Multi-Objective Traveling Salesperson Problem on KroAB100
0.7022Hypervolume (HV)WS-LKH
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| WS-LKH2025.06 | 0.7022 | -0.23 | 2.3 | |
| WS-LKHTime=2.3m2026.05 | 0.7022 | — | — | |
| POCCO-WAugmentation=true2025.06 | 0.7006 | 0 | 22 | |
| POCCO-W-AugTime=22s, Augmentation=true2026.05 | 0.7006 | — | — | |
| WeCon-CCO-AugTime=23s, Cascaded Context Optimization (CCO)=true, Augmentation=true2026.05 | 0.7006 | — | — | |
| WeCon-AugTime=10s, Augmentation=true2026.05 | 0.7 | — | — | |
| POCCO-CAugmentation=true2025.06 | 0.6999 | 0.1 | 32 | |
| PA-MoE-W-AugTime=22s, Augmentation=true2026.05 | 0.6998 | — | — | |
| WE-CA-AugTime=10s, Augmentation=true2026.05 | 0.6992 | — | — | |
| WeCon-CCOTime=19s, Cascaded Context Optimization (CCO)=true2026.05 | 0.6991 | — | — | |
| WE-CAAugmentation=true2025.06 | 0.699 | 0.23 | 10 | |
| POCCO-W2025.06 | 0.6981 | 0.36 | 20 | |
| CNHAugmentation=true2025.06 | 0.698 | 0.37 | 17 | |
| CNH-AugTime=12s, Augmentation=true2026.05 | 0.698 | — | — | |
| POCCO-WTime=20s2026.05 | 0.6978 | — | — | |
| WeConTime=8s2026.05 | 0.6974 | — | — | |
| POCCO-C2025.06 | 0.6965 | 0.59 | 30 | |
| PA-MoE-WTime=19s2026.05 | 0.6965 | — | — | |
| EMNHAugmentation=true2025.06 | 0.6958 | 0.69 | 10 | |
| EMNH-AugTime=10s, Augmentation=true2026.05 | 0.6958 | — | — | |
| MDRLAugmentation=true2025.06 | 0.695 | 0.8 | 10 | |
| MDRL-AugTime=10s, Augmentation=true2026.05 | 0.695 | — | — | |
| WE-CA2025.06 | 0.6948 | 0.83 | 9 | |
| WE-CATime=7s2026.05 | 0.6948 | — | — | |
| CNH2025.06 | 0.6947 | 0.84 | 16 | |
| CNHTime=8s2026.05 | 0.6947 | — | — | |
| PMOCOAugmentation=true2025.06 | 0.6937 | 0.98 | 11 | |
| PMOCO-AugTime=11s, Augmentation=true2026.05 | 0.6937 | — | — | |
| DRL-MOA2025.06 | 0.6903 | 1.47 | 10 | |
| DRL-MOATime=10s2026.05 | 0.6903 | — | — | |
| EMNH2025.06 | 0.69 | 1.51 | 9 | |
| EMNHTime=9s2026.05 | 0.69 | — | — | |
| MDRL2025.06 | 0.6881 | 1.78 | 9 | |
| MDRLTime=9s2026.05 | 0.6881 | — | — | |
| PMOCO2025.06 | 0.6878 | 1.83 | 9 | |
| PMOCOTime=7s2026.05 | 0.6878 | — | — | |
| MOEA/D2025.06 | 0.6836 | 2.43 | 5.8 | |
| MOEA/DTime=5.8m2026.05 | 0.6836 | — | — | |
| MOGLS2025.06 | 0.6817 | 2.7 | 52 | |
| MOGLSTime=52m2026.05 | 0.6817 | — | — | |
| PPLS/D-C2025.06 | 0.6785 | 3.15 | 38 | |
| PPLS/D-CTime=38m2026.05 | 0.6785 | — | — | |
| NSGA-II2025.06 | 0.6676 | 4.71 | 7 | |
| NSGA-IITime=7.0m2026.05 | 0.6676 | — | — |