ResearchBenchmarksCausal Discovery on CausalTime Traffic D=40, T=19200 (test)Follow0.773AUROCGCD0.49220.56510.6380.7109Jul 15, 2025Evaluation ResultsMethodMethodLinksAUROCAUPRCGCD2025.070.7730.639CUTS+2025.070.6170.636CR-VAE2025.070.6050.376cLSTM2025.070.6030.358eSRU2025.070.5980.488cMLP2025.070.5510.256GVAR2025.070.5360.379TCDF2025.070.5030.363