Multi-Objective Traveling Salesperson Problem on KroAB150
70.17Hypervolume (HV)WS-LKH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WS-LKH2025.06 | 70.17 | -0.59 | 4 | |
| WS-LKHTime=4.0m2026.05 | 70.17 | — | — | |
| WeCon-CCO-AugTime=34s, Cascaded Context Optimization (CCO)=true, Augmentation=true2026.05 | 69.81 | — | — | |
| POCCO-WAugmentation=true2025.06 | 69.76 | 0 | 39 | |
| WeCon-AugTime=16s, Augmentation=true2026.05 | 69.75 | — | — | |
| POCCO-W-AugTime=34s, Augmentation=true2026.05 | 69.71 | — | — | |
| PA-MoE-W-AugTime=33s, Augmentation=true2026.05 | 69.69 | — | — | |
| POCCO-CAugmentation=true2025.06 | 69.59 | 0.24 | 48 | |
| WE-CA-AugTime=15s, Augmentation=true2026.05 | 69.58 | — | — | |
| WE-CAAugmentation=true2025.06 | 69.57 | 0.27 | 20 | |
| WeCon-CCOTime=30s, Cascaded Context Optimization (CCO)=true2026.05 | 69.48 | — | — | |
| POCCO-W2025.06 | 69.46 | 0.43 | 31 | |
| WeConTime=13s2026.05 | 69.46 | — | — | |
| CNHAugmentation=true2025.06 | 69.38 | 0.54 | 26 | |
| CNH-AugTime=16s, Augmentation=true2026.05 | 69.38 | — | — | |
| POCCO-WTime=31s2026.05 | 69.38 | — | — | |
| PA-MoE-WTime=29s2026.05 | 69.26 | — | — | |
| POCCO-C2025.06 | 69.25 | 0.73 | 40 | |
| WE-CA2025.06 | 69.24 | 0.75 | 12 | |
| WE-CATime=12s2026.05 | 69.24 | — | — | |
| CNH2025.06 | 68.92 | 1.2 | 19 | |
| EMNHAugmentation=true2025.06 | 68.92 | 1.2 | 16 | |
| EMNH-AugTime=16s, Augmentation=true2026.05 | 68.92 | — | — | |
| CNHTime=13s2026.05 | 68.92 | — | — | |
| MDRLAugmentation=true2025.06 | 68.9 | 1.23 | 16 | |
| MDRL-AugTime=16s, Augmentation=true2026.05 | 68.9 | — | — | |
| PMOCOAugmentation=true2025.06 | 68.86 | 1.29 | 18 | |
| PMOCO-AugTime=15s, Augmentation=true2026.05 | 68.86 | — | — | |
| EMNH2025.06 | 68.32 | 2.06 | 11 | |
| EMNHTime=11s2026.05 | 68.32 | — | — | |
| MDRL2025.06 | 68.31 | 2.08 | 11 | |
| MDRLTime=11s2026.05 | 68.31 | — | — | |
| PMOCO2025.06 | 68.19 | 2.25 | 12 | |
| PMOCOTime=10s2026.05 | 68.19 | — | — | |
| DRL-MOA2025.06 | 67.94 | 2.61 | 12 | |
| DRL-MOATime=12s2026.05 | 67.94 | — | — | |
| MOEA/D2025.06 | 67.1 | 3.81 | 7.1 | |
| MOEA/DTime=7.1m2026.05 | 67.1 | — | — | |
| MOGLS2025.06 | 66.71 | 4.37 | 1.3 | |
| MOGLSTime=1.3h2026.05 | 66.71 | — | — | |
| PPLS/D-C2025.06 | 66.59 | 4.54 | 1.4 | |
| PPLS/D-CTime=1.4h2026.05 | 66.59 | — | — | |
| NSGA-II2025.06 | 65.52 | 6.08 | 7.9 | |
| NSGA-IITime=7.9m2026.05 | 65.52 | — | — |