Temporal Link Prediction on UCI
12.48MRRPromptDyG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PromptDyGModel Category=TTA-based models2026.06 | 12.48 | 9.15 | |
| Roland-GRU + TentModel Category=TTA-based models, Base Model=Roland-GRU2026.06 | 12.25 | 19.2 | |
| SFDyGModel Category=DTDG models2026.06 | 11.43 | — | |
| Roland-GRUModel Category=DTDG models2026.06 | 10.65 | — | |
| Roland-GRU + GTransModel Category=TTA-based models, Base Model=Roland-GRU2026.06 | 10.64 | 29.8 | |
| Roland-GRU + MatchaModel Category=TTA-based models, Base Model=Roland-GRU2026.06 | 10.41 | 45.68 | |
| GCRN-GRUModel Category=DTDG models2026.06 | 9.99 | — | |
| Roland-MLPModel Category=DTDG models2026.06 | 9.96 | — | |
| GCRN-LSTMModel Category=DTDG models2026.06 | 9.46 | — | |
| EvolveGCN-HModel Category=DTDG models2026.06 | 8.86 | — | |
| GCRN-BaselineModel Category=DTDG models2026.06 | 8.65 | — | |
| Roland-AverageModel Category=DTDG models2026.06 | 6.94 | — | |
| EvolveGCN-OModel Category=DTDG models2026.06 | 6.39 | — | |
| TGCNModel Category=DTDG models2026.06 | 6.27 | — |