Node Classification on NBA (Accuracy, ΔDP, ΔEO)
72.06AccuracyGraphair
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GraphairFramework=Graph Contrastive Learning2026.03 | 72.06 | 22.7 | 40.57 | |
| GCLFramework=Graph Contrastive Learning2026.03 | 70.78 | 9.6 | 32.27 | |
| FairDropFramework=Graph Contrastive Learning, p=0.52026.03 | 68.65 | 9.27 | 23.9 | |
| FairDropFramework=Graph Contrastive Learning, p=0.752026.03 | 67.23 | 14.09 | 3.79 | |
| DiffusionFramework=Graph Contrastive Learning2026.03 | 64.82 | 22.84 | 35.74 | |
| FairGDiffFramework=Graph Contrastive Learning2026.03 | 59.43 | 2.87 | 2.83 | |
| FairAdjFramework=Graph Contrastive Learning2026.03 | 57.16 | 16.57 | 27.44 | |
| FairGenFramework=Graph Contrastive Learning2026.03 | 55.46 | 9.3 | 17.12 |