Anomalous Link Prediction on UNSW (test)
99.42AUCCyberGFMT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CyberGFMTParameters=2.57M, RW-based=true, Temporal=true, Edge Features=true2026.01 | 99.42 | 99.29 | |
| CyberGFMSParameters=2.57M, RW-based=true, Temporal=false, Edge Features=true2026.01 | 99.31 | 98.74 | |
| PikachuParameters=3.31M, RW-based=true, Temporal=true, Edge Features=false2026.01 | 93.83 | 91.9 | |
| ArgusParameters=2.31M, RW-based=false, Temporal=true, Edge Features=true2026.01 | 93.75 | 91.81 | |
| EulerParameters=2.05M, RW-based=false, Temporal=true, Edge Features=false2026.01 | 71.62 | 79.18 | |
| N2VParameters=1.72M, RW-based=true, Temporal=false, Edge Features=false2026.01 | 38.97 | 68.14 |