ResearchBenchmarksTime Series Forecasting on M4 Hourly (Mean MAE)Follow257.39Mean MAEPR133.3616970.55331,807.7452,644.9367May 11, 2026Evaluation ResultsMethodMethodLinksMean MAEPR2026.05257.39CatBoost2026.05291.35N-BEATS2026.05298.58Adaptive MoE2026.05341.76DeepAR2026.05356.36WaveNet2026.05365.78Transformer2026.05369.59TBATS2026.05385.82FFNN2026.05417.22ARIMA2026.05644.76SES2026.051,218.06Theta2026.051,220.97ETS2026.053,358.1