Dynamic Link Prediction on Wikipedia Transductive
99.33AUC-ROCCTDG-SSM
Evaluation Results
| Method | Links | |
|---|---|---|
| CTDG-SSMSetup=Transductive, Negative Sampling Strategy=random2026.06 | 99.33 | |
| DyGmambaSetup=Transductive, Negative Sampling Strategy=random2026.06 | 99.08 | |
| DyGFormerSetup=Transductive, Negative Sampling Strategy=random2026.06 | 98.92 | |
| CAWNSetup=Transductive, Negative Sampling Strategy=random2026.06 | 98.54 | |
| TGNSetup=Transductive, Negative Sampling Strategy=random2026.06 | 98.37 | |
| TCLSetup=Transductive, Negative Sampling Strategy=random2026.06 | 97.27 | |
| CTANSetup=Transductive, Negative Sampling Strategy=random2026.06 | 97 | |
| GraphMixerSetup=Transductive, Negative Sampling Strategy=random2026.06 | 96.89 | |
| TGATSetup=Transductive, Negative Sampling Strategy=random2026.06 | 96.6 | |
| JODIESetup=Transductive, Negative Sampling Strategy=random2026.06 | 96.36 | |
| DyRepSetup=Transductive, Negative Sampling Strategy=random2026.06 | 94.43 |