Friedman
Benchmarks
TaskDatasetSOTA resultTrendResults
Friedman 10
0.048RMSE
36
Friedman 5
0.073RMSE
36
friedman 1
97.2Performance
13
friedman 1
97Accuracy / R2 Score
13
friedman 1
86R^2
12
friedman 1
86.3Performance
12
Friedman Correlated (test)
1.049RMSE
12
Friedman Uncorrelated (test)
1.106RMSE
12
Friedman 10
2.83Negative Log Predictive Density
12
Friedman 5
2.96Neg Log Pred Density
12
Friedman Batch 30
1.937RMSE
9
Friedman Batch 20
1.854RMSE
9
Friedman Batch 10
1.907RMSE
9
Friedman 1 (test)
0.001MSE
8
Friedman
1.513RMSE
8
Friedman
8.33MAPE
8
Friedman 500 points (test)
91R2
6
Friedman 500 points (train)
0.99R2
6
Friedman3
422.7Final Cumulative Regret
6
Friedman 2
134.6Final Cumulative Regret
6
Friedman
687.8Final Cumulative Regret
6
Friedman Heteroscedastic
715.5Cumulative Regret
6
Friedman Sparse
814.2Final Cumulative Regret
6
Friedman Sparse and Disjoint
660.1Final Cumulative Regret
6
Friedman 10 Laplace noise 15% Corruptions
-1.44Negative Log Predictive Density
6