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DTLZ

Benchmarks

Task NameDataset NameSOTA ResultTrend
Multi-objective optimizationDTLZ7
IGD0.046
57
Multi-objective optimizationDTLZ1
IGD0.0764
48
Multi-objective OptimizationDTLZ1-4 1.0 (intermediate generation)
Hypervolume83.0186
24
Multiobjective OptimizationDTLZ4 (test)
IGD0.046
24
Multi-Objective OptimizationDTLZ7
Log Hypervolume Difference-2.555
16
Multi-Objective OptimizationDTLZ 5
Log Hypervolume Difference-7.033
16
Multi-Objective Algorithm SelectionDTLZ
Relative Hypervolume100
14
Multi-Objective OptimizationDTLZ2 3 objectives
Log Distance-9.3
14
Multi-objective OptimizationDTLZ2 Convex
Hypervolume (HV)8.5
13
Multiobjective OptimizationConvex DTLZ2 10 objectives
Hypervolume (HV)6,300
12
Multiobjective OptimizationDTLZ2 10 objectives
Hypervolume (HV)52
12
Multi-objective optimizationDTLZ suite 30D (unseen)
DTLZ2 Performance Score21.3
10
Multi-objective optimizationDTLZ6
MSE0.0108
9
Multi-objective optimizationDTLZ4
MSE0.0059
9
Offline Multi-objective OptimizationDTLZ7
MSE0
9
Offline Multi-objective OptimizationDTLZ5
MSE0
9
Offline Multi-objective OptimizationDTLZ4
MSE0.0014
9
Offline Multi-objective OptimizationDTLZ3
MSE374
9
Many-objective OptimizationF4M-DTLZ4
Gws15.875
7
Multi-objective optimizationDTLZ5 30
IGD1.2256
6
Multi-objective OptimizationScaled DTLZ2 5 objectives
Hypervolume (HV)7.5
6
Multi-objective OptimizationConvex DTLZ2 5 objectives
Hypervolume (HV)26
6
Multi-objective OptimizationInverted DTLZ1 5 objectives
Hypervolume (HV)74,000,000,000,000
6
Multi-objective optimizationScaled DTLZ2
Log Distance1.3
6
Multi-objective optimizationConvex DTLZ2
Log Distance-7.1
6
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