CVRP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Capacitated Vehicle Routing Problem | CVRP N=100 | Objective Value14.93 | 87 | |
| Capacitated Vehicle Routing Problem | CVRP procedurally transformed instances Mu-transformed (test) | Objective Value13.507 | 56 | |
| Capacitated Vehicle Routing Problem | CVRP N=100 10,000 instances (test) | Objective Value15.56 | 44 | |
| Capacitated Vehicle Routing Problem | CVRP 20 | Objective Value6.0801 | 43 | |
| Capacitated Vehicle Routing Problem | CVRP N=20 10,000 instances (test) | Objective Value4.606 | 38 | |
| Capacitated Vehicle Routing Problem | CVRP 100 | Optimality Gap (%)0 | 36 | |
| Capacitated Vehicle Routing Problem | CVRP-200 | Objective Value19.63 | 35 | |
| Capacitated Vehicle Routing Problem | CVRP 1000 | Objective Value15.5632 | 29 | |
| Capacitated Vehicle Routing Problem | CVRP N=50 10,000 instances (test) | Objective Value10.37 | 29 | |
| Capacitated Vehicle Routing Problem | CVRP500 | Objective Value36.54 | 25 | |
| Capacitated Vehicle Routing Problem | CVRP N=100 (test 10k inst.) | Optimality Gap-0.51 | 22 | |
| Vehicle Routing Problem | CVRP n=50 | Computation Time (m)0.03 | 21 | |
| Capacitated Vehicle Routing Problem | CVRP | Objective Value8.966 | 21 | |
| Capacitated Vehicle Routing Problem | CVRP | Feasibility100 | 21 | |
| Capacitated Vehicle Routing Problem | CVRP n=100 (10k instances) | Optimality Gap0 | 21 | |
| Combinatorial optimization | CVRP (test) | Accuracy87.2 | 20 | |
| Capacitated Vehicle Routing Problem | Expansion CVRP20 | Objective Value5.3767 | 18 | |
| Capacitated Vehicle Routing Problem (CVRP) | CVRP n=150 1K instances (Generalization) | Objective Value19.055 | 18 | |
| Capacitated Vehicle Routing Problem | CVRP50 | Optimality Gap (%)0 | 17 | |
| Capacitated Vehicle Routing Problem | CVRP N=50 | Objective Value10.36 | 17 | |
| Capacitated Vehicle Routing Problem | CVRP n=150 1k instances | Objective Value19.05 | 17 | |
| Capacitated Vehicle Routing Problem | CVRP n=125 (1k instances) | Objective Value17.37 | 16 | |
| Capacitated Vehicle Routing Problem | CVRP N=100 (test) | Optimality Gap (%)-0.533 | 15 | |
| Vehicle Routing Problem | CVRP n=100 | Computation Time (min)0.1333 | 15 | |
| Capacitated Vehicle Routing Problem | CVRP Uniform 1K | Objective41.2 | 14 |
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