Bi-objective Traveling Salesman Problem on Bi-TSP50
0.6425Hypervolume (HV)PA-MoE-W-Aug
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PA-MoE-W-AugInstance Augmentation=true2026.05 | 0.6425 | -0.12 | 4.6 | |
| POCCO-W-AugTime=4.0m2025.06 | 0.6418 | 0 | — | |
| POCCO-W-AugInstance Augmentation=true, CCO module=true2026.05 | 0.6418 | -0.02 | 5.6 | |
| WeCon-CCO-AugInstance Augmentation=true, CCO module=true2026.05 | 0.6417 | 0 | 6.2 | |
| POCCO-C-AugTime=4.0m2025.06 | 0.6416 | 0.03 | — | |
| WS-LKHTime=1.8h2025.06 | 0.6415 | 0.05 | — | |
| WS-LKH2026.05 | 0.6415 | 0.03 | 1.8 | |
| WeCon-AugInstance Augmentation=true, CCO module=false2026.05 | 0.6415 | 0.03 | 3 | |
| WE-CA-AugTime=3.6m2025.06 | 0.6413 | 0.08 | — | |
| WE-CA-AugInstance Augmentation=true2026.05 | 0.6413 | 0.06 | 2.3 | |
| WeCon-CCOInstance Augmentation=false, CCO module=true2026.05 | 0.6412 | 0.08 | 11 | |
| POCCO-WTime=14s2025.06 | 0.6411 | 0.11 | — | |
| POCCO-WInstance Augmentation=false, CCO module=true2026.05 | 0.6411 | 0.09 | 10 | |
| CNH-AugTime=3.9m2025.06 | 0.641 | 0.12 | — | |
| CNH-AugInstance Augmentation=true2026.05 | 0.641 | 0.11 | 2.9 | |
| POCCO-CTime=20s2025.06 | 0.6409 | 0.14 | — | |
| MDRL-AugTime=1.8m2025.06 | 0.6408 | 0.16 | — | |
| EMNH-AugTime=1.8m2025.06 | 0.6408 | 0.16 | — | |
| MDRL-AugInstance Augmentation=true2026.05 | 0.6408 | 0.14 | 1.8 | |
| EMNH-AugInstance Augmentation=true2026.05 | 0.6408 | 0.14 | 1.8 | |
| WeConInstance Augmentation=false, CCO module=false2026.05 | 0.6407 | 0.16 | 6 | |
| PA-MoE-WInstance Augmentation=false2026.05 | 0.6396 | 0.33 | 13 | |
| PMOCO-AugTime=1.7m2025.06 | 0.6395 | 0.36 | — | |
| PMOCO-AugInstance Augmentation=true2026.05 | 0.6395 | 0.34 | 1.9 | |
| WE-CATime=9s2025.06 | 0.6392 | 0.41 | — | |
| WE-CAInstance Augmentation=false2026.05 | 0.6392 | 0.39 | 4 | |
| CNHTime=16s2025.06 | 0.6387 | 0.48 | — | |
| CNHInstance Augmentation=false2026.05 | 0.6387 | 0.47 | 6 | |
| MDRLTime=8s2025.06 | 0.6364 | 0.84 | — | |
| EMNHTime=8s2025.06 | 0.6364 | 0.84 | — | |
| MDRLInstance Augmentation=false2026.05 | 0.6364 | 0.83 | 8 | |
| EMNHInstance Augmentation=false2026.05 | 0.6364 | 0.83 | 8 | |
| DRL-MOATime=9s2025.06 | 0.636 | 0.9 | — | |
| DRL-MOA2026.05 | 0.636 | 0.89 | 9 | |
| PMOCOInstance Augmentation=false2026.05 | 0.6354 | 0.98 | 4 | |
| PMOCOTime=12s2025.06 | 0.6351 | 1.04 | — | |
| MOGLSTime=3.7h2025.06 | 0.633 | 1.37 | — | |
| MOGLS2026.05 | 0.633 | 1.36 | 3.7 | |
| MOEA/DTime=1.8h2025.06 | 0.6316 | 1.59 | — | |
| MOEA/D2026.05 | 0.6316 | 1.57 | 1.8 | |
| PPLS/D-CTime=2.8h2025.06 | 0.6282 | 2.12 | — | |
| PPLS/D-C2026.05 | 0.6282 | 2.1 | 2.8 | |
| NSGA-IITime=6.1h2025.06 | 0.612 | 4.64 | — | |
| NSGA-II2026.05 | 0.612 | 4.63 | 6.1 |