Temporal Link Prediction on AS-733
34.48MRRPromptDyG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PromptDyGModel Category=TTA-based models2026.06 | 34.48 | 3.85 | |
| GCRN-GRUModel Category=DTDG models2026.06 | 34.43 | — | |
| TGCNModel Category=DTDG models2026.06 | 34.4 | — | |
| GCRN-LSTMModel Category=DTDG models2026.06 | 34.11 | — | |
| Roland-GRU + GTransModel Category=TTA-based models, Base Model=Roland-GRU2026.06 | 33.94 | 26.25 | |
| SFDyGModel Category=DTDG models2026.06 | 33.91 | — | |
| Roland-GRUModel Category=DTDG models2026.06 | 33.81 | — | |
| GCRN-BaselineModel Category=DTDG models2026.06 | 33.63 | — | |
| Roland-GRU + MatchaModel Category=TTA-based models, Base Model=Roland-GRU2026.06 | 32.06 | 17.57 | |
| Roland-GRU + TentModel Category=TTA-based models, Base Model=Roland-GRU2026.06 | 31.35 | 6.71 | |
| Roland-MLPModel Category=DTDG models2026.06 | 30.08 | — | |
| EvolveGCN-HModel Category=DTDG models2026.06 | 30.04 | — | |
| Roland-AverageModel Category=DTDG models2026.06 | 27.49 | — | |
| EvolveGCN-OModel Category=DTDG models2026.06 | 17.99 | — |