Long-term forecasting on ETTm2 T=192 benchmark leaderboard · SOTA2 Research

Long-term forecasting on ETTm2 T=192

0.216MSELeapTS

Evaluation Results

Method	Links
LeapTS2026.05		0.216	0.29
TimeBase2026.05		0.218	0.293
Phaseformer2026.05		0.219	0.293
PatchTST2026.05		0.219	0.298
SparseTSF2026.05		0.219	0.297
AMD2024.06		0.221	0.294
TimeMixer2024.06		0.223	0.295
PatchTST2024.06		0.223	0.296
DLinear2024.06		0.224	0.303
iTransformer2026.05		0.239	0.314
SIGMA2026.05		0.239	0.299
WPMixer2026.05		0.24	0.299
MTS-Mixers2024.06		0.241	0.303
TimeMixer2026.05		0.241	0.302
MultiPatch.2026.05		0.243	0.304
MICN2024.06		0.245	0.316
AMD2026.05		0.246	0.306
TimesNet2024.06		0.249	0.309
iTransformer2024.06		0.25	0.309
MSGNet2026.05		0.25	0.308
FEDformer2024.06		0.252	0.318
TimesNet2026.05		0.257	0.309
FITS2026.05		0.271	0.328
MICN2026.05		0.278	0.352
TimeMixer2026.05		0.307	0.362
Crossformer2026.05		0.35	0.412
FEDformer2026.05		0.397	0.452
Crossformer2024.06		0.503	0.519
Pyra.2026.05		0.676	0.623