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DTLZ2

Benchmarks

Task NameDataset NameSOTA ResultTrend
Multiobjective OptimizationDTLZ2 (train)
IGD0.0381
28
Many-objective optimizationDTLZ2 5 objectives
Mean Log Distance-7.1
14
Multiobjective OptimizationScaled DTLZ2 3 objectives
Hypervolume (HV)8.8
14
Multiobjective OptimizationInverted DTLZ2 3 objectives
Hypervolume (HV)7
14
Multiobjective OptimizationDTLZ2 3 objectives
Hypervolume (HV)7.5
14
Many-objective OptimizationF4M-DTLZ2
Gws18.97
14
Multi-objective OptimizationScaled DTLZ2
Hypervolume (HV)8.7
13
Multi-objective OptimizationDTLZ2 Inverted
Hypervolume (HV)9.3
13
Multi-objective OptimizationDTLZ2
Hypervolume (HV)8.3
13
Multi-objective OptimizationDTLZ2 noisy 5-objective
Log Distance-6.9
12
Multiobjective OptimizationInverted DTLZ2 10 objectives
Hypervolume7.5
12
Many-objective optimizationScaled DTLZ2 5 objectives
Log Distance (Mean)1.3
7
Many-objective optimizationInverted DTLZ2 5 objectives
Mean Log Distance2.1
7
Multi-Objective OptimizationScaled DTLZ2 3 objectives
Log Distance1.5
7
Multi-Objective OptimizationInverted DTLZ2 3 objectives
Log Distance-3.1
7
Multi-objective OptimizationDTLZ2 5 objectives
Hypervolume (HV)8.9
6
Multi-objective OptimizationNoisy Scaled DTLZ2 5 objectives
HV (Mean)9
6
Multi-objective OptimizationNoisy Convex DTLZ2 5 objectives
Mean Hypervolume (HV)14
6
Multi-objective OptimizationNoisy Inverted DTLZ2 5 objectives
Mean HV9.6
6
Multi-objective OptimizationDTLZ2 5 objectives noisy
Mean HV4.3
6
Multi-objective OptimizationScaled DTLZ2 noisy, 5-objective
Log Distance-1.9
6
Multi-objective OptimizationInverted DTLZ2 noisy 5-objective
Log Distance0.15
6
Multi-objective optimizationDTLZ2 Inverted
Log Distance2.1
6
Multi-objective optimizationDTLZ2
Log Distance1.1
6
Multiobjective OptimizationScaled DTLZ2 10 objectives
Hypervolume (HV)5
6
Showing 25 of 28 rows