ResearchBenchmarksTime series forecasting on Tourism Monthly (Median RMSE)Follow499.86Median RMSEDeepAR469.844672.452875.061,077.668May 11, 2026Evaluation ResultsMethodMethodLinksMedian RMSEDeepAR2026.05499.86Adaptive MoEFramework=PyTorchFramework=PyTorch2026.05547.46WaveNet2026.05579.2FFNNFramework=GluonTSFramework=GluonTS2026.05579.34N-BEATS2026.05595.1PR2026.05596.26ETS2026.05598.88ARIMA2026.05606.49CatBoost2026.05619.82Transformer2026.05644.67TBATS2026.05670.85Theta2026.05675.1SES2026.051,250.26