DTLZ1
Benchmarks
TaskDatasetSOTA resultTrendResults
DTLZ1
10,000,000,000,000Hypervolume (HV)
23
DTLZ1
0.931Average Diversity
20
DTLZ1 5 objectives m = 5
2.14Mean Wall Time (s)
16
DTLZ1 3 objectives m = 3
2.24Mean Wall Time (s)
16
DTLZ1 10 objectives m = 10
5.97Mean Wall Time (s)
14
DTLZ1 3 objectives
64,000,000Hypervolume (HV)
14
DTLZ1 3 objectives
2.8Log Distance
14
Inverted DTLZ1
9,600,000,000,000Hypervolume (HV)
13
DTLZ1 10 objectives
29,000,000,000,000,000,000,000,000,000Hypervolume (HV)
12
DTLZ1
201.45Convergence Score (k=3)
10
DTLZ1
3,250MSE
9
DTLZ1
3,720MSE
9
Inverted DTLZ1 5 objectives
2.9Mean Log Distance
7
DTLZ1 5 objectives
3.1Mean Log Distance
7
DTLZ1 50
1.109IGD
6
DTLZ1 30
3.484IGD
6
DTLZ1 5 objectives
45,000,000,000,000Hypervolume (HV)
6
Noisy Inverted DTLZ1 5 objectives
44,000,000,000,000Mean Hypervolume (HV)
6
DTLZ1 5 objectives noisy
75,000,000,000,000Mean HV
6
DTLZ1 noisy 5-objective
3Log Distance
6
DTLZ1 Inverted
2.9Log Distance
6
Inverted DTLZ1 10 objectives
82,000,000,000,000,000,000,000,000Hypervolume (HV)
6
DTLZ1 10 objectives
2.8Log Distance
6