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Benchmarks
Multivariate Time Series Forecasting on ETTH1 (FL=336)
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0.421
MSE
CI-TSMixer-Best
0.38156
0.64778
0.914
1.18022
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
CI-TSMixer-Best
FL=336
2023.06
0.421
-
ARM
Input Length (LI)=720
2024.03
0.421
0.431
PatchTST
Input Length (LI)=best...
2024.03
0.422
0.44
CATS
Input Length (LI)=720,...
2024.03
0.423
0.437
DLinear
Input Length (LI)=best...
2024.03
0.439
0.443
FEDformer
Input Length (LI)=best...
2024.03
0.444
0.462
LightTS
FL=336
2023.06
0.466
-
Autoformer
Input Length (LI)=best...
2024.03
0.486
0.487
Informer
Input Length (LI)=best...
2024.03
1.038
0.784
Repeat
Strategy=Last-value re...
2024.03
1.323
0.744
S4
FL=336
2023.06
1.407
-
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