Rosenbrock
Benchmarks
TaskDatasetSOTA resultTrendResults
Rosenbrock D=1000
33,332.214Convergence Value
19
Rosenbrock 10D
0.49Normalized RMSE
16
Rosenbrock unseen parameters (test)
86.47Cumulative Distribution % (k=1)
15
Rosenbrock D=10000
34,236.787Convergence Value
13
Rosenbrock d=2
0Simple Regret
11
Rosenbrock
0.034Simple Regret
10
Rosenbrock $d=500$
0.02MSE
9
Rosenbrock d=100 synthetic (round 10)
0.014Relative Batch Instantaneous Regret
9
Rosenbrock (d=50) synthetic (round 10)
0.01Relative Batch Instantaneous Regret
9
Rosenbrock (d=20) synthetic (round 10)
0.004Relative Batch Instantaneous Regret
9
Rosenbrock d=10 round 10 synthetic
0.002Relative Batch Instantaneous Regret
9
Rosenbrock (d=2) synthetic (round 10)
0.001Relative Batch Instantaneous Regret
9
Rosenbrock10 function
1,221.9AUSR
8
ROSENBROCK 2D Synthetic
0.053KSD
8
Rosenbrock 30D
0Average Final Objective Value
7
Rosenbrock
9.7Mean Stopping Iteration
7
Rosenbrock6
39twCRPS
7
Rosenbrock6
91Empirical Coverage (90%)
7
Rosenbrock 2D
42QD Score
6
Rosenbrock
6Average Entropy
6
Rosenbrock
236.1Mean Best Fitness
6
Rosenbrock
0.021Std Dev of Mean Best Fitness
6
Rosenbrock D=4, T=96
34Stopping Time
6
Rosenbrock d+1=3
3.81Average Regret
6
Rosenbrock Group B (d=64)
100Mode Recovery Rate
5