Dynamic Link Prediction on Flights random negative sampling (inductive)
97.79APDyGFormer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DyGFormernegative sampling=random2026.03 | 97.79 | 97.8 | |
| TFWaveFormernegative sampling=random2026.03 | 97.71 | 97.73 | |
| CorDGTnegative sampling=random2026.03 | 97.46 | 98.12 | |
| DyGMambanegative sampling=random2026.03 | 97.24 | 97.29 | |
| CAWNnegative sampling=random2026.03 | 97.06 | 96.86 | |
| FreeDyGnegative sampling=random2026.03 | 96.55 | 96.14 | |
| TGNnegative sampling=random2026.03 | 95.03 | 95.92 | |
| DyRepnegative sampling=random2026.03 | 92.88 | 93.56 | |
| GraphMixernegative sampling=random2026.03 | 83.03 | 82.27 |