# Non-negative least squares on Non-negative least squares m=6000, n=3000

Source: [Non-negative least squares on Non-negative least squares m=6000, n=3000](<https://www.sota2.com/research/sota/non-negative-least-squares-on-non-negative-least-squares-m-6000-n-3000>)

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

Data updated: 2026-06-05T07:30:49.945Z

Evaluation of Non-negative least squares algorithms on a synthetic dataset defined by dimensions m=6000 and n=3000, measured by execution time and final function value (fval).

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 | Non-negative least squares |
| Dataset (including any stated split) | Non-negative least squares m=6000, n=3000 |
| Metric | Execution Time |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 5 of 5 |
| 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

- [Execution Time](<https://www.sota2.com/research/sota/non-negative-least-squares-on-non-negative-least-squares-m-6000-n-3000.md?metric=Execution%20Time>): Lower is better; unit: TIME.

- [fval](<https://www.sota2.com/research/sota/non-negative-least-squares-on-non-negative-least-squares-m-6000-n-3000.md?metric=fval>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Execution Time | Result date | Report paper |
| --- | --- | --- | --- |
| GENO | 0.3 | Not recorded | 68fa55e51e209131ce9983f4 |
| Mosek | 58.4 | Not recorded | 68fa55e51e209131ce9983f4 |
| SCS | 275.5 | Not recorded | 68fa55e51e209131ce9983f4 |
| Gurobi | 492.9 | Not recorded | 68fa55e51e209131ce9983f4 |
| ECOS | 3751.3 | Not recorded | 68fa55e51e209131ce9983f4 |

### GENO

Execution Time: 0.3. Result ID: 6a227ae5fbc373592c201224.

[Reporting paper](<https://www.sota2.com/research/paper/68fa55e51e209131ce9983f4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa55e51e209131ce9983f4.md>)

Recorded evaluation configuration: {"m":"6000","n":"3000"}. This record does not assert independent reproduction.

### Mosek

Execution Time: 58.4. Result ID: 6a227ae5fbc373592c201228.

[Reporting paper](<https://www.sota2.com/research/paper/68fa55e51e209131ce9983f4.md>)

Recorded evaluation configuration: {"m":"6000","n":"3000"}. This record does not assert independent reproduction.

### SCS

Execution Time: 275.5. Result ID: 6a227ae5fbc373592c201226.

[Reporting paper](<https://www.sota2.com/research/paper/68fa55e51e209131ce9983f4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa53041e209131ce97fa9a.md>)

Recorded evaluation configuration: {"m":"6000","n":"3000"}. This record does not assert independent reproduction.

### Gurobi

Execution Time: 492.9. Result ID: 6a227ae5fbc373592c201227.

[Reporting paper](<https://www.sota2.com/research/paper/68fa55e51e209131ce9983f4.md>)

Recorded evaluation configuration: {"m":"6000","n":"3000"}. This record does not assert independent reproduction.

### ECOS

Execution Time: 3751.3. Result ID: 6a227ae5fbc373592c201225.

[Reporting paper](<https://www.sota2.com/research/paper/68fa55e51e209131ce9983f4.md>)

Recorded evaluation configuration: {"m":"6000","n":"3000"}. This record does not assert independent reproduction.

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