ResearchBenchmarksTime Series Forecasting on M4 QuarterlyFollow0.022Average Running Time (s)AutoETS-0.039840.377580.7951.21242Apr 17, 2026Evaluation ResultsMethodMethodLinksAverage Running Time (s)AutoETS2026.040.022AutoTheta2026.040.063AutoARIMA2026.040.239LbCNNM-MQR2026.040.251DeepAR2026.041.172DeepTCN2026.041.568