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ResearchFormerly WizWand

Time Series Forecasting on M4 Hourly (Median RMSE)

17.25Median RMSECatBoost
14.811631.270847.7364.1892May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CatBoost2026.0517.25
PR2026.0519.89
Adaptive MoEFramework=PyTorch2026.0519.89
Transformer2026.0523.82
FFNNFramework=GluonTS2026.0526.87
WaveNet2026.0526.91
N-BEATS2026.0527.64
DeepAR2026.0528.96
ARIMA2026.0539.97
TBATS2026.0542.9
SES2026.0561.4
Theta2026.0561.58
ETS2026.0578.21