Time Series Forecasting On Etth1 48 1

MAE

MSE

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	MAE	MSE	Paper Title
SCINet	0.388	0.361	SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction
Transformer	0.4968	0.4668	Long-term series forecasting with Query Selector -- efficient model of sparse attention
QuerySelector	0.4878	0.4581	Long-term series forecasting with Query Selector -- efficient model of sparse attention
Informer	0.563	0.551	Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

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