Dynamic Link Prediction on MOOC Inductive LRT (AUC-ROC)
98.67AUC-ROCCTDG-SSM
Evaluation Results
| Method | Links | |
|---|---|---|
| CTDG-SSMSetup=Inductive, Negative Sampling Strategy=random2026.06 | 98.67 | |
| DyGmambaSetup=Inductive, Negative Sampling Strategy=random2026.06 | 88.64 | |
| TGNSetup=Inductive, Negative Sampling Strategy=random2026.06 | 88.01 | |
| DyGFormerSetup=Inductive, Negative Sampling Strategy=random2026.06 | 87.05 | |
| TGATSetup=Inductive, Negative Sampling Strategy=random2026.06 | 85.28 | |
| TCLSetup=Inductive, Negative Sampling Strategy=random2026.06 | 82.28 | |
| GraphMixerSetup=Inductive, Negative Sampling Strategy=random2026.06 | 81.38 | |
| CAWNSetup=Inductive, Negative Sampling Strategy=random2026.06 | 81.32 | |
| JODIESetup=Inductive, Negative Sampling Strategy=random2026.06 | 80.57 | |
| DyRepSetup=Inductive, Negative Sampling Strategy=random2026.06 | 80.5 | |
| CTANSetup=Inductive, Negative Sampling Strategy=random2026.06 | 64.99 |