Dynamic Link Prediction on Reddit-Title (Live-update)
0.72MRRSiST-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| SiST-GNNTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.72 | |
| TMetaNetTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.427 | |
| ROLAND GRU-UpdateTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.425 | |
| ROLAND MLP-UpdateTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.395 | |
| T-GCNTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.391 | |
| ROLAND Moving-Avg.Training Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.362 | |
| GCRN-BaselineTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.351 | |
| GCRN-LSTMTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.344 | |
| GCRN-GRUTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.338 | |
| EvolveGCN-HTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.165 | |
| EvolveGCN-OTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.05 | 0.047 |