Time Series Forecasting on ETTh2 (192) Univariate

Metric: MSE (lower is better)

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#	Model↕	MSE▲	Extra Data	Paper	Date↕	Code
1	PatchMixer	0.147	No	PatchMixer: A Patch-Mixing Architecture for Long...	2023-10-01	Code
2	SegRNN	0.158	No	SegRNN: Segment Recurrent Neural Network for Lon...	2023-08-22	Code
3	NLinear	0.169	No	Are Transformers Effective for Time Series Forec...	2022-05-26	Code
4	PatchTST/64	0.171	No	A Time Series is Worth 64 Words: Long-term Forec...	2022-11-27	Code
5	DLinear	0.176	No	Are Transformers Effective for Time Series Forec...	2022-05-26	Code
6	FiLM	0.182	No	FiLM: Frequency improved Legendre Memory Model f...	2022-05-18	Code

#1PatchMixerSOTA
0.147
MSE· 2023-10-01
PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting Code
#2SegRNNSOTA
0.158
MSE· 2023-08-22
SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting Code
#3NLinearSOTA
0.169
MSE· 2022-05-26
Are Transformers Effective for Time Series Forecasting?Code
#4PatchTST/64
0.171
MSE· 2022-11-27
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers Code
#5DLinearSOTA
0.176
MSE· 2022-05-26
Are Transformers Effective for Time Series Forecasting?Code
#6FiLMSOTA
0.182
MSE· 2022-05-18
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting Code