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Login Time Prediction on Baidu Ads 30-day horizon

11.09NRMSEHT-GNN
7.595631.182854.7778.3572Jan 19, 2026

Evaluation results

MethodLinks
HT-GNN2026.0111.094.699.8799.79
MDME2026.0147.1218.9189.9387.62
HST-GT2026.0156.5724.3190.6787.87
expLTV2026.0169.8331.2391.3388.91
ZILN2026.0178.3143.8680.0281.2
XGBoost2026.0198.4559.8973.8476.93