ResearchBenchmarksInterval Forecasting on M4 YearlyFollow33.046MSISLbCNNM-MQR31.130244.0618556.993569.92515Apr 17, 2026Evaluation ResultsMethodMethodLinksMSISACDLbCNNM-MQRalpha=0.05alpha=0.052026.0433.0461.7AutoETSalpha=0.05alpha=0.052026.0435.44510.88LbCNNM-QRalpha=0.05alpha=0.052026.0439.28511.77LbCNNM-CPalpha=0.05alpha=0.052026.0445.53319AutoThetaalpha=0.05alpha=0.052026.0452.61825.63AutoARIMAalpha=0.05alpha=0.052026.0453.04422.57DeepTCNalpha=0.05alpha=0.052026.0468.7310.46DeepARalpha=0.05alpha=0.052026.0480.9418.12