Link Prediction on Synthetic (test)
94NF (1)EDITS
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| EDITS2026.03 | 94 | 83 | 22 | 79 | 4 | 10 | 63 | |
| N2V2026.03 | 74 | 38 | 8 | 1 | 32 | 31 | 74 | |
| CrossWalk2026.03 | 71 | 32 | 6 | 3 | 24 | 21 | 67 | |
| SAGE2026.03 | 70 | 60 | 4 | 26 | 26 | 21 | 68 | |
| FairWalk2026.03 | 70 | 30 | 5 | 3 | 22 | 19 | 66 | |
| GCN2026.03 | 68 | 61 | 4 | 26 | 30 | 27 | 75 | |
| DeBayes2026.03 | 68 | 65 | 19 | 15 | 51 | 44 | 77 | |
| GCN-NF(4)Post-processing Hop (k)=4, Base Model=GCN2026.03 | 68 | 62 | 10 | 1 | 48 | 46 | 75 | |
| GCN-NF(2)Post-processing Hop (k)=2, Base Model=GCN2026.03 | 62 | 16 | 4 | 26 | 1 | 2 | 50 | |
| UGE2026.03 | 55 | 32 | 7 | 27 | 2 | 4 | 52 | |
| Graphair2026.03 | 48 | 42 | 11 | 39 | 1 | 1 | 62 | |
| GCN-NF(1)Post-processing Hop (k)=1, Base Model=GCN2026.03 | 20 | 61 | 4 | 26 | 30 | 27 | 75 |