# Lattice Reduction on q-ary Lattices

Source: [Lattice Reduction on q-ary Lattices](<https://www.sota2.com/research/sota/lattice-reduction-on-q-ary-lattices>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-05-01T08:33:30.814Z

Evaluation of Lattice Reduction performance on the q-ary Lattices dataset, measured by mean operation count (N), mean equivalent-swap count (W), and relative change in W (∆W).

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 | Lattice Reduction |
| Dataset (including any stated split) | q-ary Lattices |
| Metric | Mean Equivalent-Swap Count (W) |
| 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 Equivalent-Swap Count (W)](<https://www.sota2.com/research/sota/lattice-reduction-on-q-ary-lattices.md?metric=Mean%20Equivalent-Swap%20Count%20(W)>): Lower is better; unit: SCALAR.

- [Mean Operation Count (N)](<https://www.sota2.com/research/sota/lattice-reduction-on-q-ary-lattices.md?metric=Mean%20Operation%20Count%20(N)>): Lower is better; unit: SCALAR.

- [Relative Change in W (∆W)](<https://www.sota2.com/research/sota/lattice-reduction-on-q-ary-lattices.md?metric=Relative%20Change%20in%20W%20(%E2%88%86W)>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Mean Equivalent-Swap Count (W) | Result date | Report paper |
| --- | --- | --- | --- |
| G-DLLL | 3086 | Not recorded | 69f433c955a3c32af89fd3c9 |
| SS-GG | 3298 | Not recorded | 69f433c955a3c32af89fd3c9 |
| Deep-Var | 3432 | Not recorded | 69f433c955a3c32af89fd3c9 |
| G-DLLL | 14982 | Not recorded | 69f433c955a3c32af89fd3c9 |
| Deep-Var | 18100 | Not recorded | 69f433c955a3c32af89fd3c9 |
| SS-GG | 20561 | Not recorded | 69f433c955a3c32af89fd3c9 |
| G-DLLL | 36603 | Not recorded | 69f433c955a3c32af89fd3c9 |
| Deep-Var | 46820 | Not recorded | 69f433c955a3c32af89fd3c9 |
| G-DLLL | 63581 | Not recorded | 69f433c955a3c32af89fd3c9 |
| SS-GG | 66993 | Not recorded | 69f433c955a3c32af89fd3c9 |
| Deep-Var | 86423 | Not recorded | 69f433c955a3c32af89fd3c9 |
| SS-GG | 169756 | Not recorded | 69f433c955a3c32af89fd3c9 |

### G-DLLL

Mean Equivalent-Swap Count (W): 3086. Result ID: 69f464f947f34ce924da5a11.

[Reporting paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

Recorded evaluation configuration: {"Lattice dimension d":"40","delta":"0.99","Implementation":"C++"}. This record does not assert independent reproduction.

### SS-GG

Mean Equivalent-Swap Count (W): 3298. Result ID: 69f464f947f34ce924da5a10.

[Reporting paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

Recorded evaluation configuration: {"Lattice dimension d":"40","delta":"0.99","Implementation":"C++"}. This record does not assert independent reproduction.

### Deep-Var

Mean Equivalent-Swap Count (W): 3432. Result ID: 69f464f947f34ce924da5a0f.

[Reporting paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

Recorded evaluation configuration: {"Lattice dimension d":"40","delta":"0.99","Implementation":"C++"}. This record does not assert independent reproduction.

### G-DLLL

Mean Equivalent-Swap Count (W): 14982. Result ID: 69f464f947f34ce924da5a14.

[Reporting paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

Recorded evaluation configuration: {"Lattice dimension d":"80","delta":"0.99","Implementation":"C++"}. This record does not assert independent reproduction.

### Deep-Var

Mean Equivalent-Swap Count (W): 18100. Result ID: 69f464f947f34ce924da5a12.

[Reporting paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

Recorded evaluation configuration: {"Lattice dimension d":"80","delta":"0.99","Implementation":"C++"}. This record does not assert independent reproduction.

### SS-GG

Mean Equivalent-Swap Count (W): 20561. Result ID: 69f464f947f34ce924da5a13.

[Reporting paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

Recorded evaluation configuration: {"Lattice dimension d":"80","delta":"0.99","Implementation":"C++"}. This record does not assert independent reproduction.

### G-DLLL

Mean Equivalent-Swap Count (W): 36603. Result ID: 69f464f947f34ce924da5a17.

[Reporting paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

Recorded evaluation configuration: {"Lattice dimension d":"120","delta":"0.99","Implementation":"C++"}. This record does not assert independent reproduction.

### Deep-Var

Mean Equivalent-Swap Count (W): 46820. Result ID: 69f464f947f34ce924da5a15.

[Reporting paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

Recorded evaluation configuration: {"Lattice dimension d":"120","delta":"0.99","Implementation":"C++"}. This record does not assert independent reproduction.

### G-DLLL

Mean Equivalent-Swap Count (W): 63581. Result ID: 69f464f947f34ce924da5a1a.

[Reporting paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

Recorded evaluation configuration: {"Lattice dimension d":"160","delta":"0.99","Implementation":"C++"}. This record does not assert independent reproduction.

### SS-GG

Mean Equivalent-Swap Count (W): 66993. Result ID: 69f464f947f34ce924da5a16.

[Reporting paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

Recorded evaluation configuration: {"Lattice dimension d":"120","delta":"0.99","Implementation":"C++"}. This record does not assert independent reproduction.

### Deep-Var

Mean Equivalent-Swap Count (W): 86423. Result ID: 69f464f947f34ce924da5a18.

[Reporting paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

Recorded evaluation configuration: {"Lattice dimension d":"160","delta":"0.99","Implementation":"C++"}. This record does not assert independent reproduction.

### SS-GG

Mean Equivalent-Swap Count (W): 169756. Result ID: 69f464f947f34ce924da5a19.

[Reporting paper](<https://www.sota2.com/research/paper/69f433c955a3c32af89fd3c9.md>)

Recorded evaluation configuration: {"Lattice dimension d":"160","delta":"0.99","Implementation":"C++"}. This record does not assert independent reproduction.

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