ETT

Benchmarks

Task Name	Dataset Name	SOTA Result
Multivariate Forecasting	ETTh1	MSE0.254	909
Time Series Forecasting	ETTh1	MSE0.039	869
Time Series Forecasting	ETTh2	MSE0.134	796
Multivariate Time-series Forecasting	ETTm1	MSE0.106	742
Long-term Time Series Forecasting	ETTh1	MAE0.241	600
Multivariate Time Series Forecasting	ETTm2	MSE0.1131	593
Time Series Forecasting	ETTm2	MSE0.105	552
Multivariate long-term forecasting	ETTh1	MSE0.351	509
Long-term forecasting	ETTh1	MSE0.056	500
Multivariate long-term series forecasting	ETTh2	MSE0.112	470
Long-term Time Series Forecasting	ETTm1	MSE0.056	463
Long-term forecasting	ETTm1	MSE0.0022	452
Multivariate long-term series forecasting	ETTm1	MSE0.278	404
Multivariate Forecasting	ETTh2	MSE0.177	359
Time Series Forecasting	ETTh2 (test)	MSE0.24	314
Time Series Forecasting	ETTm2 (test)	MSE0.143	298
Multivariate time series forecasting	ETTh2	MSE0.1641	219
Multivariate long-term forecasting	ETTm1 (test)	MSE0.166	196
Time Series Imputation	ETTm1	MSE0.002	177
Time Series Forecasting	ETTh1	MSE0.367	145
Time Series Imputation	ETTm2	MSE0.003	143
Time Series Imputation	ETTh2	MSE0.003	126
Time Series Forecasting	ETTh2	MSE0.035	106
Time Series Forecasting	ETTm2 (5% train)	MSE0.169	84
Time Series Forecasting	ETTh2	MSE0.089	80

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