CVRP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Capacitated Vehicle Routing Problem | CVRP N=100 | Objective Value14.93 | 95 | |
| 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 | 56 | |
| Capacitated Vehicle Routing Problem | CVRP 20 | Objective Value6.0801 | 48 | |
| Capacitated Vehicle Routing Problem | CVRP-200 | Objective Value19.63 | 43 | |
| Capacitated Vehicle Routing Problem | CVRP 100 | Optimality Gap (%)0 | 40 | |
| Capacitated Vehicle Routing Problem | CVRP n=125 (generalization) | Objective Value17.374 | 40 | |
| Capacitated Vehicle Routing Problem | CVRP N=20 10,000 instances (test) | Objective Value4.606 | 38 | |
| Capacitated Vehicle Routing Problem | CVRP 1000 | Objective Value15.5632 | 29 | |
| Capacitated Vehicle Routing Problem | CVRP n=150 1k instances | Objective Value19.05 | 29 | |
| Capacitated Vehicle Routing Problem | CVRP N=50 10,000 instances (test) | Objective Value10.37 | 29 | |
| Capacitated Vehicle Routing Problem | CVRP N=50 | Objective Value10.287 | 26 | |
| Capacitated Vehicle Routing Problem | CVRP500 | Objective Value36.54 | 25 | |
| Capacitated Vehicle Routing Problem (CVRP) | CVRP n=200 Generalization 1K instances | Objective Value21.755 | 23 | |
| 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 | |
| Capacitated Vehicle Routing Problem (CVRP) | Synthetic CVRP5K | Objective Value89.74 | 20 | |
| Capacitated Vehicle Routing Problem (CVRP) | Synthetic CVRP1K | Objective Value36.29 | 20 | |
| Combinatorial optimization | CVRP (test) | Accuracy87.2 | 20 | |
| Combinatorial Optimization | CVRP Generalization n = 150 | Objective Value19.051 | 18 | |
| Combinatorial Optimization | CVRP n = 100 (train) | Objective Value15.462 | 18 | |
| Capacitated Vehicle Routing Problem | Expansion CVRP20 | Objective Value5.3767 | 18 |
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