DTLZ
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multiobjective Optimization | DTLZ4 (test) | IGD0.046 | 24 | |
| Multi-Objective Optimization | DTLZ7 | Log Hypervolume Difference-2.555 | 16 | |
| Multi-Objective Optimization | DTLZ 5 | Log Hypervolume Difference-7.033 | 16 | |
| Multi-objective optimization | DTLZ7 | IGD0.046 | 15 | |
| Multi-Objective Optimization | DTLZ2 3 objectives | Log Distance-9.3 | 14 | |
| Multi-objective Optimization | DTLZ2 Convex | Hypervolume (HV)8.5 | 13 | |
| Multiobjective Optimization | Convex DTLZ2 10 objectives | Hypervolume (HV)6,300 | 12 | |
| Multiobjective Optimization | DTLZ2 10 objectives | Hypervolume (HV)52 | 12 | |
| Many-objective Optimization | F4M-DTLZ4 | Gws15.875 | 7 | |
| Multi-objective Optimization | Scaled DTLZ2 5 objectives | Hypervolume (HV)7.5 | 6 | |
| Multi-objective Optimization | Convex DTLZ2 5 objectives | Hypervolume (HV)26 | 6 | |
| Multi-objective Optimization | Inverted DTLZ1 5 objectives | Hypervolume (HV)74,000,000,000,000 | 6 | |
| Multi-objective optimization | Scaled DTLZ2 | Log Distance1.3 | 6 | |
| Multi-objective optimization | Convex DTLZ2 | Log Distance-7.1 | 6 | |
| Multi-objective optimization | DTLZ1 | Log Distance3.1 | 6 | |
| Multi-objective optimization | DTLZ5 5 objectives | Mean Log Distance2.3 | 6 | |
| Multi-objective Optimization | DTLZ2 M=7 (train) | IGD0.3944 | 4 |
Showing 17 of 17 rows