# Deep-insertion selection on Goldstein-Mayer lattices Source: [Deep-insertion selection on Goldstein-Mayer lattices]() Collection index: [llms.txt]() Data updated: 2026-05-01T08:33:30.739Z Evaluation of Deep-insertion selection performance on the Goldstein-Mayer lattices dataset, measured by mean operation count (N), mean equivalent-swap count (W), and percentage reduction in N (∆SS). 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 | Deep-insertion selection | | Dataset (including any stated split) | Goldstein-Mayer lattices | | Metric | Mean Operation Count (N) | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 12 of 12 | | 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 - [Mean Operation Count (N)](): Lower is better; unit: SCALAR. - [Mean Equivalent-Swap Count (W)](): Lower is better; unit: SCALAR. - [Delta SS (Percentage Reduction in N)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Mean Operation Count (N) | Result date | Report paper | | --- | --- | --- | --- | | Deep-Var | 61 | Not recorded | 69f433c955a3c32af89fd3c9 | | SS-GG | 61 | Not recorded | 69f433c955a3c32af89fd3c9 | | Thermal-Adaptive | 64 | Not recorded | 69f433c955a3c32af89fd3c9 | | Deep-Var | 310 | Not recorded | 69f433c955a3c32af89fd3c9 | | Thermal-Adaptive | 322 | Not recorded | 69f433c955a3c32af89fd3c9 | | SS-GG | 393 | Not recorded | 69f433c955a3c32af89fd3c9 | | Deep-Var | 781 | Not recorded | 69f433c955a3c32af89fd3c9 | | Thermal-Adaptive | 864 | Not recorded | 69f433c955a3c32af89fd3c9 | | SS-GG | 1421 | Not recorded | 69f433c955a3c32af89fd3c9 | | Deep-Var | 1660 | Not recorded | 69f433c955a3c32af89fd3c9 | | Thermal-Adaptive | 1956 | Not recorded | 69f433c955a3c32af89fd3c9 | | SS-GG | 4851 | Not recorded | 69f433c955a3c32af89fd3c9 | ### Deep-Var Mean Operation Count (N): 61. Result ID: 69f464f947f34ce924da59f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"d (dimension)":"40","n (independent lattices)":"30","δ (Lovász condition parameter)":"0.99"}. This record does not assert independent reproduction. ### SS-GG Mean Operation Count (N): 61. Result ID: 69f464f947f34ce924da59f8. [Reporting paper]() Recorded evaluation configuration: {"d (dimension)":"40","n (independent lattices)":"30","δ (Lovász condition parameter)":"0.99"}. This record does not assert independent reproduction. ### Thermal-Adaptive Mean Operation Count (N): 64. Result ID: 69f464f947f34ce924da59f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"d (dimension)":"40","n (independent lattices)":"30","δ (Lovász condition parameter)":"0.99"}. This record does not assert independent reproduction. ### Deep-Var Mean Operation Count (N): 310. Result ID: 69f464f947f34ce924da59fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"d (dimension)":"80","n (independent lattices)":"30","δ (Lovász condition parameter)":"0.99"}. This record does not assert independent reproduction. ### Thermal-Adaptive Mean Operation Count (N): 322. Result ID: 69f464f947f34ce924da59fc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"d (dimension)":"80","n (independent lattices)":"30","δ (Lovász condition parameter)":"0.99"}. This record does not assert independent reproduction. ### SS-GG Mean Operation Count (N): 393. Result ID: 69f464f947f34ce924da59fb. [Reporting paper]() Recorded evaluation configuration: {"d (dimension)":"80","n (independent lattices)":"30","δ (Lovász condition parameter)":"0.99"}. This record does not assert independent reproduction. ### Deep-Var Mean Operation Count (N): 781. Result ID: 69f464f947f34ce924da59fd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"d (dimension)":"120","n (independent lattices)":"30","δ (Lovász condition parameter)":"0.99"}. This record does not assert independent reproduction. ### Thermal-Adaptive Mean Operation Count (N): 864. Result ID: 69f464f947f34ce924da59ff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"d (dimension)":"120","n (independent lattices)":"30","δ (Lovász condition parameter)":"0.99"}. This record does not assert independent reproduction. ### SS-GG Mean Operation Count (N): 1421. Result ID: 69f464f947f34ce924da59fe. [Reporting paper]() Recorded evaluation configuration: {"d (dimension)":"120","n (independent lattices)":"30","δ (Lovász condition parameter)":"0.99"}. This record does not assert independent reproduction. ### Deep-Var Mean Operation Count (N): 1660. Result ID: 69f464f947f34ce924da5a00. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"d (dimension)":"160","n (independent lattices)":"30","δ (Lovász condition parameter)":"0.99"}. This record does not assert independent reproduction. ### Thermal-Adaptive Mean Operation Count (N): 1956. Result ID: 69f464f947f34ce924da5a02. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"d (dimension)":"160","n (independent lattices)":"30","δ (Lovász condition parameter)":"0.99"}. This record does not assert independent reproduction. ### SS-GG Mean Operation Count (N): 4851. Result ID: 69f464f947f34ce924da5a01. [Reporting paper]() Recorded evaluation configuration: {"d (dimension)":"160","n (independent lattices)":"30","δ (Lovász condition parameter)":"0.99"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.