Dynamic Link Prediction on UCI random negative sampling (inductive)
94.97APTFWaveFormer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TFWaveFormernegative sampling=random2026.03 | 94.97 | 93.58 | |
| DyGMambanegative sampling=random2026.03 | 94.76 | 92.7 | |
| CorDGTnegative sampling=random2026.03 | 94.7 | 93.2 | |
| DyGFormernegative sampling=random2026.03 | 94.54 | 92.63 | |
| FreeDyGnegative sampling=random2026.03 | 94.5 | 93.19 | |
| CAWNnegative sampling=random2026.03 | 92.73 | 90.4 | |
| GraphMixernegative sampling=random2026.03 | 91.19 | 89.3 | |
| TGNnegative sampling=random2026.03 | 88.12 | 86.68 | |
| DyRepnegative sampling=random2026.03 | 57.48 | 58.08 | |
| CTANnegative sampling=random2026.03 | 49.78 | 48.58 |