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Temporal Link Prediction on Reddit-body

39.06MRRPromptDyG
5.561614.258322.95531.6517Jun 22, 2026

Evaluation results

MethodLinks
PromptDyGModel Category=TTA-based models2026.0639.066.81
Roland-GRU + GTransModel Category=TTA-based models, Base Model=Roland-GRU2026.0637.1260.26
Roland-GRUModel Category=DTDG models2026.0636.22—
Roland-GRU + MatchaModel Category=TTA-based models, Base Model=Roland-GRU2026.0634.4527.39
Roland-GRU + TentModel Category=TTA-based models, Base Model=Roland-GRU2026.0633.638.55
SFDyGModel Category=DTDG models2026.0632.71—
Roland-AverageModel Category=DTDG models2026.0628.68—
Roland-MLPModel Category=DTDG models2026.0626.89—
TGCNModel Category=DTDG models2026.0625.03—
GCRN-LSTMModel Category=DTDG models2026.0621.94—
GCRN-BaselineModel Category=DTDG models2026.0621.93—
GCRN-GRUModel Category=DTDG models2026.0621.9—
EvolveGCN-HModel Category=DTDG models2026.067.45—
EvolveGCN-OModel Category=DTDG models2026.066.85—