Temporal Link Prediction on Bitcoin-Alpha (AUROC, F1-Score)
94.73AUROC+GTrans
Evaluation results
| Method | Links | ||
|---|---|---|---|
| +GTransModel Category=TTA models2026.06 | 94.73 | 89.55 | |
| PromptDyGModel Category=TTA models2026.06 | 94.65 | 89.76 | |
| +TentModel Category=TTA models2026.06 | 94.56 | 89.65 | |
| +MatchaModel Category=TTA models2026.06 | 94.26 | 88.34 | |
| Roland-GRUModel Category=DTDG models2026.06 | 94.17 | 87.47 | |
| Roland-AverageModel Category=DTDG models2026.06 | 92.49 | 85.58 | |
| GCRN-BaselineModel Category=DTDG models2026.06 | 91.53 | 84.59 | |
| GCRN-LSTMModel Category=DTDG models2026.06 | 91.48 | 84.26 | |
| GCRN-GRUModel Category=DTDG models2026.06 | 91.39 | 83.74 | |
| SFDyGModel Category=DTDG models2026.06 | 90.12 | 86.67 | |
| Roland-MLPModel Category=DTDG models2026.06 | 87.98 | 57.1 | |
| TGCNModel Category=DTDG models2026.06 | 87.71 | 78.48 | |
| EvolveGCN-HModel Category=DTDG models2026.06 | 57.1 | 48.16 | |
| EvolveGCN-OModel Category=DTDG models2026.06 | 50.38 | 58.51 |