Energy
Benchmarks
TaskDatasetSOTA resultTrendResults
Energy
0.553Discriminative Score
99
Energy
0.065MSE
72
energy MNAR
0.371Wasserstein Distance
65
energy MAR
0.3Wasserstein Distance
65
energy MCAR
0.302Wasserstein distance
65
energy
0.62KS Distance
42
Energy UCI (test)
0.04RMSE
37
Energy (Evening Peak)
0.032Context-FID
27
Energy
0.112RMSE
24
energy (val)
7.256MSE
22
energy
0.12Inverse KL
21
energy
0.03Chi-squared Test Result
21
Energy
81.26A-R (AUC-ROC)
20
Energy
80Accuracy
20
energy
35.74Balanced Accuracy
20
Energy (Morning Peak)
0.032Context-FID
18
Energy
74.37Aff-F Score
18
Energy (test)
91.1Coverage
16
Energy 100% non-corrupted features
0.08RMSE
15
Energy 50% non-corrupted features
0.082RMSE
15
Energy 0% non-corrupted features
0.089RMSE
15
Energy (UCI)
-0.539Log-Likelihood
13
Energy Heating (test)
1Test R^2
12
Energy Cooling (test)
210Test R^2
12
Energy UCI 10% outlier contamination
1.89RMSE
11