Electricity

Benchmarks

Task Name	Dataset Name	SOTA Result
Multivariate long-term forecasting	Electricity	MSE0.128	183
Multivariate long-term series forecasting	Electricity (test)	MSE0.121	166
Time Series Forecasting	Electricity	MSE0.046	161
Multivariate Time Series Forecasting	Electricity	MSE0.129	150
Long-term Time Series Forecasting	Electricity	MSE0.133	103
Multivariate Forecasting	Electricity	MSE0.0883	100
Long-term forecasting	Electricity (test)	MSE0.137	79
Time Series Forecasting	Electricity	MSE0.136	77
Time series forecasting	electricity (test)	MSE0.13	72
Forecasting	Electricity (test)	MAE0.1754	64
Long-term forecasting	Electricity	MSE0.127	50
Multivariate long-term time series forecasting	Electricity Multivariate (test)	MSE0.129	44
Probabilistic Forecasting	electricity	CRPS0.026	38
Multivariate long-term time series forecasting	Electricity	MSE0.129	36
Multivariate Time Series Forecasting	Electricity (test)	RSE0.0864	36
Time-series forecasting	Electricity	R20.994	32
Multivariate Time-series Forecasting	Electricity	MAE0.0253	32
Multivariate Long-term Time Series Forecasting	Electricity	MSE0.129	32
Short-term Time Series Forecasting	Electricity (test)	RSE0.074	32
Spatial-temporal Forecasting	Electricity (test)	MAPE (%)7.69	30
Univariate long-term forecasting	Electricity	MSE0.154	28
Multivariate Time Series Forecasting	Electricity full (test)	MSE0.201	28
Classification	electricity	Mean Test Error Rate0.0665	27
Long-sequence time-series forecasting	Electricity	MAE19.7892	24
Multivariate time series prediction	Electricity	MSE0.128	24

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