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Papers Benchmarks Datasets Tasks

Electricity dataset and benchmarks – Page 9 · SOTA2 Research

Research Datasets

Electricity

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Long-term multivariate time series forecasting

Electricity (test)

0.129MSE (H=96)

3

Time series forecasting

Electricity 1-day horizon f1d (test)

0.074R0.5 Loss

3

Inventory Control

Electricity

107.103Reward

2

Long-term forecasting

Electricity standard (test)

0.045MSE

2

Decision Tree Rashomon Set construction

Electricity

1,212.86Construction Time

2

electricity

72.2Accuracy

2

Full-shot Forecasting

Electricity (test)

0.155MSE

2

SHAP value approximation

electricity (test)

0.975R^2

2

Electricity 44120 (10-fold CV)

0.347Log-Loss

2

Cell-level outlier detection

electricity

0.77AUC

2

Univariate Time Series Forecasting

Electricity (test)

0.267MSE

2

Electricity OpenML

0.651Base AUC

1

Electricity

58.2SEF AUC

1

Decision Tree Rashomon Set Enumeration

Electricity-94

338,384PRAXIS Count

1

electricity (test)

68.1Accuracy

1

electricity

0Delta Accuracy

1

Time series forecasting

Electricity

24.8MSE (%)

1

Model Allocation

Electricity

92AUC

1

Unimodal Probabilistic Forecasting

Electricity from ProbTS

—CRPS

0

Time Series Forecasting

Electricity

—Primary metric

0

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Popular tasks

Time Series Forecasting Multivariate Time-series Forecasting Long-term forecasting Imputation Classification

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