Our new X account is live! Follow @wizwand_team for updates
WorkDL logo mark

Friedman

Benchmarks

Task NameDataset NameSOTA ResultTrend
RegressionFriedman 10
RMSE0.0484
36
RegressionFriedman 5
RMSE0.0729
36
RegressionFriedman Correlated (test)
RMSE1.049
12
RegressionFriedman Uncorrelated (test)
RMSE1.106
12
RegressionFriedman 10
Negative Log Predictive Density2.83
12
RegressionFriedman 5
Neg Log Pred Density2.96
12
Contextual Bandit SimulationFriedman3
Final Cumulative Regret422.7
6
Contextual Bandit SimulationFriedman 2
Final Cumulative Regret134.6
6
Contextual Bandit SimulationFriedman
Final Cumulative Regret687.8
6
Contextual Bandit SimulationFriedman Heteroscedastic
Cumulative Regret715.5
6
Contextual Bandit SimulationFriedman Sparse
Final Cumulative Regret814.2
6
Contextual Bandit SimulationFriedman Sparse and Disjoint
Final Cumulative Regret660.1
6
Predictive Density EstimationFriedman 10 Laplace noise 15% Corruptions
Negative Log Predictive Density-1.44
6
Predictive Density EstimationFriedman 10 Student-t noise 15% Corruptions
Neg Log Pred Density-1.4
6
Predictive Density EstimationFriedman 10 Constant noise 15% Corruptions
Neg Log Pred Density-1.27
6
Predictive Density EstimationFriedman 10 Uniform noise 15% Corruptions
NLL-1.82
6
Predictive Density EstimationFriedman 5 Student-t noise 15% Corruptions
NLL (Predictive Density)-1.11
6
Predictive Density EstimationFriedman 5 Constant noise, 15% Corruptions
Neg Log Pred Density-1.13
6
Predictive Density EstimationFriedman 5 Uniform noise 15% Corruptions
Neg Log Pred Density-1.35
6
Showing 19 of 19 rows