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ResearchFormerly WizWand

Solar-Energy

Benchmarks

TaskDatasetSOTA resultTrendResults

Long-term Time Series Forecasting

Solar-Energy

0.173MSE

126

Multivariate long-term time series forecasting

Solar-Energy

0.167MSE

88

Multivariate Time Series Forecasting

Solar Energy

0.178RSE

64

Multivariate Time Series Forecasting

Solar-Energy (test)

0.178RSE

56

Time Series Forecasting

Solar-Energy

0.176MSE

52

Solar-Energy (test)

0.238MAE

27

Spatiotemporal Forecasting

Solar-Energy (test)

0.238MAE

27

Multivariate long-term series forecasting

Solar-Energy (test)

0.228MSE

22

Probabilistic Time Series Forecasting

Solar Energy Raw CW (test)

0.234CRPS

12

Time Series Forecasting

Solar-Energy

0.02Params

12

Multivariate time series forecasting

Solar-Energy (7:1:2)

0.198MSE

10

Long-term Time Series Forecasting

Solar-Energy (test)

0.228MSE

8

Time Series Forecasting

Solar-Energy GluonTS (test)

0.083MAE

8

Time Series Forecasting

Solar-Energy (test)

0.077MSE

8

Single-step CTS forecasting

Solar-Energy (test)

0.171RRSE (H=3)

7

Time-series forecasting

Solar-Energy (test)

13.1Training Time (ms/iteration)

5

Multivariate Time Series Forecasting

Solar-Energy standard (test)

0.226MSE

4

Multivariable long-term time series forecasting

Solar-Energy v1 (test)

0.16MSE

3

Time Series Forecasting

Solar-Energy standard (test)

0.233MSE

3

Long-term Forecasting

Solar-Energy v1 (test)

0.226MSE

2