Long-term forecasting on ETTm1 T=96 benchmark leaderboard · SOTA2 Research

Long-term forecasting on ETTm1 T=96

0.27MSEReNF

Evaluation Results

Method	Links
ReNF2025.09		0.27	0.325
AMD2024.06		0.284	0.339
PatchTST2024.06		0.29	0.342
TimeMixer2024.06		0.291	0.34
LeapTS2026.05		0.292	0.342
Phaseformer2026.05		0.293	0.344
TimeMixer2025.09		0.293	0.345
PatchTST2026.05		0.298	0.352
DLinear2024.06		0.299	0.343
Crossformer2026.05		0.306	0.353
TimeBase2026.05		0.311	0.351
FITS2026.05		0.313	0.357
MICN2024.06		0.314	0.36
MTS-Mixers2024.06		0.314	0.358
SparseTSF2026.05		0.314	0.359
iTransformer2026.05		0.315	0.369
Crossformer2024.06		0.316	0.373
FEDformer2024.06		0.326	0.39
TimeMixer2026.05		0.332	0.384
iTransformer2024.06		0.334	0.368
TimesNet2024.06		0.338	0.375
FEDformer2026.05		0.406	0.441