ETT

Benchmarks

Task Name	Dataset Name	SOTA Result
Multivariate Forecasting	ETTh1	MSE0.254	645
Time Series Forecasting	ETTh1	MSE0.0522	601
Time Series Forecasting	ETTh2	MSE0.134	438
Multivariate Time-series Forecasting	ETTm1	MSE0.106	433
Time Series Forecasting	ETTm2	MSE0.105	382
Long-term Time Series Forecasting	ETTh1	MAE0.241	351
Multivariate long-term forecasting	ETTh1	MSE0.351	344
Multivariate Forecasting	ETTh2	MSE0.177	341
Multivariate Time Series Forecasting	ETTm2	MSE0.131	334
Multivariate long-term series forecasting	ETTh2	MSE0.112	319
Long-term Time Series Forecasting	ETTm1	MSE0.056	295
Multivariate long-term series forecasting	ETTm1	MSE0.283	257
Long-term forecasting	ETTm1	MSE0.215	184
Long-term forecasting	ETTh1	MSE0.056	179
Time Series Forecasting	ETTh2 (test)	MSE0.279	140
Multivariate long-term forecasting	ETTm1 (test)	MSE0.166	134
Time Series Imputation	ETTm1	MSE0.016	110
Time Series Forecasting	ETTm2 (test)	MSE0.164	89
Time Series Imputation	ETTm2	MSE0.015	83
Multivariate Long-term Time Series Forecasting	ETTm2	MSE0.16	74
Univariate time-series forecasting	ETTh1	MSE0.029	73
Univariate long sequence time-series forecasting	ETTh2	MSE0.031	70
Time Series Imputation	ETTh2	MSE0.034	65
Multivariate Time-series Forecasting	ETTh2 hourly (test)	MSE0.223	62
Univariate Time Series Forecasting	ETTm2	MSE0.062	58

Showing 25 of 150 rows