Long-term multivariate forecasting on ECL Full-shot (test) benchmark leaderboard · SOTA2 Research

Long-term multivariate forecasting on ECL Full-shot (test)

0.158MSEMoHETS

Evaluation Results

Method	Links
MoHETS2026.01		0.158	0.251
TimeXer2026.01		0.171	0.27
SOFTS2026.01		0.174	0.264
iTransformer2026.01		0.178	0.27
TimeMixer2026.01		0.182	0.272
TimesNet2026.01		0.192	0.295
PatchTST2026.01		0.205	0.29
DLinear2026.01		0.212	0.3
FEDformer2026.01		0.214	0.327
Crossformer2026.01		0.244	0.334
TiDE2026.01		0.251	0.344