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ResearchFormerly WizWand

Time Series Forecasting on Tourism Monthly (Mean RMSE)

2,270.84Mean RMSEAdaptive MoE
2,080.09963,367.59734,655.0955,942.5927May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Adaptive MoEFramework=PyTorch2026.052,270.84
ETS2026.052,542.96
DeepAR2026.052,599.72
N-BEATS2026.052,611.28
FFNNFramework=GluonTS2026.052,612.89
Theta2026.052,701.96
PR2026.052,739.43
Transformer2026.052,991.93
WaveNet2026.053,022.02
CatBoost2026.053,118.01
ARIMA2026.053,124.1
TBATS2026.053,661.5
SES2026.057,039.35