Long-term Time Series Forecasting on Electricity (MSE, MAE, DTW, TDI) benchmark leaderboard · SOTA2 Research

Long-term Time Series Forecasting on Electricity (MSE, MAE, DTW, TDI)

0.159MSETime-LLM

Evaluation Results

Method	Links
Time-LLM2026.05		0.159	0.253	4.535	0.015
STaT2026.05		0.16	0.253	4.316	0.015
PatchTST2026.05		0.162	0.253	4.553	0.016
DLinear2026.05		0.166	0.264	4.45	0.017
GPT4TS2026.05		0.167	0.263	4.5	0.017
Time-VLM2026.05		0.172	0.272	4.653	0.016
TimesNet2026.05		0.193	0.295	4.916	0.018
Stationary2026.05		0.193	0.296	4.935	0.019
TimeCMA2026.05		0.195	0.294	4.608	0.017
FEDformer2026.05		0.214	0.327	5.537	0.02