ResearchBenchmarksTime Series Forecasting on Saugeen River Flow (MASE, Runtime)Follow1.41MASEAdaptive MoE1.38481.55491.7251.8951May 11, 2026Evaluation ResultsMethodMethodLinksMASERuntime (s)Adaptive MoE2026.051.4110.49TBATS2026.051.4335.31ETS2026.051.4315.73WaveNet2026.051.46989.35Theta2026.051.480.1FFNN2026.051.5141.79CatBoost2026.051.552.15Transformer2026.051.62221.12PR2026.051.670.06ARIMA2026.051.917.35DeepAR2026.051.98259.77N-BEATS2026.051.981,228.36SES2026.052.040.08