Node Classification on DBLP & ACM A to D
78.61AccuracyMatcha-TENT
Evaluation results
| Method | Links | |
|---|---|---|
| Matcha-TENTBackbone=GPRGNN2025.02 | 78.61 | |
| TSA-T3ABackbone=GPRGNN2025.02 | 74.64 | |
| Matcha-T3ABackbone=GPRGNN2025.02 | 72.91 | |
| Matcha-LAMEBackbone=GPRGNN2025.02 | 70.39 | |
| TSA-T3ABackbone=GPRGNN2025.02 | 68.02 | |
| Matcha-LAMEBackbone=GPRGNN2025.02 | 67.83 | |
| TSA-LAMEBackbone=GPRGNN2025.02 | 67.71 | |
| Matcha-T3ABackbone=GPRGNN2025.02 | 67.59 | |
| ERMBackbone=GPRGNN2025.02 | 67.34 | |
| T3ABackbone=GPRGNN2025.02 | 67.21 | |
| HomoTTTBackbone=GPRGNN2025.02 | 67.11 | |
| ActMADBackbone=GPRGNN2025.02 | 67.07 | |
| SOGABackbone=GPRGNN2025.02 | 67 | |
| LAMEBackbone=GPRGNN2025.02 | 66.92 | |
| T3ABackbone=GPRGNN2025.02 | 65.32 | |
| TSA-LAMEBackbone=GPRGNN2025.02 | 65.2 | |
| Matcha-TENTBackbone=GPRGNN2025.02 | 64.43 | |
| TSA-TENTBackbone=GPRGNN2025.02 | 62.77 | |
| TSA-TENTBackbone=GPRGNN2025.02 | 61.71 | |
| TENTBackbone=GPRGNN2025.02 | 61.56 | |
| GTransBackbone=GPRGNN2025.02 | 59.61 | |
| GTransBackbone=GPRGNN2025.02 | 59.27 | |
| SOGABackbone=GraphSAGE2025.02 | 58.59 | |
| HomoTTTBackbone=GPRGNN2025.02 | 57.18 | |
| TENTBackbone=GPRGNN2025.02 | 56.84 | |
| LAMEBackbone=GPRGNN2025.02 | 56.58 | |
| ERMBackbone=GPRGNN2025.02 | 56.47 | |
| ActMADBackbone=GPRGNN2025.02 | 55.83 | |
| SOGABackbone=GPRGNN2025.02 | 55.42 | |
| TSA-LAMEBackbone=GCN2025.02 | 55.19 | |
| TSA-T3ABackbone=GCN2025.02 | 54.53 | |
| TSA-TENTBackbone=GraphSAGE2025.02 | 54.06 | |
| TENTBackbone=GraphSAGE2025.02 | 53.38 | |
| SOGABackbone=GCN2025.02 | 53.29 | |
| TSA-TENTBackbone=GCN2025.02 | 53.14 | |
| HomoTTTBackbone=GraphSAGE2025.02 | 52.9 | |
| TSA-LAMEBackbone=GraphSAGE2025.02 | 52.9 | |
| ActMADBackbone=GraphSAGE2025.02 | 52.75 | |
| LAMEBackbone=GraphSAGE2025.02 | 52.74 | |
| TSA-T3ABackbone=GraphSAGE2025.02 | 52.55 | |
| T3ABackbone=GraphSAGE2025.02 | 52.5 | |
| ERMBackbone=GraphSAGE2025.02 | 52.45 | |
| GTransBackbone=GCN2025.02 | 51.65 | |
| GTransBackbone=GraphSAGE2025.02 | 49.68 | |
| T3ABackbone=GCN2025.02 | 49.65 | |
| HomoTTTBackbone=GCN2025.02 | 48.45 | |
| TENTBackbone=GCN2025.02 | 48.11 | |
| LAMEBackbone=GCN2025.02 | 47.64 | |
| ERMBackbone=GCN2025.02 | 47.59 | |
| ActMADBackbone=GCN2025.02 | 47.58 |