Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

solar dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

solar

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Matrix Generation

Solar few-sample (n=300) pmiss=0%

0.009Singular Value Discrepancy

14

Multivariate Time Series Forecasting

Solar In-Distribution

0.194MAE

13

Time Series Forecasting

Solar (W)

1,038.434RMSE (Solar W)

13

Time Series Forecasting

Solar (D)

319.64RMSE

13

Time Series Forecasting

Solar (H)

24.513RMSE

13

Time Series Forecasting

Solar Weekly

788.671MAE

13

Time Series Forecasting

Solar Daily

231.535MAE

13

Time Series Forecasting

Solar Hourly

10.872MAE

13

Time-series Forecasting

Solar 10 hour prediction horizon (test)

0.047MAE

13

Time-series Forecasting

Solar 9 hour prediction horizon (test)

0.046MAE

13

Time-series Forecasting

Solar 8 hour prediction horizon (test)

0.045MAE

13

Time-series Forecasting

Solar 7 hour prediction horizon (test)

0.044MAE

13

Time-series Forecasting

Solar 6 hour prediction horizon (test)

0.043MAE

13

Time-series Forecasting

Solar 5 hour prediction horizon (test)

0.041MAE

13

Time-series Forecasting

Solar 4 hour prediction horizon (test)

0.04MAE

13

Time-series Forecasting

Solar 3 hour prediction horizon (test)

0.038MAE

13

Time-series Forecasting

Solar 2 hour prediction horizon (test)

3.4MAE

13

Time-series Forecasting

Solar 1 hour prediction horizon (test)

0.03MAE

13

Time Series Forecasting

Solar

0.742R2

12

Time Series Forecasting

Solar

0.197MSE

12

Multivariate Time Series Forecasting

Solar 5% few-shot

0.213MSE

12

Time Series Forecasting

Solar

0.287ProbMAE

12

Time Series Forecasting

Solar

0.242ProbMSE

12

Time Series Forecasting

Solar (train)

0.02MSE

12

Multivariate probabilistic forecasting

Solar

0.242CRPS-sum

12

Page 2 of 6

Popular tasks

Time Series Forecasting Multivariate Time-series Forecasting Long-term forecasting Matrix Generation Probabilistic Forecasting

Follow for updates

Join SOTA2 Contact