Link Prediction on NBA
74.76Micro-F1FairWire
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FairWire2026.03 | 74.76 | 1.67 | 14.48 | 5.25 | — | |
| FairAdj2026.03 | 66.02 | 0.18 | 14.14 | 7.33 | — | |
| Graphair2026.03 | 65.05 | 0.15 | 8.78 | 26.41 | — | |
| FairDropFairness Parameter=0.52026.03 | 62.14 | 0.21 | 11.67 | 23.01 | — | |
| FairDropFairness Parameter=0.752026.03 | 58.25 | 2.07 | 17.02 | 21.51 | — | |
| GCL2026.03 | 54.37 | 1.51 | 18.79 | 27.58 | — | |
| Diffusion2026.03 | 51.46 | 0.45 | 16.21 | 34.17 | — | |
| FairGDiff2026.03 | 50.49 | 0.43 | 7.11 | 41.44 | — | |
| FairGen2026.03 | 30.1 | 0.15 | 12.99 | 18.05 | — | |
| DiffusionFramework=Graph Contrastive Learning2026.03 | — | — | — | — | 0.1883 | |
| FairAdjFramework=Graph Contrastive Learning2026.03 | — | — | — | — | 0.5245 | |
| FairDropFramework=Graph Contrastive Learning, dropout rate=0.52026.03 | — | — | — | — | 0.7377 | |
| FairDropFramework=Graph Contrastive Learning, dropout rate=0.752026.03 | — | — | — | — | 0.0027 | |
| FairGDiffFramework=Graph Contrastive Learning2026.03 | — | — | — | — | 0.8412 | |
| FairGenFramework=Graph Contrastive Learning2026.03 | — | — | — | — | 0.2572 | |
| GCLFramework=Graph Contrastive Learning2026.03 | — | — | — | — | 0.0003 | |
| GraphairFramework=Graph Contrastive Learning2026.03 | — | — | — | — | 1.1264 |