025.02 | 26.66 | |
| DANNBackbone=GraphSAGE2025.12 | 24.2 | |
| SPECREGBackbone=GraphSAGE2025.12 | 23.74 | |
| HomoTTTBackbone=GCN2025.02 | 23.64 | |
| IWDANBackbone=GraphSAGE2025.12 | 23.39 |