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Capacitated Vehicle Routing Problem on CVRP 1000

15.5632Objective ValueHGS
12.00972835.99566459.981683.967536May 3, 2024Sep 3, 2024Jan 4, 2025May 7, 2025Sep 7, 2025Jan 8, 2026May 12, 2026

Evaluation results

MethodLinks
HGS2024.0515.5632-0.00534.5
LKH32024.0515.6465012
POMO aug×8Data Augmentation=8x2024.0515.75440.00691.2
ELG aug×8Data Augmentation=8x2024.0515.83820.01234.4
ICAM aug×8Data Augmentation=8x2024.0515.8720.014447
ICAM2024.0515.93860.01877
BQ greedySearch Strategy=greedy2024.0516.0730.02731.8
ICAM single trajec.Search Strategy=single trajectory2024.0516.18680.03452
LEHD greedySearch Strategy=greedy2024.0516.21730.036530
HGS2024.0536.2884-0.02165.3
LKH32024.0537.090407.1
ICAM aug×8Data Augmentation=8x2024.0538.2370.03094.5
ICAM2024.0538.4170.035835
LEHD greedySearch Strategy=greedy2024.0538.91250.04911.6
ICAM single trajec.Search Strategy=single trajectory2024.0538.97090.05072
BQ greedySearch Strategy=greedy2024.0539.27570.05891.9
GLOP-G (LKH3)2024.0539.65070.0691.7
IPE+XPE2026.0541.05-0.01112
NDS2026.0541.11-0.0092
ELG aug×8Data Augmentation=8x2024.0541.30460.113619.4
HGS2026.0541.51—2.0167
HGS2026.0263.26013.7
ECOLocal search=true2026.0265.080.02871.8
GFlowNet-HBG2026.0265.090.02891.7
CNF2026.0266.940.05828.7
ECOLocal search=false2026.0267.110.06081.2
POMO aug×8Data Augmentation=8x2024.0584.89781.28899.8
POMO2026.02100.190.58372.1
AM2026.02104.40.65033.9