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Long-term forecasting on ETTm2 T=192

0.216MSE

LeapTS

Updated 2d ago

Evaluation Results

Method	Links
LeapTS 2026.05		0.216	0.29
TimeBase 2026.05		0.218	0.293
Phaseformer 2026.05		0.219	0.293
PatchTST 2026.05		0.219	0.298
SparseTSF 2026.05		0.219	0.297
AMD 2024.06		0.221	0.294
TimeMixer 2024.06		0.223	0.295
PatchTST 2024.06		0.223	0.296
DLinear 2024.06		0.224	0.303
iTransformer 2026.05		0.239	0.314
SIGMA 2026.05		0.239	0.299
WPMixer 2026.05		0.24	0.299
MTS-Mixers 2024.06		0.241	0.303
TimeMixer 2026.05		0.241	0.302
MultiPatch. 2026.05		0.243	0.304
MICN 2024.06		0.245	0.316
AMD 2026.05		0.246	0.306
TimesNet 2024.06		0.249	0.309
iTransformer 2024.06		0.25	0.309
MSGNet 2026.05		0.25	0.308
FEDformer 2024.06		0.252	0.318
TimesNet 2026.05		0.257	0.309
FITS 2026.05		0.271	0.328
MICN 2026.05		0.278	0.352
TimeMixer 2026.05		0.307	0.362
Crossformer 2026.05		0.35	0.412
FEDformer 2026.05		0.397	0.452
Crossformer 2024.06		0.503	0.519
Pyra. 2026.05		0.676	0.623