Energy
Benchmarks
TaskDatasetSOTA resultTrendResults
Energy
0.64Clean Error
6
energy (test)
93.05PICP
6
Energy
0.581Validation RMSE
6
Energy
4.6NRMSE
6
Energy (UCI)
0.344Ensemble CRPS
6
Energy
2.777Average Training Time (s)
6
Energy 2D (test)
-2.03Negative Log-Likelihood
6
Energy 70% missing
0.013MSE
6
Energy 50% missing
0.013MSE
6
Energy 30% missing
0.013MSE
6
Energy
0.53NLL
6
ENERGY
1.791MSE
5
Energy
3.62QICE
5
Energy Focused Outliers
0.029MAE
5
Energy Asymmetric Outliers
0.031MAE
5
Energy Uniform Outliers
0.031MAE
5
Energy No Outliers
0.024MAE
5
Energy
92Coverage
4
Energy
1Posterior Probability P(MCD < Ensemble) on CRPS
4
Energy Cooling UCI
0.4Total experiment time (s)
4
Energy Heating (UCI)
0.27Total Experiment Time (s)
4
Energy
2.85Normalized Volume
4
Energy
1.28Normalized Volume
4
Energy
95Empirical Coverage
4
Energy (OOD)
0dp
3