Time Series Forecasting on M4 Hourly (Median RMSE) benchmark leaderboard · SOTA2 Research

Time Series Forecasting on M4 Hourly (Median RMSE)

17.25Median RMSECatBoost

Evaluation Results

Method	Links
CatBoost2026.05		17.25
PR2026.05		19.89
Adaptive MoE2026.05		19.89
Transformer2026.05		23.82
FFNN2026.05		26.87
WaveNet2026.05		26.91
N-BEATS2026.05		27.64
DeepAR2026.05		28.96
ARIMA2026.05		39.97
TBATS2026.05		42.9
SES2026.05		61.4
Theta2026.05		61.58
ETS2026.05		78.21