Link Prediction on Facebook (AUC, AP)
93.88AUCGAUGE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GAUGEevaluation_setting=zero-shot2026.06 | 93.88 | 90.73 | |
| RAGraphevaluation_setting=zero-shot2026.06 | 87.41 | 83.83 | |
| SAMGPTevaluation_setting=zero-shot2026.06 | 84.61 | 85.55 | |
| GCOPEevaluation_setting=zero-shot2026.06 | 80.37 | 82.22 | |
| UniPromptevaluation_setting=zero-shot2026.06 | 77.54 | 72.36 | |
| RiemannGFMevaluation_setting=zero-shot2026.06 | 76.65 | 72.62 | |
| GFTevaluation_setting=zero-shot2026.06 | 72.94 | 74.93 | |
| G^2PMevaluation_setting=zero-shot2026.06 | 71.45 | 72.18 | |
| MDGFMevaluation_setting=zero-shot2026.06 | 71.14 | 63.56 | |
| GETevaluation_setting=zero-shot2026.06 | 50.8 | 51.97 |