Dynamic Link Prediction on MOOC random negative sampling (inductive)
90.26APTFWaveFormer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TFWaveFormernegative sampling=random2026.03 | 90.26 | 91.81 | |
| TGNnegative sampling=random2026.03 | 89.04 | 91.24 | |
| DyGMambanegative sampling=random2026.03 | 88.64 | 89.34 | |
| FreeDyGnegative sampling=random2026.03 | 88.05 | 88.3 | |
| DyGFormernegative sampling=random2026.03 | 86.96 | 87.62 | |
| CorDGTnegative sampling=random2026.03 | 83.74 | 84.9 | |
| CAWNnegative sampling=random2026.03 | 81.42 | 81.86 | |
| GraphMixernegative sampling=random2026.03 | 81.41 | 82.77 | |
| DyRepnegative sampling=random2026.03 | 81.07 | 84.03 | |
| CTANnegative sampling=random2026.03 | 64.99 | 66.38 |