# Deep-insertion selection on Gaussian lattices Source: [Deep-insertion selection on Gaussian lattices]() Collection index: [llms.txt]() Data updated: 2026-05-01T08:33:30.441Z Evaluation of Deep-insertion selection performance on the Gaussian 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) | Gaussian 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. - [Percentage Reduction in N (∆SS)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Mean Operation Count (N) | Result date | Report paper | | --- | --- | --- | --- | | Thermal-Adaptive | 62 | Not recorded | 69f433c955a3c32af89fd3c9 | | SS-GG | 71 | Not recorded | 69f433c955a3c32af89fd3c9 | | Deep-Var | 77 | Not recorded | 69f433c955a3c32af89fd3c9 | | Thermal-Adaptive | 158 | Not recorded | 69f433c955a3c32af89fd3c9 | | SS-GG | 178 | Not recorded | 69f433c955a3c32af89fd3c9 | | Deep-Var | 201 | Not recorded | 69f433c955a3c32af89fd3c9 | | Thermal-Adaptive | 260 | Not recorded | 69f433c955a3c32af89fd3c9 | | SS-GG | 307 | Not recorded | 69f433c955a3c32af89fd3c9 | | Deep-Var | 348 | Not recorded | 69f433c955a3c32af89fd3c9 | | Thermal-Adaptive | 404 | Not recorded | 69f433c955a3c32af89fd3c9 | | SS-GG | 465 | Not recorded | 69f433c955a3c32af89fd3c9 | | Deep-Var | 521 | Not recorded | 69f433c955a3c32af89fd3c9 | ### Thermal-Adaptive Mean Operation Count (N): 62. Result ID: 69f464f947f34ce924da59e1. [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): 71. Result ID: 69f464f947f34ce924da59e0. [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. ### Deep-Var Mean Operation Count (N): 77. Result ID: 69f464f947f34ce924da59df. [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. ### Thermal-Adaptive Mean Operation Count (N): 158. Result ID: 69f464f947f34ce924da59e4. [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): 178. Result ID: 69f464f947f34ce924da59e3. [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): 201. Result ID: 69f464f947f34ce924da59e2. [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): 260. Result ID: 69f464f947f34ce924da59e7. [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): 307. Result ID: 69f464f947f34ce924da59e6. [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): 348. Result ID: 69f464f947f34ce924da59e5. [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): 404. Result ID: 69f464f947f34ce924da59ea. [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): 465. Result ID: 69f464f947f34ce924da59e9. [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. ### Deep-Var Mean Operation Count (N): 521. Result ID: 69f464f947f34ce924da59e8. [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. Page 1 of 1. This is an index page, not the full collection.