Levy
Benchmarks
TaskDatasetSOTA resultTrendResults
Levy D=1000
2.282Convergence Value
19
Levy
11.8Optimized Cost
18
Levy 7D
0.87Normalized RMSE
16
Levy unseen parameters (test)
17Cumulative Distribution (k=1)
15
Levy D=10000
2.752Convergence Value (Levy D=10000)
13
Levy d=20
1.07Average CPU Time (s)
13
Levy13 function
1.03Mean Objective Value
10
Levy
0.035Simple Regret
9
Levy d=100 synthetic (round 10)
0.031Relative Batch Instantaneous Regret
9
Levy d=50 synthetic (round 10)
2.9Relative Batch Instantaneous Regret
9
Levy (d=20) synthetic (round 10)
0.063Relative Batch Instantaneous Regret
9
Levy (d=10) synthetic (round 10)
2.3Relative Batch Instantaneous Regret
9
Levy (d=2) synthetic (round 10)
0.092Relative batch instantaneous regret
9
Levy8 function
2,530.9AUSR
8
Levy-10D 300 evaluations
0.043Wall Clock Time (s)
8
Levy-10D 100 evaluations
0.03Wall Clock Time (s)
8
Levy-10
0.47Average Wall-Clock Time (s)
7
Levy 30D
1.33Average Final Objective Value
7
Levy synthetic benchmark
35.5Mean Stopping Iteration
7
Levy (n=10)
562Mean Function Evaluations
7
2D Levy
0Time per Iteration (s)
7
Levy-50
2.74Average Wall-Clock Time (s)
6
Levy d = 500
0.069Final Distance
6
Levy d = 100
0.339Final Distance
6
Levy d = 20
0.171Final Distance
6