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Benchmarks
Univariate long sequence time-series forecasting on ECL
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0.432
MSE
S4
0.16852
1.94701
3.7255
5.50399
Oct 31, 2021
MSE
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
MAE
S4
2021.10
0.432
0.497
Informer
2021.10
0.582
0.608
LogTrans
2021.10
0.624
0.645
DeepAR
2021.10
0.657
0.683
ARIMA
2021.10
1.37
0.982
LSTMa
2021.10
1.545
1.006
Prophet
2021.10
6.901
4.264
Reformer
2021.10
7.019
5.105
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