Electricity

Benchmarks

Task Name	Dataset Name	SOTA Result
Multivariate long-term forecasting	Electricity	MSE0.128	236
Multivariate long-term series forecasting	Electricity (test)	MSE0.121	170
Long-term forecasting	Electricity	MSE0.127	167
Time Series Forecasting	Electricity	MSE0.046	161
Multivariate Time Series Forecasting	Electricity	MSE0.129	150
Time Series Forecasting	Electricity	MSE0.136	114
Time series forecasting	electricity (test)	MSE0.112	109
Long-term Time Series Forecasting	Electricity	MSE0.133	103
Multivariate Forecasting	Electricity	MSE0.0883	100
Long-term forecasting	Electricity (test)	MSE0.137	79
Multivariate Time Series Forecasting	Electricity	MAE0.242	73
Forecasting	Electricity (test)	MAE0.1754	64
Long-term Time-series Forecasting	Electricity	MSE0.138	55
Multivariate Time Series Forecasting	Electricity (test)	MSE0.128	48
Multivariate long-term time series forecasting	Electricity Multivariate (test)	MSE0.129	44
Probabilistic Forecasting	electricity	CRPS0.026	44
Imputation	Electricity	MSE0.043	37
Classification	Electricity (EL) (test)	Macro F1-score91.7	36
Multivariate long-term time series forecasting	Electricity	MSE0.129	36
Long-term Forecasting	Electricity 10% few-shot	MSE0.184	32
Long-term Forecasting	Electricity 5% few-shot	MSE0.195	32
Model Selection	Electricity	Weighted Kendall's Tau_w0.685	32
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

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