Long-term time series forecasting on Traffic (MSE, MAE, DTW, TDI) benchmark leaderboard · SOTA2 Research

Long-term time series forecasting on Traffic (MSE, MAE, DTW, TDI)

0.388MSETime-LLM

Evaluation Results

Method	Links
Time-LLM2026.05		0.388	0.264	6.763	0.012
PatchTST2026.05		0.391	0.264	6.823	0.012
STaT2026.05		0.396	0.267	6.742	0.011
GPT4TS2026.05		0.414	0.295	6.873	0.012
Time-VLM2026.05		0.419	0.304	6.972	0.012
DLinear2026.05		0.434	0.295	6.848	0.012
TimeCMA2026.05		0.538	0.354	6.364	0.014
FEDformer2026.05		0.61	0.376	8.402	0.014
TimesNet2026.05		0.62	0.336	7.745	0.013
Stationary2026.05		0.624	0.34	7.792	0.013