Time Series Forecasting on ETTh1 (MAE, RMSE, MAPE) benchmark leaderboard · SOTA2 Research

Time Series Forecasting on ETTh1 (MAE, RMSE, MAPE)

1.53MAETSNN

Evaluation Results

Method	Links
TSNN2026.05		1.53	3.16	61.86
STID2026.05		1.64	3.5	65.36
STNorm2026.05		1.78	3.32	62.25
RLinear2026.05		1.82	3.96	74.19
Informer2026.05		1.87	3.38	64
FITS2026.05		1.88	4.01	77.61
DeepNPTS2026.05		1.92	4.02	76.17
DLinear2026.05		1.96	4.02	75.85
VAR2026.05		2.28	3.96	67.72
HI2026.05		3.2	6.5	113.73