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ResearchFormerly WizWand

Dynamic Link Prediction on Reddit-Body (Live-update)

0.694MRRSiST-GNN
0.006560.185030.36350.54197May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SiST-GNNTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.050.694
ROLAND GRU-UpdateTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.050.362
TMetaNetTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.050.349
ROLAND MLP-UpdateTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.050.291
ROLAND Moving-Avg.Training Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.050.289
T-GCNTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.050.251
GCRN-BaselineTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.050.218
GCRN-GRUTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.050.217
GCRN-LSTMTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.050.216
EvolveGCN-HTraining Protocol=standard BPTT training, Evaluation Regime=Live-update2026.050.148
EvolveGCN-HTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.050.102
EvolveGCN-OTraining Protocol=ROLAND incremental training, Evaluation Regime=Live-update2026.050.033