DTLZ
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DTLZ7
0.046IGD
57
DTLZ
0.02IGD+
56
DTLZ1
0.076IGD
48
DTLZ1-4 1.0 (intermediate generation)
83.019Hypervolume
24
DTLZ4 (test)
0.046IGD
24
DTLZ7
-2.555Log Hypervolume Difference
16
DTLZ 5
-7.033Log Hypervolume Difference
16
DTLZ
100Relative Hypervolume
14
DTLZ2 3 objectives
-9.3Log Distance
14
DTLZ2 Convex
8.5Hypervolume (HV)
13
Convex DTLZ2 10 objectives
6,300Hypervolume (HV)
12
DTLZ2 10 objectives
52Hypervolume (HV)
12
DTLZ suite 30D (unseen)
21.3DTLZ2 Performance Score
10
DTLZ6
0.011MSE
9
DTLZ4
0.006MSE
9
DTLZ7
0MSE
9
DTLZ5
0MSE
9
DTLZ4
0.001MSE
9
DTLZ3
374MSE
9
DTLZ1, DTLZ2, DTLZ4, DTLZ7 10-decision-variable (test)
-0.557Mean NAHV
7
F4M-DTLZ4
15.875Gws
7
DTLZ5 30
1.226IGD
6
Scaled DTLZ2 5 objectives
7.5Hypervolume (HV)
6
Convex DTLZ2 5 objectives
26Hypervolume (HV)
6
Inverted DTLZ1 5 objectives
74,000,000,000,000Hypervolume (HV)
6