Temporal Link Prediction on Bitcoin-Alpha
17.32MRRPromptDyG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PromptDyGModel Category=TTA-based models2026.06 | 17.32 | 3.2 | |
| Roland-GRU + MatchaModel Category=TTA-based models, Base Model=Roland-GRU2026.06 | 16.75 | 14.07 | |
| Roland-GRU + GTransModel Category=TTA-based models, Base Model=Roland-GRU2026.06 | 16.51 | 15.46 | |
| Roland-GRU + TentModel Category=TTA-based models, Base Model=Roland-GRU2026.06 | 16.37 | 5.45 | |
| SFDyGModel Category=DTDG models2026.06 | 15.83 | — | |
| Roland-GRUModel Category=DTDG models2026.06 | 15.47 | — | |
| GCRN-BaselineModel Category=DTDG models2026.06 | 14.56 | — | |
| GCRN-GRUModel Category=DTDG models2026.06 | 14.53 | — | |
| GCRN-LSTMModel Category=DTDG models2026.06 | 14.41 | — | |
| Roland-MLPModel Category=DTDG models2026.06 | 13.13 | — | |
| Roland-AverageModel Category=DTDG models2026.06 | 9.25 | — | |
| EvolveGCN-HModel Category=DTDG models2026.06 | 8.05 | — | |
| TGCNModel Category=DTDG models2026.06 | 7.49 | — | |
| EvolveGCN-OModel Category=DTDG models2026.06 | 2.49 | — |