ResearchBenchmarksTime Series Forecasting on Tourism Monthly (Mean MAE)Follow1,812.45Mean MAEAdaptive MoE1,672.8642,615.06953,557.2754,499.4805May 11, 2026Evaluation ResultsMethodMethodLinksMean MAEAdaptive MoE2026.051,812.45ETS2026.052,004.51N-BEATS2026.052,029.6Theta2026.052,069.96DeepAR2026.052,087.1FFNN2026.052,148.48PR2026.052,187.28WaveNet2026.052,356.97Transformer2026.052,455.83CatBoost2026.052,513.13ARIMA2026.052,528.53TBATS2026.052,940.1SES2026.055,302.1