Dynamic Link Prediction on UN Trade random negative sampling inductive
65.4APTFWaveFormer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TFWaveFormernegative sampling=random2026.03 | 65.4 | 67.49 | |
| CAWNnegative sampling=random2026.03 | 65.24 | 67.05 | |
| DyGFormernegative sampling=random2026.03 | 64.55 | 67.25 | |
| DyGMambanegative sampling=random2026.03 | 64.25 | 66.76 | |
| GraphMixernegative sampling=random2026.03 | 62.17 | 63.48 | |
| TGNnegative sampling=random2026.03 | 58.31 | 59.99 | |
| DyRepnegative sampling=random2026.03 | 57.02 | 58.82 | |
| FreeDyGnegative sampling=random2026.03 | 50 | 50 | |
| CorDGTnegative sampling=random2026.03 | 50 | 50 | |
| CTANnegative sampling=random2026.03 | 50 | 50 |