Dynamic Link Prediction on LastFM LRT (Inductive)
94.49AUC-ROCCTDG-SSM
Evaluation Results
| Method | Links | |
|---|---|---|
| CTDG-SSMSetup=Inductive, Negative Sampling Strategy=random2026.06 | 94.49 | |
| DyGmambaSetup=Inductive, Negative Sampling Strategy=random2026.06 | 94.42 | |
| DyGFormerSetup=Inductive, Negative Sampling Strategy=random2026.06 | 94.17 | |
| CAWNSetup=Inductive, Negative Sampling Strategy=random2026.06 | 89.33 | |
| DyRepSetup=Inductive, Negative Sampling Strategy=random2026.06 | 83.47 | |
| JODIESetup=Inductive, Negative Sampling Strategy=random2026.06 | 83.13 | |
| GraphMixerSetup=Inductive, Negative Sampling Strategy=random2026.06 | 82.07 | |
| TCLSetup=Inductive, Negative Sampling Strategy=random2026.06 | 81.38 | |
| TGNSetup=Inductive, Negative Sampling Strategy=random2026.06 | 81.18 | |
| TGATSetup=Inductive, Negative Sampling Strategy=random2026.06 | 78.4 | |
| CTANSetup=Inductive, Negative Sampling Strategy=random2026.06 | 60.4 |