Exchange

Benchmarks

Task Name	Dataset Name	SOTA Result
Time-series forecasting	Exchange	MSE0.022	176
Multivariate Time Series Forecasting	Exchange	MAE0.007	165
Multivariate long-term series forecasting	Exchange (test)	MSE0.016	145
Long-term forecasting	Exchange (test)	MAE0.036	127
Multivariate long-term series forecasting	Exchange	MSE0.055	90
Univariate Forecasting	Exchange	MSE0.094	70
Time Series Imputation	Exchange	MSE0.002	54
Long-term Forecasting	Exchange	MSE0.302	46
Univariate Time-series Forecasting	Exchange (test)	MSE0.104	38
Univariate long-term forecasting	Exchange	MSE0.0012	28
Missing Data Imputation	Exchange (test)	MSE0.0009	21
Long-term Time Series Forecasting	Exchange	MSE0.105	20
Time Series Forecasting	Exchange	CRPS0.02	20
Probabilistic Time Series Forecasting	Exchange	CRPS0.019	19
Multivariate long-term forecasting	Exchange v1 (test)	MSE0.083	19
Time series forecasting	exchange (test)	CRPS0.008	19
Imputation	Exchange	MSE0.002	12
Time Series Forecasting	Exchange	Params0.02	12
Probabilistic Forecasting	Exchange ProbTS	CRPS0.04	11
Time Series Forecasting	Exchange standard (test)	MSE0.086	11
Forecasting	Exchange	CRPS0.094	11
Long-term forecasting	Exchange T=720	MSE0.643	10
Long-term forecasting	Exchange T=336	MSE0.272	10
Long-term forecasting	Exchange T=192	MSE0.157	10
Long-term forecasting	Exchange T=96	MSE0.081	10

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