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Papers Benchmarks Datasets Tasks

DTLZ dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

DTLZ

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multi-objective optimization

Scaled DTLZ2

1.3Log Distance

6

Multi-objective optimization

Convex DTLZ2

-7.1Log Distance

6

Multi-objective optimization

DTLZ1

3.1Log Distance

6

Multi-objective optimization

DTLZ5 5 objectives

2.3Mean Log Distance

6

Multi-objective Diversity Optimization

DTLZ2 3 objectives

0.8Average Performance

5

Inverse Model Generalization

DTLZ-2

3.13Hypervolume

5

Inverse Model Generalization

DTLZ-1

34,700Hypervolume

5

Multi-objective Optimization

DTLZ2 M=7 (train)

0.394IGD

4

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Popular tasks

Multi-Objective Optimization Offline Multi-objective Optimization Multiobjective Optimization Inverse Model Generalization Many-Objective Optimization

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