Time Series Analysis on ETTh2 (168) Multivariate

Metric: MSE (lower is better)

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#	Model↕	MSE▲	Extra Data	Paper	Date↕	Code
1	SCINet	0.342	No	SCINet: Time Series Modeling and Forecasting wit...	2021-06-17	Code
2	Informer	1.512	No	Informer: Beyond Efficient Transformer for Long ...	2020-12-14	Code
3	Transformer	1.6225	No	Long-term series forecasting with Query Selector...	2021-07-19	Code
4	QuerySelector	1.7385	No	Long-term series forecasting with Query Selector...	2021-07-19	Code

#1SCINetSOTA
0.342
MSE· 2021-06-17
SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction Code
#2InformerSOTA
1.512
MSE· 2020-12-14
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Code
#3Transformer
1.6225
MSE· 2021-07-19
Long-term series forecasting with Query Selector -- efficient model of sparse attention Code
#4QuerySelector
1.7385
MSE· 2021-07-19
Long-term series forecasting with Query Selector -- efficient model of sparse attention Code