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Ackley

Benchmarks

Task NameDataset NameSOTA ResultTrend
Surrogate ModelingAckley 4D
Normalized RMSE0.64
16
Function OptimizationAckley
Avg Max Reward0.993
12
Global OptimizationAckley01 function
Mean Objective Value1.94
10
Black-box OptimizationAckley d=20
Median Best Objective Value0.12
9
Stochastic Lipschitz OptimizationAckley
Simple Regret0.078
9
Bayesian OptimizationAckley d=100 synthetic (round 10)
Relative Batch Instantaneous Regret0.137
9
Bayesian OptimizationAckley d=50 synthetic (round 10)
Relative Batch Instantaneous Regret0.177
9
Bayesian OptimizationAckley (d=20) synthetic (round 10)
Relative Batch Instantaneous Regret0.219
9
Bayesian OptimizationAckley d=10 synthetic (round 10)
Relative Batch Instantaneous Regret0.253
9
Bayesian OptimizationAckley d=2 synthetic (round 10)
Relative Batch Instantaneous Regret0.165
9
Global OptimizationAckley 10-dimensional
Mean Function Evaluations205
8
Empirical Coverage EstimationAckley4
Empirical Coverage (90%)94
7
Continuous OptimisationAckley02
Mean Best Fitness0.001
6
Continuous OptimizationAckley02
Std Dev of Mean Best Fitness0.005
6
Bayesian OptimizationAckley d+1=4
Average Regret2.24
6
Black-box OptimizationAckley d=30; D=1000
Final Objective (Median)0.65
5
Synthetic Function OptimizationAckley 2D
Optimal Gap0.2401
5
Global OptimizationAckley 1000D (test)
Mean Fitness13.652
5
Bayesian OptimizationAckley d=2, 10, 20, 50, 100
Relative Batch Instantaneous Regret29.2
5
Function OptimizationAckley 64
Avg Max Reward-0.0036
5
Global OptimizationAckley 100d
Mean Final Objective Value0
5
Global OptimizationAckley 2d
Mean Objective Value0.169
5
Sequential optimizationAckley Dim 8
AUC0.36
5
Sequential optimizationAckley Dim 4
AUC0.59
5
Sequential optimizationAckley Dim 2
AUC83
5
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