# Multi-objective Capacitated Vehicle Routing Problem on MOCVRP 100 Source: [Multi-objective Capacitated Vehicle Routing Problem on MOCVRP 100]() Collection index: [llms.txt]() Data updated: 2026-03-20T09:38:03.921Z Evaluation of algorithms solving the Multi-objective Capacitated Vehicle Routing Problem (MOCVRP) on the MOCVRP 100 instance set, reporting Hypervolume (HV) and Optimality Gap. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Multi-objective Capacitated Vehicle Routing Problem | | Dataset (including any stated split) | MOCVRP 100 | | Metric | Hypervolume | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 19 of 19 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Hypervolume](): Higher is better; unit: SCALAR. - [Optimality Gap](): Lower is better; unit: PERCENT. ## Recorded results | Method | Hypervolume | Result date | Report paper | | --- | --- | --- | --- | | POCCO-W-Aug | 0.4089 | Not recorded | 68fa79831e209131cea7def8 | | POCCO-C-Aug | 0.4086 | Not recorded | 68fa79831e209131cea7def8 | | POCCO-W | 0.4084 | Not recorded | 68fa79831e209131cea7def8 | | WE-CA-Aug | 0.4081 | Not recorded | 68fa79831e209131cea7def8 | | POCCO-C | 0.4079 | Not recorded | 68fa79831e209131cea7def8 | | EMNH-Aug | 0.4079 | Not recorded | 68fa79831e209131cea7def8 | | CNH-Aug | 0.4077 | Not recorded | 68fa79831e209131cea7def8 | | EMNH | 0.4072 | Not recorded | 68fa79831e209131cea7def8 | | MDRL-Aug | 0.4072 | Not recorded | 68fa79831e209131cea7def8 | | WE-CA | 0.4068 | Not recorded | 68fa79831e209131cea7def8 | | CNH | 0.4065 | Not recorded | 68fa79831e209131cea7def8 | | MDRL | 0.4056 | Not recorded | 68fa79831e209131cea7def8 | | DRL-MOA | 0.4055 | Not recorded | 68fa79831e209131cea7def8 | | PMOCO-Aug | 0.3969 | Not recorded | 68fa79831e209131cea7def8 | | MOEA/D | 0.3953 | Not recorded | 68fa79831e209131cea7def8 | | PPLS/D-C | 0.3946 | Not recorded | 68fa79831e209131cea7def8 | | PMOCO | 0.3913 | Not recorded | 68fa79831e209131cea7def8 | | MOGLS | 0.3875 | Not recorded | 68fa79831e209131cea7def8 | | NSGA-II | 0.362 | Not recorded | 68fa79831e209131cea7def8 | ### POCCO-W-Aug Hypervolume: 0.4089. Result ID: 69bd156947f34ce924a783ad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time":"2.3m"}. This record does not assert independent reproduction. ### POCCO-C-Aug Hypervolume: 0.4086. Result ID: 69bd156947f34ce924a783ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time":"2.4m"}. This record does not assert independent reproduction. ### POCCO-W Hypervolume: 0.4084. Result ID: 69bd156947f34ce924a783a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time":"46s"}. This record does not assert independent reproduction. ### WE-CA-Aug Hypervolume: 0.4081. Result ID: 69bd156947f34ce924a783ac. [Reporting paper]() Recorded evaluation configuration: {"Time":"1.8m"}. This record does not assert independent reproduction. ### POCCO-C Hypervolume: 0.4079. Result ID: 69bd156947f34ce924a783a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time":"53s"}. This record does not assert independent reproduction. ### EMNH-Aug Hypervolume: 0.4079. Result ID: 69bd156947f34ce924a783a8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Time":"2.8m"}. This record does not assert independent reproduction. ### CNH-Aug Hypervolume: 0.4077. Result ID: 69bd156947f34ce924a783aa. [Reporting paper]() Recorded evaluation configuration: {"Time":"1.9m"}. This record does not assert independent reproduction. ### EMNH Hypervolume: 0.4072. Result ID: 69bd156947f34ce924a783a1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Time":"22s"}. This record does not assert independent reproduction. ### MDRL-Aug Hypervolume: 0.4072. Result ID: 69bd156947f34ce924a783a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time":"2.8m"}. This record does not assert independent reproduction. ### WE-CA Hypervolume: 0.4068. Result ID: 69bd156947f34ce924a783a5. [Reporting paper]() Recorded evaluation configuration: {"Time":"21s"}. This record does not assert independent reproduction. ### CNH Hypervolume: 0.4065. Result ID: 69bd156947f34ce924a783a3. [Reporting paper]() Recorded evaluation configuration: {"Time":"25s"}. This record does not assert independent reproduction. ### MDRL Hypervolume: 0.4056. Result ID: 69bd156947f34ce924a783a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time":"22s"}. This record does not assert independent reproduction. ### DRL-MOA Hypervolume: 0.4055. Result ID: 69bd156947f34ce924a7839f. [Reporting paper]() Recorded evaluation configuration: {"Time":"21s"}. This record does not assert independent reproduction. ### PMOCO-Aug Hypervolume: 0.3969. Result ID: 69bd156947f34ce924a783a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time":"2.0m"}. This record does not assert independent reproduction. ### MOEA/D Hypervolume: 0.3953. Result ID: 69bd156947f34ce924a7839b. [Reporting paper]() Recorded evaluation configuration: {"Time":"5.0h"}. This record does not assert independent reproduction. ### PPLS/D-C Hypervolume: 0.3946. Result ID: 69bd156947f34ce924a7839e. [Reporting paper]() Recorded evaluation configuration: {"Time":"38h"}. This record does not assert independent reproduction. ### PMOCO Hypervolume: 0.3913. Result ID: 69bd156947f34ce924a783a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Time":"22s"}. This record does not assert independent reproduction. ### MOGLS Hypervolume: 0.3875. Result ID: 69bd156947f34ce924a7839d. [Reporting paper]() Recorded evaluation configuration: {"Time":"72h"}. This record does not assert independent reproduction. ### NSGA-II Hypervolume: 0.362. Result ID: 69bd156947f34ce924a7839c. [Reporting paper]() Recorded evaluation configuration: {"Time":"9.4h"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.