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Energy Efficiency dataset and benchmarks · SOTA2 Research

Research Datasets

Energy Efficiency

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Energy Efficiency

100CRPS Posterior Probability

16

Energy Efficiency

-32.5MSE Change

12

energy efficiency

0.029Quantile Loss

11

Energy Efficiency

99PICP

11

Energy Efficiency

1Interval Score Loss

6

energy efficiency

0.041NCIW

6

Faithfulness under retraining

Energy efficiency

0.429AURC

5

Quantile Regression

Energy Efficiency

0.085NIW

5

Prediction Interval Estimation

energy efficiency

0.079NCIW

5

Instance attribution explanation

Energy efficiency (test)

0.03Wall-clock Time (s)

4

Feature Importance Ranking Alignment

UCI Energy Efficiency

0.694Spearman Correlation

4

Target sensitivity estimation

Energy efficiency (test)

1Pearson r

3

Energy Efficiency

0.91R^2

2

Popular tasks

Regression Prediction Interval Estimation Quantile Regression Feature Importance Ranking Alignment Faithfulness under retraining

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