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Rosenbrock

Benchmarks

Task NameDataset NameSOTA ResultTrend
Surrogate ModelingRosenbrock 10D
Normalized RMSE0.49
16
Stochastic Lipschitz OptimizationRosenbrock
Simple Regret0.034
10
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
2D Synthetic Target SamplingROSENBROCK 2D Synthetic
KSD0.053
8
Empirical Coverage EstimationRosenbrock6
Empirical Coverage (90%)91
7
Global OptimizationRosenbrock D=4, T=96
Stopping Time34
6
Bayesian OptimizationRosenbrock d+1=3
Average Regret3.81
6
Global OptimizationRosenbrock 1000D (test)
Fitness (Mean)5,870,800
5
Global OptimizationRosenbrock 10-dimensional
Final Error0.39
5
Level Set EstimationRosenbrock 1000-dimensional
Runtime (min)6.1
4
Global OptimizationRosenbrock 5D (30 runs)
Rank1
4
Bayesian OptimizationNoise-free synthetic problems (Rosenbrock) d=10 1.0 (test)
Relative Batch Instantaneous Regret0.003
4
Trajectory LearningRosenbrock 16D
Mean DTWD2.57
3
Trajectory LearningRosenbrock 8D
Mean DTWD1.22
3
Level Set EstimationRosenbrock1000
Wilcoxon p-value (Random)0.0117
2
Top-kRosenbrock (k = 6) (test)
Runtime (s)0.92
2
Function Optimization4D Rosenbrock Coarse threshold
Convergence Rate0
1
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