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Papers Benchmarks Datasets Tasks

Smart Meter Data dataset and benchmarks · SOTA2 Research

Research Datasets

Smart Meter Data

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Reconstruction Precision in Conditional Generation

Smart Meter Data Category PV

0RMSE (Average)

4

Reconstruction Precision in Conditional Generation

Smart Meter Data Category E3C

0RMSE (Peak)

4

Reconstruction Precision in Conditional Generation

Smart Meter Data Category E3B

0RMSE (Peak)

4

Reconstruction Precision in Conditional Generation

Smart Meter Data Category E3A

0RMSE (Peak)

4

Generation Conditioning on Numerical Values

Smart Meter Data Category PV

0.021Average CRPS

4

Generation Conditioning on Numerical Values

Smart Meter Data Category E3C

0.019Average CRPS

4

Generation Conditioning on Numerical Values

Smart Meter Data Category E3B

0.019Average CRPS

4

Generation Conditioning on Numerical Values

Smart Meter Data Category E3A

0.019Average CRPS

4

Categorical Conditional Generation

Smart Meter Data Category PV

0.004MMD

3

Categorical Conditional Generation

Smart Meter Data Category E3C

0.012MMD

3

Categorical Conditional Generation

Smart Meter Data Category E3B

0.009MMD

3

Categorical Conditional Generation

Smart Meter Data Category E3A

0.004MMD

3

Popular tasks

Generation Conditioning on Numerical Values Reconstruction Precision in Conditional Generation Categorical Conditional Generation

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