Time Series Forecasting on ETTh1 -> ETTh2 (MSE, MAE, DTW, TDI) benchmark leaderboard · SOTA2 Research

Time Series Forecasting on ETTh1 -> ETTh2 (MSE, MAE, DTW, TDI)

0.338MSESTaT

Evaluation Results

Method	Links
STaT2026.05		0.338	0.381	6.172	0.13
Time-VLM2026.05		0.338	0.385	6.709	0.136
Time-LLM2026.05		0.353	0.387	7.872	0.162
PatchTST2026.05		0.38	0.405	6.673	0.148
GPT4TS2026.05		0.406	0.422	6.555	0.132
Time-LLM2026.05		0.479	0.474	8.932	0.098
STaT2026.05		0.492	0.472	7.402	0.078
DLinear2026.05		0.493	0.488	6.865	0.161
Time-VLM2026.05		0.496	0.48	8.376	0.089
PatchTST2026.05		0.565	0.513	8.601	0.108
DLinear2026.05		0.703	0.574	7.558	0.084
GPT4TS2026.05		0.757	0.578	8.334	0.086