# Quality-Diversity Optimization on LP Rastrigin Source: [Quality-Diversity Optimization on LP Rastrigin]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:59:06.691Z Evaluation of Quality-Diversity optimization algorithms on the LP Rastrigin test function, typically measured using QD-score, Coverage, and Best objective value. 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 | Quality-Diversity Optimization | | Dataset (including any stated split) | LP Rastrigin | | Metric | QD-score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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 - [QD-score](): Higher is better; unit: SCALAR. - [Coverage](): Higher is better; unit: SCALAR. - [Best Objective Value](): Higher is better; unit: SCALAR. ## Recorded results | Method | QD-score | Result date | Report paper | | --- | --- | --- | --- | | CMA-MEGA (Adam) | 62.58 | Not recorded | 68fa6b161e209131cea2c0e5 | | CMA-MEGA | 62.54 | Not recorded | 68fa6b161e209131cea2c0e5 | | OMG-MEGA | 55.9 | Not recorded | 68fa6b161e209131cea2c0e5 | | MAP-Elites (line) | 22.65 | Not recorded | 68fa6b161e209131cea2c0e5 | | MAP-Elites (line) | 8.12 | Not recorded | 68fa6b161e209131cea2c0e5 | | OG-MAP-Elites (line) | 6.1 | Not recorded | 68fa6b161e209131cea2c0e5 | | CMA-ME | 4.04 | Not recorded | 68fa6b161e209131cea2c0e5 | | MAP-Elites | 3.89 | Not recorded | 68fa6b161e209131cea2c0e5 | | CMA-ME | 1.21 | Not recorded | 68fa6b161e209131cea2c0e5 | | MAP-Elites | 1.18 | Not recorded | 68fa6b161e209131cea2c0e5 | | OG-MAP-Elites | 0.83 | Not recorded | 68fa6b161e209131cea2c0e5 | ### CMA-MEGA (Adam) QD-score: 62.58. Result ID: 698e55abffc3901de09cb956. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":"10,000"}. This record does not assert independent reproduction. ### CMA-MEGA QD-score: 62.54. Result ID: 698e55abffc3901de09cb955. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":"10,000"}. This record does not assert independent reproduction. ### OMG-MEGA QD-score: 55.9. Result ID: 698e55abffc3901de09cb954. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":"10,000"}. This record does not assert independent reproduction. ### MAP-Elites (line) QD-score: 22.65. Result ID: 698e55abffc3901de09cb94f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":"1,000,000"}. This record does not assert independent reproduction. ### MAP-Elites (line) QD-score: 8.12. Result ID: 698e55abffc3901de09cb94e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":"10,000"}. This record does not assert independent reproduction. ### OG-MAP-Elites (line) QD-score: 6.1. Result ID: 698e55abffc3901de09cb953. [Reporting paper]() Recorded evaluation configuration: {"Iterations":"10,000"}. This record does not assert independent reproduction. ### CMA-ME QD-score: 4.04. Result ID: 698e55abffc3901de09cb951. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":"1,000,000"}. This record does not assert independent reproduction. ### MAP-Elites QD-score: 3.89. Result ID: 698e55abffc3901de09cb94d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":"1,000,000"}. This record does not assert independent reproduction. ### CMA-ME QD-score: 1.21. Result ID: 698e55abffc3901de09cb950. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":"10,000"}. This record does not assert independent reproduction. ### MAP-Elites QD-score: 1.18. Result ID: 698e55abffc3901de09cb94c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":"10,000"}. This record does not assert independent reproduction. ### OG-MAP-Elites QD-score: 0.83. Result ID: 698e55abffc3901de09cb952. [Reporting paper]() Recorded evaluation configuration: {"Iterations":"10,000"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.