Time Series Analysis on ETTh2 (24) Univariate

Metric: MAE (lower is better)

LeaderboardDataset

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	SCINet	0.183	No	SCINet: Time Series Modeling and Forecasting wit...	2021-06-17	Code
2	SRCNet	0.193	No	-	-	Code
3	Informer	0.213	No	Informer: Beyond Efficient Transformer for Long ...	2020-12-14	Code
4	QuerySelector	0.2239	No	Long-term series forecasting with Query Selector...	2021-07-19	Code
5	Transformer	0.2479	No	Long-term series forecasting with Query Selector...	2021-07-19	Code

#1SCINetSOTA
0.183
MAE· 2021-06-17
SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction Code
#2SRCNet
0.193
MAE
No paperCode
#3InformerSOTA
0.213
MAE· 2020-12-14
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Code
#4QuerySelector
0.2239
MAE· 2021-07-19
Long-term series forecasting with Query Selector -- efficient model of sparse attention Code
#5Transformer
0.2479
MAE· 2021-07-19
Long-term series forecasting with Query Selector -- efficient model of sparse attention Code