Dynamic Link Prediction on Bitcoin-OTC (Live-update)
0.551MRRSiST-GNN
Evaluation results
| Method | Links | |
|---|---|---|
| SiST-GNNTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.551 | |
| ROLAND GRU-UpdateTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.194 | |
| GCRN-BaselineTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.183 | |
| TMetaNetTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.18 | |
| GCRN-LSTMTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.174 | |
| GCRN-GRUTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.173 | |
| ROLAND MLP-UpdateTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.154 | |
| GCRN-BaselineTraining Protocol=standard BPTT training, Evaluation Regime=Live-update2026.05 | 0.152 | |
| T-GCNTraining Protocol=standard BPTT training, Evaluation Regime=Live-update2026.05 | 0.128 | |
| ROLAND Moving-Avg.Training Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.12 | |
| EvolveGCN-OTraining Protocol=standard BPTT training, Evaluation Regime=Live-update2026.05 | 0.085 | |
| T-GCNTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.083 | |
| EvolveGCN-HTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.076 | |
| EvolveGCN-HTraining Protocol=standard BPTT training, Evaluation Regime=Live-update2026.05 | 0.067 | |
| EvolveGCN-OTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.032 |