Dynamic Link Prediction on Reddit random negative sampling (inductive)
98.98APTFWaveFormer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TFWaveFormernegative sampling=random2026.03 | 98.98 | 98.89 | |
| DyGMambanegative sampling=random2026.03 | 98.97 | 98.88 | |
| FreeDyGnegative sampling=random2026.03 | 98.84 | 98.73 | |
| DyGFormernegative sampling=random2026.03 | 98.84 | 98.71 | |
| CorDGTnegative sampling=random2026.03 | 98.82 | 98.67 | |
| CAWNnegative sampling=random2026.03 | 98.62 | 98.42 | |
| TGNnegative sampling=random2026.03 | 97.5 | 97.39 | |
| DyRepnegative sampling=random2026.03 | 96.09 | 96.05 | |
| GraphMixernegative sampling=random2026.03 | 95.26 | 94.97 | |
| CTANnegative sampling=random2026.03 | 80.07 | 82.35 |