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

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

0.223MSESTaT

Evaluation Results

Method	Links
STaT2026.05		0.223	0.261	4.598	0.153
Time-VLM2026.05		0.224	0.263	4.898	0.16
Time-LLM2026.05		0.226	0.258	4.908	0.158
PatchTST2026.05		0.226	0.264	4.92	0.157
GPT4TS2026.05		0.237	0.271	4.708	0.158
DLinear2026.05		0.249	0.3	5.101	0.173
TimeCMA2026.05		0.257	0.281	5.262	0.169
TimesNet2026.05		0.259	0.287	5.29	0.174
Stationary2026.05		0.288	0.314	5.199	0.162
FEDformer2026.05		0.309	0.36	6.351	0.145