Dynamic Link Prediction on LastFM LRT (Transductive)
93.79AUC-ROCCTDG-SSM
Evaluation Results
| Method | Links | |
|---|---|---|
| CTDG-SSMSetup=Transductive, Negative Sampling Strategy=random2026.06 | 93.79 | |
| DyGmambaSetup=Transductive, Negative Sampling Strategy=random2026.06 | 93.31 | |
| DyGFormerSetup=Transductive, Negative Sampling Strategy=random2026.06 | 93.03 | |
| CAWNSetup=Transductive, Negative Sampling Strategy=random2026.06 | 85.92 | |
| CTANSetup=Transductive, Negative Sampling Strategy=random2026.06 | 85.12 | |
| TGNSetup=Transductive, Negative Sampling Strategy=random2026.06 | 76.64 | |
| GraphMixerSetup=Transductive, Negative Sampling Strategy=random2026.06 | 73.51 | |
| TGATSetup=Transductive, Negative Sampling Strategy=random2026.06 | 71.47 | |
| DyRepSetup=Transductive, Negative Sampling Strategy=random2026.06 | 71.4 | |
| TCLSetup=Transductive, Negative Sampling Strategy=random2026.06 | 71.09 | |
| JODIESetup=Transductive, Negative Sampling Strategy=random2026.06 | 70.89 |