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Time Series Forecasting on ETTm2 (MSE)

0.0293MSE

UniCast

Updated 1mo ago

Evaluation Results

Method	Links
UniCast 2025.08		0.0293
UniCast 2025.08		0.0307
Chronos 2025.08		0.0357
Moirai 2025.08		0.0628
Chronos 2025.08		0.0828
Timer 2025.08		0.0837
TTM 2025.08		0.1213
ms-Mamba 2025.04		0.175
PatchTST 2025.04		0.175
S-Mamba 2025.04		0.179
iTransformer 2025.04		0.18
RLinear 2025.04		0.182
TimesNet 2025.04		0.187
DLinear 2025.04		0.193
FEDformer 2025.04		0.203
TiDE 2025.04		0.207
Timer 2025.08		0.2203
MOMENT 2025.08		0.2222
PatchTST 2025.04		0.241
ms-Mamba 2025.04		0.244
RLinear 2025.04		0.246
TimesNet 2025.04		0.249
S-Mamba 2025.04		0.25
iTransformer 2025.04		0.25
Autoformer 2025.04		0.255
FEDformer 2025.04		0.269
Autoformer 2025.04		0.281
PatchTST 2025.04		0.281
ms-Mamba 2025.04		0.283
DLinear 2025.04		0.284
RLinear 2025.04		0.286
Crossformer 2025.04		0.287
S-Mamba 2025.04		0.288
iTransformer 2025.04		0.288
TiDE 2025.04		0.29
TimesNet 2025.04		0.291
PatchTST 2025.04		0.305
FEDformer 2025.04		0.305
ms-Mamba 2025.04		0.306
RLinear 2025.04		0.307
iTransformer 2025.04		0.311
S-Mamba 2025.04		0.312
TimesNet 2025.04		0.321
FEDformer 2025.04		0.325
Autoformer 2025.04		0.327
Autoformer 2025.04		0.339
DLinear 2025.04		0.35
TiDE 2025.04		0.358
DLinear 2025.04		0.369
TiDE 2025.04		0.377
PatchTST 2025.04		0.402
ms-Mamba 2025.04		0.407
RLinear 2025.04		0.407
TimesNet 2025.04		0.408
S-Mamba 2025.04		0.411
iTransformer 2025.04		0.412
Crossformer 2025.04		0.414
FEDformer 2025.04		0.421
Autoformer 2025.04		0.433
TimesFM 2025.08		0.4376
DLinear 2025.04		0.554
TiDE 2025.04		0.558
Crossformer 2025.04		0.597
Crossformer 2025.04		0.757
Crossformer 2025.04		1.73
TimesFM 2025.08		2.0153