Dynamic Link Prediction on AS-733 (Live-update)
59.9MRRSiST-GNN
Evaluation results
| Method | Links | |
|---|---|---|
| SiST-GNNTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 59.9 | |
| TMetaNetTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 34.7 | |
| GCRN-GRUTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 34.4 | |
| T-GCNTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 34.3 | |
| GCRN-LSTMTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 34.1 | |
| ROLAND GRU-UpdateTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 34 | |
| GCRN-BaselineTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 33.6 | |
| ROLAND MLP-UpdateTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 32.9 | |
| ROLAND Moving-Avg.Training Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 30.9 | |
| EvolveGCN-HTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 25.1 | |
| EvolveGCN-OTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 16.3 |