ResearchBenchmarksFlow Rate Prediction on Dataset 4 SM1Follow0.1803RMSEHSTGNN0.1778160.1945830.211350.228117Apr 11, 2026Evaluation ResultsMethodMethodLinksRMSEMAEHSTGNN2026.040.18030.0974LSTM2026.040.19080.1208GRU-GCN2026.040.19340.1018GCN2026.040.21270.1187DGC2026.040.21370.11921D-CNN2026.040.24240.1492