Long-term forecasting on Weather standard (test) benchmark leaderboard · SOTA2 Research

Long-term forecasting on Weather standard (test)

0.026MSEMulti-Scale Residual-Aware Representation Learning Pipeline

Evaluation Results

Method
Multi-Scale Residual-Aware Representation Learning Pipeline2026.06	0.026	0.048
TimeMixer2026.04	0.222	0.262
TSMixer2026.04	0.225	0.264
PatchTST2026.04	0.241	0.264
ST-PT2026.04	0.245	0.276
TimesNet2026.04	0.251	0.294
Crossformer2026.04	0.38	0.442