ResearchBenchmarksInterval Forecasting on M4 QuarterlyFollow10.934MSISAutoETS10.0808815.8394421.59827.35656Apr 17, 2026Evaluation ResultsMethodMethodLinksMSISACDAutoETSalpha=0.05alpha=0.052026.0410.9343.85LbCNNM-MQRalpha=0.05alpha=0.052026.0411.2970.44AutoARIMAalpha=0.05alpha=0.052026.0411.9368.15LbCNNM-QRalpha=0.05alpha=0.052026.0412.1195.9AutoThetaalpha=0.05alpha=0.052026.0414.44415.6LbCNNM-CPalpha=0.05alpha=0.052026.0414.63515.83DeepTCNalpha=0.05alpha=0.052026.0419.9050.57DeepARalpha=0.05alpha=0.052026.0432.26225.91