DTLZ2
Benchmarks
TaskDatasetSOTA resultTrendResults
DTLZ2
0.095IGD
48
DTLZ2 (train)
0.038IGD
28
DTLZ2
8.3Hypervolume (HV)
23
DTLZ2 5 objectives
-7.1Mean Log Distance
14
Scaled DTLZ2 3 objectives
8.8Hypervolume (HV)
14
Inverted DTLZ2 3 objectives
7Hypervolume (HV)
14
DTLZ2 3 objectives
7.5Hypervolume (HV)
14
F4M-DTLZ2
18.97Gws
14
Scaled DTLZ2
8.7Hypervolume (HV)
13
DTLZ2 Inverted
9.3Hypervolume (HV)
13
DTLZ2 noisy 5-objective
-6.9Log Distance
12
Inverted DTLZ2 10 objectives
7.5Hypervolume
12
DTLZ2
0MSE
9
Scaled DTLZ2 5 objectives
1.3Log Distance (Mean)
7
Inverted DTLZ2 5 objectives
2.1Mean Log Distance
7
Scaled DTLZ2 3 objectives
1.5Log Distance
7
Inverted DTLZ2 3 objectives
-3.1Log Distance
7
DTLZ2 50
1.783IGD
6
DTLZ2 30
1.207IGD
6
DTLZ2 5 objectives
8.9Hypervolume (HV)
6
Noisy Scaled DTLZ2 5 objectives
9HV (Mean)
6
Noisy Convex DTLZ2 5 objectives
14Mean Hypervolume (HV)
6
Noisy Inverted DTLZ2 5 objectives
9.6Mean HV
6
DTLZ2 5 objectives noisy
4.3Mean HV
6
Scaled DTLZ2 noisy, 5-objective
-1.9Log Distance
6