Node Classification on NBA
74.34BAccDAB-GCN-EOSP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DAB-GCN-EOSPEOSP=true2025.11 | 74.34 | 80.99 | 76.52 | 10.37 | 11.1 | |
| DAB-GCNEOSP=false2025.11 | 74.07 | 80.51 | 76.51 | 12.3 | 12.03 | |
| FairGNN-EOSPEOSP=true2025.11 | 70.79 | 81.79 | 66.87 | 6.97 | 10.61 | |
| FairVGNN-EOSPEOSP=true2025.11 | 70.09 | 74.76 | 71.07 | 9.3 | 11.06 | |
| SAGE-EOSPEOSP=true2025.11 | 69.11 | 77.41 | 69.34 | 8.16 | 9.98 | |
| FairGNNEOSP=false2025.11 | 68.25 | 79.62 | 66.29 | 7.74 | 16.4 | |
| FairGBEOSP=false2025.11 | 68.22 | 74 | 71.64 | 13.85 | 10.34 | |
| CAFBackbone=SAGE2026.02 | 67.89 | 73.55 | 66.87 | 8.51 | 4.34 | |
| GCN-EOSPEOSP=true2025.11 | 67.85 | 74.19 | 67.72 | 8.47 | 14.89 | |
| HSCCAFBackbone=SAGE2026.02 | 67.59 | 74.64 | 74.48 | 5.16 | 4.65 | |
| FairGB-EOSPEOSP=true2025.11 | 67.53 | 72.05 | 69.3 | 11.67 | 13.34 | |
| FairGBBackbone=SAGE2026.02 | 67.02 | 72.68 | 69.01 | 8 | 10.1 | |
| CAF-EOSPEOSP=true2025.11 | 66.69 | 73.56 | 70.38 | 4.3 | 7.47 | |
| CAFEOSP=false2025.11 | 66.68 | 71.6 | 70.74 | 8.6 | 7.45 | |
| GIN2026.02 | 65.83 | 75.46 | 65.47 | 13.99 | 19.99 | |
| FairVGNNEOSP=false2025.11 | 65.81 | 73.08 | 65.1 | 6.71 | 16.15 | |
| SAGE2026.02 | 65.76 | 74.58 | 67.51 | 9.2 | 12.86 | |
| FairVGNNBackbone=GCN2026.02 | 65.56 | 70.2 | 85.97 | 8.09 | 8.76 | |
| GCNEOSP=false2025.11 | 65.51 | 74.36 | 66.83 | 7.22 | 15.27 | |
| GCN2026.02 | 65.22 | 70.56 | 67.78 | 6.13 | 5.75 | |
| FairGNNBackbone=GCN2026.02 | 62.35 | 70.63 | 67.12 | 8.09 | 8.76 | |
| SAGEEOSP=false2025.11 | 62.03 | 69.9 | 59.27 | 9.62 | 17.46 | |
| FairSADBackbone=GCN2026.02 | 61.62 | 68.41 | 71.51 | 6.56 | 6.48 |