Multivariate long-term forecasting on Weather v1 (test) benchmark leaderboard · SOTA2 Research

Multivariate long-term forecasting on Weather v1 (test)

0.141MSEPMDformer

Evaluation Results

Method	Links
PMDformer2026.06		0.141	0.181
PatchTST2026.06		0.149	0.199
MICN2024.11		0.161	0.229
TexFilter2024.11		0.162	0.207
PaiFilter2024.11		0.164	0.21
FreTS2024.11		0.174	0.208
PMDformer2026.06		0.217	0.251
MICN2025.12		0.242	0.299
STELLA2025.12		0.243	0.265
PatchTST2025.12		0.257	0.28
iTransformer2025.12		0.257	0.279
Crossformer2025.12		0.259	0.315
TimesNet2025.12		0.259	0.287
TimeLLM2025.12		0.264	0.284
DLinear2025.12		0.265	0.317
TiDE2025.12		0.271	0.32
GPT4TS2025.12		0.279	0.297
NSformer2025.12		0.288	0.314
FEDformer2025.12		0.309	0.36
Autoformer2025.12		0.338	0.382
Informer2025.12		0.634	0.548
Reformer2025.12		0.803	0.656