# S-box Generation on 8x8 S-box generation Source: [S-box Generation on 8x8 S-box generation]() Collection index: [llms.txt]() Data updated: 2026-04-13T07:09:30.601Z Evaluation of models performing S-box Generation on the 8x8 S-box generation dataset, measured by metrics including NL, Success Rate, and Average Iterations. 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 | S-box Generation | | Dataset (including any stated split) | 8x8 S-box generation | | Metric | NL | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [NL](): Higher is better; unit: SCALAR. - [Success Rate](): Higher is better; unit: PERCENT. - [Average Iterations](): Lower is better; unit: SCALAR. ## Recorded results | Method | NL | Result date | Report paper | | --- | --- | --- | --- | | SA | 104 | Not recorded | 68fa74071e209131cea5f581 | | GaT | 104 | Not recorded | 68fa74071e209131cea5f581 | | GaT | 104 | Not recorded | 68fa74071e209131cea5f581 | | Ga | 104 | Not recorded | 68fa74071e209131cea5f581 | | GaT | 104 | Not recorded | 68fa74071e209131cea5f581 | | LSA | 104 | Not recorded | 68fa74071e209131cea5f581 | | LSA | 104 | Not recorded | 68fa74071e209131cea5f581 | | HC | 104 | Not recorded | 68fa74071e209131cea5f581 | | SA | 104 | Not recorded | 68fa74071e209131cea5f581 | | SA | 104 | Not recorded | 68fa74071e209131cea5f581 | | SA | 104 | Not recorded | 68fa74071e209131cea5f581 | | HC | 104 | Not recorded | 68fa74071e209131cea5f581 | | HC | 104 | Not recorded | 68fa74071e209131cea5f581 | | Genetic Algorithm with WHS cost function | 104 | Not recorded | 68fa74071e209131cea5f581 | | SA | 102 | Not recorded | 68fa74071e209131cea5f581 | | Ga | 102 | Not recorded | 68fa74071e209131cea5f581 | | LSA | 102 | Not recorded | 68fa74071e209131cea5f581 | | HC | 100 | Not recorded | 68fa74071e209131cea5f581 | ### SA NL: 104. Result ID: 69dc953c47f34ce924c3152d. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"WHS","Algorithm":"SA"}. This record does not assert independent reproduction. ### GaT NL: 104. Result ID: 69dc953c47f34ce924c3152f. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"WHS","Algorithm":"GaT"}. This record does not assert independent reproduction. ### GaT NL: 104. Result ID: 69dc953c47f34ce924c31531. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"WHS","Algorithm":"GaT"}. This record does not assert independent reproduction. ### Ga NL: 104. Result ID: 69dc953c47f34ce924c31533. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"PCF","Algorithm":"Ga"}. This record does not assert independent reproduction. ### GaT NL: 104. Result ID: 69dc953c47f34ce924c31534. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"PCF","Algorithm":"GaT"}. This record does not assert independent reproduction. ### LSA NL: 104. Result ID: 69dc953c47f34ce924c31535. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"PCF","Algorithm":"LSA"}. This record does not assert independent reproduction. ### LSA NL: 104. Result ID: 69dc953c47f34ce924c31536. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"WCF","Algorithm":"LSA"}. This record does not assert independent reproduction. ### HC NL: 104. Result ID: 69dc953c47f34ce924c31537. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"WCF","Algorithm":"HC"}. This record does not assert independent reproduction. ### SA NL: 104. Result ID: 69dc953c47f34ce924c31538. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"WHS","Algorithm":"SA"}. This record does not assert independent reproduction. ### SA NL: 104. Result ID: 69dc953c47f34ce924c31539. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"WCF","Algorithm":"SA"}. This record does not assert independent reproduction. ### SA NL: 104. Result ID: 69dc953c47f34ce924c3153a. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"ECF","Algorithm":"SA"}. This record does not assert independent reproduction. ### HC NL: 104. Result ID: 69dc953c47f34ce924c3153b. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"WHS","Algorithm":"HC"}. This record does not assert independent reproduction. ### HC NL: 104. Result ID: 69dc953c47f34ce924c3153c. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"WCFS","Algorithm":"HC"}. This record does not assert independent reproduction. ### Genetic Algorithm with WHS cost function NL: 104. Result ID: 69dc953c47f34ce924c3153d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Cost Function":"WHS","Algorithm":"Ga"}. This record does not assert independent reproduction. ### SA NL: 102. Result ID: 69dc953c47f34ce924c3152c. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"WHS","Algorithm":"SA"}. This record does not assert independent reproduction. ### Ga NL: 102. Result ID: 69dc953c47f34ce924c31530. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"WHS","Algorithm":"Ga"}. This record does not assert independent reproduction. ### LSA NL: 102. Result ID: 69dc953c47f34ce924c31532. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"WHS","Algorithm":"LSA"}. This record does not assert independent reproduction. ### HC NL: 100. Result ID: 69dc953c47f34ce924c3152e. [Reporting paper]() Recorded evaluation configuration: {"Cost Function":"WHS","Algorithm":"HC"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.