Link Prediction on Facebook (NF Metrics)
11NF(1)EDITS
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| EDITS2026.03 | 11 | 4 | 2 | 3 | 1 | 6 | 0 | 1 | 39 | |
| N2V2026.03 | 10 | 4 | 2 | 1 | 1 | 2 | 1 | 1 | 93 | |
| FairWalk2026.03 | 10 | 4 | 2 | 1 | 1 | 2 | 1 | 1 | 92 | |
| GCN2026.03 | 9 | 3 | 0 | 2 | 2 | 4 | 0 | 2 | 93 | |
| SAGE2026.03 | 9 | 3 | 0 | 2 | 2 | 4 | 1 | 3 | 89 | |
| DeBayes2026.03 | 9 | 4 | 1 | 0 | 1 | 2 | 1 | 5 | 92 | |
| GCN-NF(6)Base Model=GCN, Neighborhood Fairness Variant=NF(6)2026.03 | 9 | 3 | 0 | 2 | 2 | 3 | 0 | 2 | 93 | |
| GCN-NF(2)Base Model=GCN, Neighborhood Fairness Variant=NF(2)2026.03 | 8 | 0 | 0 | 2 | 2 | 4 | 2 | 6 | 93 | |
| CrossWalk2026.03 | 6 | 2 | 1 | 2 | 0 | 3 | 0 | 0 | 57 | |
| FairMILE2026.03 | 6 | 2 | 0 | 2 | 0 | 3 | 0 | 0 | 58 | |
| UGE2026.03 | 6 | 2 | 0 | 2 | 0 | 3 | 0 | 0 | 54 | |
| Graphair2026.03 | 5 | 2 | 1 | 2 | 1 | 4 | 1 | 3 | 78 | |
| GCN-NF(1)Base Model=GCN, Neighborhood Fairness Variant=NF(1)2026.03 | 2 | 3 | 0 | 2 | 2 | 4 | 0 | 2 | 93 |