Dynamic Link Prediction on Social Evo. random negative sampling (inductive)
93.21APTFWaveFormer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TFWaveFormernegative sampling=random2026.03 | 93.21 | 95.7 | |
| DyGFormernegative sampling=random2026.03 | 93.14 | 95.29 | |
| DyGMambanegative sampling=random2026.03 | 93.13 | 95.36 | |
| FreeDyGnegative sampling=random2026.03 | 93.1 | 95.36 | |
| CorDGTnegative sampling=random2026.03 | 92.44 | 95.69 | |
| GraphMixernegative sampling=random2026.03 | 91.86 | 94.09 | |
| TGNnegative sampling=random2026.03 | 90.77 | 93.43 | |
| DyRepnegative sampling=random2026.03 | 90.04 | 91.18 | |
| CAWNnegative sampling=random2026.03 | 79.94 | 84.73 |