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Ackley

Benchmarks

Task NameDataset NameSOTA ResultTrend
Global OptimizationAckley d=2
Simple Regret0.195
22
Blackbox OptimizationAckley
Optimized Cost3.1
18
Surrogate ModelingAckley 4D
Normalized RMSE0.64
16
Function OptimizationAckley
Avg Max Reward0.993
12
Global OptimizationAckley d=30
Simple Regret10.7
11
Global OptimizationAckley d=20
Simple Regret9.65
11
Global OptimizationAckley d=8
Simple Regret9.65
11
Global OptimizationAckley d=4
Simple Regret9.55
11
Black-box OptimizationAckley-5d
Average Runtime30.9906
11
Global OptimizationAckley01 function
Mean Objective Value1.94
10
Global OptimizationAckley d=500
MSE0.04
9
Global OptimizationAckley-8D
Best Objective Value4.08
9
Bayesian OptimizationAckley
Final Cumulative Expected Regret259.43
9
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
Continuous Black-box OptimizationAckley 30D
Average Final Objective Value1.2893
7
Calibration of Gaussian ProcessAckley4
twCRPS0.012
7
Black-box OptimizationAckley d=20
Average CPU Time (s)9.13
7
Empirical Coverage EstimationAckley4
Empirical Coverage (90%)94
7
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