ResearchBenchmarksFlow Rate Prediction on Dataset 4 SM2Follow0.159RMSEHSTGNN0.1562160.1750080.19380.212592Apr 11, 2026Evaluation ResultsMethodMethodLinksRMSEMAEHSTGNN2026.040.1590.0874LSTM2026.040.1660.1002GRU-GCN2026.040.1730.0951GCN2026.040.18660.1064DGC2026.040.18790.10671D-CNN2026.040.22860.1421