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SolarWind dataset and benchmarks · SOTA2 Research

Research Datasets

SolarWind

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Time-series forecasting

SolarWind block-wise test-time missingness (test)

0.333CMSE

21

Channel-wise Asynchronous Forecasting

SolarWind m=0.500 Case 2 (test)

0.475CMSE

13

Channel-wise Asynchronous Forecasting

SolarWind m=0.375 Case 2 (test)

0.452CMSE

13

Channel-wise Asynchronous Forecasting

SolarWind m=0.250 Case 2 (test)

0.429CMSE

13

Channel-wise Asynchronous Forecasting

SolarWind m=0.125 Case 2 (test)

0.409CMSE

13

Multivariate Time Series Forecasting

SolarWind

0.403CMSE

12

channel-wise asynchronous long-term multivariate forecasting

SolarWind

0.33CMSE

4

Popular tasks

Channel-wise Asynchronous Forecasting Time Series Forecasting Multivariate Time-series Forecasting channel-wise asynchronous long-term multivariate forecasting

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