DTLZ1
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Acquisition function optimization | DTLZ1 5 objectives m = 5 | Mean Wall Time (s)2.14 | 16 | |
| Acquisition function optimization | DTLZ1 3 objectives m = 3 | Mean Wall Time (s)2.24 | 16 | |
| Acquisition function optimization | DTLZ1 10 objectives m = 10 | Mean Wall Time (s)5.97 | 14 | |
| Multiobjective Optimization | DTLZ1 3 objectives | Hypervolume (HV)64,000,000 | 14 | |
| Multi-Objective Optimization | DTLZ1 3 objectives | Log Distance2.8 | 14 | |
| Multi-objective Optimization | Inverted DTLZ1 | Hypervolume (HV)9,600,000,000,000 | 13 | |
| Multi-objective Optimization | DTLZ1 | Hypervolume (HV)10,000,000,000,000 | 13 | |
| Multiobjective Optimization | DTLZ1 10 objectives | Hypervolume (HV)29,000,000,000,000,000,000,000,000,000 | 12 | |
| Many-objective optimization | Inverted DTLZ1 5 objectives | Mean Log Distance2.9 | 7 | |
| Many-objective optimization | DTLZ1 5 objectives | Mean Log Distance3.1 | 7 | |
| Multi-objective Optimization | DTLZ1 5 objectives | Hypervolume (HV)45,000,000,000,000 | 6 | |
| Multi-objective Optimization | Noisy Inverted DTLZ1 5 objectives | Mean Hypervolume (HV)44,000,000,000,000 | 6 | |
| Multi-objective Optimization | DTLZ1 5 objectives noisy | Mean HV75,000,000,000,000 | 6 | |
| Multi-objective Optimization | DTLZ1 noisy 5-objective | Log Distance3 | 6 | |
| Multi-objective optimization | DTLZ1 Inverted | Log Distance2.9 | 6 | |
| Multiobjective Optimization | Inverted DTLZ1 10 objectives | Hypervolume (HV)82,000,000,000,000,000,000,000,000 | 6 | |
| Multi-Objective Optimization | DTLZ1 10 objectives | Log Distance2.8 | 6 |
Showing 17 of 17 rows