ETTm2

Benchmarks

Task Name	Dataset Name	SOTA Result
Long-term Time Series Forecasting	ETTm2	MSE0.042	455
Long-term forecasting	ETTm2	MSE0.11	350
Multivariate long-term series forecasting	ETTm2	MSE0.075	301
Time Series Forecasting	ETTm2	MSE0.114	300
Multivariate long-term series forecasting	ETTm2 (test)	MSE0.162	167
Long-term time-series forecasting	ETTm2 (test)	MSE0.159	134
Univariate long sequence time-series forecasting	ETTm2 (test)	MAE0.163	89
Time Series Forecasting	ETTm2	MSE0.0293	66
Univariate Time-series Forecasting	ETTm2 (test)	MSE0.059	64
Multivariate Time Series Forecasting	ETTm2 (test)	MSE0.178	51
Time Series Forecasting	ETTm2 10% train (test)	MSE0.257	33
Long-term Forecasting	ETTm2 10% few-shot	MSE0.129	32
Long-term Forecasting	ETTm2 5% few-shot	MSE0.128	32
Model Selection	ETTm2	Weighted Kendall's Tau1	32
Long-term forecasting	ETTm2 T=720	MSE0.351	29
Long-term forecasting	ETTm2 T=192	MSE0.216	29
Univariate long-term forecasting	ETTm2	MSE0.063	28
Time Series Forecasting	ETTm2 v1 (test)	MSE0.312	24
Long-term forecasting	ETTm2 T=96	MSE0.157	22
Time Series Distillation	ETTm2	Component L Metric0.186	21
Time Series Forecasting	ETTm2	CRPS0.11	20
Long-term forecasting	ETTm2 T=336	MSE0.268	20
Multivariate Time Series Forecasting	ETTm2 336	MSE0.264	20
Forecasting	ETTm2	MAE0.264	18
Time Series Forecasting	ETTm2 zero-shot transfer from ETTh2	MSE0.319	18

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