Dynamic Link Prediction on Bitcoin-Alpha (Live-update)
0.519MRRSiST-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| SiST-GNNTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.519 | |
| TMetaNetTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.176 | |
| ROLAND GRU-UpdateTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.157 | |
| ROLAND MLP-UpdateTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.148 | |
| GCRN-LSTMTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.146 | |
| GCRN-BaselineTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.145 | |
| GCRN-BaselineTraining Protocol=standard BPTT training, Evaluation Regime=Live-update2026.05 | 0.141 | |
| GCRN-GRUTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.14 | |
| ROLAND Moving-Avg.Training Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.096 | |
| T-GCNTraining Protocol=standard BPTT training, Evaluation Regime=Live-update2026.05 | 0.088 | |
| EvolveGCN-HTraining Protocol=standard BPTT training, Evaluation Regime=Live-update2026.05 | 0.079 | |
| EvolveGCN-OTraining Protocol=standard BPTT training, Evaluation Regime=Live-update2026.05 | 0.071 | |
| T-GCNTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.069 | |
| EvolveGCN-HTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.054 | |
| EvolveGCN-OTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.034 |