Yacht
Benchmarks
TaskDatasetSOTA resultTrendResults
Yacht
0.65RMSE
49
Yacht UCI (test)
0.69RMSE
26
Yacht
1.23Actual NLL
16
Yacht
0.148MAE
14
Yacht (UCI)
-0.16Log-Likelihood
13
Yacht
4.6Negative Log Predictive Density
12
Yacht 10% outlier contamination
3.75RMSE
11
Yacht no contamination
0.48RMSE
11
yacht
7.689RMSE
11
Yacht 30% MCAR
0.151Avg Error
11
Yacht
1.19Normalized AUC (RMSE)
9
Yacht (test)
2.247NLL
8
Yacht OOD rescaled by 0.1 non-normalized UCI (test)
14.34RMSE
8
Yacht
3Relative Percentage Error
8
Yacht (UCI) (test)
-0.73Test Log-Likelihood
8
Yacht UCI rescaled 3x std normalized (test)
15.67RMSE
7
yacht (test)
91.45PICP
6
Yacht (UCI)
0.332Ensemble CRPS
6
Yacht
1.431Average Training Time (s)
6
Yacht
0.16NLL
6
Yacht UCI (20% test)
0.353RMSE
6
Yacht Laplace noise, 15% Corruptions
2.27Negative Log Predictive Density
6
Yacht Student-t noise, 15% Corruptions
2.42Negative Log Predictive Density
6
Yacht Constant noise, 15% Corruptions
1.79Neg Log Pred Density
6
Yacht Uniform noise, 15% Corruptions
2.37Negative Log Density
6