Time series forecasting on M4 Hourly (Median MAE) benchmark leaderboard · SOTA2 Research

Time series forecasting on M4 Hourly (Median MAE)

12Median MAECatBoost

Evaluation Results

Method	Links
CatBoost2026.05		12
Adaptive MoE2026.05		14.11
PR2026.05		14.21
Transformer2026.05		17.14
N-BEATS2026.05		18.66
WaveNet2026.05		19.77
FFNN2026.05		20.73
DeepAR2026.05		21.29
ARIMA2026.05		30.94
TBATS2026.05		33.77
SES2026.05		49.2
Theta2026.05		49.21
ETS2026.05		63.13