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Rosenbrock

Benchmarks

Task NameDataset NameSOTA ResultTrend
Function OptimizationRosenbrock D=1000
Convergence Value33,332.2138
19
Surrogate ModelingRosenbrock 10D
Normalized RMSE0.49
16
Warm-starting optimizationRosenbrock unseen parameters (test)
Cumulative Distribution % (k=1)86.47
15
High-dimensional optimizationRosenbrock D=10000
Convergence Value34,236.7869
13
Stochastic Lipschitz OptimizationRosenbrock
Simple Regret0.034
10
Global OptimizationRosenbrock $d=500$
MSE0.02
9
Bayesian OptimizationRosenbrock d=100 synthetic (round 10)
Relative Batch Instantaneous Regret0.014
9
Bayesian OptimizationRosenbrock (d=50) synthetic (round 10)
Relative Batch Instantaneous Regret0.01
9
Bayesian OptimizationRosenbrock (d=20) synthetic (round 10)
Relative Batch Instantaneous Regret0.004
9
Bayesian OptimizationRosenbrock d=10 round 10 synthetic
Relative Batch Instantaneous Regret0.002
9
Bayesian OptimizationRosenbrock (d=2) synthetic (round 10)
Relative Batch Instantaneous Regret0.001
9
Black-box OptimizationRosenbrock10 function
AUSR1,221.9
8
2D Synthetic Target SamplingROSENBROCK 2D Synthetic
KSD0.053
8
Continuous Black-box OptimizationRosenbrock 30D
Average Final Objective Value0
7
Bayesian OptimizationRosenbrock
Mean Stopping Iteration9.7
7
Calibration of Gaussian ProcessRosenbrock6
twCRPS39
7
Empirical Coverage EstimationRosenbrock6
Empirical Coverage (90%)91
7
Quality-Diversity OptimizationRosenbrock 2D
QD Score42
6
Fitness Landscape OptimizationRosenbrock
Average Entropy6
6
Continuous OptimisationRosenbrock
Mean Best Fitness236.1
6
Continuous OptimizationRosenbrock
Std Dev of Mean Best Fitness0.021
6
Global OptimizationRosenbrock D=4, T=96
Stopping Time34
6
Bayesian OptimizationRosenbrock d+1=3
Average Regret3.81
6
Black-box OptimizationRosenbrock d=30; D=1000
Final Best Objective (Median)48.82
5
Global OptimizationRosenbrock 1000D (test)
Fitness (Mean)5,870,800
5
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