Temporal Link Prediction on Bitcoin-OTC
20.04MRRPromptDyG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PromptDyGModel Category=TTA-based models2026.06 | 20.04 | 4.97 | |
| Roland-GRU + MatchaModel Category=TTA-based models, Base Model=Roland-GRU2026.06 | 19.55 | 22.56 | |
| Roland-GRU + GTransModel Category=TTA-based models, Base Model=Roland-GRU2026.06 | 19.42 | 24.87 | |
| Roland-GRU + TentModel Category=TTA-based models, Base Model=Roland-GRU2026.06 | 19.41 | 8.95 | |
| Roland-GRUModel Category=DTDG models2026.06 | 19.32 | — | |
| SFDyGModel Category=DTDG models2026.06 | 18.04 | — | |
| GCRN-BaselineModel Category=DTDG models2026.06 | 17.89 | — | |
| GCRN-LSTMModel Category=DTDG models2026.06 | 17.44 | — | |
| GCRN-GRUModel Category=DTDG models2026.06 | 17.26 | — | |
| Roland-MLPModel Category=DTDG models2026.06 | 16.12 | — | |
| Roland-AverageModel Category=DTDG models2026.06 | 12.15 | — | |
| EvolveGCN-HModel Category=DTDG models2026.06 | 9.57 | — | |
| TGCNModel Category=DTDG models2026.06 | 8.45 | — | |
| EvolveGCN-OModel Category=DTDG models2026.06 | 1.29 | — |