Time Series Analysis on ETTh1 (720) Multivariate

Metric: MAE (lower is better)

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	SegRNN	0.447	No	SegRNN: Segment Recurrent Neural Network for Lon...	2023-08-22	Code
2	LTBoost (drop_last=false)	0.449	No	-	-	Code
3	NLinear	0.453	No	Are Transformers Effective for Time Series Forec...	2022-05-26	Code
4	RLinear	0.456	No	Revisiting Long-term Time Series Forecasting: An...	2023-05-18	Code
5	xPatch	0.459	No	xPatch: Dual-Stream Time Series Forecasting with...	2024-12-23	Code
6	PatchMixer	0.463	No	PatchMixer: A Patch-Mixing Architecture for Long...	2023-10-01	Code
7	TEFN	0.464	No	Time Evidence Fusion Network: Multi-source View ...	2024-05-10	Code
8	TiDE	0.465	No	Long-term Forecasting with TiDE: Time-series Den...	2023-04-17	Code
9	TSMixer	0.467	No	TSMixer: Lightweight MLP-Mixer Model for Multiva...	2023-06-14	Code
10	PatchTST/64	0.468	No	A Time Series is Worth 64 Words: Long-term Forec...	2022-11-27	Code
11	FiLM	0.472	No	FiLM: Frequency improved Legendre Memory Model f...	2022-05-18	Code
12	DLinear	0.49	No	Are Transformers Effective for Time Series Forec...	2022-05-26	Code
13	SCINet	0.527	No	SCINet: Time Series Modeling and Forecasting wit...	2021-06-17	Code
14	GLinear	0.5373	No	-	-	-
15	Informer	0.768	No	Informer: Beyond Efficient Transformer for Long ...	2020-12-14	Code
16	Transformer	0.8399	No	Long-term series forecasting with Query Selector...	2021-07-19	Code
17	QuerySelector	0.8428	No	Long-term series forecasting with Query Selector...	2021-07-19	Code