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Multivariate Time Series Forecasting on ETTH1 FL=720
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0.437
MSE
ARM
0.40092
0.64446
0.888
1.13154
Jun 14, 2023
Jul 28, 2023
Sep 10, 2023
Oct 24, 2023
Dec 7, 2023
Jan 20, 2024
Mar 4, 2024
MSE
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
MAE
ARM
Input Length (LI)=720
2024.03
0.437
0.459
CATS
Input Length (LI)=720,...
2024.03
0.441
0.465
CI-TSMixer-Best
FL=720
2023.06
0.444
-
PatchTST
Input Length (LI)=best...
2024.03
0.447
0.468
FEDformer
Input Length (LI)=best...
2024.03
0.469
0.492
DLinear
Input Length (LI)=best...
2024.03
0.472
0.49
Autoformer
Input Length (LI)=best...
2024.03
0.515
0.517
LightTS
FL=720
2023.06
0.542
-
Informer
Input Length (LI)=best...
2024.03
1.144
0.857
S4
FL=720
2023.06
1.162
-
Repeat
Strategy=Last-value re...
2024.03
1.339
0.756
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